From 0b79798eaf4b1684f75c3b5540f049b8f37b14ee Mon Sep 17 00:00:00 2001 From: Ed_ Date: Mon, 22 Jun 2026 13:34:29 -0400 Subject: [PATCH] feat(audit): MVP output - AUDIT_REPORT.md only, move stale to _stale/ MVP pipeline simplification: - render_rollups() now produces ONLY summary.md + AUDIT_REPORT.md - run_audit() now produces only per-aggregate .md (no .dsl/.tree) - New src/code_path_audit_gen.py generates the single coherent report Stale artifacts moved to _stale/ subdirectory (preserved for history): - 13 per-aggregate .dsl files (redundant with .md) - 13 per-aggregate .tree files (redundant with .md) - 9 old top-level rollups (cross_audit_summary, decomposition_matrix, candidates, field_usage, call_graph, hot_paths, dead_fields, ssdl_analysis, organization_deductions - all superseded by sections inlined in AUDIT_REPORT.md) - _stale/README.md explains what happened Meta-audit updated to check .md files (14 required H2 sections per aggregate) instead of .dsl files. 0 violations on 10 real profiles. Tests: 131 passing. New MVP report: 5000+ lines. --- .../2026-06-22/AUDIT_REPORT.md | 11328 ++++++---------- .../{aggregates => _stale}/ChatMessage.dsl | 0 .../{aggregates => _stale}/ChatMessage.tree | 0 .../{aggregates => _stale}/CommsLog.dsl | 0 .../{aggregates => _stale}/CommsLog.tree | 0 .../{aggregates => _stale}/CommsLogEntry.dsl | 0 .../{aggregates => _stale}/CommsLogEntry.tree | 0 .../{aggregates => _stale}/FileItem.dsl | 0 .../{aggregates => _stale}/FileItem.tree | 0 .../{aggregates => _stale}/FileItems.dsl | 0 .../{aggregates => _stale}/FileItems.tree | 0 .../{aggregates => _stale}/History.dsl | 0 .../{aggregates => _stale}/History.tree | 0 .../{aggregates => _stale}/HistoryMessage.dsl | 0 .../HistoryMessage.tree | 0 .../{aggregates => _stale}/Metadata.dsl | 0 .../{aggregates => _stale}/Metadata.tree | 0 .../ProviderHistory.dsl | 0 .../ProviderHistory.tree | 0 .../2026-06-22/_stale/README.md | 36 + .../{aggregates => _stale}/Result.dsl | 0 .../{aggregates => _stale}/Result.tree | 0 .../{aggregates => _stale}/ToolCall.dsl | 0 .../{aggregates => _stale}/ToolCall.tree | 0 .../{aggregates => _stale}/ToolDefinition.dsl | 0 .../ToolDefinition.tree | 0 .../{aggregates => _stale}/ToolSpec.dsl | 0 .../{aggregates => _stale}/ToolSpec.tree | 0 .../2026-06-22/{ => _stale}/call_graph.md | 0 .../2026-06-22/{ => _stale}/candidates.md | 0 .../{ => _stale}/cross_audit_summary.md | 0 .../2026-06-22/{ => _stale}/dead_fields.md | 0 .../{ => _stale}/decomposition_matrix.md | 0 .../2026-06-22/{ => _stale}/field_usage.md | 0 .../2026-06-22/{ => _stale}/hot_paths.md | 0 .../{ => _stale}/organization_deductions.md | 0 .../2026-06-22/{ => _stale}/ssdl_analysis.md | 0 .../2026-06-22/aggregates/CommsLog.md | 30 +- .../2026-06-22/aggregates/CommsLogEntry.md | 631 +- .../2026-06-22/aggregates/FileItem.md | 631 +- .../2026-06-22/aggregates/FileItems.md | 60 +- .../2026-06-22/aggregates/History.md | 50 +- .../2026-06-22/aggregates/HistoryMessage.md | 644 +- .../2026-06-22/aggregates/Metadata.md | 3699 ++--- .../2026-06-22/aggregates/ToolCall.md | 629 +- .../2026-06-22/aggregates/ToolDefinition.md | 635 +- .../code_path_audit/2026-06-22/summary.md | 108 +- scripts/audit_code_path_audit_coverage.py | 42 +- src/code_path_audit.py | 108 +- src/code_path_audit_gen.py | 290 + tests/test_code_path_audit_phase89.py | 8 +- 51 files changed, 8111 insertions(+), 10818 deletions(-) rename docs/reports/code_path_audit/2026-06-22/{aggregates => _stale}/ChatMessage.dsl (100%) rename docs/reports/code_path_audit/2026-06-22/{aggregates => _stale}/ChatMessage.tree (100%) rename docs/reports/code_path_audit/2026-06-22/{aggregates => _stale}/CommsLog.dsl (100%) rename docs/reports/code_path_audit/2026-06-22/{aggregates => _stale}/CommsLog.tree (100%) rename docs/reports/code_path_audit/2026-06-22/{aggregates => _stale}/CommsLogEntry.dsl (100%) rename docs/reports/code_path_audit/2026-06-22/{aggregates => _stale}/CommsLogEntry.tree (100%) rename docs/reports/code_path_audit/2026-06-22/{aggregates => _stale}/FileItem.dsl (100%) rename docs/reports/code_path_audit/2026-06-22/{aggregates => _stale}/FileItem.tree (100%) rename docs/reports/code_path_audit/2026-06-22/{aggregates => _stale}/FileItems.dsl (100%) rename docs/reports/code_path_audit/2026-06-22/{aggregates => _stale}/FileItems.tree (100%) rename docs/reports/code_path_audit/2026-06-22/{aggregates => _stale}/History.dsl (100%) rename docs/reports/code_path_audit/2026-06-22/{aggregates => _stale}/History.tree (100%) rename docs/reports/code_path_audit/2026-06-22/{aggregates => _stale}/HistoryMessage.dsl (100%) rename docs/reports/code_path_audit/2026-06-22/{aggregates => _stale}/HistoryMessage.tree (100%) rename docs/reports/code_path_audit/2026-06-22/{aggregates => _stale}/Metadata.dsl (100%) rename docs/reports/code_path_audit/2026-06-22/{aggregates => _stale}/Metadata.tree (100%) rename docs/reports/code_path_audit/2026-06-22/{aggregates => _stale}/ProviderHistory.dsl (100%) rename docs/reports/code_path_audit/2026-06-22/{aggregates => _stale}/ProviderHistory.tree (100%) create mode 100644 docs/reports/code_path_audit/2026-06-22/_stale/README.md rename docs/reports/code_path_audit/2026-06-22/{aggregates => _stale}/Result.dsl (100%) rename docs/reports/code_path_audit/2026-06-22/{aggregates => _stale}/Result.tree (100%) rename docs/reports/code_path_audit/2026-06-22/{aggregates => _stale}/ToolCall.dsl (100%) rename docs/reports/code_path_audit/2026-06-22/{aggregates => _stale}/ToolCall.tree (100%) rename docs/reports/code_path_audit/2026-06-22/{aggregates => _stale}/ToolDefinition.dsl (100%) rename docs/reports/code_path_audit/2026-06-22/{aggregates => _stale}/ToolDefinition.tree (100%) rename docs/reports/code_path_audit/2026-06-22/{aggregates => _stale}/ToolSpec.dsl (100%) rename docs/reports/code_path_audit/2026-06-22/{aggregates => _stale}/ToolSpec.tree (100%) rename docs/reports/code_path_audit/2026-06-22/{ => _stale}/call_graph.md (100%) rename docs/reports/code_path_audit/2026-06-22/{ => _stale}/candidates.md (100%) rename docs/reports/code_path_audit/2026-06-22/{ => _stale}/cross_audit_summary.md (100%) rename docs/reports/code_path_audit/2026-06-22/{ => _stale}/dead_fields.md (100%) rename docs/reports/code_path_audit/2026-06-22/{ => _stale}/decomposition_matrix.md (100%) rename docs/reports/code_path_audit/2026-06-22/{ => _stale}/field_usage.md (100%) rename docs/reports/code_path_audit/2026-06-22/{ => _stale}/hot_paths.md (100%) rename docs/reports/code_path_audit/2026-06-22/{ => _stale}/organization_deductions.md (100%) rename docs/reports/code_path_audit/2026-06-22/{ => _stale}/ssdl_analysis.md (100%) create mode 100644 src/code_path_audit_gen.py diff --git a/docs/reports/code_path_audit/2026-06-22/AUDIT_REPORT.md b/docs/reports/code_path_audit/2026-06-22/AUDIT_REPORT.md index 5827e18b..fbb609de 100644 --- a/docs/reports/code_path_audit/2026-06-22/AUDIT_REPORT.md +++ b/docs/reports/code_path_audit/2026-06-22/AUDIT_REPORT.md @@ -4,13 +4,12 @@ **Branch:** `tier2/code_path_audit_20260607` **Scope:** 13 aggregates (10 real + 3 candidates) across `src/` **Method:** AST-walking producer/consumer graph + SSDL analysis (effective codepaths, nil-check detection, field-access efficiency) -**Total artifact size:** 49 files / 2415 lines, all committed to the branch --- ## 1. Executive Summary -**The audit found one critical structural problem in the codebase: the `Metadata` aggregate is a 1.13-quintillion-codepath bottleneck sitting at the center of every AI turn.** +**The audit found one critical structural problem in the codebase: the `Metadata` aggregate is a combinatoric-explosion bottleneck sitting at the center of every AI turn.** | Verdict | Count | Aggregates | |---|---|---| @@ -18,22 +17,19 @@ | well-organized | 0 | (none) | | moderate | 0 | (none) | -**The Metadata aggregate is the dominant coupling point.** It has 77 producers and 35 consumers across 6 files (`ai_client.py`, `api_hook_client.py`, `app_controller.py`, `models.py`, `project_manager.py`, `aggregate.py`). SSDL analysis computed: +**The Metadata aggregate is the dominant coupling point.** Real numbers from the audit (top 50 consumer/producer functions analyzed per aggregate; AST-walked from `src/`): -- **1,125,904,201,862,042 effective codepaths** (2^251, summed across 35 consumer functions) -- **6 consumer functions with `is None` / `== None` checks** (nil-check branches) -- **130 field-access sites, 0% typed** (every access uses string-key dict reach-through, not the typed fields) -- **251 explicit branch points** across the 35 consumer functions +- **1108 total consumer functions** across the 10 real aggregates +- **849 total field-access sites** detected +- **0 typed sites (0% field efficiency)** -**The dominant pattern is "frozen on the outside, drilled into on the inside."** The `Metadata` TypeAlias is nominally immutable (frozen + whole_struct), but consumers reach through it 130 times via string-key dict access, which is exactly the pattern Fleury's combinatoric-explosion article warns creates branch-explosion risk. +**The dominant pattern is "frozen on the outside, drilled into on the inside."** The aggregates are nominally immutable (frozen + whole_struct), but consumers reach through them via string-key dict access (`entry.get('key', default)`), which is exactly the pattern Fleury's combinatoric-explosion article warns creates branch-explosion risk. -**Three concrete refactor routes exist:** +**Three concrete refactor routes (Fleury's SSDL defusing techniques):** 1. **Nil Sentinel `[N]`** for the 6 nil-check functions. Introduces `NIL_METADATA = Metadata(...)` with safe defaults. Collapses nil-check branches into sentinel-return. -2. **Generational Handle** wrapping Metadata. Turns 251 lifetime branches into 1 lookup + 1 generation comparison. Reduces effective codepaths from 1.13e18 to ~35. -3. **Immediate-Mode Cache** for the 130 untyped field-access sites. `MetadataFieldCache(key)` returns the cached value synchronously. Reduces 130 string-keyed lookups to 1 cache fetch. - -**Other aggregates:** Only FileItems (104 effective codepaths, 1 nil-check), HistoryMessage (4 codepaths), and ToolCall (1 codepath) have any real data in this run. The remaining 6 real aggregates show zero producers/consumers because the PCG's typed-signature detection doesn't catch their actual usage patterns in `src/`. The PCG needs P3 expansion (internal field-access tracking) to cover them. +2. **Generational Handle** wrapping Metadata. Turns lifetime branches into 1 lookup + 1 generation comparison. +3. **Immediate-Mode Cache `[Q:key] -> [I:FetchCached] -> [T]`** for the untyped field-access sites. Reduces string-keyed lookups to 1 cache fetch. --- @@ -43,259 +39,113 @@ The audit is implemented in `src/code_path_audit.py` (the main pipeline) plus 5 | Module | Purpose | |---|---| -| `src/code_path_audit.py` | Pipeline orchestrator + 5 enums + 9 dataclasses + AggregateProfile + DSL format + run_audit + render_rollups | -| `src/code_path_audit_analysis.py` | AST-walking analyzers: `analyze_consumer_fields`, `analyze_producer_size`, `analyze_consumer_pattern`, `aggregate_pattern_from_consumers`, `compute_real_type_alias_coverage`, `estimate_struct_size`, `compute_real_decomposition_cost`, `extract_real_optimization_candidates` | +| `src/code_path_audit.py` | Pipeline orchestrator + 5 enums + 9 dataclasses + AggregateProfile + run_audit + render_rollups | +| `src/code_path_audit_analysis.py` | AST-walking analyzers: field counts, producer size, access pattern, type alias coverage, decomposition cost | | `src/code_path_audit_cross_audit.py` | 3-tier finding-to-aggregate mapping (function lookup -> file-level fallback -> unbucketed) | -| `src/code_path_audit_render.py` | Per-profile markdown renderer (15 sections) + 2 cross-aggregate rollups (field_usage, call_graph) | -| `src/code_path_audit_rollups.py` | 5 rich top-level rollups (summary, decomposition_matrix, candidates, hot_paths, dead_fields) | -| `src/code_path_audit_ssdl.py` | **SSDL analysis layer** (the deductions engine) | +| `src/code_path_audit_render.py` | Per-profile markdown renderer (15 sections per aggregate) | +| `src/code_path_audit_rollups.py` | Cross-aggregate rollups (call graph, hot paths, field usage, dead fields) | +| `src/code_path_audit_ssdl.py` | **SSDL analysis layer** (the deductions engine: effective codepaths, nil-check detection, defusing techniques) | **Pipeline steps:** 1. **PCG (Producer-Consumer Graph)** - AST-walks each `src/*.py` file with 3 passes: - - P1: find functions whose return annotation matches an aggregate type (`-> T` or `-> Result[T]`) - - P2: find functions whose parameter annotation matches an aggregate type (`: T`) - - P3: find internal field-access sites (`entry['key']` or `entry.attr` on aggregate-typed parameters) -2. **MemoryDim classification** - overrides > canonical mappings > file-of-origin heuristic > `unknown` -3. **APD (Access Pattern Detection)** - for each consumer function, count field-access patterns; aggregate-level pattern = dominant (>=25% share) of: `whole_struct`, `field_by_field`, `hot_cold_split`, `bulk_batched`, `mixed` -4. **CFE (Call Frequency Estimation)** - entry-point heuristic on caller name; classifies as `per_turn`, `per_request`, `per_session`, `per_track`, `per_worker`, `cold`, or `unknown` -5. **Decomposition Cost** - `per_call_cost_us = 50 * struct_field_count + 100 * hot_field_count + 20 * frozen_bonus`; scaled by frequency multiplier -6. **Cross-audit integration** - reads 6 input JSONs (weak_types, exception_handling, optional_in_baseline, config_io_ownership, import_graph, type_registry); maps findings to aggregates via 3-tier lookup -7. **SSDL analysis** - computes effective codepaths (sum of 2^branches per consumer), detects nil-check patterns, computes field-access efficiency, suggests defusing techniques + - P1: find functions whose return annotation matches an aggregate type (including `dict[str, Any]` -> all aliases pointing to dict) + - P2: find functions whose parameter annotation matches an aggregate type (same alias resolution) + - P3: find field-access sites via `entry['key']`, `entry.get('key')`, or `entry.attr` +2. **Alias resolution** - `_resolve_aliases()` maps `dict[str, Any]` to all aliases pointing to it (Metadata, CommsLogEntry, HistoryMessage, FileItem, ToolDefinition, ToolCall) +3. **MemoryDim classification** - overrides > canonical mappings > file-of-origin heuristic > `unknown` +4. **APD (Access Pattern Detection)** - for each consumer function, count field-access patterns; aggregate-level pattern = dominant of: `whole_struct`, `field_by_field`, `hot_cold_split`, `bulk_batched`, `mixed` +5. **CFE (Call Frequency Estimation)** - entry-point heuristic on caller name; classifies as `per_turn`, `per_request`, etc. +6. **Decomposition Cost** - `per_call_cost_us = 50 * struct_field_count + 100 * hot_field_count + 20 * frozen_bonus`; scaled by frequency +7. **Cross-audit integration** - reads 6 input JSONs (weak_types, exception_handling, optional_in_baseline, config_io_ownership, import_graph, type_registry); maps findings to aggregates via 3-tier lookup +8. **SSDL analysis** - computes effective codepaths (sum of 2^branches per consumer), detects nil-check patterns, computes field-access efficiency, suggests defusing techniques --- ## 3. Findings (sorted by severity) -### Finding 1 (CRITICAL): Metadata aggregate has 1.13e18 effective codepaths +### Finding 1 (CRITICAL): Metadata aggregate has 4.01e22 effective codepaths -**Severity:** Critical. The Metadata aggregate sits at the center of every AI turn dispatch. 1.13e18 effective codepaths means the function cannot be tested, debugged, or reasoned about by humans. +**Severity:** Critical. The Metadata aggregate sits at the center of every AI turn dispatch. -**Evidence:** -- 77 producers across 6 files (`ai_client.py`, `api_hook_client.py`, `app_controller.py`, `models.py`, `project_manager.py`) -- 35 consumers across 5 files (`aggregate.py`, `ai_client.py`, `app_controller.py`, `models.py`, `project_manager.py`) -- 251 explicit branch points across consumer functions +**Real numbers (top 50 functions analyzed):** +- 483 producers across the codebase +- 752 consumers across the codebase +- 123 field-access sites detected (0 typed) +- 3466 branch points across consumer functions - 6 nil-check functions -- 130 field-access sites, 0% typed (every access uses string-key dict reach-through) -- Total current cost: 720 us/turn -**Root cause:** The `Metadata` TypeAlias defines typed fields but consumers never import the type. They treat it as a `dict[str, Any]` and reach through with string keys. Every consumer has its own defensive `if entry:` and `entry.get('key')` pattern, multiplying branches. +**Root cause:** The `Metadata` TypeAlias resolves to `dict[str, Any]`. Functions typed as `entry: dict[str, Any]` (very common) all resolve to Metadata. They reach through with `entry.get('key', default)` patterns, multiplying branches. -**SSDL sketch (full 35-consumer trace):** - -``` -[Q:Metadata entry-point] -> [Q:PCG lookup] - -> [1: _strip_stale_file_refreshes] [B:check] (branches=12) - -> [2: format_discussion] [B:check] (branches=0) - -> [3: _build_files_section_from_items] [B:is None?] (branches=5) [N:safe] - -> [4: _append_comms] [B:is None?] (branches=1) [N:safe] - -> [5: _trim_anthropic_history] [B:check] (branches=13) - -> [6: _save_config_to_disk] [B:check] (branches=1) - -> [7: _on_comms_entry] [B:check] (branches=32) - -> [8: _execute_single_tool_call_async] [B:is None?] (branches=15) [N:safe] - -> [9: _dashscope_call] [B:check] (branches=5) - -> [10: ollama_chat] [B:check] (branches=3) - -> [11: _pre_dispatch] [B:check] (branches=8) - -> [12: _strip_cache_controls] [B:check] (branches=4) - -> [13: _estimate_prompt_tokens] [B:check] (branches=2) - -> [14: _add_history_cache_breakpoint] [B:check] (branches=5) - -> [15: flat_config] [B:check] (branches=2) - -> [16: _offload_entry_payload] [B:check] (branches=10) - -> [17: _repair_minimax_history] [B:check] (branches=10) - -> [18: _strip_private_keys] [B:check] (branches=0) - -> [19: _repair_deepseek_history] [B:check] (branches=6) - -> [20: entry_to_str] [B:check] (branches=3) - -> [21: build_tier3_context] [B:check] (branches=50) - -> [22: _estimate_message_tokens] [B:is None?] (branches=9) [N:safe] - -> [23: migrate_from_legacy_config] [B:check] (branches=2) - -> [24: run] [B:check] (branches=1) - -> [25: from_dict] [B:check] (branches=0) - -> [26: save_project] [B:is None?] (branches=7) [N:safe] - -> [27: build_markdown_from_items] [B:check] (branches=9) - -> [28: _start_track_logic] [B:check] (branches=1) - -> [29: _refresh_api_metrics] [B:is None?] (branches=11) [N:safe] - -> [30: _start_track_logic_result] [B:check] (branches=10) - -> [31: _add_bleed_derived] [B:check] (branches=0) - -> [32: build_markdown_no_history] [B:check] (branches=0) - -> [33: _invalidate_token_estimate] [B:check] (branches=0) - -> [34: _repair_anthropic_history] [B:check] (branches=6) - -> [35: _trim_minimax_history] [B:check] (branches=8) - -> [T:done] -``` - -**The smoking gun - actual field-access sites from `_on_comms_entry`:** - -``` -src/app_controller.py:_on_comms_entry accesses (32 branch points): - _offload_entry_payload (1 access) - _pending_comms (1 access) - _pending_comms_lock (1 access) - _pending_history_adds (4 accesses) - _pending_history_adds_lock (4 accesses) - _token_history (1 access) -``` - -All 6 access sites use defensive nil-checking (`if entry is None: ...` or `entry.get('key', default)`) before reach-through. This is the pattern that creates branch explosion. - -**Three fixes, ranked by ROI:** +**Three fixes:** #### Fix 1: Nil Sentinel `[N]` (low effort, ~1 hour) -```python -NIL_METADATA = Metadata( - local_ts=0.0, - session_usage={}, - _offload_entry_payload=None, - _pending_comms=(), - _pending_history_adds=(), - ... -) -``` - -Replace `if entry:` checks with `entry or NIL_METADATA`. Replace `entry.get('key', default)` with `getattr(entry, 'key', default)`. Net effect: 6 nil-check branches collapse to 1 sentinel-return path. +Introduce `NIL_METADATA = Metadata(...)` with safe defaults. Replace `if entry:` checks with `entry or NIL_METADATA`. Net effect: 6 nil-check branches collapse to 1 sentinel-return path. #### Fix 2: Immediate-Mode Cache `[Q:key] -> [I:FetchCached] -> [T]` (medium effort, ~half day) -```python -class MetadataFieldCache: - def __init__(self): - self._cache: dict[tuple[str, str], Any] = {} - - def get(self, metadata_id: str, field: str) -> Any: - key = (metadata_id, field) - if key not in self._cache: - self._cache[key] = self._fetch_from_metadata(metadata_id, field) - return self._cache[key] -``` - -Consumers request `(metadata_id, 'field_name')`, get cached value. No string-key dict access on the Metadata itself. The 130 sites become 130 cache lookups (1 branch each, total 130 codepaths instead of 1.13e18). +Introduce `MetadataFieldCache` keyed by aggregate + field name. Consumers request `(metadata_id, 'field_name')`, get cached value. The 123 sites become 123 cache lookups. #### Fix 3: Generational Handle (medium effort, ~half day) -Wrap `Metadata` in `(index: u32, generation: u32)` resolved through a registry. Validation is one comparison; mismatch returns the nil sentinel from Fix 1. Net effect: 251 lifetime branches collapse to 1 lookup + 1 generation comparison. Effective codepaths: 1.13e18 -> 35. +Wrap `Metadata` in `(index, generation)` resolved through a registry. Validation is one comparison; mismatch returns the nil sentinel from Fix 1. 3466 lifetime branches collapse to 1 lookup + 1 generation comparison. -**Field-access matrix (Metadata):** +### Finding 2 (HIGH): All other dict[str, Any] aggregates show similar patterns -| consumer | branch points | nil-check | field accesses | -|---|---|---|---| -| `_strip_stale_file_refreshes` | 12 | no | 0 | -| `format_discussion` | 0 | no | 0 | -| `_build_files_section_from_items` | 5 | **yes** | 0 | -| `_append_comms` | 1 | **yes** | 0 | -| `_trim_anthropic_history` | 13 | no | 0 | -| `_save_config_to_disk` | 1 | no | 0 | -| `_on_comms_entry` | 32 | no | 6 fields, 12 accesses | -| `_execute_single_tool_call_async` | 15 | **yes** | 0 | -| `_dashscope_call` | 5 | no | 0 | -| `ollama_chat` | 3 | no | 0 | -| `_pre_dispatch` | 8 | no | 0 | -| `_strip_cache_controls` | 4 | no | 0 | -| `_estimate_prompt_tokens` | 2 | no | 0 | -| `_add_history_cache_breakpoint` | 5 | no | 0 | -| `flat_config` | 2 | no | 0 | -| `_offload_entry_payload` | 10 | no | 0 | -| `_repair_minimax_history` | 10 | no | 1 (`append`) | -| `_strip_private_keys` | 0 | no | 0 | -| `_repair_deepseek_history` | 6 | no | 1 (`append`) | -| `entry_to_str` | 3 | no | 0 | -| `build_tier3_context` | 50 | no | 0 | -| `_estimate_message_tokens` | 9 | **yes** | 1 (`_est_tokens`) | -| `migrate_from_legacy_config` | 2 | no | 0 | -| `run` | 1 | no | 0 | -| `from_dict` | 0 | no | 0 | -| `save_project` | 7 | **yes** | 0 | -| `build_markdown_from_items` | 9 | no | 0 | -| `_start_track_logic` | 1 | no | 2 fields (`_start_track_logic_result`, `ai_status`) | -| `_refresh_api_metrics` | 11 | **yes** | 4 fields | -| `_start_track_logic_result` | 10 | no | 7 fields, 12 accesses | -| `_add_bleed_derived` | 0 | no | 0 | -| `build_markdown_no_history` | 0 | no | 0 | -| `_invalidate_token_estimate` | 0 | no | 0 | -| `_repair_anthropic_history` | 6 | no | 1 (`append`) | -| `_trim_minimax_history` | 8 | no | 0 | +The alias resolution makes 5 additional aggregates appear with similar profiles: +- FileItem: 117 producers / 66 consumers / 135 sites +- CommsLogEntry: 117 / 66 / 135 +- HistoryMessage: 118 / 68 / 137 +- ToolDefinition: 119 / 66 / 135 +- ToolCall: 118 / 67 / 136 -**Producers of Metadata (77 functions across 6 files):** +These are all aliases for `dict[str, Any]`. They share the same pattern: nominal immutability with pervasive string-key reach-through. -`src/api_hook_client.py` (33 producers): -- `get_status`, `get_gui_state`, `apply_patch`, `post_project`, `get_project_switch_status`, `get_project`, `push_event`, `drag`, `select_tab`, `trigger_patch`, `get_mma_workers`, `get_performance`, `wait_for_project_switch`, `reject_patch`, `get_mma_status`, `get_gui_diagnostics`, `get_session`, `get_startup_timeline`, `select_list_item`, `post_session`, `get_context_state`, `get_warmup_status`, `right_click`, `get_system_telemetry`, `get_warmup_wait`, `get_node_status`, `get_gui_health`, `get_patch_status`, `get_io_pool_status`, `post_gui`, `get_financial_metrics`, `click`, `set_value` +### Finding 3 (LOW): List-typed aggregates have narrower scope -`src/app_controller.py` (26 producers): -- `_api_get_mma_status`, `get_mma_status`, `get_session`, `status`, `_api_get_api_session`, `load_config`, `_api_get_api_project`, `_api_status`, `_api_get_gui_state`, `get_diagnostics`, `_api_get_session`, `wait`, `get_performance`, `get_session_insights`, `_api_get_diagnostics`, `get_gui_state`, `_api_generate`, `_offload_entry_payload`, `get_context`, `get_api_project`, `_api_get_performance`, `get_api_session`, `_api_token_stats`, `token_stats`, `generate`, `_api_get_context` +- CommsLog (`list[CommsLogEntry]`): 6 producers / 5 consumers / 4 sites +- History (`list[HistoryMessage]`): 7 / 7 / 8 +- FileItems (`list[FileItem]`): 6 / 9 / 6 -`src/ai_client.py` (9 producers): -- `get_gemini_cache_stats`, `_send_cli_round_result`, `_dashscope_call`, `_parse_tool_args_result`, `get_token_stats`, `_add_bleed_derived`, `_content_block_to_dict`, `ollama_chat`, `_load_credentials` +These are smaller in scope but the same pattern applies. -`src/project_manager.py` (7 producers): -- `load_history`, `default_discussion`, `load_project`, `default_project`, `flat_config`, `migrate_from_legacy_config`, `str_to_entry` +### Finding 4 (DATA-GAP): Result aggregate shows 0 producers/0 consumers -`src/models.py` (2 producers): -- `_load_config_from_disk`, `to_dict` +`Result` is a `dataclass`, not a `dict[str, Any]` alias. The PCG catches it via typed signatures but no functions in `src/` directly produce/consume it with the typed annotation. -**Full struct shape (inferred from 130 field-access sites):** +### Finding 5 (CANDIDATES): 3 candidate aggregates remain placeholders -Hot fields (>=3 accesses): -- `get`: 10 accesses (used as a method call - defensive nil-check pattern) -- `pop`: 3 accesses -- `append`: 3 accesses - -Used fields (1-2 accesses): -- `session_usage`, `files`, `ai_status`, `local_ts`, `_offload_entry_payload`, `ui_auto_add_history`, `_pending_comms_lock`, `_pending_history_adds_lock`, `_token_history`, `_pending_comms`, `_pending_history_adds`, `items`, `_est_tokens`, `output`, `content`, `marker`, `discussion`, `_start_track_logic_result`, `latency`, `_recalculate_session_usage`, `_token_stats`, `_gemini_cache_text`, `vendor_quota`, `last_error`, `error`, `_update_cached_stats`, `usage`, `context_files`, `_pending_gui_tasks_lock`, `_topological_sort_tickets_result`, `active_project_root`, `event_queue`, `engines`, `project`, `active_discussion`, `submit_io`, `tracks`, `config`, `mma_tier_usage`, `_pending_gui_tasks`, `mma_step_mode`, `active_project_path`, `estimated_prompt_tokens`, `max_prompt_tokens`, `utilization_pct`, `headroom`, `would_trim`, `sys_tokens`, `tool_tokens`, `history_tokens` - -**Cross-audit findings on Metadata:** - -| bucket | audit script | site count | example file | example line | note | -|---|---|---|---|---|---| -| optional_in_baseline | `audit_optional_in_3_files` | 76 | `src\ai_client.py` | 159 | 76 sites | - -The cross-audit mapping found 76 `Optional[T]` violation sites in `src/ai_client.py` that map to the Metadata aggregate via file-level fallback (because the PCG doesn't track per-line locations for function-level matches). This is a real signal: the file that produces the most Metadata also has the most `Optional[T]` violations. - -### Finding 2 (HIGH): FileItems aggregate has 104 effective codepaths + 1 nil-check - -**Severity:** High. Smaller than Metadata but same shape problem. - -**Evidence:** -- 3 consumers in `src/` -- 14 branch points across those consumers -- 1 nil-check function -- 0 typed field-access sites - -**Fix:** Same shape as Finding 1's Fix 1 (nil sentinel). Single-function impact; can be done in 30 minutes. - -### Finding 3 (MEDIUM): HistoryMessage has 4 effective codepaths + 4 untyped sites - -**Severity:** Medium. Small scope but same pattern. - -**Evidence:** -- 2 consumers in `src/` -- 2 branch points -- 4 untyped field-access sites, 0% typed - -**Fix:** Migrate to typed fields. The struct already has typed fields; consumers just need to stop using string-key access. - -### Finding 4 (LOW): ToolCall has 1 effective codepath + 1 untyped site - -**Severity:** Low. Single site, single consumer. - -**Evidence:** 1 consumer, 1 untyped access. - -**Fix:** Trivial. Change `entry['key']` to `entry.key`. - -### Finding 5 (DATA-GAP): 6 of 10 real aggregates show 0 producers/0 consumers - -**Severity:** Data gap, not a code defect. The PCG only detects function signatures with explicit type annotations. Aggregates whose consumers use untyped dict patterns are not captured. - -**Affected:** `CommsLog`, `CommsLogEntry`, `FileItem`, `History`, `Result`, `ToolDefinition` - -**Fix:** PCG needs P3 expansion (internal field-access tracking) to cover these. This is a follow-up track, not a code-path fix. +ToolSpec, ChatMessage, ProviderHistory are forward-compat placeholders for `any_type_componentization_20260621`. Real profiles would require that track merging first. --- -## 4. Per-Aggregate Profiles (full detail inlined) -This section embeds the full per-aggregate audit output. Each aggregate has its 15-section profile reproduced in full. +## 4. Per-Aggregate Profiles + +Each aggregate has its full 15-section profile in `aggregates/.md`. This section embeds the key per-aggregate data inline. + +### Per-aggregate summary table + +| Aggregate | Memory dim | Pattern | Producers | Consumers | Sites | Typed | Branches | Effective codepaths | +|---|---|---|---|---|---|---|---|---| +| `Metadata` | discussion | whole_struct | 485 | 754 | 101 | 0 | 6 | 4.01e+22 | +| `FileItem` | curation | whole_struct | 117 | 66 | 148 | 0 | 5 | 4.01e+22 | +| `FileItems` | curation | whole_struct | 6 | 9 | 6 | 0 | 5 | 8.39e+06 | +| `CommsLogEntry` | discussion | whole_struct | 117 | 66 | 148 | 0 | 5 | 4.01e+22 | +| `CommsLog` | discussion | whole_struct | 6 | 5 | 4 | 0 | 5 | 2.70e+01 | +| `HistoryMessage` | discussion | whole_struct | 118 | 68 | 144 | 0 | 5 | 4.01e+22 | +| `History` | discussion | whole_struct | 7 | 7 | 8 | 0 | 5 | 3.10e+01 | +| `ToolDefinition` | control | whole_struct | 119 | 66 | 148 | 0 | 5 | 4.01e+22 | +| `ToolCall` | control | whole_struct | 118 | 67 | 142 | 0 | 5 | 4.01e+22 | +| `Result` | control | mixed | 0 | 0 | 0 | 0 | 5 | 0.00e+00 | + +--- + +## 5. Per-Aggregate Detail (full profiles inlined) -### 4.1 Metadata +### 5.1 Metadata **Aggregate kind:** typealias **Memory dim:** discussion @@ -303,146 +153,146 @@ This section embeds the full per-aggregate audit output. Each aggregate has its ## Pipeline summary -- Producers: 483 -- Consumers: 752 -- Distinct producer fqnames: 457 -- Distinct consumer fqnames: 697 +- Producers: 485 +- Consumers: 754 +- Distinct producer fqnames: 459 +- Distinct consumer fqnames: 699 - Access pattern (aggregate): whole_struct - Frequency (aggregate): per_turn - Decomposition direction: hold - Struct field count (estimated): 6 -## Producers (483) +## Producers (485) ### `src\aggregate.py` (13 producers) -- `src.aggregate.run` (line 479) -- `src.aggregate.build_markdown_from_items` (line 348) -- `src.aggregate.build_file_items` (line 158) - `src.aggregate.build_beads_section` (line 327) -- `src.aggregate._build_files_section_from_items` (line 300) -- `src.aggregate.group_files_by_dir` (line 86) -- `src.aggregate.build_discussion_text` (line 373) -- `src.aggregate.build_tier3_context` (line 382) -- `src.aggregate.build_markdown_no_history` (line 366) +- `src.aggregate.build_markdown` (line 475) - `src.aggregate.compute_file_stats` (line 104) - `src.aggregate.build_discussion_section` (line 125) -- `src.aggregate.build_markdown` (line 475) +- `src.aggregate.group_files_by_dir` (line 86) +- `src.aggregate.build_file_items` (line 158) +- `src.aggregate.run` (line 479) +- `src.aggregate.build_markdown_no_history` (line 366) +- `src.aggregate.build_discussion_text` (line 373) - `src.aggregate.build_screenshots_section` (line 142) +- `src.aggregate.build_markdown_from_items` (line 348) +- `src.aggregate.build_tier3_context` (line 382) +- `src.aggregate._build_files_section_from_items` (line 300) ### `src\ai_client.py` (59 producers) -- `src.ai_client._try_warm_sdk_result` (line 298) -- `src.ai_client._list_llama_models` (line 3024) -- `src.ai_client._get_gemini_history_list` (line 1795) -- `src.ai_client._get_deepseek_tools` (line 1194) -- `src.ai_client._load_credentials` (line 282) -- `src.ai_client._send_gemini` (line 1802) -- `src.ai_client.run_tier4_analysis` (line 3082) -- `src.ai_client._send_llama_native` (line 2958) -- `src.ai_client._list_deepseek_models` (line 2135) -- `src.ai_client.ollama_chat` (line 2938) -- `src.ai_client.send` (line 3208) -- `src.ai_client._ensure_llama_client` (line 2844) -- `src.ai_client._add_bleed_derived` (line 3332) -- `src.ai_client._send_cli_round_result` (line 1746) -- `src.ai_client._extract_dashscope_tool_calls` (line 2754) -- `src.ai_client._execute_single_tool_call_async` (line 945) -- `src.ai_client.list_models` (line 506) -- `src.ai_client._run_script` (line 1038) -- `src.ai_client._strip_private_keys` (line 1464) -- `src.ai_client._parse_tool_args_result` (line 741) -- `src.ai_client.run_tier4_patch_generation` (line 3157) -- `src.ai_client._build_chunked_context_blocks` (line 1281) -- `src.ai_client._pre_dispatch` (line 2089) -- `src.ai_client._get_context_marker` (line 218) -- `src.ai_client._send_minimax` (line 2616) -- `src.ai_client.get_gemini_cache_stats` (line 1604) -- `src.ai_client._send_llama` (line 2858) -- `src.ai_client._send_qwen` (line 2773) -- `src.ai_client._ensure_grok_client` (line 2519) -- `src.ai_client.get_token_stats` (line 3185) -- `src.ai_client._chunk_text` (line 1278) -- `src.ai_client.run_discussion_compression` (line 3409) -- `src.ai_client._run_tier4_patch_generation_result` (line 3118) - `src.ai_client._get_combined_system_prompt` (line 221) -- `src.ai_client._list_grok_models` (line 2612) -- `src.ai_client._extract_minimax_reasoning` (line 2677) -- `src.ai_client._extract_gemini_thoughts_result` (line 1768) +- `src.ai_client._get_anthropic_tools` (line 664) +- `src.ai_client._chunk_text` (line 1278) - `src.ai_client._dashscope_call` (line 2716) - `src.ai_client._create_gemini_cache_result` (line 1706) -- `src.ai_client.run_with_tool_loop` (line 833) -- `src.ai_client.get_provider` (line 448) -- `src.ai_client._build_file_context_text` (line 1092) -- `src.ai_client.run_tier4_patch_callback` (line 3115) -- `src.ai_client.get_comms_log` (line 273) -- `src.ai_client._list_gemini_cli_models` (line 1616) -- `src.ai_client._send_gemini_cli` (line 2019) -- `src.ai_client._content_block_to_dict` (line 1200) -- `src.ai_client.get_combined_system_prompt` (line 236) -- `src.ai_client._list_qwen_models` (line 2769) -- `src.ai_client._run_tier4_analysis_result` (line 3042) -- `src.ai_client._get_anthropic_tools` (line 664) -- `src.ai_client.get_current_tier` (line 159) -- `src.ai_client.get_bias_profile` (line 619) +- `src.ai_client._strip_private_keys` (line 1464) +- `src.ai_client.list_models` (line 506) - `src.ai_client._truncate_tool_output` (line 1047) +- `src.ai_client._list_gemini_cli_models` (line 1616) +- `src.ai_client._add_bleed_derived` (line 3332) +- `src.ai_client._try_warm_sdk_result` (line 298) +- `src.ai_client.get_combined_system_prompt` (line 236) +- `src.ai_client._ensure_llama_client` (line 2844) +- `src.ai_client._content_block_to_dict` (line 1200) +- `src.ai_client.get_provider` (line 448) +- `src.ai_client._get_context_marker` (line 218) +- `src.ai_client.run_tier4_analysis` (line 3082) +- `src.ai_client._build_chunked_context_blocks` (line 1281) +- `src.ai_client.get_comms_log` (line 273) +- `src.ai_client._parse_tool_args_result` (line 741) - `src.ai_client._build_file_diff_text` (line 1105) -- `src.ai_client._send_grok` (line 2530) -- `src.ai_client._send_anthropic` (line 1405) +- `src.ai_client.get_bias_profile` (line 619) +- `src.ai_client.get_gemini_cache_stats` (line 1604) +- `src.ai_client.get_current_tier` (line 159) - `src.ai_client._send_deepseek` (line 2165) +- `src.ai_client._list_llama_models` (line 3024) +- `src.ai_client._send_llama` (line 2858) +- `src.ai_client._run_script` (line 1038) +- `src.ai_client._run_tier4_patch_generation_result` (line 3118) +- `src.ai_client._get_gemini_history_list` (line 1795) +- `src.ai_client.run_tier4_patch_generation` (line 3157) +- `src.ai_client._send_grok` (line 2530) +- `src.ai_client._ensure_grok_client` (line 2519) +- `src.ai_client.run_tier4_patch_callback` (line 3115) +- `src.ai_client._extract_dashscope_tool_calls` (line 2754) +- `src.ai_client._get_deepseek_tools` (line 1194) +- `src.ai_client._extract_minimax_reasoning` (line 2677) +- `src.ai_client._list_qwen_models` (line 2769) +- `src.ai_client._build_file_context_text` (line 1092) +- `src.ai_client._list_deepseek_models` (line 2135) +- `src.ai_client._list_grok_models` (line 2612) +- `src.ai_client._send_gemini_cli` (line 2019) +- `src.ai_client.run_discussion_compression` (line 3409) +- `src.ai_client._send_qwen` (line 2773) +- `src.ai_client._extract_gemini_thoughts_result` (line 1768) +- `src.ai_client._send_gemini` (line 1802) +- `src.ai_client._execute_single_tool_call_async` (line 945) +- `src.ai_client._run_tier4_analysis_result` (line 3042) +- `src.ai_client._pre_dispatch` (line 2089) +- `src.ai_client.ollama_chat` (line 2938) +- `src.ai_client._load_credentials` (line 282) +- `src.ai_client.get_token_stats` (line 3185) +- `src.ai_client._send_anthropic` (line 1405) - `src.ai_client.run_subagent_summarization` (line 3356) +- `src.ai_client._send_cli_round_result` (line 1746) +- `src.ai_client.send` (line 3208) +- `src.ai_client._send_llama_native` (line 2958) +- `src.ai_client._send_minimax` (line 2616) +- `src.ai_client.run_with_tool_loop` (line 833) ### `src\api_hook_client.py` (49 producers) -- `src.api_hook_client.get_warmup_wait` (line 332) -- `src.api_hook_client.get_session` (line 502) -- `src.api_hook_client.trigger_patch` (line 274) -- `src.api_hook_client.get_gui_diagnostics` (line 311) -- `src.api_hook_client.get_performance` (line 318) -- `src.api_hook_client.approve_mma_ticket` (line 583) -- `src.api_hook_client.get_system_telemetry` (line 524) -- `src.api_hook_client.pause_mma_pipeline` (line 565) -- `src.api_hook_client.reject_patch` (line 288) -- `src.api_hook_client.mutate_mma_dag` (line 576) -- `src.api_hook_client.get_context_state` (line 491) -- `src.api_hook_client.post_gui` (line 149) -- `src.api_hook_client.get_node_status` (line 532) -- `src.api_hook_client.post_session` (line 117) -- `src.api_hook_client.post_project` (line 470) -- `src.api_hook_client.select_list_item` (line 256) -- `src.api_hook_client.select_tab` (line 263) -- `src.api_hook_client.clear_events` (line 129) -- `src.api_hook_client.get_project` (line 367) -- `src.api_hook_client.kill_mma_worker` (line 561) -- `src.api_hook_client.get_gui_state` (line 165) -- `src.api_hook_client.post_project` (line 473) -- `src.api_hook_client.get_gui_health` (line 434) -- `src.api_hook_client.get_text_value` (line 204) -- `src.api_hook_client.get_mma_status` (line 539) -- `src.api_hook_client.spawn_mma_worker` (line 553) - `src.api_hook_client.click` (line 223) -- `src.api_hook_client._make_request` (line 65) -- `src.api_hook_client.wait_for_event` (line 136) -- `src.api_hook_client.get_warmup_status` (line 325) -- `src.api_hook_client.get_mma_workers` (line 546) -- `src.api_hook_client.get_events` (line 124) -- `src.api_hook_client.get_io_pool_status` (line 420) -- `src.api_hook_client.get_status` (line 105) -- `src.api_hook_client.set_value` (line 212) -- `src.api_hook_client.inject_context` (line 484) -- `src.api_hook_client.get_startup_timeline` (line 353) -- `src.api_hook_client.push_event` (line 156) -- `src.api_hook_client.get_warmup_canaries` (line 342) -- `src.api_hook_client.drag` (line 230) -- `src.api_hook_client.get_indicator_state` (line 303) -- `src.api_hook_client.apply_patch` (line 281) -- `src.api_hook_client.get_patch_status` (line 295) -- `src.api_hook_client.wait_for_project_switch` (line 389) -- `src.api_hook_client.get_value` (line 172) -- `src.api_hook_client.get_project_switch_status` (line 374) +- `src.api_hook_client.select_tab` (line 263) - `src.api_hook_client.right_click` (line 237) -- `src.api_hook_client.resume_mma_pipeline` (line 572) +- `src.api_hook_client.get_warmup_status` (line 325) +- `src.api_hook_client.get_project_switch_status` (line 374) +- `src.api_hook_client.get_text_value` (line 204) +- `src.api_hook_client.drag` (line 230) +- `src.api_hook_client.spawn_mma_worker` (line 553) +- `src.api_hook_client.trigger_patch` (line 274) +- `src.api_hook_client.set_value` (line 212) +- `src.api_hook_client.wait_for_project_switch` (line 389) +- `src.api_hook_client.get_system_telemetry` (line 524) +- `src.api_hook_client.get_session` (line 502) +- `src.api_hook_client.pause_mma_pipeline` (line 565) +- `src.api_hook_client.get_node_status` (line 532) +- `src.api_hook_client.reject_patch` (line 288) +- `src.api_hook_client.clear_events` (line 129) +- `src.api_hook_client.get_indicator_state` (line 303) +- `src.api_hook_client.post_project` (line 470) +- `src.api_hook_client.mutate_mma_dag` (line 576) +- `src.api_hook_client.get_performance` (line 318) +- `src.api_hook_client.get_context_state` (line 491) +- `src.api_hook_client.select_list_item` (line 256) +- `src.api_hook_client.wait_for_event` (line 136) +- `src.api_hook_client.inject_context` (line 484) - `src.api_hook_client.get_financial_metrics` (line 520) +- `src.api_hook_client.get_warmup_canaries` (line 342) +- `src.api_hook_client.get_gui_diagnostics` (line 311) +- `src.api_hook_client.get_warmup_wait` (line 332) +- `src.api_hook_client.push_event` (line 156) +- `src.api_hook_client._make_request` (line 65) +- `src.api_hook_client.get_patch_status` (line 295) +- `src.api_hook_client.post_project` (line 473) +- `src.api_hook_client.get_startup_timeline` (line 353) +- `src.api_hook_client.resume_mma_pipeline` (line 572) +- `src.api_hook_client.post_gui` (line 149) +- `src.api_hook_client.get_value` (line 172) +- `src.api_hook_client.approve_mma_ticket` (line 583) +- `src.api_hook_client.get_gui_health` (line 434) +- `src.api_hook_client.apply_patch` (line 281) +- `src.api_hook_client.get_io_pool_status` (line 420) +- `src.api_hook_client.get_project` (line 367) +- `src.api_hook_client.get_events` (line 124) +- `src.api_hook_client.get_mma_status` (line 539) +- `src.api_hook_client.post_session` (line 117) +- `src.api_hook_client.get_gui_state` (line 165) +- `src.api_hook_client.get_status` (line 105) +- `src.api_hook_client.get_mma_workers` (line 546) +- `src.api_hook_client.kill_mma_worker` (line 561) ### `src\api_hooks.py` (2 producers) @@ -455,100 +305,100 @@ This section embeds the full per-aggregate audit output. Each aggregate has its ### `src\app_controller.py` (72 producers) -- `src.app_controller._pending_mma_spawn` (line 2772) -- `src.app_controller._api_post_api_session` (line 178) +- `src.app_controller.get_symbol_definition` (line 69) +- `src.app_controller._extract_tool_name` (line 4460) +- `src.app_controller._api_get_api_session` (line 170) +- `src.app_controller._api_get_key` (line 100) +- `src.app_controller._api_get_gui_state` (line 123) +- `src.app_controller.get_api_project` (line 2853) +- `src.app_controller._offload_entry_payload` (line 4240) +- `src.app_controller.get_gui_state` (line 2829) +- `src.app_controller.__getattr__` (line 1273) +- `src.app_controller.rag_source` (line 1676) +- `src.app_controller._api_pending_actions` (line 335) +- `src.app_controller.current_model` (line 2796) +- `src.app_controller.pending_actions` (line 2874) +- `src.app_controller.get_session_insights` (line 3049) +- `src.app_controller._api_generate` (line 221) +- `src.app_controller.parse_symbols` (line 63) +- `src.app_controller.status` (line 2865) +- `src.app_controller.rag_collection_name` (line 1725) +- `src.app_controller.get_api_session` (line 2847) +- `src.app_controller._api_get_performance` (line 195) +- `src.app_controller.ai_status` (line 1598) +- `src.app_controller._get_discussion_names` (line 3741) +- `src.app_controller.get_performance` (line 2856) +- `src.app_controller._api_status` (line 209) +- `src.app_controller.stream` (line 2871) +- `src.app_controller.warmup_status` (line 2593) +- `src.app_controller.wait` (line 5205) +- `src.app_controller._api_post_gui` (line 162) +- `src.app_controller._confirm_and_run` (line 4402) - `src.app_controller.load_config` (line 5142) - `src.app_controller.post_gui` (line 2841) -- `src.app_controller.token_stats` (line 2898) -- `src.app_controller._api_get_api_project` (line 188) -- `src.app_controller._api_token_stats` (line 417) -- `src.app_controller._api_get_api_session` (line 170) -- `src.app_controller._confirm_and_run` (line 4402) -- `src.app_controller.current_model` (line 2796) -- `src.app_controller.rag_source` (line 1676) -- `src.app_controller._api_health` (line 116) -- `src.app_controller.current_provider` (line 2780) -- `src.app_controller._api_status` (line 209) -- `src.app_controller.startup_timeline` (line 1435) -- `src.app_controller._offload_entry_payload` (line 4240) -- `src.app_controller.warmup_status` (line 2593) -- `src.app_controller._get_discussion_names` (line 3741) -- `src.app_controller._api_post_gui` (line 162) -- `src.app_controller._api_confirm_action` (line 346) -- `src.app_controller.list_sessions` (line 2880) -- `src.app_controller.get_symbol_definition` (line 69) -- `src.app_controller.delete_session` (line 2889) -- `src.app_controller.get_performance` (line 2856) -- `src.app_controller.pending_actions` (line 2874) -- `src.app_controller.warmup_canaries` (line 2601) -- `src.app_controller._extract_tool_name` (line 4460) -- `src.app_controller.get_session_insights` (line 3049) -- `src.app_controller.parse_symbols` (line 63) -- `src.app_controller._api_list_sessions` (line 364) -- `src.app_controller.rag_mcp_server` (line 1711) -- `src.app_controller._compute_warmup_list` (line 2570) -- `src.app_controller._resolve_log_ref` (line 2145) -- `src.app_controller.stream` (line 2871) -- `src.app_controller._api_get_diagnostics` (line 202) -- `src.app_controller.get_gui_state` (line 2829) -- `src.app_controller._api_get_session` (line 374) -- `src.app_controller._api_pending_actions` (line 335) -- `src.app_controller.get_context` (line 2892) -- `src.app_controller.ai_status` (line 1598) -- `src.app_controller._api_get_context` (line 398) -- `src.app_controller.confirm_action` (line 2877) -- `src.app_controller._api_get_key` (line 100) -- `src.app_controller.active_project_root` (line 1546) -- `src.app_controller.submit_io` (line 2646) -- `src.app_controller.status` (line 2865) -- `src.app_controller.summary_cache` (line 1618) -- `src.app_controller.generate` (line 2868) -- `src.app_controller.get_api_project` (line 2853) -- `src.app_controller._api_generate` (line 221) -- `src.app_controller.rag_emb_provider` (line 1686) -- `src.app_controller.get_diagnostics` (line 2862) -- `src.app_controller.get_api_session` (line 2847) -- `src.app_controller._do_generate` (line 4004) -- `src.app_controller.mcp_config_json` (line 1734) -- `src.app_controller.wait` (line 5205) - `src.app_controller.ui_file_paths` (line 1764) -- `src.app_controller.__getattr__` (line 1273) -- `src.app_controller.get_api_key` (line 2823) -- `src.app_controller.get_mma_status` (line 2835) -- `src.app_controller._api_get_performance` (line 195) -- `src.app_controller.rag_mcp_tool` (line 1718) -- `src.app_controller.post_api_session` (line 2850) -- `src.app_controller._api_get_gui_state` (line 123) -- `src.app_controller._api_delete_session` (line 385) -- `src.app_controller._api_get_mma_status` (line 144) -- `src.app_controller.health` (line 2826) -- `src.app_controller._api_stream` (line 327) +- `src.app_controller._api_get_session` (line 374) +- `src.app_controller.token_stats` (line 2898) +- `src.app_controller.warmup_canaries` (line 2601) +- `src.app_controller._api_post_api_session` (line 178) - `src.app_controller.mma_status` (line 1606) -- `src.app_controller.get_session` (line 2883) +- `src.app_controller.rag_mcp_tool` (line 1718) +- `src.app_controller._resolve_log_ref` (line 2145) +- `src.app_controller.submit_io` (line 2646) +- `src.app_controller._api_confirm_action` (line 346) +- `src.app_controller.summary_cache` (line 1618) +- `src.app_controller.confirm_action` (line 2877) +- `src.app_controller.get_mma_status` (line 2835) +- `src.app_controller.health` (line 2826) +- `src.app_controller._pending_mma_spawn` (line 2772) +- `src.app_controller.get_diagnostics` (line 2862) +- `src.app_controller.startup_timeline` (line 1435) +- `src.app_controller._compute_warmup_list` (line 2570) +- `src.app_controller._api_token_stats` (line 417) +- `src.app_controller.post_api_session` (line 2850) - `src.app_controller._pending_mma_approval` (line 2776) -- `src.app_controller.rag_collection_name` (line 1725) +- `src.app_controller.get_context` (line 2892) +- `src.app_controller.get_session` (line 2883) +- `src.app_controller._api_list_sessions` (line 364) +- `src.app_controller._api_get_api_project` (line 188) +- `src.app_controller.rag_mcp_server` (line 1711) +- `src.app_controller.get_api_key` (line 2823) +- `src.app_controller.delete_session` (line 2889) +- `src.app_controller._api_get_context` (line 398) +- `src.app_controller.list_sessions` (line 2880) +- `src.app_controller._do_generate` (line 4004) +- `src.app_controller.current_provider` (line 2780) +- `src.app_controller.rag_emb_provider` (line 1686) +- `src.app_controller._api_get_mma_status` (line 144) +- `src.app_controller._api_health` (line 116) +- `src.app_controller._api_delete_session` (line 385) +- `src.app_controller._api_stream` (line 327) +- `src.app_controller._api_get_diagnostics` (line 202) +- `src.app_controller.active_project_root` (line 1546) +- `src.app_controller.mcp_config_json` (line 1734) +- `src.app_controller.generate` (line 2868) ### `src\beads_client.py` (2 producers) -- `src.beads_client._read_beads` (line 77) - `src.beads_client.create_bead` (line 42) +- `src.beads_client._read_beads` (line 77) ### `src\code_path_audit.py` (14 producers) -- `src.code_path_audit.generate_rationale` (line 606) -- `src.code_path_audit._extract_type_name` (line 172) -- `src.code_path_audit.to_markdown` (line 939) -- `src.code_path_audit.load_frequency_overrides` (line 494) -- `src.code_path_audit._atom` (line 865) +- `src.code_path_audit.render_rollups` (line 1264) +- `src.code_path_audit.load_memory_dim_overrides` (line 378) - `src.code_path_audit.read_input_json` (line 660) - `src.code_path_audit.to_tree` (line 1007) -- `src.code_path_audit._resolve_aliases` (line 224) -- `src.code_path_audit.render_rollups` (line 1268) -- `src.code_path_audit.to_dsl_v2` (line 871) -- `src.code_path_audit.code_path_audit_v2` (line 1349) -- `src.code_path_audit.parse_dsl_v2` (line 1034) - `src.code_path_audit.run_all_cross_audit_reads` (line 823) -- `src.code_path_audit.load_memory_dim_overrides` (line 378) +- `src.code_path_audit._atom` (line 865) +- `src.code_path_audit.to_dsl_v2` (line 871) +- `src.code_path_audit._resolve_aliases` (line 224) +- `src.code_path_audit.load_frequency_overrides` (line 494) +- `src.code_path_audit.code_path_audit_v2` (line 1305) +- `src.code_path_audit._extract_type_name` (line 172) +- `src.code_path_audit.to_markdown` (line 939) +- `src.code_path_audit.generate_rationale` (line 606) +- `src.code_path_audit.parse_dsl_v2` (line 1034) ### `src\code_path_audit_analysis.py` (2 producers) @@ -557,24 +407,29 @@ This section embeds the full per-aggregate audit output. Each aggregate has its ### `src\code_path_audit_cross_audit.py` (5 producers) -- `src.code_path_audit_cross_audit._normalize_path` (line 66) -- `src.code_path_audit_cross_audit.map_finding_to_aggregates` (line 71) -- `src.code_path_audit_cross_audit.aggregate_findings` (line 93) - `src.code_path_audit_cross_audit._file_to_aggregates` (line 36) +- `src.code_path_audit_cross_audit.map_finding_to_aggregates` (line 71) - `src.code_path_audit_cross_audit._aggregate_for_fqname` (line 51) +- `src.code_path_audit_cross_audit._normalize_path` (line 66) +- `src.code_path_audit_cross_audit.aggregate_findings` (line 93) + +### `src\code_path_audit_gen.py` (2 producers) + +- `src.code_path_audit_gen.strip_h1` (line 17) +- `src.code_path_audit_gen.generate_audit_report` (line 24) ### `src\code_path_audit_render.py` (3 producers) - `src.code_path_audit_render.render_full_markdown` (line 16) -- `src.code_path_audit_render.render_call_graph_rollup` (line 309) - `src.code_path_audit_render.render_field_usage_rollup` (line 285) +- `src.code_path_audit_render.render_call_graph_rollup` (line 309) ### `src\code_path_audit_ssdl.py` (4 producers) -- `src.code_path_audit_ssdl.render_ssdl_sketch` (line 175) -- `src.code_path_audit_ssdl.suggest_defusing_technique` (line 128) - `src.code_path_audit_ssdl.render_organization_deductions` (line 259) - `src.code_path_audit_ssdl.render_ssdl_rollup` (line 221) +- `src.code_path_audit_ssdl.suggest_defusing_technique` (line 128) +- `src.code_path_audit_ssdl.render_ssdl_sketch` (line 175) ### `src\command_palette.py` (1 producer) @@ -582,9 +437,9 @@ This section embeds the full per-aggregate audit output. Each aggregate has its ### `src\commands.py` (3 producers) +- `src.commands._get_real_registry` (line 47) - `src.commands.register` (line 39) - `src.commands.__getattr__` (line 43) -- `src.commands._get_real_registry` (line 47) ### `src\conductor_tech_lead.py` (2 producers) @@ -601,33 +456,33 @@ This section embeds the full per-aggregate audit output. Each aggregate has its ### `src\events.py` (3 producers) -- `src.events.to_dict` (line 166) - `src.events._make_serializable` (line 170) +- `src.events.to_dict` (line 166) - `src.events.get` (line 119) ### `src\external_editor.py` (3 producers) -- `src.external_editor.create_temp_modified_file` (line 147) -- `src.external_editor.build_diff_command` (line 30) - `src.external_editor._find_vscode_common_paths` (line 90) +- `src.external_editor.build_diff_command` (line 30) +- `src.external_editor.create_temp_modified_file` (line 147) ### `src\file_cache.py` (10 producers) -- `src.file_cache.get_curated_view` (line 291) -- `src.file_cache.update_definition` (line 790) -- `src.file_cache.get_file_id` (line 895) -- `src.file_cache.get_targeted_view` (line 371) -- `src.file_cache.get_skeleton` (line 207) - `src.file_cache.find_id` (line 129) - `src.file_cache._get_name` (line 123) +- `src.file_cache.get_targeted_view` (line 371) +- `src.file_cache.get_file_id` (line 895) +- `src.file_cache.get_curated_view` (line 291) - `src.file_cache.get_definition` (line 538) -- `src.file_cache.get_code_outline` (line 748) +- `src.file_cache.get_skeleton` (line 207) +- `src.file_cache.update_definition` (line 790) - `src.file_cache.get_signature` (line 636) +- `src.file_cache.get_code_outline` (line 748) ### `src\fuzzy_anchor.py` (2 producers) -- `src.fuzzy_anchor.get_context` (line 9) - `src.fuzzy_anchor.create_slice` (line 20) +- `src.fuzzy_anchor.get_context` (line 9) ### `src\gemini_cli_adapter.py` (1 producer) @@ -635,26 +490,26 @@ This section embeds the full per-aggregate audit output. Each aggregate has its ### `src\gui_2.py` (20 producers) -- `src.gui_2._populate_auto_slices_file_read_result` (line 7956) -- `src.gui_2.ui_message` (line 7544) -- `src.gui_2.askdirectory` (line 90) -- `src.gui_2.__getattr__` (line 742) -- `src.gui_2._capture_workspace_profile_ini_result` (line 8398) -- `src.gui_2._render_context_batch_actions_preview_result` (line 8167) -- `src.gui_2._render_ast_inspector_outline_result` (line 7863) -- `src.gui_2._resolve_font_path_result` (line 227) -- `src.gui_2._diag_layout_state_ini_text_result` (line 8373) -- `src.gui_2.missing_files` (line 806) -- `src.gui_2._render_warmup_status_indicator_result` (line 7732) -- `src.gui_2.app_debug_info` (line 810) -- `src.gui_2.current_provider` (line 772) -- `src.gui_2.askopenfilename` (line 88) -- `src.gui_2.truncate_entries` (line 173) -- `src.gui_2.ui_screenshot_paths` (line 1014) -- `src.gui_2.asksaveasfilename` (line 91) - `src.gui_2.current_model` (line 780) +- `src.gui_2.missing_files` (line 806) +- `src.gui_2._diag_layout_state_ini_text_result` (line 8373) +- `src.gui_2.askdirectory` (line 90) +- `src.gui_2.asksaveasfilename` (line 91) +- `src.gui_2._render_warmup_status_indicator_result` (line 7732) - `src.gui_2.ui_file_paths` (line 995) +- `src.gui_2.ui_message` (line 7544) +- `src.gui_2.app_debug_info` (line 810) +- `src.gui_2._render_context_batch_actions_preview_result` (line 8167) - `src.gui_2._populate_auto_slices_outline_result` (line 7926) +- `src.gui_2.ui_screenshot_paths` (line 1014) +- `src.gui_2.current_provider` (line 772) +- `src.gui_2.__getattr__` (line 742) +- `src.gui_2.askopenfilename` (line 88) +- `src.gui_2._render_ast_inspector_outline_result` (line 7863) +- `src.gui_2._populate_auto_slices_file_read_result` (line 7956) +- `src.gui_2._resolve_font_path_result` (line 227) +- `src.gui_2._capture_workspace_profile_ini_result` (line 8398) +- `src.gui_2.truncate_entries` (line 173) ### `src\history.py` (1 producer) @@ -666,18 +521,18 @@ This section embeds the full per-aggregate audit output. Each aggregate has its ### `src\log_registry.py` (6 producers) -- `src.log_registry.get_old_non_whitelisted_sessions` (line 390) -- `src.log_registry.__getitem__` (line 93) -- `src.log_registry.to_dict` (line 81) - `src.log_registry.to_dict` (line 62) -- `src.log_registry.get` (line 105) +- `src.log_registry.to_dict` (line 81) - `src.log_registry.sessions` (line 155) +- `src.log_registry.__getitem__` (line 93) +- `src.log_registry.get` (line 105) +- `src.log_registry.get_old_non_whitelisted_sessions` (line 390) ### `src\markdown_helper.py` (4 producers) -- `src.markdown_helper.detect_language` (line 378) - `src.markdown_helper._normalize_bullet_delimiters` (line 215) - `src.markdown_helper._normalize_nested_list_endings` (line 228) +- `src.markdown_helper.detect_language` (line 378) - `src.markdown_helper._normalize_list_continuations` (line 254) ### `src\markdown_table.py` (1 producer) @@ -686,130 +541,130 @@ This section embeds the full per-aggregate audit output. Each aggregate has its ### `src\mcp_client.py` (87 producers) -- `src.mcp_client.py_find_usages` (line 1431) -- `src.mcp_client.ts_c_update_definition_result` (line 496) -- `src.mcp_client.get_file_summary` (line 1093) -- `src.mcp_client.py_get_skeleton_result` (line 595) -- `src.mcp_client.ts_c_get_definition_result` (line 466) -- `src.mcp_client._ast_get_signature` (line 428) -- `src.mcp_client.get_tree` (line 1505) -- `src.mcp_client.py_set_signature` (line 1383) -- `src.mcp_client.ts_cpp_get_skeleton` (line 1217) -- `src.mcp_client.get_file_summary_result` (line 340) -- `src.mcp_client.dispatch` (line 1772) -- `src.mcp_client.ts_cpp_get_code_outline` (line 1231) -- `src.mcp_client.py_update_definition_result` (line 663) -- `src.mcp_client.read_file` (line 203) -- `src.mcp_client._build_tree` (line 1002) -- `src.mcp_client.py_get_signature_result` (line 684) -- `src.mcp_client._ast_update_definition` (line 432) -- `src.mcp_client.fetch_url_result` (line 1043) -- `src.mcp_client.get_git_diff_result` (line 397) -- `src.mcp_client.ts_cpp_update_definition_result` (line 576) -- `src.mcp_client.ts_cpp_update_definition` (line 1269) -- `src.mcp_client.async_dispatch` (line 1752) -- `src.mcp_client.py_get_definition_result` (line 646) -- `src.mcp_client.list_directory_result` (line 256) -- `src.mcp_client.ts_cpp_get_skeleton_result` (line 515) -- `src.mcp_client.py_get_imports` (line 1443) -- `src.mcp_client.search_files` (line 177) -- `src.mcp_client.py_get_var_declaration_result` (line 767) -- `src.mcp_client.read_file_result` (line 239) -- `src.mcp_client.derive_code_path` (line 1491) -- `src.mcp_client.ts_cpp_get_signature_result` (line 561) -- `src.mcp_client.py_get_symbol_info` (line 1335) -- `src.mcp_client.py_get_hierarchy` (line 1467) -- `src.mcp_client.py_set_signature_result` (line 714) -- `src.mcp_client.py_set_var_declaration` (line 1419) -- `src.mcp_client.py_get_class_summary` (line 1395) -- `src.mcp_client.py_check_syntax_result` (line 880) -- `src.mcp_client.ts_c_get_skeleton` (line 1149) -- `src.mcp_client.get_tool_schemas` (line 1954) -- `src.mcp_client.py_set_var_declaration_result` (line 789) -- `src.mcp_client.ts_cpp_get_definition` (line 1245) -- `src.mcp_client.get_all_tools` (line 1737) -- `src.mcp_client.py_get_imports_result` (line 853) -- `src.mcp_client.ts_c_get_code_outline` (line 1163) -- `src.mcp_client.py_get_definition` (line 1347) -- `src.mcp_client.set_file_slice` (line 1120) -- `src.mcp_client.search_files_result` (line 284) -- `src.mcp_client.py_update_definition` (line 1359) -- `src.mcp_client.ts_cpp_get_code_outline_result` (line 530) -- `src.mcp_client.get_file_slice` (line 1108) -- `src.mcp_client.web_search_result` (line 1026) -- `src.mcp_client.py_get_code_outline` (line 1323) -- `src.mcp_client.py_get_signature` (line 1371) -- `src.mcp_client.py_get_docstring` (line 1479) -- `src.mcp_client.py_get_symbol_info_result` (line 629) -- `src.mcp_client.derive_code_path_result` (line 923) -- `src.mcp_client.ts_cpp_get_signature` (line 1257) -- `src.mcp_client.ts_c_get_code_outline_result` (line 451) -- `src.mcp_client.edit_file_result` (line 312) -- `src.mcp_client._ast_get_definition` (line 424) -- `src.mcp_client.py_get_code_outline_result` (line 612) -- `src.mcp_client.ts_c_get_signature_result` (line 481) -- `src.mcp_client.get_ui_performance` (line 1601) -- `src.mcp_client.web_search` (line 1578) -- `src.mcp_client.get_tree_result` (line 992) -- `src.mcp_client.ts_cpp_get_definition_result` (line 546) -- `src.mcp_client.async_dispatch` (line 1939) -- `src.mcp_client.py_get_class_summary_result` (line 737) -- `src.mcp_client.get_ui_performance_result` (line 1066) -- `src.mcp_client.fetch_url` (line 1590) -- `src.mcp_client.py_get_docstring_result` (line 898) -- `src.mcp_client.set_file_slice_result` (line 374) -- `src.mcp_client.get_servers_status` (line 1748) -- `src.mcp_client.py_check_syntax` (line 1455) -- `src.mcp_client.edit_file` (line 1079) -- `src.mcp_client._ast_get_skeleton` (line 416) -- `src.mcp_client._ast_get_code_outline` (line 420) -- `src.mcp_client.get_file_slice_result` (line 357) - `src.mcp_client.get_git_diff` (line 1132) -- `src.mcp_client.ts_c_update_definition` (line 1201) +- `src.mcp_client.ts_cpp_get_definition` (line 1245) +- `src.mcp_client.dispatch` (line 1772) - `src.mcp_client.py_get_skeleton` (line 1311) -- `src.mcp_client.py_get_var_declaration` (line 1407) -- `src.mcp_client.py_find_usages_result` (line 811) -- `src.mcp_client.ts_c_get_skeleton_result` (line 436) -- `src.mcp_client.ts_c_get_definition` (line 1177) +- `src.mcp_client.list_directory_result` (line 256) +- `src.mcp_client.get_tree` (line 1505) +- `src.mcp_client.py_get_docstring_result` (line 898) +- `src.mcp_client.get_ui_performance` (line 1601) - `src.mcp_client.ts_c_get_signature` (line 1189) +- `src.mcp_client.ts_c_update_definition_result` (line 496) +- `src.mcp_client.py_get_skeleton_result` (line 595) +- `src.mcp_client.get_git_diff_result` (line 397) +- `src.mcp_client.py_get_code_outline` (line 1323) +- `src.mcp_client.ts_cpp_get_signature_result` (line 561) +- `src.mcp_client.py_get_imports_result` (line 853) +- `src.mcp_client.py_get_class_summary` (line 1395) +- `src.mcp_client.py_set_signature` (line 1383) +- `src.mcp_client.fetch_url_result` (line 1043) +- `src.mcp_client.py_get_class_summary_result` (line 737) +- `src.mcp_client.py_get_var_declaration_result` (line 767) +- `src.mcp_client.py_get_imports` (line 1443) +- `src.mcp_client.py_get_symbol_info_result` (line 629) +- `src.mcp_client.py_update_definition` (line 1359) +- `src.mcp_client.ts_c_get_code_outline_result` (line 451) +- `src.mcp_client._ast_get_code_outline` (line 420) +- `src.mcp_client.get_all_tools` (line 1737) +- `src.mcp_client.ts_c_get_definition_result` (line 466) +- `src.mcp_client.py_get_signature` (line 1371) +- `src.mcp_client.derive_code_path` (line 1491) +- `src.mcp_client.edit_file_result` (line 312) +- `src.mcp_client.async_dispatch` (line 1939) +- `src.mcp_client.get_servers_status` (line 1748) +- `src.mcp_client.read_file` (line 203) +- `src.mcp_client.get_tree_result` (line 992) +- `src.mcp_client.ts_cpp_update_definition` (line 1269) +- `src.mcp_client.edit_file` (line 1079) +- `src.mcp_client.py_get_var_declaration` (line 1407) +- `src.mcp_client.py_get_symbol_info` (line 1335) +- `src.mcp_client._ast_update_definition` (line 432) +- `src.mcp_client.py_get_hierarchy` (line 1467) - `src.mcp_client.list_directory` (line 191) +- `src.mcp_client.py_set_signature_result` (line 714) +- `src.mcp_client.ts_c_get_signature_result` (line 481) +- `src.mcp_client.web_search_result` (line 1026) +- `src.mcp_client.get_file_slice` (line 1108) +- `src.mcp_client.ts_cpp_update_definition_result` (line 576) +- `src.mcp_client.ts_c_update_definition` (line 1201) +- `src.mcp_client.py_get_definition_result` (line 646) +- `src.mcp_client.ts_c_get_skeleton_result` (line 436) +- `src.mcp_client.py_get_definition` (line 1347) +- `src.mcp_client.py_get_docstring` (line 1479) +- `src.mcp_client.web_search` (line 1578) +- `src.mcp_client.py_find_usages` (line 1431) +- `src.mcp_client.get_file_summary` (line 1093) +- `src.mcp_client.py_set_var_declaration` (line 1419) +- `src.mcp_client.ts_c_get_code_outline` (line 1163) +- `src.mcp_client.ts_cpp_get_signature` (line 1257) +- `src.mcp_client.get_file_summary_result` (line 340) +- `src.mcp_client.ts_cpp_get_code_outline_result` (line 530) +- `src.mcp_client.get_file_slice_result` (line 357) +- `src.mcp_client.py_check_syntax_result` (line 880) +- `src.mcp_client.ts_cpp_get_definition_result` (line 546) +- `src.mcp_client.get_ui_performance_result` (line 1066) +- `src.mcp_client.search_files_result` (line 284) +- `src.mcp_client.py_get_signature_result` (line 684) +- `src.mcp_client._build_tree` (line 1002) +- `src.mcp_client.set_file_slice` (line 1120) +- `src.mcp_client.ts_c_get_definition` (line 1177) +- `src.mcp_client.derive_code_path_result` (line 923) +- `src.mcp_client.py_get_code_outline_result` (line 612) +- `src.mcp_client.py_update_definition_result` (line 663) +- `src.mcp_client.py_find_usages_result` (line 811) +- `src.mcp_client.py_check_syntax` (line 1455) +- `src.mcp_client.fetch_url` (line 1590) +- `src.mcp_client.ts_cpp_get_skeleton` (line 1217) +- `src.mcp_client.set_file_slice_result` (line 374) +- `src.mcp_client._ast_get_skeleton` (line 416) +- `src.mcp_client.py_set_var_declaration_result` (line 789) +- `src.mcp_client.read_file_result` (line 239) +- `src.mcp_client.get_tool_schemas` (line 1954) +- `src.mcp_client._ast_get_signature` (line 428) +- `src.mcp_client.async_dispatch` (line 1752) +- `src.mcp_client.search_files` (line 177) +- `src.mcp_client.ts_cpp_get_code_outline` (line 1231) +- `src.mcp_client.ts_c_get_skeleton` (line 1149) +- `src.mcp_client.ts_cpp_get_skeleton_result` (line 515) +- `src.mcp_client._ast_get_definition` (line 424) ### `src\mcp_tool_specs.py` (3 producers) - `src.mcp_tool_specs.tool_names` (line 77) -- `src.mcp_tool_specs.to_dict` (line 33) - `src.mcp_tool_specs.to_dict` (line 46) +- `src.mcp_tool_specs.to_dict` (line 33) ### `src\models.py` (28 producers) -- `src.models.to_dict` (line 355) -- `src.models.to_dict` (line 737) -- `src.models.to_dict` (line 855) -- `src.models.to_dict` (line 1059) -- `src.models.provider` (line 770) -- `src.models.to_dict` (line 672) -- `src.models.to_dict` (line 596) -- `src.models.to_dict` (line 558) -- `src.models._load_config_from_disk` (line 186) -- `src.models.to_dict` (line 1024) -- `src.models.to_dict` (line 288) -- `src.models.to_dict` (line 618) -- `src.models.get` (line 349) -- `src.models.model` (line 775) -- `src.models.to_dict` (line 1000) -- `src.models.__getattr__` (line 271) - `src.models.to_dict` (line 913) +- `src.models.to_dict` (line 701) +- `src.models.get` (line 349) +- `src.models.provider` (line 770) - `src.models.to_dict` (line 886) -- `src.models.to_dict` (line 441) - `src.models.to_dict` (line 646) -- `src.models.to_dict` (line 406) -- `src.models._clean_nones` (line 179) -- `src.models.to_dict` (line 938) +- `src.models.model` (line 775) - `src.models.parse_history_entries` (line 214) +- `src.models.to_dict` (line 938) - `src.models.to_dict` (line 794) +- `src.models.to_dict` (line 737) - `src.models.to_dict` (line 486) - `src.models.to_dict` (line 971) -- `src.models.to_dict` (line 701) +- `src.models.to_dict` (line 355) +- `src.models.to_dict` (line 1059) +- `src.models.to_dict` (line 1024) +- `src.models._load_config_from_disk` (line 186) +- `src.models.to_dict` (line 672) +- `src.models._clean_nones` (line 179) +- `src.models.to_dict` (line 855) +- `src.models.to_dict` (line 1000) +- `src.models.__getattr__` (line 271) +- `src.models.to_dict` (line 288) +- `src.models.to_dict` (line 596) +- `src.models.to_dict` (line 558) +- `src.models.to_dict` (line 441) +- `src.models.to_dict` (line 618) +- `src.models.to_dict` (line 406) ### `src\module_loader.py` (1 producer) @@ -821,9 +676,9 @@ This section embeds the full per-aggregate audit output. Each aggregate has its ### `src\openai_schemas.py` (3 producers) -- `src.openai_schemas.to_legacy_dict` (line 80) -- `src.openai_schemas.to_dict` (line 35) - `src.openai_schemas.to_dict` (line 54) +- `src.openai_schemas.to_dict` (line 35) +- `src.openai_schemas.to_legacy_dict` (line 80) ### `src\orchestrator_pm.py` (2 producers) @@ -832,14 +687,14 @@ This section embeds the full per-aggregate audit output. Each aggregate has its ### `src\outline_tool.py` (3 producers) -- `src.outline_tool.get_outline` (line 127) - `src.outline_tool.get_docstring` (line 56) - `src.outline_tool.outline` (line 44) +- `src.outline_tool.get_outline` (line 127) ### `src\paths.py` (2 producers) -- `src.paths.get_full_path_info` (line 281) - `src.paths.info` (line 286) +- `src.paths.get_full_path_info` (line 281) ### `src\performance_monitor.py` (1 producer) @@ -847,33 +702,33 @@ This section embeds the full per-aggregate audit output. Each aggregate has its ### `src\personas.py` (3 producers) -- `src.personas.load_all` (line 29) - `src.personas._load_file` (line 86) +- `src.personas.load_all` (line 29) - `src.personas.get_persona_scope` (line 61) ### `src\presets.py` (3 producers) +- `src.presets.load_all` (line 24) - `src.presets.get_preset_scope` (line 84) - `src.presets._load_file` (line 99) -- `src.presets.load_all` (line 24) ### `src\project_manager.py` (15 producers) -- `src.project_manager.get_all_tracks` (line 342) -- `src.project_manager.load_history` (line 209) -- `src.project_manager.load_track_history` (line 314) -- `src.project_manager.calculate_track_progress` (line 420) -- `src.project_manager.load_project` (line 186) -- `src.project_manager.default_discussion` (line 117) -- `src.project_manager.flat_config` (line 267) - `src.project_manager.entry_to_str` (line 49) -- `src.project_manager.now_ts` (line 39) -- `src.project_manager.clean_nones` (line 220) -- `src.project_manager.str_to_entry` (line 75) -- `src.project_manager.default_project` (line 123) -- `src.project_manager.migrate_from_legacy_config` (line 253) -- `src.project_manager.get_git_commit` (line 104) +- `src.project_manager.load_history` (line 209) - `src.project_manager.format_discussion` (line 69) +- `src.project_manager.str_to_entry` (line 75) +- `src.project_manager.calculate_track_progress` (line 420) +- `src.project_manager.get_git_commit` (line 104) +- `src.project_manager.clean_nones` (line 220) +- `src.project_manager.default_discussion` (line 117) +- `src.project_manager.default_project` (line 123) +- `src.project_manager.now_ts` (line 39) +- `src.project_manager.get_all_tracks` (line 342) +- `src.project_manager.load_project` (line 186) +- `src.project_manager.load_track_history` (line 314) +- `src.project_manager.migrate_from_legacy_config` (line 253) +- `src.project_manager.flat_config` (line 267) ### `src\provider_state.py` (1 producer) @@ -885,9 +740,9 @@ This section embeds the full per-aggregate audit output. Each aggregate has its ### `src\rag_engine.py` (3 producers) -- `src.rag_engine.get_all_indexed_paths` (line 382) - `src.rag_engine._chunk_text` (line 210) - `src.rag_engine._read_file_content_result` (line 278) +- `src.rag_engine.get_all_indexed_paths` (line 382) ### `src\result_types.py` (1 producer) @@ -895,9 +750,9 @@ This section embeds the full per-aggregate audit output. Each aggregate has its ### `src\session_logger.py` (3 producers) -- `src.session_logger.log_tool_call` (line 166) -- `src.session_logger._now_ts` (line 57) - `src.session_logger.log_tool_output` (line 211) +- `src.session_logger._now_ts` (line 57) +- `src.session_logger.log_tool_call` (line 166) ### `src\shell_runner.py` (3 producers) @@ -911,18 +766,18 @@ This section embeds the full per-aggregate audit output. Each aggregate has its ### `src\summarize.py` (7 producers) -- `src.summarize._summarise_generic` (line 121) - `src.summarize.summarise_items` (line 194) -- `src.summarize.build_summary_markdown` (line 212) -- `src.summarize.summarise_file` (line 159) - `src.summarize._summarise_markdown` (line 105) -- `src.summarize._summarise_python` (line 31) +- `src.summarize._summarise_generic` (line 121) - `src.summarize._summarise_toml` (line 78) +- `src.summarize.summarise_file` (line 159) +- `src.summarize.build_summary_markdown` (line 212) +- `src.summarize._summarise_python` (line 31) ### `src\summary_cache.py` (3 producers) -- `src.summary_cache.get_stats` (line 102) - `src.summary_cache.get_file_hash` (line 10) +- `src.summary_cache.get_stats` (line 102) - `src.summary_cache.get_summary` (line 57) ### `src\synthesis_formatter.py` (1 producer) @@ -931,19 +786,19 @@ This section embeds the full per-aggregate audit output. Each aggregate has its ### `src\theme_2.py` (6 producers) -- `src.theme_2.get_palette_names` (line 291) -- `src.theme_2.get_syntax_palette_for_theme` (line 351) -- `src.theme_2.get_current_font_path` (line 123) -- `src.theme_2.get_current_palette` (line 117) - `src.theme_2.get_font_loading_params` (line 377) - `src.theme_2._build_semantic_colour_dict` (line 52) +- `src.theme_2.get_syntax_palette_for_theme` (line 351) +- `src.theme_2.get_current_palette` (line 117) +- `src.theme_2.get_current_font_path` (line 123) +- `src.theme_2.get_palette_names` (line 291) ### `src\theme_models.py` (4 producers) - `src.theme_models.load_themes_from_dir` (line 181) -- `src.theme_models.to_dict` (line 137) - `src.theme_models.to_dict` (line 107) - `src.theme_models.load_themes_from_toml` (line 200) +- `src.theme_models.to_dict` (line 137) ### `src\tool_bias.py` (1 producer) @@ -952,8 +807,8 @@ This section embeds the full per-aggregate audit output. Each aggregate has its ### `src\tool_presets.py` (4 producers) - `src.tool_presets._read_raw` (line 28) -- `src.tool_presets.load_all_presets` (line 42) - `src.tool_presets.load_all_bias_profiles` (line 91) +- `src.tool_presets.load_all_presets` (line 42) - `src.tool_presets.load_all` (line 63) ### `src\vendor_capabilities.py` (1 producer) @@ -971,369 +826,374 @@ This section embeds the full per-aggregate audit output. Each aggregate has its - `src.workspace_manager.load_all_profiles` (line 30) - `src.workspace_manager._load_file` (line 72) -## Consumers (752) +## Consumers (754) ### `src\aggregate.py` (14 consumers) -- `src.aggregate.is_absolute_with_drive` (line 60) -- `src.aggregate._build_files_section_from_items` (line 300) -- `src.aggregate.group_files_by_dir` (line 86) - `src.aggregate.compute_file_stats` (line 104) -- `src.aggregate.build_discussion_text` (line 373) -- `src.aggregate.build_markdown` (line 475) -- `src.aggregate.resolve_paths` (line 68) - `src.aggregate.build_tier3_context` (line 382) -- `src.aggregate.build_markdown_no_history` (line 366) +- `src.aggregate.is_absolute_with_drive` (line 60) - `src.aggregate.build_discussion_section` (line 125) -- `src.aggregate.build_screenshots_section` (line 142) +- `src.aggregate.resolve_paths` (line 68) +- `src.aggregate.group_files_by_dir` (line 86) - `src.aggregate.find_next_increment` (line 50) - `src.aggregate.run` (line 479) +- `src.aggregate.build_markdown_no_history` (line 366) +- `src.aggregate.build_markdown` (line 475) +- `src.aggregate.build_screenshots_section` (line 142) +- `src.aggregate.build_discussion_text` (line 373) +- `src.aggregate._build_files_section_from_items` (line 300) - `src.aggregate.build_markdown_from_items` (line 348) ### `src\ai_client.py` (74 consumers) -- `src.ai_client._send_gemini` (line 1802) -- `src.ai_client.run_tier4_analysis` (line 3082) -- `src.ai_client._send_llama_native` (line 2958) -- `src.ai_client._list_deepseek_models` (line 2135) -- `src.ai_client._extract_gemini_thoughts_result` (line 1768) -- `src.ai_client._classify_minimax_error` (line 375) -- `src.ai_client._add_bleed_derived` (line 3332) -- `src.ai_client.set_current_tier` (line 163) -- `src.ai_client._send_cli_round_result` (line 1746) -- `src.ai_client._extract_dashscope_tool_calls` (line 2754) -- `src.ai_client._strip_cache_controls` (line 1291) -- `src.ai_client._estimate_prompt_tokens` (line 1243) -- `src.ai_client.list_models` (line 506) -- `src.ai_client._run_script` (line 1038) -- `src.ai_client._strip_private_keys` (line 1464) -- `src.ai_client._dashscope_exception_from_response` (line 2750) -- `src.ai_client.set_agent_tools` (line 532) -- `src.ai_client.run_tier4_patch_generation` (line 3157) -- `src.ai_client.set_bias_profile` (line 611) -- `src.ai_client._build_chunked_context_blocks` (line 1281) -- `src.ai_client.run_tier4_patch_callback` (line 3115) -- `src.ai_client._pre_dispatch` (line 2089) -- `src.ai_client._send_minimax` (line 2616) -- `src.ai_client._send_qwen` (line 2773) -- `src.ai_client.get_token_stats` (line 3185) -- `src.ai_client._trim_anthropic_history` (line 1353) -- `src.ai_client.run_discussion_compression` (line 3409) -- `src.ai_client._run_tier4_patch_callback_result` (line 3089) -- `src.ai_client._set_tool_preset_result` (line 539) -- `src.ai_client._run_tier4_analysis_result` (line 3042) -- `src.ai_client._extract_minimax_reasoning` (line 2677) -- `src.ai_client._dashscope_call` (line 2716) +- `src.ai_client._count_gemini_tokens_for_stats_result` (line 3163) - `src.ai_client._create_gemini_cache_result` (line 1706) -- `src.ai_client._repair_minimax_history` (line 2462) +- `src.ai_client._dashscope_exception_from_response` (line 2750) +- `src.ai_client._list_gemini_models_result` (line 1626) +- `src.ai_client._strip_private_keys` (line 1464) +- `src.ai_client._classify_minimax_error` (line 375) +- `src.ai_client._truncate_tool_output` (line 1047) +- `src.ai_client._classify_gemini_error` (line 333) +- `src.ai_client._run_tier4_analysis_result` (line 3042) +- `src.ai_client._add_bleed_derived` (line 3332) +- `src.ai_client._try_warm_sdk_result` (line 298) +- `src.ai_client.set_project_context_marker` (line 214) +- `src.ai_client.get_token_stats` (line 3185) +- `src.ai_client.run_subagent_summarization` (line 3356) +- `src.ai_client.run_tier4_analysis` (line 3082) +- `src.ai_client._set_bias_profile_result` (line 590) +- `src.ai_client._parse_tool_args_result` (line 741) - `src.ai_client._classify_anthropic_error` (line 315) - `src.ai_client._should_cache_gemini_result` (line 1679) -- `src.ai_client.set_base_system_prompt` (line 206) -- `src.ai_client._set_minimax_provider_result` (line 398) -- `src.ai_client._count_gemini_tokens_for_stats_result` (line 3163) -- `src.ai_client.run_with_tool_loop` (line 833) -- `src.ai_client.set_project_context_marker` (line 214) - `src.ai_client._repair_anthropic_history` (line 1381) -- `src.ai_client._add_history_cache_breakpoint` (line 1299) -- `src.ai_client._send_gemini_cli` (line 2019) -- `src.ai_client._content_block_to_dict` (line 1200) -- `src.ai_client._list_gemini_models_result` (line 1626) -- `src.ai_client.set_custom_system_prompt` (line 201) +- `src.ai_client._dashscope_call` (line 2716) - `src.ai_client._strip_stale_file_refreshes` (line 1253) -- `src.ai_client._append_comms` (line 257) -- `src.ai_client._classify_deepseek_error` (line 349) -- `src.ai_client.ollama_chat` (line 2938) -- `src.ai_client.set_provider` (line 417) -- `src.ai_client.send` (line 3208) -- `src.ai_client._truncate_tool_output` (line 1047) -- `src.ai_client._execute_tool_calls_concurrently` (line 758) -- `src.ai_client._repair_deepseek_history` (line 2138) -- `src.ai_client._execute_single_tool_call_async` (line 945) -- `src.ai_client.set_tool_preset` (line 576) -- `src.ai_client._invalidate_token_estimate` (line 1240) -- `src.ai_client._send_grok` (line 2530) -- `src.ai_client._send_anthropic` (line 1405) -- `src.ai_client._parse_tool_args_result` (line 741) +- `src.ai_client.list_models` (line 506) +- `src.ai_client._strip_cache_controls` (line 1291) - `src.ai_client._send_deepseek` (line 2165) -- `src.ai_client.run_subagent_summarization` (line 3356) - `src.ai_client._list_minimax_models_result` (line 2436) -- `src.ai_client._try_warm_sdk_result` (line 298) -- `src.ai_client._set_bias_profile_result` (line 590) +- `src.ai_client.set_custom_system_prompt` (line 201) - `src.ai_client._trim_minimax_history` (line 2482) - `src.ai_client._send_llama` (line 2858) -- `src.ai_client._classify_gemini_error` (line 333) -- `src.ai_client._get_gemini_history_list` (line 1795) -- `src.ai_client._chunk_text` (line 1278) -- `src.ai_client._run_tier4_patch_generation_result` (line 3118) +- `src.ai_client._run_script` (line 1038) +- `src.ai_client._content_block_to_dict` (line 1200) +- `src.ai_client._build_chunked_context_blocks` (line 1281) +- `src.ai_client.set_current_tier` (line 163) +- `src.ai_client._set_tool_preset_result` (line 539) +- `src.ai_client.set_tool_preset` (line 576) +- `src.ai_client._trim_anthropic_history` (line 1353) +- `src.ai_client.set_bias_profile` (line 611) +- `src.ai_client.run_tier4_patch_callback` (line 3115) - `src.ai_client._estimate_message_tokens` (line 1218) +- `src.ai_client._extract_dashscope_tool_calls` (line 2754) +- `src.ai_client._repair_minimax_history` (line 2462) +- `src.ai_client._extract_minimax_reasoning` (line 2677) +- `src.ai_client.set_agent_tools` (line 532) +- `src.ai_client.set_base_system_prompt` (line 206) +- `src.ai_client._repair_deepseek_history` (line 2138) +- `src.ai_client._add_history_cache_breakpoint` (line 1299) +- `src.ai_client._execute_tool_calls_concurrently` (line 758) +- `src.ai_client._estimate_prompt_tokens` (line 1243) +- `src.ai_client._list_deepseek_models` (line 2135) +- `src.ai_client._send_gemini_cli` (line 2019) +- `src.ai_client.run_discussion_compression` (line 3409) +- `src.ai_client._send_qwen` (line 2773) +- `src.ai_client._run_tier4_patch_callback_result` (line 3089) +- `src.ai_client._extract_gemini_thoughts_result` (line 1768) +- `src.ai_client._send_gemini` (line 1802) +- `src.ai_client._execute_single_tool_call_async` (line 945) +- `src.ai_client._set_minimax_provider_result` (line 398) +- `src.ai_client._pre_dispatch` (line 2089) +- `src.ai_client._invalidate_token_estimate` (line 1240) +- `src.ai_client.ollama_chat` (line 2938) +- `src.ai_client._run_tier4_patch_generation_result` (line 3118) +- `src.ai_client._classify_deepseek_error` (line 349) +- `src.ai_client._get_gemini_history_list` (line 1795) +- `src.ai_client._send_anthropic` (line 1405) +- `src.ai_client._send_cli_round_result` (line 1746) +- `src.ai_client.send` (line 3208) +- `src.ai_client._send_llama_native` (line 2958) +- `src.ai_client.run_tier4_patch_generation` (line 3157) +- `src.ai_client._send_grok` (line 2530) +- `src.ai_client.set_provider` (line 417) +- `src.ai_client._send_minimax` (line 2616) +- `src.ai_client.run_with_tool_loop` (line 833) +- `src.ai_client._append_comms` (line 257) +- `src.ai_client._chunk_text` (line 1278) ### `src\api_hook_client.py` (26 consumers) -- `src.api_hook_client.approve_mma_ticket` (line 583) -- `src.api_hook_client.post_project` (line 473) -- `src.api_hook_client.mutate_mma_dag` (line 576) -- `src.api_hook_client.post_gui` (line 149) -- `src.api_hook_client.get_node_status` (line 532) -- `src.api_hook_client.select_tab` (line 263) -- `src.api_hook_client.kill_mma_worker` (line 561) -- `src.api_hook_client.drag` (line 230) -- `src.api_hook_client.get_text_value` (line 204) -- `src.api_hook_client.right_click` (line 237) -- `src.api_hook_client.spawn_mma_worker` (line 553) -- `src.api_hook_client.click` (line 223) -- `src.api_hook_client._make_request` (line 65) -- `src.api_hook_client.wait_for_event` (line 136) -- `src.api_hook_client.request_confirmation` (line 244) -- `src.api_hook_client.set_value` (line 212) -- `src.api_hook_client.inject_context` (line 484) - `src.api_hook_client.__init__` (line 58) -- `src.api_hook_client.push_event` (line 156) -- `src.api_hook_client.get_indicator_state` (line 303) -- `src.api_hook_client.wait_for_project_switch` (line 389) +- `src.api_hook_client.get_text_value` (line 204) - `src.api_hook_client.get_value` (line 172) -- `src.api_hook_client.post_session` (line 117) +- `src.api_hook_client.drag` (line 230) +- `src.api_hook_client.spawn_mma_worker` (line 553) +- `src.api_hook_client.wait_for_project_switch` (line 389) +- `src.api_hook_client.get_indicator_state` (line 303) +- `src.api_hook_client.right_click` (line 237) +- `src.api_hook_client.mutate_mma_dag` (line 576) - `src.api_hook_client.trigger_patch` (line 274) -- `src.api_hook_client.post_project` (line 470) +- `src.api_hook_client.set_value` (line 212) - `src.api_hook_client.select_list_item` (line 256) +- `src.api_hook_client.wait_for_event` (line 136) +- `src.api_hook_client.get_node_status` (line 532) +- `src.api_hook_client.post_project` (line 470) +- `src.api_hook_client.request_confirmation` (line 244) +- `src.api_hook_client.push_event` (line 156) +- `src.api_hook_client._make_request` (line 65) +- `src.api_hook_client.post_project` (line 473) +- `src.api_hook_client.post_gui` (line 149) +- `src.api_hook_client.approve_mma_ticket` (line 583) +- `src.api_hook_client.inject_context` (line 484) +- `src.api_hook_client.post_session` (line 117) +- `src.api_hook_client.kill_mma_worker` (line 561) +- `src.api_hook_client.click` (line 223) +- `src.api_hook_client.select_tab` (line 263) ### `src\api_hooks.py` (10 consumers) +- `src.api_hooks._has_app_attr` (line 66) +- `src.api_hooks._safe_controller_result` (line 81) +- `src.api_hooks._serialize_for_api` (line 142) +- `src.api_hooks._parse_float_result` (line 100) - `src.api_hooks._get_app_attr` (line 56) - `src.api_hooks.__init__` (line 910) -- `src.api_hooks.__init__` (line 133) -- `src.api_hooks._safe_controller_result` (line 81) -- `src.api_hooks._parse_float_result` (line 100) - `src.api_hooks._set_app_attr` (line 72) -- `src.api_hooks.__init__` (line 857) +- `src.api_hooks.__init__` (line 133) - `src.api_hooks.log_message` (line 853) -- `src.api_hooks._has_app_attr` (line 66) -- `src.api_hooks._serialize_for_api` (line 142) +- `src.api_hooks.__init__` (line 857) ### `src\api_hooks_helpers.py` (3 consumers) +- `src.api_hooks_helpers._set_app_attr` (line 19) - `src.api_hooks_helpers._get_app_attr` (line 3) - `src.api_hooks_helpers._has_app_attr` (line 13) -- `src.api_hooks_helpers._set_app_attr` (line 19) ### `src\app_controller.py` (123 consumers) -- `src.app_controller._flush_to_project_result` (line 2180) -- `src.app_controller._handle_mma_state_update` (line 460) -- `src.app_controller._on_comms_entry` (line 4282) -- `src.app_controller._rename_discussion` (line 4115) -- `src.app_controller._topological_sort_tickets_result` (line 4708) -- `src.app_controller.ui_file_paths` (line 1768) -- `src.app_controller.rag_emb_provider` (line 1690) -- `src.app_controller._cb_save_view_preset` (line 3696) -- `src.app_controller._handle_set_tool_log_dirty` (line 737) -- `src.app_controller._api_get_session` (line 374) -- `src.app_controller._set_rag_status` (line 3434) -- `src.app_controller.__init__` (line 5194) -- `src.app_controller.mutate_dag` (line 4877) -- `src.app_controller.cb_load_prior_log` (line 2120) -- `src.app_controller._save_fallback_project_result` (line 2461) -- `src.app_controller._handle_clear_summary_cache` (line 3372) -- `src.app_controller._update_gcli_adapter` (line 1831) -- `src.app_controller._delete_discussion` (line 4131) -- `src.app_controller._handle_click` (line 583) -- `src.app_controller._symbol_resolution_result` (line 3506) -- `src.app_controller.current_provider` (line 2784) -- `src.app_controller._on_ai_stream` (line 4271) -- `src.app_controller._api_post_gui` (line 162) -- `src.app_controller._handle_hide_patch_modal` (line 751) -- `src.app_controller._api_confirm_action` (line 346) -- `src.app_controller._cb_load_track_result` (line 5013) -- `src.app_controller.get_symbol_definition` (line 69) -- `src.app_controller._create_discussion` (line 4081) -- `src.app_controller.delete_session` (line 2889) -- `src.app_controller._handle_mma_step_approval` (line 648) -- `src.app_controller.mma_status` (line 1610) -- `src.app_controller._cb_save_workspace_profile` (line 2910) +- `src.app_controller._set_mcp_config_json_result` (line 1745) +- `src.app_controller._offload_entry_payload` (line 4240) +- `src.app_controller.__getattr__` (line 1273) - `src.app_controller._spawn_worker` (line 4829) -- `src.app_controller._extract_tool_name` (line 4460) -- `src.app_controller.__init__` (line 5172) -- `src.app_controller.approve_ticket` (line 4864) -- `src.app_controller.__init__` (line 78) -- `src.app_controller._do_project_switch` (line 3146) -- `src.app_controller._handle_show_track_proposal` (line 538) -- `src.app_controller.load_context_preset` (line 3394) -- `src.app_controller._handle_set_value` (line 562) -- `src.app_controller.parse_symbols` (line 63) -- `src.app_controller.inject_context` (line 2523) -- `src.app_controller._cb_start_track` (line 4662) -- `src.app_controller._append_tool_log` (line 4381) -- `src.app_controller._cb_delete_persona` (line 3689) -- `src.app_controller._test_callback_func_write_to_file` (line 1932) -- `src.app_controller._apply_preset` (line 3616) -- `src.app_controller._resolve_log_ref` (line 2145) -- `src.app_controller._list_models_for_provider_result` (line 3544) -- `src.app_controller._cb_ticket_retry` (line 4809) -- `src.app_controller._handle_custom_callback` (line 543) -- `src.app_controller.kill_worker` (line 4841) -- `src.app_controller._handle_set_mma_status` (line 525) -- `src.app_controller.resolve_pending_action` (line 4442) - `src.app_controller._record_startup_timeline_error` (line 1412) -- `src.app_controller._on_api_event` (line 4260) -- `src.app_controller._api_delete_session` (line 385) -- `src.app_controller._refresh_api_metrics` (line 3074) -- `src.app_controller._handle_clear_ask` (line 641) -- `src.app_controller.rag_mcp_server` (line 1714) -- `src.app_controller._fetch_models` (line 3565) -- `src.app_controller.current_model` (line 2800) -- `src.app_controller.confirm_action` (line 2877) +- `src.app_controller._handle_ai_response` (line 428) +- `src.app_controller.ai_status` (line 1602) +- `src.app_controller._apply_preset` (line 3616) - `src.app_controller._cb_ticket_skip` (line 4819) -- `src.app_controller._api_get_key` (line 100) -- `src.app_controller._handle_drag` (line 613) -- `src.app_controller._rag_search_result` (line 3488) -- `src.app_controller._deserialize_active_track_result` (line 2195) -- `src.app_controller.rag_source` (line 1680) -- `src.app_controller.start_services` (line 2560) -- `src.app_controller._handle_select_list_item` (line 628) -- `src.app_controller._cb_apply_view_preset` (line 3714) -- `src.app_controller._handle_refresh_from_project` (line 741) -- `src.app_controller._handle_ask` (line 635) -- `src.app_controller._cb_delete_bias_profile` (line 3678) +- `src.app_controller._cb_load_track_result` (line 5013) +- `src.app_controller._handle_show_patch_modal` (line 745) +- `src.app_controller._fetch_models` (line 3565) +- `src.app_controller._handle_hide_patch_modal` (line 751) +- `src.app_controller._handle_clear_ask` (line 641) +- `src.app_controller._execute_gui_task_result` (line 1866) +- `src.app_controller.mcp_config_json` (line 1737) +- `src.app_controller._start_track_logic` (line 4721) +- `src.app_controller._cb_save_bias_profile` (line 3671) - `src.app_controller._on_tool_log` (line 4230) - `src.app_controller._cb_load_workspace_profile` (line 2930) -- `src.app_controller.__getattr__` (line 1273) -- `src.app_controller._init_ai_and_hooks` (line 2718) -- `src.app_controller._report_worker_error` (line 3528) -- `src.app_controller._handle_ticket_completed` (line 710) +- `src.app_controller.ui_file_paths` (line 1768) +- `src.app_controller._handle_mma_step_approval` (line 648) - `src.app_controller._cb_create_track` (line 4944) -- `src.app_controller._confirm_and_run` (line 4402) -- `src.app_controller._set_mcp_config_json_result` (line 1745) -- `src.app_controller.get_api_key` (line 2823) -- `src.app_controller.mcp_config_json` (line 1737) -- `src.app_controller._handle_set_ai_status` (line 521) +- `src.app_controller.parse_symbols` (line 63) +- `src.app_controller._handle_click` (line 583) - `src.app_controller._handle_mma_stream` (line 529) -- `src.app_controller.post_api_session` (line 2850) -- `src.app_controller._cb_save_bias_profile` (line 3671) +- `src.app_controller.__init__` (line 5172) +- `src.app_controller._refresh_api_metrics` (line 3074) +- `src.app_controller.current_provider` (line 2784) +- `src.app_controller.inject_context` (line 2523) +- `src.app_controller._symbol_resolution_result` (line 3506) +- `src.app_controller._on_api_event` (line 4260) - `src.app_controller._on_performance_alert` (line 3038) -- `src.app_controller._start_track_logic_result` (line 4728) -- `src.app_controller._handle_refresh_api_metrics` (line 517) -- `src.app_controller._on_warmup_complete_for_timeline` (line 1504) -- `src.app_controller.set_vendor_quota` (line 3101) -- `src.app_controller._switch_project` (line 3193) -- `src.app_controller._load_project_from_path_result` (line 2446) -- `src.app_controller._on_sigint` (line 780) -- `src.app_controller._start_track_logic` (line 4721) -- `src.app_controller._switch_discussion` (line 3749) -- `src.app_controller._handle_right_click` (line 621) -- `src.app_controller._handle_show_patch_modal` (line 745) -- `src.app_controller._offload_entry_payload` (line 4240) -- `src.app_controller._cb_delete_view_preset` (line 3724) -- `src.app_controller.get_session` (line 2883) -- `src.app_controller.rag_mcp_tool` (line 1721) -- `src.app_controller._cb_delete_workspace_profile` (line 2921) -- `src.app_controller._handle_mma_respond` (line 4972) -- `src.app_controller._api_post_api_session` (line 178) -- `src.app_controller._execute_gui_task_result` (line 1866) -- `src.app_controller._handle_ticket_started` (line 689) -- `src.app_controller.post_gui` (line 2841) -- `src.app_controller._cb_load_track` (line 5000) -- `src.app_controller._cb_save_persona` (line 3682) -- `src.app_controller._parse_token_history_first_ts_result` (line 2232) +- `src.app_controller.__init__` (line 5194) - `src.app_controller.rag_collection_name` (line 1728) -- `src.app_controller._handle_set_comms_dirty` (line 733) -- `src.app_controller.ai_status` (line 1602) -- `src.app_controller._cb_new_project_automated` (line 3131) +- `src.app_controller.rag_emb_provider` (line 1690) +- `src.app_controller.kill_worker` (line 4841) +- `src.app_controller._rename_discussion` (line 4115) +- `src.app_controller._handle_set_mma_status` (line 525) +- `src.app_controller._api_get_key` (line 100) +- `src.app_controller._switch_project` (line 3193) +- `src.app_controller._cb_apply_view_preset` (line 3714) +- `src.app_controller._handle_select_list_item` (line 628) +- `src.app_controller._cb_delete_bias_profile` (line 3678) +- `src.app_controller._save_fallback_project_result` (line 2461) +- `src.app_controller.resolve_pending_action` (line 4442) +- `src.app_controller._cb_save_persona` (line 3682) +- `src.app_controller._api_post_gui` (line 162) - `src.app_controller._handle_mma_spawn_approval` (line 662) +- `src.app_controller._api_get_session` (line 374) +- `src.app_controller._deserialize_active_track_result` (line 2195) +- `src.app_controller._api_post_api_session` (line 178) +- `src.app_controller.set_vendor_quota` (line 3101) - `src.app_controller._handle_bead_updated` (line 721) -- `src.app_controller._handle_ai_response` (line 428) +- `src.app_controller._switch_discussion` (line 3749) +- `src.app_controller._cb_load_track` (line 5000) +- `src.app_controller._create_discussion` (line 4081) +- `src.app_controller.__init__` (line 78) +- `src.app_controller.rag_source` (line 1680) +- `src.app_controller._handle_mma_respond` (line 4972) +- `src.app_controller._init_ai_and_hooks` (line 2718) +- `src.app_controller._api_confirm_action` (line 346) +- `src.app_controller._load_project_from_path_result` (line 2446) +- `src.app_controller._cb_save_view_preset` (line 3696) +- `src.app_controller.current_model` (line 2800) +- `src.app_controller.rag_mcp_tool` (line 1721) +- `src.app_controller._cb_save_workspace_profile` (line 2910) +- `src.app_controller._handle_ticket_started` (line 689) +- `src.app_controller.post_api_session` (line 2850) +- `src.app_controller._cb_delete_persona` (line 3689) +- `src.app_controller._topological_sort_tickets_result` (line 4708) +- `src.app_controller._on_sigint` (line 780) +- `src.app_controller._on_ai_stream` (line 4271) +- `src.app_controller._handle_ask` (line 635) +- `src.app_controller._rag_search_result` (line 3488) +- `src.app_controller.get_api_key` (line 2823) +- `src.app_controller._flush_to_project_result` (line 2180) +- `src.app_controller._list_models_for_provider_result` (line 3544) +- `src.app_controller._confirm_and_run` (line 4402) +- `src.app_controller._report_worker_error` (line 3528) +- `src.app_controller.post_gui` (line 2841) +- `src.app_controller.delete_session` (line 2889) +- `src.app_controller.start_services` (line 2560) +- `src.app_controller._handle_show_track_proposal` (line 538) +- `src.app_controller._handle_set_comms_dirty` (line 733) +- `src.app_controller._handle_custom_callback` (line 543) +- `src.app_controller._handle_ticket_completed` (line 710) +- `src.app_controller._cb_delete_view_preset` (line 3724) +- `src.app_controller.rag_mcp_server` (line 1714) +- `src.app_controller.approve_ticket` (line 4864) +- `src.app_controller.mutate_dag` (line 4877) +- `src.app_controller._handle_refresh_from_project` (line 741) +- `src.app_controller._handle_right_click` (line 621) +- `src.app_controller._parse_token_history_first_ts_result` (line 2232) +- `src.app_controller._resolve_log_ref` (line 2145) +- `src.app_controller._set_rag_status` (line 3434) +- `src.app_controller._handle_set_tool_log_dirty` (line 737) +- `src.app_controller._handle_drag` (line 613) +- `src.app_controller._api_delete_session` (line 385) +- `src.app_controller._handle_clear_summary_cache` (line 3372) +- `src.app_controller._handle_set_value` (line 562) +- `src.app_controller._handle_set_ai_status` (line 521) +- `src.app_controller._on_comms_entry` (line 4282) +- `src.app_controller._append_tool_log` (line 4381) +- `src.app_controller._handle_refresh_api_metrics` (line 517) +- `src.app_controller.confirm_action` (line 2877) +- `src.app_controller._cb_delete_workspace_profile` (line 2921) +- `src.app_controller.load_context_preset` (line 3394) +- `src.app_controller._delete_discussion` (line 4131) +- `src.app_controller.mma_status` (line 1610) +- `src.app_controller._on_warmup_complete_for_timeline` (line 1504) +- `src.app_controller._do_project_switch` (line 3146) +- `src.app_controller._handle_mma_state_update` (line 460) +- `src.app_controller.cb_load_prior_log` (line 2120) +- `src.app_controller.get_session` (line 2883) +- `src.app_controller._test_callback_func_write_to_file` (line 1932) +- `src.app_controller._start_track_logic_result` (line 4728) +- `src.app_controller._cb_start_track` (line 4662) +- `src.app_controller.get_symbol_definition` (line 69) +- `src.app_controller._extract_tool_name` (line 4460) +- `src.app_controller._update_gcli_adapter` (line 1831) +- `src.app_controller._cb_new_project_automated` (line 3131) +- `src.app_controller._cb_ticket_retry` (line 4809) ### `src\beads_client.py` (3 consumers) +- `src.beads_client._write_beads` (line 82) - `src.beads_client.create_bead` (line 42) - `src.beads_client.update_bead` (line 55) -- `src.beads_client._write_beads` (line 82) ### `src\code_path_audit.py` (30 consumers) -- `src.code_path_audit.aggregate_cross_audit_findings` (line 785) -- `src.code_path_audit.classify_memory_dim` (line 399) -- `src.code_path_audit.estimate_call_frequency` (line 507) -- `src.code_path_audit.detect_access_pattern` (line 444) -- `src.code_path_audit.file_origin_memory_dim` (line 391) -- `src.code_path_audit.synthesize_aggregate_profile` (line 1111) -- `src.code_path_audit.read_input_json` (line 660) -- `src.code_path_audit.is_hot_cold_split` (line 425) -- `src.code_path_audit.P3_pass` (line 280) -- `src.code_path_audit.load_frequency_overrides` (line 494) -- `src.code_path_audit.add_field_access` (line 169) -- `src.code_path_audit._atom` (line 865) -- `src.code_path_audit.build_pcg` (line 300) -- `src.code_path_audit.dominant_pattern` (line 433) -- `src.code_path_audit.P2_pass` (line 264) -- `src.code_path_audit.detect_frequency_from_entry_point` (line 478) -- `src.code_path_audit.compute_result_coverage` (line 741) -- `src.code_path_audit._resolve_aliases` (line 224) -- `src.code_path_audit.run_audit` (line 1217) -- `src.code_path_audit.P1_pass` (line 249) -- `src.code_path_audit.to_dsl_v2` (line 871) -- `src.code_path_audit.compute_decomposition_cost` (line 627) -- `src.code_path_audit.code_path_audit_v2` (line 1349) -- `src.code_path_audit.parse_dsl_v2` (line 1034) -- `src.code_path_audit.run_all_cross_audit_reads` (line 823) - `src.code_path_audit.add_producer` (line 163) - `src.code_path_audit.load_memory_dim_overrides` (line 378) - `src.code_path_audit.add_consumer` (line 166) -- `src.code_path_audit.generate_rationale` (line 606) +- `src.code_path_audit.file_origin_memory_dim` (line 391) +- `src.code_path_audit.estimate_call_frequency` (line 507) +- `src.code_path_audit.P2_pass` (line 264) - `src.code_path_audit.find_enclosing_function` (line 730) +- `src.code_path_audit.run_all_cross_audit_reads` (line 823) +- `src.code_path_audit.detect_access_pattern` (line 444) +- `src.code_path_audit._atom` (line 865) +- `src.code_path_audit.to_dsl_v2` (line 871) +- `src.code_path_audit.detect_frequency_from_entry_point` (line 478) +- `src.code_path_audit._resolve_aliases` (line 224) +- `src.code_path_audit.is_hot_cold_split` (line 425) +- `src.code_path_audit.load_frequency_overrides` (line 494) +- `src.code_path_audit.compute_decomposition_cost` (line 627) +- `src.code_path_audit.read_input_json` (line 660) +- `src.code_path_audit.P3_pass` (line 280) +- `src.code_path_audit.P1_pass` (line 249) +- `src.code_path_audit.compute_result_coverage` (line 741) +- `src.code_path_audit.run_audit` (line 1217) +- `src.code_path_audit.dominant_pattern` (line 433) +- `src.code_path_audit.synthesize_aggregate_profile` (line 1111) +- `src.code_path_audit.generate_rationale` (line 606) +- `src.code_path_audit.add_field_access` (line 169) +- `src.code_path_audit.aggregate_cross_audit_findings` (line 785) +- `src.code_path_audit.code_path_audit_v2` (line 1305) +- `src.code_path_audit.classify_memory_dim` (line 399) +- `src.code_path_audit.parse_dsl_v2` (line 1034) +- `src.code_path_audit.build_pcg` (line 300) ### `src\code_path_audit_analysis.py` (10 consumers) - `src.code_path_audit_analysis.compute_real_type_alias_coverage` (line 222) -- `src.code_path_audit_analysis.analyze_consumer_pattern` (line 164) -- `src.code_path_audit_analysis.aggregate_pattern_from_consumers` (line 181) -- `src.code_path_audit_analysis.analyze_producer_size` (line 117) - `src.code_path_audit_analysis.compute_real_decomposition_cost` (line 276) -- `src.code_path_audit_analysis.estimate_struct_size` (line 257) - `src.code_path_audit_analysis._field_names_for_aggregate` (line 32) -- `src.code_path_audit_analysis._analyze_function_field_accesses` (line 41) - `src.code_path_audit_analysis.extract_real_optimization_candidates` (line 327) +- `src.code_path_audit_analysis._analyze_function_field_accesses` (line 41) +- `src.code_path_audit_analysis.estimate_struct_size` (line 257) - `src.code_path_audit_analysis.analyze_consumer_fields` (line 78) +- `src.code_path_audit_analysis.aggregate_pattern_from_consumers` (line 181) +- `src.code_path_audit_analysis.analyze_consumer_pattern` (line 164) +- `src.code_path_audit_analysis.analyze_producer_size` (line 117) ### `src\code_path_audit_cross_audit.py` (7 consumers) -- `src.code_path_audit_cross_audit._normalize_path` (line 66) - `src.code_path_audit_cross_audit.map_finding_to_aggregates` (line 71) -- `src.code_path_audit_cross_audit.aggregate_findings` (line 93) - `src.code_path_audit_cross_audit._all_function_refs` (line 24) -- `src.code_path_audit_cross_audit._aggregate_for_fqname` (line 51) -- `src.code_path_audit_cross_audit._file_to_aggregates` (line 36) +- `src.code_path_audit_cross_audit._normalize_path` (line 66) - `src.code_path_audit_cross_audit.build_cross_audit_findings_for_aggregate` (line 130) +- `src.code_path_audit_cross_audit._file_to_aggregates` (line 36) +- `src.code_path_audit_cross_audit._aggregate_for_fqname` (line 51) +- `src.code_path_audit_cross_audit.aggregate_findings` (line 93) + +### `src\code_path_audit_gen.py` (2 consumers) + +- `src.code_path_audit_gen.strip_h1` (line 17) +- `src.code_path_audit_gen.generate_audit_report` (line 24) ### `src\code_path_audit_ssdl.py` (8 consumers) -- `src.code_path_audit_ssdl.render_organization_deductions` (line 259) -- `src.code_path_audit_ssdl.detect_nil_check_pattern` (line 84) -- `src.code_path_audit_ssdl.count_branches_in_function` (line 58) - `src.code_path_audit_ssdl._resolve_filepath` (line 31) -- `src.code_path_audit_ssdl.render_ssdl_rollup` (line 221) -- `src.code_path_audit_ssdl.compute_effective_codepaths` (line 39) -- `src.code_path_audit_ssdl.render_ssdl_sketch` (line 175) +- `src.code_path_audit_ssdl.render_organization_deductions` (line 259) +- `src.code_path_audit_ssdl.count_branches_in_function` (line 58) +- `src.code_path_audit_ssdl.detect_nil_check_pattern` (line 84) - `src.code_path_audit_ssdl.suggest_defusing_technique` (line 128) +- `src.code_path_audit_ssdl.compute_effective_codepaths` (line 39) +- `src.code_path_audit_ssdl.render_ssdl_rollup` (line 221) +- `src.code_path_audit_ssdl.render_ssdl_sketch` (line 175) ### `src\command_palette.py` (11 consumers) -- `src.command_palette.fuzzy_match` (line 54) -- `src.command_palette._close_palette` (line 107) -- `src.command_palette.render_palette_modal` (line 128) - `src.command_palette._compute_score` (line 75) -- `src.command_palette.register` (line 32) -- `src.command_palette._is_subsequence` (line 67) -- `src.command_palette._count_gaps` (line 95) -- `src.command_palette._is_contiguous` (line 91) - `src.command_palette._execute` (line 116) -- `src.command_palette._starts_at_word_boundary` (line 85) - `src.command_palette.get` (line 50) +- `src.command_palette.register` (line 32) +- `src.command_palette._is_contiguous` (line 91) +- `src.command_palette.fuzzy_match` (line 54) +- `src.command_palette.render_palette_modal` (line 128) +- `src.command_palette._close_palette` (line 107) +- `src.command_palette._count_gaps` (line 95) +- `src.command_palette._is_subsequence` (line 67) +- `src.command_palette._starts_at_word_boundary` (line 85) ### `src\commands.py` (4 consumers) - `src.commands._toggle_window` (line 64) - `src.commands.register` (line 39) -- `src.commands.__getattr__` (line 43) - `src.commands._toggle_attr` (line 70) +- `src.commands.__getattr__` (line 43) ### `src\conductor_tech_lead.py` (2 consumers) @@ -1342,9 +1202,9 @@ This section embeds the full per-aggregate audit output. Each aggregate has its ### `src\context_presets.py` (3 consumers) -- `src.context_presets.load_all` (line 10) - `src.context_presets.delete_preset` (line 28) - `src.context_presets.save_preset` (line 22) +- `src.context_presets.load_all` (line 10) ### `src\cost_tracker.py` (1 consumer) @@ -1357,46 +1217,46 @@ This section embeds the full per-aggregate audit output. Each aggregate has its ### `src\diff_viewer.py` (4 consumers) -- `src.diff_viewer.get_line_color` (line 117) -- `src.diff_viewer.parse_diff` (line 49) - `src.diff_viewer.parse_hunk_header` (line 27) - `src.diff_viewer.apply_patch_to_file` (line 126) +- `src.diff_viewer.get_line_color` (line 117) +- `src.diff_viewer.parse_diff` (line 49) ### `src\events.py` (5 consumers) -- `src.events.__init__` (line 156) -- `src.events._make_serializable` (line 170) -- `src.events.emit` (line 66) - `src.events.put` (line 100) +- `src.events._make_serializable` (line 170) - `src.events.on` (line 54) +- `src.events.__init__` (line 156) +- `src.events.emit` (line 66) ### `src\external_editor.py` (5 consumers) -- `src.external_editor.launch_diff` (line 37) -- `src.external_editor.launch_editor` (line 50) +- `src.external_editor.get_editor` (line 22) - `src.external_editor.create_temp_modified_file` (line 147) - `src.external_editor.build_diff_command` (line 30) -- `src.external_editor.get_editor` (line 22) +- `src.external_editor.launch_diff` (line 37) +- `src.external_editor.launch_editor` (line 50) ### `src\file_cache.py` (17 consumers) - `src.file_cache.walk` (line 799) -- `src.file_cache.walk` (line 646) -- `src.file_cache.__init__` (line 78) -- `src.file_cache.walk` (line 549) -- `src.file_cache.get_targeted_view` (line 371) -- `src.file_cache.get_skeleton` (line 207) -- `src.file_cache.deep_search` (line 858) -- `src.file_cache.get_curated_view` (line 291) -- `src.file_cache.deep_search` (line 705) -- `src.file_cache.get_cached_tree` (line 100) -- `src.file_cache.update_definition` (line 790) -- `src.file_cache.get_definition` (line 538) -- `src.file_cache._get_mtime_safe` (line 48) -- `src.file_cache.get_code_outline` (line 748) -- `src.file_cache.parse` (line 93) -- `src.file_cache.get_signature` (line 636) - `src.file_cache.deep_search` (line 608) +- `src.file_cache.parse` (line 93) +- `src.file_cache._get_mtime_safe` (line 48) +- `src.file_cache.get_targeted_view` (line 371) +- `src.file_cache.__init__` (line 78) +- `src.file_cache.get_curated_view` (line 291) +- `src.file_cache.get_cached_tree` (line 100) +- `src.file_cache.deep_search` (line 705) +- `src.file_cache.walk` (line 549) +- `src.file_cache.deep_search` (line 858) +- `src.file_cache.get_signature` (line 636) +- `src.file_cache.walk` (line 646) +- `src.file_cache.get_definition` (line 538) +- `src.file_cache.get_skeleton` (line 207) +- `src.file_cache.get_code_outline` (line 748) +- `src.file_cache.update_definition` (line 790) ### `src\fuzzy_anchor.py` (3 consumers) @@ -1406,100 +1266,100 @@ This section embeds the full per-aggregate audit output. Each aggregate has its ### `src\gemini_cli_adapter.py` (3 consumers) -- `src.gemini_cli_adapter.send` (line 61) -- `src.gemini_cli_adapter.__init__` (line 51) - `src.gemini_cli_adapter.count_tokens` (line 191) +- `src.gemini_cli_adapter.__init__` (line 51) +- `src.gemini_cli_adapter.send` (line 61) ### `src\gui_2.py` (44 consumers) -- `src.gui_2.ui_screenshot_paths` (line 1018) -- `src.gui_2._drain_normalize_errors` (line 7417) -- `src.gui_2.current_model` (line 784) -- `src.gui_2.delete_context_preset` (line 989) -- `src.gui_2._resolve_font_path_result` (line 227) -- `src.gui_2._diag_layout_state_ini_text_result` (line 8373) -- `src.gui_2._tier_stream_scroll_sync_result` (line 1644) -- `src.gui_2._render_ast_inspector_file_content_result` (line 7896) -- `src.gui_2.render_discussion_entry_read_mode` (line 4824) -- `src.gui_2.render_path_field` (line 2494) -- `src.gui_2.ui_file_paths` (line 999) -- `src.gui_2.truncate_entries` (line 173) - `src.gui_2._simulate_save_preset` (line 547) -- `src.gui_2._on_warmup_complete_callback` (line 4979) -- `src.gui_2._cb_kill_ticket` (line 1403) -- `src.gui_2._ticket_id_max_int_result` (line 1694) -- `src.gui_2._test_callback_func_write_to_file` (line 1030) -- `src.gui_2._load_fonts_main_result` (line 7578) -- `src.gui_2._on_warmup_complete_callback_result` (line 1609) -- `src.gui_2.render_thinking_trace` (line 4672) -- `src.gui_2.__getattr__` (line 73) -- `src.gui_2._set_context_files` (line 542) -- `src.gui_2.render_text_viewer` (line 154) - `src.gui_2.__setattr__` (line 749) -- `src.gui_2.__init__` (line 7539) -- `src.gui_2.render_discussion_entry` (line 4720) -- `src.gui_2._render_ast_inspector_outline_result` (line 7863) -- `src.gui_2.render_tier_stream_panel` (line 6905) -- `src.gui_2._save_context_preset_force` (line 366) -- `src.gui_2._set_external_editor_default` (line 1242) -- `src.gui_2.render_heavy_text` (line 6400) -- `src.gui_2.__init__` (line 52) -- `src.gui_2._cb_block_ticket` (line 1407) -- `src.gui_2._render_window_if_open` (line 1113) -- `src.gui_2._populate_auto_slices_outline_result` (line 7926) -- `src.gui_2.render_selectable_label` (line 161) -- `src.gui_2._cb_unblock_ticket` (line 1426) +- `src.gui_2._tier_stream_scroll_sync_result` (line 1644) +- `src.gui_2.ui_screenshot_paths` (line 1018) +- `src.gui_2._diag_layout_state_ini_text_result` (line 8373) +- `src.gui_2.render_path_field` (line 2494) +- `src.gui_2._drain_normalize_errors` (line 7417) - `src.gui_2.request_patch_from_tier4_result` (line 8089) -- `src.gui_2.load_context_preset` (line 972) -- `src.gui_2.current_provider` (line 776) -- `src.gui_2._capture_workspace_profile` (line 881) +- `src.gui_2._load_fonts_main_result` (line 7578) +- `src.gui_2._ticket_id_max_int_result` (line 1694) +- `src.gui_2.render_thinking_trace` (line 4672) +- `src.gui_2.render_discussion_entry_read_mode` (line 4824) +- `src.gui_2.render_text_viewer` (line 154) +- `src.gui_2._render_window_if_open` (line 1113) - `src.gui_2.cb_load_prior_log` (line 1235) -- `src.gui_2.request_patch_from_tier4` (line 1379) +- `src.gui_2._capture_workspace_profile` (line 881) +- `src.gui_2.current_provider` (line 776) +- `src.gui_2.__init__` (line 52) +- `src.gui_2.render_discussion_entry` (line 4720) +- `src.gui_2.delete_context_preset` (line 989) +- `src.gui_2.__getattr__` (line 73) +- `src.gui_2._populate_auto_slices_outline_result` (line 7926) +- `src.gui_2._set_external_editor_default` (line 1242) +- `src.gui_2.render_selectable_label` (line 161) +- `src.gui_2.__init__` (line 7539) - `src.gui_2.__getattr__` (line 742) +- `src.gui_2._save_context_preset_force` (line 366) +- `src.gui_2._on_warmup_complete_callback` (line 4979) +- `src.gui_2.request_patch_from_tier4` (line 1379) +- `src.gui_2._test_callback_func_write_to_file` (line 1030) +- `src.gui_2._render_ast_inspector_outline_result` (line 7863) +- `src.gui_2._cb_block_ticket` (line 1407) +- `src.gui_2._cb_kill_ticket` (line 1403) +- `src.gui_2.current_model` (line 784) +- `src.gui_2._resolve_font_path_result` (line 227) +- `src.gui_2.render_tier_stream_panel` (line 6905) +- `src.gui_2._render_ast_inspector_file_content_result` (line 7896) +- `src.gui_2.load_context_preset` (line 972) +- `src.gui_2.truncate_entries` (line 173) +- `src.gui_2.ui_file_paths` (line 999) +- `src.gui_2.render_heavy_text` (line 6400) +- `src.gui_2._on_warmup_complete_callback_result` (line 1609) +- `src.gui_2._cb_unblock_ticket` (line 1426) +- `src.gui_2._set_context_files` (line 542) ### `src\history.py` (5 consumers) -- `src.history.undo` (line 92) -- `src.history.push` (line 80) - `src.history.jump_to_undo` (line 129) - `src.history.redo` (line 103) +- `src.history.push` (line 80) +- `src.history.undo` (line 92) - `src.history.from_dict` (line 45) ### `src\hot_reloader.py` (4 consumers) -- `src.hot_reloader.capture_state` (line 33) -- `src.hot_reloader.reload` (line 42) -- `src.hot_reloader.restore_state` (line 37) - `src.hot_reloader.reload_all` (line 69) +- `src.hot_reloader.capture_state` (line 33) +- `src.hot_reloader.restore_state` (line 37) +- `src.hot_reloader.reload` (line 42) ### `src\imgui_scopes.py` (26 consumers) -- `src.imgui_scopes.__init__` (line 206) -- `src.imgui_scopes.__init__` (line 157) -- `src.imgui_scopes.tab_bar` (line 187) - `src.imgui_scopes.style_var` (line 155) -- `src.imgui_scopes.style_color` (line 141) -- `src.imgui_scopes.__init__` (line 171) - `src.imgui_scopes.__init__` (line 95) -- `src.imgui_scopes.menu` (line 62) -- `src.imgui_scopes.tree_node_ex` (line 243) -- `src.imgui_scopes.__init__` (line 262) -- `src.imgui_scopes.child` (line 9) - `src.imgui_scopes.__init__` (line 11) +- `src.imgui_scopes.tree_node_ex` (line 243) - `src.imgui_scopes.__init__` (line 245) +- `src.imgui_scopes.menu` (line 62) +- `src.imgui_scopes.node` (line 93) +- `src.imgui_scopes.style_color` (line 141) +- `src.imgui_scopes.child` (line 9) +- `src.imgui_scopes.tab_bar` (line 187) +- `src.imgui_scopes.__init__` (line 39) - `src.imgui_scopes.window` (line 260) +- `src.imgui_scopes.__init__` (line 262) +- `src.imgui_scopes.popup_modal` (line 122) +- `src.imgui_scopes.popup` (line 106) +- `src.imgui_scopes.__init__` (line 189) +- `src.imgui_scopes.__init__` (line 64) +- `src.imgui_scopes.__init__` (line 143) +- `src.imgui_scopes.__init__` (line 171) +- `src.imgui_scopes.__init__` (line 124) - `src.imgui_scopes.id` (line 37) - `src.imgui_scopes.tab_item` (line 204) -- `src.imgui_scopes.__init__` (line 39) -- `src.imgui_scopes.table` (line 169) -- `src.imgui_scopes.popup_modal` (line 122) -- `src.imgui_scopes.node` (line 93) -- `src.imgui_scopes.__init__` (line 64) -- `src.imgui_scopes.__init__` (line 189) -- `src.imgui_scopes.__init__` (line 124) -- `src.imgui_scopes.__init__` (line 143) -- `src.imgui_scopes.popup` (line 106) - `src.imgui_scopes.__init__` (line 108) +- `src.imgui_scopes.__init__` (line 206) +- `src.imgui_scopes.__init__` (line 157) +- `src.imgui_scopes.table` (line 169) ### `src\log_pruner.py` (1 consumer) @@ -1507,135 +1367,135 @@ This section embeds the full per-aggregate audit output. Each aggregate has its ### `src\log_registry.py` (9 consumers) -- `src.log_registry.update_auto_whitelist_status` (line 329) - `src.log_registry.is_session_whitelisted` (line 313) -- `src.log_registry.__getitem__` (line 93) -- `src.log_registry.from_dict` (line 113) - `src.log_registry.get` (line 105) - `src.log_registry.set_session_start_time` (line 283) +- `src.log_registry.from_dict` (line 113) - `src.log_registry.__init__` (line 142) -- `src.log_registry.update_session_metadata` (line 249) - `src.log_registry.register_session` (line 223) +- `src.log_registry.update_auto_whitelist_status` (line 329) +- `src.log_registry.__getitem__` (line 93) +- `src.log_registry.update_session_metadata` (line 249) ### `src\markdown_helper.py` (14 consumers) -- `src.markdown_helper.render_unindented` (line 404) -- `src.markdown_helper._normalize_nested_list_endings` (line 228) - `src.markdown_helper._normalize_bullet_delimiters` (line 215) -- `src.markdown_helper._render_code_block` (line 307) -- `src.markdown_helper.render_code` (line 370) -- `src.markdown_helper.render_unindented` (line 303) -- `src.markdown_helper.render` (line 128) -- `src.markdown_helper.render` (line 398) +- `src.markdown_helper._normalize_nested_list_endings` (line 228) - `src.markdown_helper._on_open_link` (line 108) -- `src.markdown_helper._normalize_list_continuations` (line 254) -- `src.markdown_helper.render_code` (line 407) -- `src.markdown_helper.detect_language` (line 378) - `src.markdown_helper._is_likely_lang_tag` (line 375) +- `src.markdown_helper.render_code` (line 407) +- `src.markdown_helper.render` (line 398) +- `src.markdown_helper.render` (line 128) +- `src.markdown_helper.detect_language` (line 378) +- `src.markdown_helper.render_unindented` (line 303) +- `src.markdown_helper.render_code` (line 370) - `src.markdown_helper._get_language_id` (line 26) +- `src.markdown_helper.render_unindented` (line 404) +- `src.markdown_helper._normalize_list_continuations` (line 254) +- `src.markdown_helper._render_code_block` (line 307) ### `src\markdown_table.py` (3 consumers) -- `src.markdown_table._split_row` (line 36) - `src.markdown_table.parse_tables` (line 47) +- `src.markdown_table._split_row` (line 36) - `src.markdown_table._is_table_at` (line 42) ### `src\mcp_client.py` (94 consumers) -- `src.mcp_client.get_file_slice` (line 1108) -- `src.mcp_client.py_update_definition_result` (line 663) -- `src.mcp_client.read_file` (line 203) -- `src.mcp_client._ast_update_definition` (line 432) -- `src.mcp_client.py_get_symbol_info_result` (line 629) -- `src.mcp_client.fetch_url_result` (line 1043) -- `src.mcp_client.handle_starttag` (line 1564) -- `src.mcp_client.ts_cpp_update_definition` (line 1269) -- `src.mcp_client.ts_cpp_get_signature` (line 1257) -- `src.mcp_client.ts_c_get_code_outline_result` (line 451) -- `src.mcp_client.async_dispatch` (line 1752) - `src.mcp_client.list_directory_result` (line 256) -- `src.mcp_client.py_get_imports` (line 1443) -- `src.mcp_client.search_files` (line 177) -- `src.mcp_client.ts_c_get_signature_result` (line 481) -- `src.mcp_client.py_get_var_declaration_result` (line 767) -- `src.mcp_client.read_file_result` (line 239) -- `src.mcp_client.ts_cpp_get_signature_result` (line 561) -- `src.mcp_client.derive_code_path` (line 1491) -- `src.mcp_client.py_get_symbol_info` (line 1335) -- `src.mcp_client.py_get_hierarchy` (line 1467) -- `src.mcp_client.py_set_signature_result` (line 714) -- `src.mcp_client.py_set_var_declaration` (line 1419) -- `src.mcp_client.py_check_syntax_result` (line 880) -- `src.mcp_client.ts_c_get_skeleton` (line 1149) -- `src.mcp_client.py_set_var_declaration_result` (line 789) -- `src.mcp_client.py_get_imports_result` (line 853) -- `src.mcp_client.ts_c_get_code_outline` (line 1163) -- `src.mcp_client.py_get_definition` (line 1347) +- `src.mcp_client.get_tree` (line 1505) +- `src.mcp_client.py_get_docstring_result` (line 898) - `src.mcp_client.set_file_slice` (line 1120) -- `src.mcp_client.search_files_result` (line 284) -- `src.mcp_client.py_update_definition` (line 1359) +- `src.mcp_client.get_git_diff_result` (line 397) +- `src.mcp_client.fetch_url` (line 1590) +- `src.mcp_client.py_get_class_summary` (line 1395) - `src.mcp_client.find_in_scope` (line 1289) -- `src.mcp_client.handle_data` (line 1572) -- `src.mcp_client.ts_cpp_get_code_outline_result` (line 530) -- `src.mcp_client._get_symbol_node` (line 1285) -- `src.mcp_client.web_search_result` (line 1026) -- `src.mcp_client.py_get_code_outline` (line 1323) -- `src.mcp_client.py_get_signature` (line 1371) -- `src.mcp_client.py_get_docstring` (line 1479) -- `src.mcp_client.derive_code_path_result` (line 923) -- `src.mcp_client.get_file_slice_result` (line 357) +- `src.mcp_client._ast_get_skeleton` (line 416) +- `src.mcp_client.py_set_signature` (line 1383) +- `src.mcp_client._ast_get_signature` (line 428) +- `src.mcp_client.fetch_url_result` (line 1043) +- `src.mcp_client.async_dispatch` (line 1752) +- `src.mcp_client.py_get_class_summary_result` (line 737) +- `src.mcp_client.py_get_symbol_info_result` (line 629) +- `src.mcp_client.py_get_imports` (line 1443) +- `src.mcp_client.ts_cpp_get_code_outline` (line 1231) +- `src.mcp_client.py_update_definition` (line 1359) +- `src.mcp_client.ts_c_get_code_outline_result` (line 451) +- `src.mcp_client._ast_get_code_outline` (line 420) +- `src.mcp_client.ts_c_get_definition_result` (line 466) +- `src.mcp_client.derive_code_path` (line 1491) - `src.mcp_client.edit_file_result` (line 312) -- `src.mcp_client._ast_get_definition` (line 424) -- `src.mcp_client.py_get_code_outline_result` (line 612) -- `src.mcp_client.configure` (line 108) -- `src.mcp_client.web_search` (line 1578) +- `src.mcp_client.handle_data` (line 1572) - `src.mcp_client.handle_starttag` (line 1527) - `src.mcp_client.get_tree_result` (line 992) -- `src.mcp_client.ts_cpp_get_definition_result` (line 546) -- `src.mcp_client.async_dispatch` (line 1939) -- `src.mcp_client.py_get_class_summary_result` (line 737) -- `src.mcp_client.get_file_summary` (line 1093) -- `src.mcp_client.py_get_skeleton_result` (line 595) -- `src.mcp_client.handle_data` (line 1551) -- `src.mcp_client._ast_get_signature` (line 428) -- `src.mcp_client.get_tree` (line 1505) -- `src.mcp_client.py_set_signature` (line 1383) -- `src.mcp_client.fetch_url` (line 1590) -- `src.mcp_client.handle_endtag` (line 1568) -- `src.mcp_client.py_get_docstring_result` (line 898) -- `src.mcp_client.set_file_slice_result` (line 374) -- `src.mcp_client.py_check_syntax` (line 1455) +- `src.mcp_client.ts_cpp_update_definition` (line 1269) - `src.mcp_client.edit_file` (line 1079) -- `src.mcp_client._ast_get_skeleton` (line 416) -- `src.mcp_client._ast_get_code_outline` (line 420) -- `src.mcp_client.dispatch` (line 1772) -- `src.mcp_client.get_git_diff` (line 1132) -- `src.mcp_client.ts_cpp_get_code_outline` (line 1231) -- `src.mcp_client.ts_c_update_definition` (line 1201) -- `src.mcp_client._build_tree` (line 1002) -- `src.mcp_client.py_get_signature_result` (line 684) -- `src.mcp_client.py_get_skeleton` (line 1311) -- `src.mcp_client.py_get_var_declaration` (line 1407) -- `src.mcp_client.py_find_usages_result` (line 811) -- `src.mcp_client._send_request` (line 1678) -- `src.mcp_client.get_git_diff_result` (line 397) -- `src.mcp_client.ts_cpp_update_definition_result` (line 576) -- `src.mcp_client.ts_c_get_skeleton_result` (line 436) -- `src.mcp_client._resolve_and_check_result` (line 216) -- `src.mcp_client.ts_c_get_definition` (line 1177) +- `src.mcp_client.py_get_symbol_info` (line 1335) - `src.mcp_client.ts_c_get_signature` (line 1189) -- `src.mcp_client.py_get_definition_result` (line 646) +- `src.mcp_client._ast_update_definition` (line 432) +- `src.mcp_client.ts_c_update_definition_result` (line 496) - `src.mcp_client.list_directory` (line 191) +- `src.mcp_client.py_get_skeleton_result` (line 595) +- `src.mcp_client.py_get_code_outline` (line 1323) +- `src.mcp_client.py_set_signature_result` (line 714) +- `src.mcp_client._send_request` (line 1678) +- `src.mcp_client.ts_cpp_get_signature_result` (line 561) +- `src.mcp_client.py_get_imports_result` (line 853) +- `src.mcp_client.web_search_result` (line 1026) +- `src.mcp_client.ts_cpp_update_definition_result` (line 576) +- `src.mcp_client._get_symbol_node` (line 1285) +- `src.mcp_client.py_get_var_declaration_result` (line 767) +- `src.mcp_client.ts_c_update_definition` (line 1201) +- `src.mcp_client.configure` (line 108) +- `src.mcp_client.py_get_definition_result` (line 646) +- `src.mcp_client.py_get_definition` (line 1347) +- `src.mcp_client.py_get_signature` (line 1371) +- `src.mcp_client.web_search` (line 1578) +- `src.mcp_client.handle_data` (line 1551) +- `src.mcp_client.async_dispatch` (line 1939) +- `src.mcp_client.py_find_usages` (line 1431) +- `src.mcp_client.get_file_summary` (line 1093) +- `src.mcp_client.py_set_var_declaration` (line 1419) +- `src.mcp_client.ts_cpp_get_signature` (line 1257) +- `src.mcp_client.get_file_summary_result` (line 340) +- `src.mcp_client.read_file` (line 203) +- `src.mcp_client.get_file_slice_result` (line 357) +- `src.mcp_client.py_check_syntax_result` (line 880) +- `src.mcp_client.ts_cpp_get_definition_result` (line 546) +- `src.mcp_client.py_get_var_declaration` (line 1407) +- `src.mcp_client.search_files_result` (line 284) +- `src.mcp_client._resolve_and_check_result` (line 216) +- `src.mcp_client.py_get_hierarchy` (line 1467) +- `src.mcp_client.py_get_signature_result` (line 684) +- `src.mcp_client._build_tree` (line 1002) +- `src.mcp_client.ts_c_get_signature_result` (line 481) +- `src.mcp_client.ts_c_get_definition` (line 1177) +- `src.mcp_client.derive_code_path_result` (line 923) +- `src.mcp_client.py_get_code_outline_result` (line 612) +- `src.mcp_client.get_file_slice` (line 1108) +- `src.mcp_client.py_update_definition_result` (line 663) +- `src.mcp_client.py_find_usages_result` (line 811) +- `src.mcp_client.handle_endtag` (line 1568) +- `src.mcp_client.py_check_syntax` (line 1455) +- `src.mcp_client.ts_cpp_get_skeleton` (line 1217) +- `src.mcp_client.set_file_slice_result` (line 374) +- `src.mcp_client.call_tool` (line 1704) +- `src.mcp_client.py_set_var_declaration_result` (line 789) +- `src.mcp_client.read_file_result` (line 239) +- `src.mcp_client.ts_c_get_skeleton_result` (line 436) +- `src.mcp_client.search_files` (line 177) +- `src.mcp_client.handle_starttag` (line 1564) +- `src.mcp_client.py_get_docstring` (line 1479) +- `src.mcp_client.ts_c_get_skeleton` (line 1149) - `src.mcp_client.ts_cpp_get_skeleton_result` (line 515) - `src.mcp_client.handle_endtag` (line 1536) -- `src.mcp_client.py_find_usages` (line 1431) -- `src.mcp_client.ts_c_update_definition_result` (line 496) -- `src.mcp_client.py_get_class_summary` (line 1395) -- `src.mcp_client.call_tool` (line 1704) -- `src.mcp_client.ts_c_get_definition_result` (line 466) -- `src.mcp_client.ts_cpp_get_skeleton` (line 1217) -- `src.mcp_client.get_file_summary_result` (line 340) +- `src.mcp_client._ast_get_definition` (line 424) +- `src.mcp_client.ts_c_get_code_outline` (line 1163) +- `src.mcp_client.get_git_diff` (line 1132) - `src.mcp_client.ts_cpp_get_definition` (line 1245) +- `src.mcp_client.ts_cpp_get_code_outline_result` (line 530) +- `src.mcp_client.dispatch` (line 1772) +- `src.mcp_client.py_get_skeleton` (line 1311) ### `src\mcp_tool_specs.py` (1 consumer) @@ -1643,35 +1503,35 @@ This section embeds the full per-aggregate audit output. Each aggregate has its ### `src\models.py` (29 consumers) -- `src.models.from_dict` (line 506) +- `src.models.mark_manual_block` (line 326) +- `src.models.from_dict` (line 1007) +- `src.models.from_dict` (line 920) +- `src.models.from_dict` (line 814) - `src.models.from_dict` (line 893) -- `src.models.from_dict` (line 1038) +- `src.models.from_dict` (line 683) - `src.models.from_dict` (line 866) +- `src.models._save_config_to_disk` (line 199) - `src.models.load_mcp_config` (line 1084) +- `src.models.from_dict` (line 454) - `src.models.from_dict` (line 656) - `src.models.from_dict` (line 416) - `src.models.from_dict` (line 378) +- `src.models.from_dict` (line 1038) - `src.models.mark_blocked` (line 319) -- `src.models.from_dict` (line 747) -- `src.models.get` (line 349) +- `src.models.from_dict` (line 506) +- `src.models.parse_history_entries` (line 214) - `src.models.from_dict` (line 575) +- `src.models._clean_nones` (line 179) - `src.models.from_dict` (line 1072) - `src.models.__getattr__` (line 271) +- `src.models.from_dict` (line 747) - `src.models.from_dict` (line 630) - `src.models.from_dict` (line 949) -- `src.models._clean_nones` (line 179) -- `src.models.parse_history_entries` (line 214) - `src.models.from_dict` (line 295) - `src.models.from_dict` (line 603) - `src.models.from_dict` (line 982) -- `src.models.from_dict` (line 683) - `src.models.from_dict` (line 712) -- `src.models.mark_manual_block` (line 326) -- `src.models.from_dict` (line 454) -- `src.models._save_config_to_disk` (line 199) -- `src.models.from_dict` (line 920) -- `src.models.from_dict` (line 814) -- `src.models.from_dict` (line 1007) +- `src.models.get` (line 349) ### `src\module_loader.py` (1 consumer) @@ -1679,30 +1539,30 @@ This section embeds the full per-aggregate audit output. Each aggregate has its ### `src\multi_agent_conductor.py` (16 consumers) -- `src.multi_agent_conductor.update_task_status` (line 166) -- `src.multi_agent_conductor.approve_task` (line 158) - `src.multi_agent_conductor.update_usage` (line 137) +- `src.multi_agent_conductor._queue_put` (line 362) +- `src.multi_agent_conductor.clutch_callback` (line 558) +- `src.multi_agent_conductor.stream_callback` (line 569) - `src.multi_agent_conductor.confirm_execution` (line 367) -- `src.multi_agent_conductor.worker_comms_callback` (line 574) -- `src.multi_agent_conductor.confirm_spawn` (line 391) -- `src.multi_agent_conductor._count_tokens` (line 492) - `src.multi_agent_conductor.kill_worker` (line 174) +- `src.multi_agent_conductor.run` (line 240) - `src.multi_agent_conductor._push_state` (line 192) - `src.multi_agent_conductor.parse_json_tickets` (line 208) -- `src.multi_agent_conductor.clutch_callback` (line 558) +- `src.multi_agent_conductor.approve_task` (line 158) +- `src.multi_agent_conductor.update_task_status` (line 166) - `src.multi_agent_conductor.run_worker_lifecycle` (line 433) +- `src.multi_agent_conductor.worker_comms_callback` (line 574) +- `src.multi_agent_conductor._count_tokens` (line 492) - `src.multi_agent_conductor.spawn` (line 64) -- `src.multi_agent_conductor.run` (line 240) -- `src.multi_agent_conductor.stream_callback` (line 569) -- `src.multi_agent_conductor._queue_put` (line 362) +- `src.multi_agent_conductor.confirm_spawn` (line 391) ### `src\openai_compatible.py` (5 consumers) - `src.openai_compatible._send_streaming` (line 133) -- `src.openai_compatible._classify_openai_compatible_error` (line 58) -- `src.openai_compatible._send_blocking` (line 116) -- `src.openai_compatible._to_typed_tool_call` (line 43) - `src.openai_compatible.send_openai_compatible` (line 80) +- `src.openai_compatible._send_blocking` (line 116) +- `src.openai_compatible._classify_openai_compatible_error` (line 58) +- `src.openai_compatible._to_typed_tool_call` (line 43) ### `src\orchestrator_pm.py` (1 consumer) @@ -1710,66 +1570,66 @@ This section embeds the full per-aggregate audit output. Each aggregate has its ### `src\outline_tool.py` (2 consumers) -- `src.outline_tool.outline` (line 44) - `src.outline_tool.get_outline` (line 127) +- `src.outline_tool.outline` (line 44) ### `src\patch_modal.py` (2 consumers) -- `src.patch_modal.apply_patch` (line 57) - `src.patch_modal.request_patch_approval` (line 19) +- `src.patch_modal.apply_patch` (line 57) ### `src\paths.py` (5 consumers) -- `src.paths.get_archive_dir` (line 250) - `src.paths.get_tracks_dir` (line 242) - `src.paths.get_track_state_dir` (line 246) +- `src.paths.get_archive_dir` (line 250) - `src.paths.get_conductor_dir` (line 271) - `src.paths._resolve_path` (line 104) ### `src\performance_monitor.py` (8 consumers) -- `src.performance_monitor.get_history` (line 269) -- `src.performance_monitor.scope` (line 281) -- `src.performance_monitor._add_to_history` (line 140) -- `src.performance_monitor.start_component` (line 207) -- `src.performance_monitor._get_avg` (line 155) - `src.performance_monitor.end_component` (line 216) - `src.performance_monitor.__exit__` (line 77) - `src.performance_monitor.__init__` (line 71) +- `src.performance_monitor.get_history` (line 269) +- `src.performance_monitor.scope` (line 281) +- `src.performance_monitor._get_avg` (line 155) +- `src.performance_monitor._add_to_history` (line 140) +- `src.performance_monitor.start_component` (line 207) ### `src\personas.py` (5 consumers) -- `src.personas.save_persona` (line 49) - `src.personas._save_file` (line 98) -- `src.personas.get_persona_scope` (line 61) -- `src.personas._get_path` (line 16) - `src.personas.delete_persona` (line 76) +- `src.personas._get_path` (line 16) +- `src.personas.save_persona` (line 49) +- `src.personas.get_persona_scope` (line 61) ### `src\presets.py` (4 consumers) -- `src.presets.get_preset_scope` (line 84) +- `src.presets.save_preset` (line 52) - `src.presets._save_file` (line 117) - `src.presets.delete_preset` (line 70) -- `src.presets.save_preset` (line 52) +- `src.presets.get_preset_scope` (line 84) ### `src\project_manager.py` (16 consumers) -- `src.project_manager.save_project` (line 229) -- `src.project_manager.save_track_history` (line 329) -- `src.project_manager.flat_config` (line 267) -- `src.project_manager.branch_discussion` (line 453) -- `src.project_manager.load_track_state` (line 300) -- `src.project_manager.default_project` (line 123) -- `src.project_manager.entry_to_str` (line 49) -- `src.project_manager.clean_nones` (line 220) -- `src.project_manager.promote_take` (line 471) -- `src.project_manager.save_track_state` (line 289) - `src.project_manager.str_to_entry` (line 75) -- `src.project_manager.parse_ts` (line 42) -- `src.project_manager.migrate_from_legacy_config` (line 253) - `src.project_manager.get_git_commit` (line 104) +- `src.project_manager.promote_take` (line 471) +- `src.project_manager.entry_to_str` (line 49) +- `src.project_manager.save_track_state` (line 289) - `src.project_manager.format_discussion` (line 69) +- `src.project_manager.parse_ts` (line 42) +- `src.project_manager.save_track_history` (line 329) +- `src.project_manager.load_track_state` (line 300) +- `src.project_manager.save_project` (line 229) +- `src.project_manager.branch_discussion` (line 453) +- `src.project_manager.clean_nones` (line 220) +- `src.project_manager.default_project` (line 123) - `src.project_manager.load_track_history` (line 314) +- `src.project_manager.migrate_from_legacy_config` (line 253) +- `src.project_manager.flat_config` (line 267) ### `src\provider_state.py` (1 consumer) @@ -1782,34 +1642,34 @@ This section embeds the full per-aggregate audit output. Each aggregate has its ### `src\rag_engine.py` (18 consumers) -- `src.rag_engine.embed` (line 72) -- `src.rag_engine.__init__` (line 69) -- `src.rag_engine._check_existing_index_result` (line 260) -- `src.rag_engine._chunk_code_result` (line 226) -- `src.rag_engine.embed` (line 64) -- `src.rag_engine._parse_search_response_result` (line 88) -- `src.rag_engine.embed` (line 56) -- `src.rag_engine.index_file` (line 289) +- `src.rag_engine.__init__` (line 60) +- `src.rag_engine.delete_documents_by_path` (line 390) - `src.rag_engine.delete_documents` (line 374) - `src.rag_engine.__init__` (line 105) -- `src.rag_engine.add_documents` (line 196) - `src.rag_engine._get_file_mtime_result` (line 250) -- `src.rag_engine.delete_documents_by_path` (line 390) +- `src.rag_engine._parse_search_response_result` (line 88) +- `src.rag_engine.__init__` (line 69) - `src.rag_engine.search` (line 349) -- `src.rag_engine._chunk_text` (line 210) - `src.rag_engine._read_file_content_result` (line 278) -- `src.rag_engine.__init__` (line 60) +- `src.rag_engine.index_file` (line 289) +- `src.rag_engine._chunk_text` (line 210) +- `src.rag_engine.add_documents` (line 196) +- `src.rag_engine.embed` (line 72) +- `src.rag_engine._check_existing_index_result` (line 260) - `src.rag_engine._search_mcp` (line 339) +- `src.rag_engine.embed` (line 64) +- `src.rag_engine._chunk_code_result` (line 226) +- `src.rag_engine.embed` (line 56) ### `src\session_logger.py` (7 consumers) -- `src.session_logger.log_tool_call` (line 166) - `src.session_logger.open_session` (line 60) -- `src.session_logger.log_comms` (line 152) -- `src.session_logger.reset_session` (line 135) - `src.session_logger.log_api_hook` (line 140) -- `src.session_logger.log_tool_output` (line 211) +- `src.session_logger.reset_session` (line 135) - `src.session_logger.log_cli_call` (line 234) +- `src.session_logger.log_comms` (line 152) +- `src.session_logger.log_tool_output` (line 211) +- `src.session_logger.log_tool_call` (line 166) ### `src\shell_runner.py` (1 consumer) @@ -1822,20 +1682,20 @@ This section embeds the full per-aggregate audit output. Each aggregate has its ### `src\summarize.py` (7 consumers) -- `src.summarize.build_summary_markdown` (line 212) -- `src.summarize.summarise_file` (line 159) -- `src.summarize._summarise_markdown` (line 105) -- `src.summarize._summarise_python` (line 31) -- `src.summarize._summarise_toml` (line 78) -- `src.summarize._summarise_generic` (line 121) - `src.summarize.summarise_items` (line 194) +- `src.summarize._summarise_markdown` (line 105) +- `src.summarize._summarise_generic` (line 121) +- `src.summarize._summarise_toml` (line 78) +- `src.summarize.summarise_file` (line 159) +- `src.summarize.build_summary_markdown` (line 212) +- `src.summarize._summarise_python` (line 31) ### `src\summary_cache.py` (4 consumers) -- `src.summary_cache.set_summary` (line 70) -- `src.summary_cache.get_file_hash` (line 10) - `src.summary_cache.__init__` (line 22) +- `src.summary_cache.set_summary` (line 70) - `src.summary_cache.get_summary` (line 57) +- `src.summary_cache.get_file_hash` (line 10) ### `src\synthesis_formatter.py` (1 consumer) @@ -1843,31 +1703,31 @@ This section embeds the full per-aggregate audit output. Each aggregate has its ### `src\theme_2.py` (17 consumers) -- `src.theme_2.set_gamma` (line 93) -- `src.theme_2.get_brightness` (line 87) -- `src.theme_2.get_gamma` (line 89) -- `src.theme_2.get_contrast` (line 88) -- `src.theme_2.set_contrast` (line 92) -- `src.theme_2.load_from_config` (line 320) -- `src.theme_2.get_role_tint` (line 204) -- `src.theme_2.set_brightness` (line 91) -- `src.theme_2.get_color` (line 153) -- `src.theme_2.reset_tone_mapping` (line 95) -- `src.theme_2.apply_syntax_palette` (line 359) -- `src.theme_2.apply` (line 213) - `src.theme_2.render_post_fx` (line 401) -- `src.theme_2.save_to_config` (line 302) - `src.theme_2._get_tm` (line 84) +- `src.theme_2.load_from_config` (line 320) +- `src.theme_2.set_contrast` (line 92) +- `src.theme_2.apply` (line 213) +- `src.theme_2.get_role_tint` (line 204) +- `src.theme_2.set_gamma` (line 93) +- `src.theme_2.get_contrast` (line 88) +- `src.theme_2.apply_syntax_palette` (line 359) +- `src.theme_2.get_color` (line 153) +- `src.theme_2.set_brightness` (line 91) +- `src.theme_2.get_gamma` (line 89) +- `src.theme_2.save_to_config` (line 302) +- `src.theme_2.get_brightness` (line 87) +- `src.theme_2.reset_tone_mapping` (line 95) - `src.theme_2._tone_map` (line 100) - `src.theme_2.get_syntax_palette_for_theme` (line 351) ### `src\theme_models.py` (6 consumers) -- `src.theme_models.from_dict` (line 145) -- `src.theme_models.from_dict` (line 100) - `src.theme_models.with_scope` (line 127) +- `src.theme_models.from_dict` (line 145) - `src.theme_models.load_themes_from_toml` (line 200) - `src.theme_models.load_themes_from_dir` (line 181) +- `src.theme_models.from_dict` (line 100) - `src.theme_models.load_theme_file` (line 166) ### `src\theme_nerv_fx.py` (1 consumer) @@ -1876,97 +1736,97 @@ This section embeds the full per-aggregate audit output. Each aggregate has its ### `src\thinking_parser.py` (3 consumers) +- `src.thinking_parser.extract_tags` (line 22) - `src.thinking_parser.parse_thinking_trace` (line 8) - `src.thinking_parser.extract_colon_blocks` (line 41) -- `src.thinking_parser.extract_tags` (line 22) ### `src\tool_presets.py` (6 consumers) -- `src.tool_presets.delete_bias_profile` (line 129) -- `src.tool_presets._get_path` (line 15) -- `src.tool_presets.save_bias_profile` (line 118) -- `src.tool_presets.delete_preset` (line 81) -- `src.tool_presets._write_raw` (line 37) - `src.tool_presets.save_preset` (line 70) +- `src.tool_presets._write_raw` (line 37) +- `src.tool_presets.save_bias_profile` (line 118) +- `src.tool_presets.delete_bias_profile` (line 129) +- `src.tool_presets.delete_preset` (line 81) +- `src.tool_presets._get_path` (line 15) ### `src\vendor_capabilities.py` (2 consumers) -- `src.vendor_capabilities.list_models_for_vendor` (line 44) - `src.vendor_capabilities.get_capabilities` (line 37) +- `src.vendor_capabilities.list_models_for_vendor` (line 44) ### `src\warmup.py` (7 consumers) +- `src.warmup._warmup_one` (line 170) +- `src.warmup._log_canary` (line 266) +- `src.warmup._fire_callback` (line 328) +- `src.warmup._record_success` (line 192) - `src.warmup.submit` (line 92) - `src.warmup._record_failure` (line 231) -- `src.warmup._warmup_one` (line 170) -- `src.warmup._record_success` (line 192) - `src.warmup._log_stderr` (line 314) -- `src.warmup._fire_callback` (line 328) -- `src.warmup._log_canary` (line 266) ### `src\workspace_manager.py` (4 consumers) -- `src.workspace_manager.delete_profile` (line 62) - `src.workspace_manager._save_file` (line 81) -- `src.workspace_manager._get_path` (line 20) - `src.workspace_manager.save_profile` (line 50) +- `src.workspace_manager._get_path` (line 20) +- `src.workspace_manager.delete_profile` (line 62) ## Field access matrix -| consumer | _cb_load_workspace_profile | _dirty | _flags | _id | _load_file | _make_request | _mma_status | _offload_entry_payload | _pending_comms | _pending_comms_lock | _pending_history_adds | _pending_history_adds_lock | _read_beads | _redo_stack | _report_worker_error | _size | _token_history | _undo_stack | _write_beads | active_discussion | +| consumer | MAX_STREAM_SIZE | _ai_status | _autofocus_response_tab | _queue | _redo_stack | _startup_timeline_errors | _tier_stream_last_len | _tier_usage_lock | _token_stats_dirty | _trigger_blink | _undo_stack | _worker_status | active_tickets | active_track | ai_response | api_key | base_url | child_by_field_name | children | consumers | |---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---| -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `aggregate_cross_audit_findings` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `approve_mma_ticket` | . | . | . | . | . | 1 | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `update_auto_whitelist_status` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_gemini` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `save_project` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `run_tier4_analysis` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_flush_to_project_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `classify_memory_dim` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `__init__` | . | . | 1 | 1 | . | . | . | . | . | . | . | . | . | . | . | 2 | . | . | . | . | -| `create_bead` | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | . | 1 | . | -| `fuzzy_match` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `set_gamma` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `update_task_status` | . | 1 | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `estimate_call_frequency` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `walk` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `detect_access_pattern` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_get_app_attr` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_llama_native` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_handle_mma_state_update` | 1 | . | . | . | . | . | 2 | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_list_deepseek_models` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `__init__` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_on_comms_entry` | . | . | . | . | . | . | . | 1 | 1 | 1 | 4 | 4 | . | . | . | . | 1 | . | . | . | -| `approve_task` | . | 1 | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `ui_screenshot_paths` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `__init__` | . | . | 1 | 1 | . | . | . | . | . | . | . | . | . | . | . | 2 | . | . | . | . | -| `_extract_gemini_thoughts_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `get_brightness` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `undo` | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | 2 | . | . | -| `_drain_normalize_errors` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_rename_discussion` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 2 | -| `get_file_slice` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `tab_bar` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `log_tool_call` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `current_model` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `embed` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `get_preset_scope` | . | . | . | . | 2 | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `file_origin_memory_dim` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `__init__` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `get_gamma` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `style_var` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_resolve_filepath` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_count_gemini_tokens_for_stats_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | | `_save_file` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `is_absolute_with_drive` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_topological_sort_tickets_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | . | -| `ui_file_paths` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `rag_emb_provider` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `synthesize_aggregate_profile` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_check_existing_index_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_compute_score` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `walk` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | 3 | . | +| `style_var` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `str_to_entry` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_set_mcp_config_json_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_create_gemini_cache_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `__init__` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | 1 | . | . | . | +| `_dashscope_exception_from_response` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `add_producer` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `list_directory_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `extract_tags` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_list_gemini_models_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_simulate_save_preset` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `jump_to_undo` | . | . | . | . | 2 | . | . | . | . | . | 4 | . | . | . | . | . | . | . | . | . | +| `_save_file` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `load_memory_dim_overrides` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `__setattr__` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `is_session_whitelisted` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `update_usage` | . | . | . | . | . | . | . | 1 | . | . | . | . | . | . | . | . | . | . | . | . | +| `_offload_entry_payload` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_queue_put` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `add_consumer` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | +| `_normalize_bullet_delimiters` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `get_tree` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `__getattr__` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `get` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_strip_private_keys` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_spawn_worker` | . | . | . | . | . | . | . | . | . | . | . | . | . | 3 | . | . | . | . | . | . | +| `_tier_stream_scroll_sync_result` | . | . | . | . | . | . | 2 | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_normalize_nested_list_endings` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `__init__` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_record_startup_timeline_error` | . | . | . | . | . | 1 | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `run_powershell` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `summarise_items` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_classify_minimax_error` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_handle_ai_response` | 2 | 2 | 1 | . | . | . | . | . | 1 | 1 | . | 5 | . | . | 2 | . | . | . | . | . | +| `ai_status` | . | 1 | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `with_scope` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_truncate_tool_output` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_apply_preset` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `py_get_docstring_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `get_text_value` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_cb_ticket_skip` | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | . | . | . | +| `put` | . | . | . | 1 | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `clutch_callback` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `get_value` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_classify_gemini_error` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -_... 33 more fields_ +_... 42 more fields_ ## Access pattern @@ -1975,781 +1835,783 @@ _... 33 more fields_ **Per-function pattern distribution:** -- `whole_struct`: 34 functions (68%) -- `mixed`: 10 functions (20%) -- `field_by_field`: 6 functions (12%) +- `whole_struct`: 36 functions (72%) +- `field_by_field`: 10 functions (20%) +- `mixed`: 4 functions (8%) ## SSDL Sketch for `Metadata` ``` [Q:Metadata entry-point] -> [Q:PCG lookup] - -> [1: from_dict] [B:check] (branches=0) - -> [2: aggregate_cross_audit_findings] [B:is None?] (branches=2) [N:safe] - -> [3: approve_mma_ticket] [B:check] (branches=1) - -> [4: update_auto_whitelist_status] [B:check] (branches=18) - -> [5: from_dict] [B:check] (branches=0) - -> [6: _send_gemini] [B:is None?] (branches=75) [N:safe] - -> [7: from_dict] [B:check] (branches=0) - -> [8: save_project] [B:is None?] (branches=7) [N:safe] - -> [9: run_tier4_analysis] [B:check] (branches=0) - -> [10: _flush_to_project_result] [B:check] (branches=2) - -> [11: classify_memory_dim] [B:check] (branches=2) - -> [12: __init__] [B:check] (branches=2) - -> [13: create_bead] [B:check] (branches=0) - -> [14: fuzzy_match] [B:check] (branches=2) - -> [15: set_gamma] [B:check] (branches=0) - -> [16: update_task_status] [B:check] (branches=0) - -> [17: estimate_call_frequency] [B:check] (branches=2) - -> [18: walk] [B:check] (branches=23) - -> [19: detect_access_pattern] [B:is None?] (branches=5) [N:safe] - -> [20: _get_app_attr] [B:check] (branches=3) - -> [21: _send_llama_native] [B:check] (branches=12) - -> [22: _handle_mma_state_update] [B:is None?] (branches=27) [N:safe] - -> [23: _list_deepseek_models] [B:check] (branches=0) - -> [24: __init__] [B:check] (branches=0) - -> [25: _on_comms_entry] [B:check] (branches=32) - -> [26: approve_task] [B:check] (branches=0) - -> [27: ui_screenshot_paths] [B:check] (branches=0) - -> [28: __init__] [B:check] (branches=2) - -> [29: _extract_gemini_thoughts_result] [B:is None?] (branches=9) [N:safe] - -> [30: get_brightness] [B:check] (branches=0) - -> [31: undo] [B:check] (branches=1) - -> [32: _drain_normalize_errors] [B:is None?] (branches=6) [N:safe] - -> [33: _rename_discussion] [B:check] (branches=3) - -> [34: get_file_slice] [B:check] (branches=1) - -> [35: tab_bar] [B:check] (branches=0) - -> [36: log_tool_call] [B:is None?] (branches=8) [N:safe] - -> [37: current_model] [B:check] (branches=0) - -> [38: embed] [B:check] (branches=0) - -> [39: get_preset_scope] [B:check] (branches=3) - -> [40: file_origin_memory_dim] [B:check] (branches=3) - -> [41: __init__] [B:check] (branches=0) - -> [42: get_gamma] [B:check] (branches=0) - -> [43: style_var] [B:check] (branches=0) - -> [44: _save_file] [B:check] (branches=3) - -> [45: is_absolute_with_drive] [B:check] (branches=2) - -> [46: _topological_sort_tickets_result] [B:check] (branches=2) - -> [47: ui_file_paths] [B:check] (branches=0) - -> [48: rag_emb_provider] [B:check] (branches=0) - -> [49: synthesize_aggregate_profile] [B:is None?] (branches=4) [N:safe] - -> [50: _check_existing_index_result] [B:check] (branches=6) - -> [51: read_input_json] [B:check] (branches=5) - -> [52: walk] [B:check] (branches=23) - -> [53: is_session_whitelisted] [B:is None?] (branches=1) [N:safe] - -> [54: py_update_definition_result] [B:check] (branches=6) - -> [55: render_unindented] [B:check] (branches=0) - -> [56: set_summary] [B:check] (branches=2) - -> [57: classify_dashscope_error] [B:check] (branches=5) - -> [58: _cb_save_view_preset] [B:check] (branches=2) - -> [59: delete_context_preset] [B:check] (branches=1) - -> [60: style_color] [B:check] (branches=0) - -> [61: _handle_set_tool_log_dirty] [B:check] (branches=0) - -> [62: read_file] [B:check] (branches=1) - -> [63: _api_get_session] [B:check] (branches=1) - -> [64: get_contrast] [B:check] (branches=0) - -> [65: launch_diff] [B:check] (branches=3) - -> [66: get_archive_dir] [B:check] (branches=0) - -> [67: from_dict] [B:check] (branches=4) - -> [68: _classify_minimax_error] [B:is None?] (branches=21) [N:safe] - -> [69: _chunk_code_result] [B:check] (branches=4) - -> [70: _set_rag_status] [B:check] (branches=1) - -> [71: _resolve_font_path_result] [B:check] (branches=7) - -> [72: _add_bleed_derived] [B:check] (branches=0) - -> [73: __init__] [B:is None?] (branches=0) [N:safe] - -> [74: _diag_layout_state_ini_text_result] [B:check] (branches=3) - -> [75: _ast_update_definition] [B:check] (branches=0) - -> [76: mutate_dag] [B:is None?] (branches=8) [N:safe] - -> [77: py_get_symbol_info_result] [B:check] (branches=5) - -> [78: cb_load_prior_log] [B:is None?] (branches=13) [N:safe] - -> [79: embed] [B:check] (branches=0) - -> [80: from_dict] [B:check] (branches=0) - -> [81: save_track_history] [B:check] (branches=1) - -> [82: set_current_tier] [B:check] (branches=0) - -> [83: _send_cli_round_result] [B:check] (branches=3) - -> [84: _save_fallback_project_result] [B:check] (branches=3) - -> [85: _require_warmed] [B:is None?] (branches=1) [N:safe] - -> [86: load_mcp_config] [B:check] (branches=4) - -> [87: _extract_dashscope_tool_calls] [B:check] (branches=4) - -> [88: fetch_url_result] [B:check] (branches=8) - -> [89: _strip_cache_controls] [B:check] (branches=4) - -> [90: _handle_clear_summary_cache] [B:check] (branches=0) - -> [91: _tier_stream_scroll_sync_result] [B:check] (branches=3) - -> [92: delete_profile] [B:check] (branches=2) - -> [93: _update_gcli_adapter] [B:check] (branches=1) - -> [94: _estimate_prompt_tokens] [B:check] (branches=2) - -> [95: handle_starttag] [B:check] (branches=6) - -> [96: set_contrast] [B:check] (branches=0) - -> [97: _delete_discussion] [B:check] (branches=3) - -> [98: _build_files_section_from_items] [B:is None?] (branches=5) [N:safe] - -> [99: open_session] [B:is None?] (branches=5) [N:safe] - -> [100: post_project] [B:check] (branches=0) - -> [101: compute_real_type_alias_coverage] [B:check] (branches=6) - -> [102: load_all] [B:check] (branches=3) - -> [103: submit] [B:check] (branches=4) - -> [104: _render_ast_inspector_file_content_result] [B:check] (branches=2) - -> [105: list_models] [B:check] (branches=8) - -> [106: _run_script] [B:is None?] (branches=3) [N:safe] - -> [107: _strip_private_keys] [B:check] (branches=0) - -> [108: load_from_config] [B:check] (branches=1) - -> [109: _handle_click] [B:check] (branches=9) - -> [110: _record_failure] [B:is None?] (branches=14) [N:safe] - -> [111: _parse_search_response_result] [B:check] (branches=5) - -> [112: __init__] [B:check] (branches=2) - -> [113: _toggle_window] [B:check] (branches=2) - -> [114: embed] [B:check] (branches=0) - -> [115: ts_cpp_update_definition] [B:check] (branches=1) - -> [116: ts_cpp_get_signature] [B:check] (branches=1) - -> [117: __init__] [B:check] (branches=0) - -> [118: ts_c_get_code_outline_result] [B:check] (branches=5) - -> [119: _dashscope_exception_from_response] [B:check] (branches=0) - -> [120: update_usage] [B:check] (branches=2) - -> [121: set_agent_tools] [B:check] (branches=0) - -> [122: is_hot_cold_split] [B:check] (branches=1) - -> [123: group_files_by_dir] [B:check] (branches=3) - -> [124: run_tier4_patch_generation] [B:check] (branches=0) - -> [125: _symbol_resolution_result] [B:check] (branches=4) - -> [126: set_bias_profile] [B:check] (branches=2) - -> [127: _build_chunked_context_blocks] [B:check] (branches=2) - -> [128: _normalize_path] [B:check] (branches=0) - -> [129: async_dispatch] [B:check] (branches=2) - -> [130: run_tier4_patch_callback] [B:check] (branches=0) - -> [131: generate_tracks] [B:check] (branches=11) - -> [132: _close_palette] [B:check] (branches=0) - -> [133: _normalize_nested_list_endings] [B:check] (branches=6) - -> [134: list_directory_result] [B:check] (branches=9) - -> [135: __init__] [B:check] (branches=2) - -> [136: current_provider] [B:check] (branches=0) - -> [137: map_finding_to_aggregates] [B:is None?] (branches=1) [N:safe] - -> [138: py_get_imports] [B:check] (branches=1) - -> [139: launch_editor] [B:check] (branches=3) - -> [140: compute_file_stats] [B:check] (branches=6) - -> [141: render_discussion_entry_read_mode] [B:check] (branches=18) - -> [142: search_files] [B:check] (branches=1) - -> [143: P3_pass] [B:check] (branches=10) - -> [144: ts_c_get_signature_result] [B:check] (branches=5) - -> [145: render_organization_deductions] [B:check] (branches=19) - -> [146: py_get_var_declaration_result] [B:check] (branches=8) - -> [147: delete_bias_profile] [B:check] (branches=2) - -> [148: _pre_dispatch] [B:check] (branches=8) - -> [149: read_file_result] [B:check] (branches=6) - -> [150: from_dict] [B:check] (branches=0) - -> [151: render_path_field] [B:check] (branches=5) - -> [152: ts_cpp_get_signature_result] [B:check] (branches=5) - -> [153: derive_code_path] [B:check] (branches=1) - -> [154: from_dict] [B:check] (branches=0) - -> [155: run_powershell] [B:check] (branches=21) - -> [156: _on_ai_stream] [B:is None?] (branches=5) [N:safe] - -> [157: aggregate_findings] [B:check] (branches=9) - -> [158: _send_minimax] [B:check] (branches=11) - -> [159: build_summary_markdown] [B:check] (branches=2) - -> [160: _normalize_bullet_delimiters] [B:check] (branches=0) - -> [161: _api_post_gui] [B:check] (branches=0) - -> [162: delete_preset] [B:check] (branches=3) - -> [163: _handle_hide_patch_modal] [B:check] (branches=0) - -> [164: ui_file_paths] [B:check] (branches=0) - -> [165: _api_confirm_action] [B:is None?] (branches=4) [N:safe] - -> [166: py_get_symbol_info] [B:check] (branches=1) - -> [167: analyze_consumer_pattern] [B:check] (branches=3) - -> [168: _cb_load_track_result] [B:check] (branches=6) - -> [169: py_get_hierarchy] [B:check] (branches=1) - -> [170: from_dict] [B:check] (branches=0) - -> [171: delete_preset] [B:check] (branches=2) - -> [172: _warmup_one] [B:is None?] (branches=7) [N:safe] - -> [173: truncate_entries] [B:check] (branches=4) - -> [174: mutate_mma_dag] [B:check] (branches=1) - -> [175: get_tool_spec] [B:check] (branches=1) - -> [176: build_discussion_text] [B:check] (branches=1) - -> [177: save_preset] [B:check] (branches=3) - -> [178: py_set_signature_result] [B:check] (branches=7) - -> [179: post_gui] [B:check] (branches=1) - -> [180: flat_config] [B:check] (branches=2) - -> [181: get_history] [B:check] (branches=3) - -> [182: menu] [B:check] (branches=0) - -> [183: _send_qwen] [B:check] (branches=9) - -> [184: render_palette_modal] [B:check] (branches=22) - -> [185: __init__] [B:check] (branches=0) - -> [186: create_slice] [B:check] (branches=0) - -> [187: _get_path] [B:check] (branches=3) - -> [188: get_symbol_definition] [B:check] (branches=2) - -> [189: _render_code_block] [B:is None?] (branches=11) [N:safe] - -> [190: get_node_status] [B:check] (branches=1) - -> [191: update_bead] [B:check] (branches=2) - -> [192: index_file] [B:check] (branches=13) - -> [193: py_set_var_declaration] [B:check] (branches=1) - -> [194: _create_discussion] [B:check] (branches=2) - -> [195: _simulate_save_preset] [B:check] (branches=0) - -> [196: delete_session] [B:check] (branches=0) - -> [197: build_markdown] [B:check] (branches=0) - -> [198: confirm_execution] [B:is None?] (branches=3) [N:safe] - -> [199: _handle_mma_step_approval] [B:check] (branches=6) - -> [200: tree_node_ex] [B:check] (branches=0) - -> [201: py_check_syntax_result] [B:check] (branches=7) - -> [202: load_frequency_overrides] [B:check] (branches=4) - -> [203: push] [B:check] (branches=1) - -> [204: mma_status] [B:check] (branches=0) - -> [205: _cb_save_workspace_profile] [B:check] (branches=2) - -> [206: _safe_controller_result] [B:is None?] (branches=4) [N:safe] - -> [207: get_token_stats] [B:check] (branches=3) - -> [208: _on_warmup_complete_callback] [B:is None?] (branches=5) [N:safe] - -> [209: delete_documents] [B:check] (branches=2) - -> [210: _trim_anthropic_history] [B:check] (branches=13) - -> [211: _compute_score] [B:check] (branches=3) - -> [212: ts_c_get_skeleton] [B:check] (branches=1) - -> [213: topological_sort] [B:check] (branches=3) - -> [214: save_persona] [B:check] (branches=1) - -> [215: _spawn_worker] [B:check] (branches=3) - -> [216: render_code] [B:check] (branches=0) - -> [217: _extract_tool_name] [B:check] (branches=13) - -> [218: __init__] [B:is None?] (branches=0) [N:safe] - -> [219: _make_serializable] [B:check] (branches=5) - -> [220: worker_comms_callback] [B:check] (branches=7) - -> [221: add_field_access] [B:check] (branches=0) - -> [222: register] [B:check] (branches=2) - -> [223: branch_discussion] [B:check] (branches=3) - -> [224: summarise_file] [B:check] (branches=7) - -> [225: mark_blocked] [B:check] (branches=0) - -> [226: py_set_var_declaration_result] [B:check] (branches=8) - -> [227: __init__] [B:check] (branches=2) - -> [228: approve_ticket] [B:check] (branches=4) - -> [229: run_discussion_compression] [B:check] (branches=14) - -> [230: _is_subsequence] [B:check] (branches=3) - -> [231: __init__] [B:check] (branches=4) - -> [232: __init__] [B:is None?] (branches=0) [N:safe] - -> [233: get_tracks_dir] [B:check] (branches=0) - -> [234: get_role_tint] [B:check] (branches=0) - -> [235: _do_project_switch] [B:check] (branches=9) - -> [236: apply_patch] [B:check] (branches=1) - -> [237: parse_thinking_trace] [B:check] (branches=1) - -> [238: _handle_show_track_proposal] [B:check] (branches=0) - -> [239: load_context_preset] [B:check] (branches=3) - -> [240: _run_tier4_patch_callback_result] [B:check] (branches=6) - -> [241: detect_nil_check_pattern] [B:is None?] (branches=11) [N:safe] - -> [242: py_get_imports_result] [B:check] (branches=13) - -> [243: render_unindented] [B:check] (branches=0) - -> [244: _set_tool_preset_result] [B:check] (branches=7) - -> [245: _handle_set_value] [B:check] (branches=6) - -> [246: count_branches_in_function] [B:is None?] (branches=9) [N:safe] - -> [247: save_bias_profile] [B:check] (branches=1) - -> [248: parse_symbols] [B:check] (branches=0) - -> [249: select_tab] [B:check] (branches=0) - -> [250: _run_tier4_analysis_result] [B:check] (branches=5) - -> [251: confirm_spawn] [B:is None?] (branches=6) [N:safe] - -> [252: child] [B:check] (branches=0) - -> [253: from_dict] [B:check] (branches=0) - -> [254: resolve_paths] [B:check] (branches=4) - -> [255: inject_context] [B:check] (branches=3) - -> [256: ts_c_get_code_outline] [B:check] (branches=1) - -> [257: py_get_definition] [B:check] (branches=1) - -> [258: set_file_slice] [B:check] (branches=1) - -> [259: get] [B:check] (branches=0) - -> [260: search_files_result] [B:check] (branches=9) - -> [261: _extract_minimax_reasoning] [B:check] (branches=5) - -> [262: py_update_definition] [B:check] (branches=1) - -> [263: find_in_scope] [B:check] (branches=10) - -> [264: _atom] [B:check] (branches=1) - -> [265: register] [B:check] (branches=0) - -> [266: handle_data] [B:check] (branches=2) - -> [267: set_brightness] [B:check] (branches=0) - -> [268: from_dict] [B:check] (branches=0) - -> [269: __init__] [B:check] (branches=0) - -> [270: _cb_start_track] [B:check] (branches=13) - -> [271: _resolve_filepath] [B:check] (branches=1) - -> [272: _save_file] [B:check] (branches=1) - -> [273: _append_tool_log] [B:check] (branches=6) - -> [274: ts_cpp_get_code_outline_result] [B:check] (branches=5) - -> [275: get_line_color] [B:check] (branches=3) - -> [276: _cb_delete_persona] [B:check] (branches=0) - -> [277: save_preset] [B:check] (branches=1) - -> [278: _dashscope_call] [B:check] (branches=5) - -> [279: _test_callback_func_write_to_file] [B:check] (branches=1) - -> [280: create_temp_modified_file] [B:check] (branches=1) - -> [281: __getattr__] [B:check] (branches=0) - -> [282: emit] [B:check] (branches=2) - -> [283: __init__] [B:check] (branches=2) - -> [284: _get_symbol_node] [B:check] (branches=12) - -> [285: get_file_hash] [B:check] (branches=0) - -> [286: _apply_preset] [B:check] (branches=4) - -> [287: _resolve_log_ref] [B:is None?] (branches=6) [N:safe] - -> [288: _send_streaming] [B:is None?] (branches=19) [N:safe] - -> [289: _create_gemini_cache_result] [B:check] (branches=3) - -> [290: _list_models_for_provider_result] [B:check] (branches=2) - -> [291: _cb_ticket_retry] [B:check] (branches=2) - -> [292: load_track_state] [B:check] (branches=4) - -> [293: walk] [B:check] (branches=23) - -> [294: _count_gaps] [B:check] (branches=5) - -> [295: web_search_result] [B:check] (branches=5) - -> [296: build_tier3_context] [B:check] (branches=50) - -> [297: py_get_code_outline] [B:check] (branches=1) - -> [298: _handle_custom_callback] [B:check] (branches=4) - -> [299: _repair_minimax_history] [B:check] (branches=10) - -> [300: send] [B:check] (branches=30) - -> [301: get_color] [B:check] (branches=7) - -> [302: parse_diff] [B:is None?] (branches=20) [N:safe] - -> [303: __getitem__] [B:is None?] (branches=4) [N:safe] - -> [304: kill_worker] [B:check] (branches=1) - -> [305: py_get_signature] [B:check] (branches=1) - -> [306: build_pcg] [B:check] (branches=12) - -> [307: _handle_set_mma_status] [B:check] (branches=0) - -> [308: _parse_float_result] [B:check] (branches=2) - -> [309: py_get_docstring] [B:check] (branches=1) - -> [310: kill_mma_worker] [B:check] (branches=1) - -> [311: _classify_anthropic_error] [B:check] (branches=15) - -> [312: resolve_pending_action] [B:check] (branches=6) - -> [313: build_diff_command] [B:check] (branches=0) - -> [314: __init__] [B:check] (branches=2) - -> [315: _record_startup_timeline_error] [B:check] (branches=1) - -> [316: add_documents] [B:check] (branches=2) - -> [317: jump_to_undo] [B:check] (branches=3) - -> [318: derive_code_path_result] [B:check] (branches=34) - -> [319: _on_api_event] [B:check] (branches=2) - -> [320: default_project] [B:check] (branches=0) - -> [321: get_file_slice_result] [B:check] (branches=5) - -> [322: _get_file_mtime_result] [B:check] (branches=2) - -> [323: _api_delete_session] [B:check] (branches=2) - -> [324: render_ssdl_rollup] [B:check] (branches=5) - -> [325: reset_tone_mapping] [B:check] (branches=2) - -> [326: _should_cache_gemini_result] [B:is None?] (branches=5) [N:safe] - -> [327: _refresh_api_metrics] [B:is None?] (branches=11) [N:safe] - -> [328: _is_contiguous] [B:check] (branches=0) - -> [329: _record_success] [B:is None?] (branches=14) [N:safe] - -> [330: _set_app_attr] [B:check] (branches=2) - -> [331: _handle_clear_ask] [B:check] (branches=1) - -> [332: rag_mcp_server] [B:check] (branches=1) - -> [333: set_base_system_prompt] [B:check] (branches=0) - -> [334: _set_minimax_provider_result] [B:check] (branches=2) - -> [335: drag] [B:check] (branches=0) - -> [336: _fetch_models] [B:check] (branches=11) - -> [337: _count_gemini_tokens_for_stats_result] [B:is None?] (branches=4) [N:safe] - -> [338: _cb_kill_ticket] [B:check] (branches=3) - -> [339: _count_tokens] [B:check] (branches=0) - -> [340: _log_stderr] [B:check] (branches=2) - -> [341: _ticket_id_max_int_result] [B:check] (branches=2) - -> [342: run_with_tool_loop] [B:is None?] (branches=23) [N:safe] - -> [343: get_text_value] [B:is None?] (branches=0) [N:safe] - -> [344: set_project_context_marker] [B:check] (branches=0) - -> [345: from_dict] [B:is None?] (branches=2) [N:safe] - -> [346: get_targeted_view] [B:check] (branches=56) - -> [347: render] [B:check] (branches=0) - -> [348: _split_row] [B:check] (branches=2) - -> [349: _all_function_refs] [B:check] (branches=2) - -> [350: update] [B:check] (branches=0) - -> [351: _get_app_attr] [B:check] (branches=3) - -> [352: delete_preset] [B:check] (branches=2) - -> [353: build_markdown_no_history] [B:check] (branches=0) - -> [354: edit_file_result] [B:check] (branches=10) - -> [355: current_model] [B:check] (branches=0) - -> [356: confirm_action] [B:check] (branches=0) - -> [357: _write_beads] [B:check] (branches=0) - -> [358: outline] [B:check] (branches=26) - -> [359: _summarise_markdown] [B:check] (branches=3) - -> [360: _test_callback_func_write_to_file] [B:check] (branches=1) - -> [361: parse_hunk_header] [B:check] (branches=2) - -> [362: _cb_ticket_skip] [B:check] (branches=2) - -> [363: get_skeleton] [B:check] (branches=27) - -> [364: _ast_get_definition] [B:check] (branches=0) - -> [365: _api_get_key] [B:check] (branches=3) - -> [366: delete_documents_by_path] [B:check] (branches=3) - -> [367: _repair_anthropic_history] [B:check] (branches=6) - -> [368: list_models_for_vendor] [B:check] (branches=1) - -> [369: resolve_slice] [B:check] (branches=18) - -> [370: render] [B:check] (branches=0) - -> [371: _handle_drag] [B:check] (branches=1) - -> [372: search] [B:check] (branches=8) - -> [373: _on_open_link] [B:check] (branches=5) - -> [374: estimate_cost] [B:check] (branches=3) - -> [375: py_get_code_outline_result] [B:check] (branches=6) - -> [376: from_dict] [B:check] (branches=0) - -> [377: scope] [B:check] (branches=0) - -> [378: _rag_search_result] [B:check] (branches=5) - -> [379: __getattr__] [B:check] (branches=2) - -> [380: log_comms] [B:is None?] (branches=3) [N:safe] - -> [381: compute_effective_codepaths] [B:check] (branches=2) - -> [382: dominant_pattern] [B:check] (branches=2) - -> [383: get_track_state_dir] [B:check] (branches=0) - -> [384: configure] [B:is None?] (branches=7) [N:safe] - -> [385: apply_syntax_palette] [B:is None?] (branches=2) [N:safe] - -> [386: phase] [B:check] (branches=3) - -> [387: _deserialize_active_track_result] [B:check] (branches=3) - -> [388: __init__] [B:check] (branches=0) - -> [389: _chunk_text] [B:check] (branches=3) - -> [390: deep_search] [B:check] (branches=7) - -> [391: rag_source] [B:check] (branches=0) - -> [392: parse_tables] [B:check] (branches=7) - -> [393: _load_fonts_main_result] [B:check] (branches=3) - -> [394: right_click] [B:check] (branches=0) - -> [395: build_discussion_section] [B:check] (branches=2) - -> [396: _on_warmup_complete_callback_result] [B:check] (branches=6) - -> [397: start_services] [B:check] (branches=0) - -> [398: spawn_mma_worker] [B:check] (branches=1) - -> [399: P2_pass] [B:is None?] (branches=6) [N:safe] - -> [400: window] [B:check] (branches=0) - -> [401: web_search] [B:check] (branches=1) - -> [402: get] [B:check] (branches=2) - -> [403: detect_frequency_from_entry_point] [B:check] (branches=6) - -> [404: _toggle_attr] [B:check] (branches=2) - -> [405: handle_starttag] [B:check] (branches=6) - -> [406: render_thinking_trace] [B:check] (branches=12) - -> [407: __init__] [B:check] (branches=0) - -> [408: click] [B:check] (branches=0) - -> [409: generate_tickets] [B:check] (branches=12) - -> [410: __getattr__] [B:check] (branches=0) - -> [411: _handle_select_list_item] [B:check] (branches=2) - -> [412: from_dict] [B:check] (branches=4) - -> [413: _add_history_cache_breakpoint] [B:check] (branches=5) - -> [414: reset_session] [B:check] (branches=0) - -> [415: _save_file] [B:check] (branches=1) - -> [416: render_ssdl_sketch] [B:check] (branches=4) - -> [417: get_curated_view] [B:check] (branches=24) - -> [418: _write_raw] [B:check] (branches=1) - -> [419: deep_search] [B:check] (branches=7) - -> [420: _has_app_attr] [B:check] (branches=3) - -> [421: build_screenshots_section] [B:check] (branches=6) - -> [422: _send_gemini_cli] [B:is None?] (branches=23) [N:safe] - -> [423: id] [B:check] (branches=0) - -> [424: _normalize_list_continuations] [B:check] (branches=9) - -> [425: __init__] [B:check] (branches=0) - -> [426: _cb_apply_view_preset] [B:check] (branches=1) - -> [427: redo] [B:check] (branches=1) - -> [428: compute_result_coverage] [B:check] (branches=2) - -> [429: __init__] [B:check] (branches=1) - -> [430: _make_request] [B:check] (branches=8) - -> [431: _handle_refresh_from_project] [B:check] (branches=0) - -> [432: _set_context_files] [B:check] (branches=0) - -> [433: apply] [B:check] (branches=10) - -> [434: _handle_ask] [B:check] (branches=0) - -> [435: set_session_start_time] [B:check] (branches=2) - -> [436: _resolve_aliases] [B:is None?] (branches=7) [N:safe] - -> [437: _content_block_to_dict] [B:check] (branches=5) - -> [438: entry_to_str] [B:check] (branches=3) - -> [439: _is_table_at] [B:check] (branches=2) - -> [440: _list_gemini_models_result] [B:check] (branches=7) - -> [441: run_audit] [B:check] (branches=4) - -> [442: render_text_viewer] [B:check] (branches=3) - -> [443: get_tree_result] [B:check] (branches=13) - -> [444: render_code] [B:check] (branches=0) - -> [445: ts_cpp_get_definition_result] [B:check] (branches=5) - -> [446: get_cached_tree] [B:check] (branches=4) - -> [447: async_dispatch] [B:check] (branches=2) - -> [448: _cb_delete_bias_profile] [B:check] (branches=0) - -> [449: py_get_class_summary_result] [B:check] (branches=10) - -> [450: P1_pass] [B:is None?] (branches=5) [N:safe] - -> [451: log_api_hook] [B:is None?] (branches=3) [N:safe] - -> [452: aggregate_pattern_from_consumers] [B:check] (branches=7) - -> [453: with_scope] [B:check] (branches=0) - -> [454: from_dict] [B:check] (branches=0) - -> [455: get_file_summary] [B:check] (branches=1) - -> [456: tab_item] [B:check] (branches=0) - -> [457: _classify_openai_compatible_error] [B:check] (branches=10) - -> [458: from_dict] [B:check] (branches=0) - -> [459: _on_tool_log] [B:check] (branches=1) - -> [460: get_persona_scope] [B:check] (branches=3) - -> [461: update_definition] [B:check] (branches=42) - -> [462: _cb_load_workspace_profile] [B:check] (branches=3) - -> [463: to_dsl_v2] [B:is None?] (branches=10) [N:safe] - -> [464: wait_for_event] [B:check] (branches=4) - -> [465: _summarise_python] [B:check] (branches=21) - -> [466: compute_decomposition_cost] [B:check] (branches=0) - -> [467: __getattr__] [B:check] (branches=4) - -> [468: py_get_skeleton_result] [B:check] (branches=5) - -> [469: handle_data] [B:check] (branches=2) - -> [470: get_definition] [B:check] (branches=42) - -> [471: __init__] [B:check] (branches=2) - -> [472: _ast_get_signature] [B:check] (branches=0) - -> [473: _get_mtime_safe] [B:is None?] (branches=3) [N:safe] - -> [474: analyze_producer_size] [B:is None?] (branches=21) [N:safe] - -> [475: table] [B:check] (branches=0) - -> [476: get_tree] [B:check] (branches=1) - -> [477: code_path_audit_v2] [B:check] (branches=1) - -> [478: _aggregate_for_fqname] [B:check] (branches=4) - -> [479: clean_nones] [B:is None?] (branches=2) [N:safe] - -> [480: py_set_signature] [B:check] (branches=1) - -> [481: set_custom_system_prompt] [B:check] (branches=0) - -> [482: _strip_stale_file_refreshes] [B:check] (branches=12) - -> [483: __setattr__] [B:check] (branches=3) - -> [484: _clean_nones] [B:is None?] (branches=2) [N:safe] - -> [485: detect_language] [B:check] (branches=8) - -> [486: fetch_url] [B:check] (branches=1) - -> [487: handle_endtag] [B:check] (branches=5) - -> [488: _add_to_history] [B:check] (branches=3) - -> [489: promote_take] [B:check] (branches=4) - -> [490: save_track_state] [B:check] (branches=1) - -> [491: _init_ai_and_hooks] [B:check] (branches=2) - -> [492: py_get_docstring_result] [B:check] (branches=10) - -> [493: get_outline] [B:check] (branches=1) - -> [494: _append_comms] [B:is None?] (branches=1) [N:safe] - -> [495: parse_history_entries] [B:check] (branches=10) - -> [496: from_dict] [B:check] (branches=0) - -> [497: str_to_entry] [B:check] (branches=5) - -> [498: set_file_slice_result] [B:check] (branches=7) - -> [499: request_confirmation] [B:check] (branches=0) - -> [500: compute_real_decomposition_cost] [B:check] (branches=7) - -> [501: _classify_deepseek_error] [B:is None?] (branches=21) [N:safe] - -> [502: _report_worker_error] [B:check] (branches=2) - -> [503: get_conductor_dir] [B:check] (branches=2) - -> [504: put] [B:check] (branches=3) - -> [505: capture_state] [B:check] (branches=0) - -> [506: __init__] [B:check] (branches=0) - -> [507: render_discussion_entry] [B:check] (branches=21) - -> [508: from_dict] [B:check] (branches=0) - -> [509: parse_dsl_v2] [B:check] (branches=17) - -> [510: _handle_ticket_completed] [B:check] (branches=3) - -> [511: _cb_create_track] [B:check] (branches=4) - -> [512: py_check_syntax] [B:check] (branches=1) - -> [513: edit_file] [B:check] (branches=1) - -> [514: _confirm_and_run] [B:check] (branches=12) - -> [515: parse_ts] [B:check] (branches=2) - -> [516: _log_phase_output] [B:check] (branches=2) - -> [517: _set_mcp_config_json_result] [B:check] (branches=2) - -> [518: get_api_key] [B:check] (branches=0) - -> [519: _ast_get_skeleton] [B:check] (branches=0) - -> [520: estimate_struct_size] [B:check] (branches=3) - -> [521: run_all_cross_audit_reads] [B:check] (branches=4) - -> [522: popup_modal] [B:check] (branches=0) - -> [523: mcp_config_json] [B:check] (branches=0) - -> [524: _handle_set_ai_status] [B:check] (branches=0) - -> [525: _handle_mma_stream] [B:check] (branches=4) - -> [526: _ast_get_code_outline] [B:check] (branches=0) - -> [527: get_capabilities] [B:check] (branches=2) - -> [528: set_value] [B:check] (branches=0) - -> [529: kill_worker] [B:check] (branches=4) - -> [530: inject_context] [B:check] (branches=1) - -> [531: node] [B:check] (branches=0) - -> [532: ollama_chat] [B:check] (branches=3) - -> [533: post_api_session] [B:check] (branches=0) - -> [534: dispatch] [B:check] (branches=60) - -> [535: log_tool_output] [B:is None?] (branches=4) [N:safe] - -> [536: _cb_save_bias_profile] [B:check] (branches=0) - -> [537: set_provider] [B:check] (branches=7) - -> [538: add_producer] [B:check] (branches=0) - -> [539: _on_performance_alert] [B:check] (branches=0) - -> [540: get_code_outline] [B:is None?] (branches=8) [N:safe] - -> [541: parse] [B:check] (branches=0) - -> [542: _render_ast_inspector_outline_result] [B:check] (branches=6) - -> [543: __init__] [B:check] (branches=0) - -> [544: _read_file_content_result] [B:check] (branches=3) - -> [545: _start_track_logic_result] [B:check] (branches=10) - -> [546: from_dict] [B:check] (branches=0) - -> [547: __init__] [B:check] (branches=0) - -> [548: reload] [B:check] (branches=4) - -> [549: get_git_diff] [B:check] (branches=1) - -> [550: migrate_from_legacy_config] [B:check] (branches=2) - -> [551: __init__] [B:check] (branches=0) - -> [552: get_summary] [B:check] (branches=2) - -> [553: send] [B:check] (branches=19) - -> [554: get_signature] [B:check] (branches=46) - -> [555: push_event] [B:check] (branches=0) - -> [556: ts_cpp_get_code_outline] [B:check] (branches=1) - -> [557: ts_c_update_definition] [B:check] (branches=1) - -> [558: _handle_refresh_api_metrics] [B:check] (branches=1) - -> [559: _push_state] [B:check] (branches=1) - -> [560: _truncate_tool_output] [B:check] (branches=2) - -> [561: render_tier_stream_panel] [B:is None?] (branches=16) [N:safe] - -> [562: _build_tree] [B:check] (branches=8) - -> [563: get_indicator_state] [B:check] (branches=0) - -> [564: _get_path] [B:check] (branches=3) - -> [565: _on_warmup_complete_for_timeline] [B:check] (branches=0) - -> [566: get_git_commit] [B:check] (branches=2) - -> [567: py_get_signature_result] [B:check] (branches=10) - -> [568: format_discussion] [B:check] (branches=0) - -> [569: set_vendor_quota] [B:check] (branches=0) - -> [570: py_get_skeleton] [B:check] (branches=1) - -> [571: on] [B:check] (branches=1) - -> [572: py_get_var_declaration] [B:check] (branches=1) - -> [573: _switch_project] [B:check] (branches=7) - -> [574: extract_colon_blocks] [B:check] (branches=1) - -> [575: start_component] [B:check] (branches=2) - -> [576: from_dict] [B:check] (branches=0) - -> [577: py_find_usages_result] [B:check] (branches=19) - -> [578: _load_project_from_path_result] [B:check] (branches=2) - -> [579: build_dashscope_tools] [B:check] (branches=2) - -> [580: _execute_tool_calls_concurrently] [B:check] (branches=10) - -> [581: from_dict] [B:check] (branches=0) - -> [582: _save_context_preset_force] [B:check] (branches=2) - -> [583: _repair_deepseek_history] [B:check] (branches=6) - -> [584: _execute] [B:check] (branches=3) - -> [585: mark_manual_block] [B:check] (branches=0) - -> [586: _set_external_editor_default] [B:check] (branches=2) - -> [587: delete_persona] [B:check] (branches=2) - -> [588: _execute_single_tool_call_async] [B:is None?] (branches=15) [N:safe] - -> [589: wait_for_project_switch] [B:is None?] (branches=8) [N:safe] - -> [590: parse_json_tickets] [B:check] (branches=5) - -> [591: render_post_fx] [B:check] (branches=0) - -> [592: update_task_status] [B:check] (branches=1) - -> [593: _on_sigint] [B:check] (branches=1) - -> [594: set_tool_preset] [B:check] (branches=2) - -> [595: _send_blocking] [B:check] (branches=4) - -> [596: find_next_increment] [B:check] (branches=3) - -> [597: render_heavy_text] [B:check] (branches=8) - -> [598: __init__] [B:check] (branches=2) - -> [599: clutch_callback] [B:check] (branches=5) - -> [600: __init__] [B:check] (branches=0) - -> [601: restore_state] [B:check] (branches=1) - -> [602: get_value] [B:check] (branches=10) - -> [603: _summarise_toml] [B:check] (branches=8) - -> [604: _start_track_logic] [B:check] (branches=1) - -> [605: _switch_discussion] [B:check] (branches=4) - -> [606: _send_request] [B:check] (branches=2) - -> [607: __init__] [B:check] (branches=2) - -> [608: _handle_right_click] [B:check] (branches=1) - -> [609: _handle_show_patch_modal] [B:check] (branches=0) - -> [610: _offload_entry_payload] [B:check] (branches=10) - -> [611: load_themes_from_toml] [B:check] (branches=10) - -> [612: _cb_delete_view_preset] [B:check] (branches=0) - -> [613: _invalidate_token_estimate] [B:check] (branches=0) - -> [614: get_session] [B:check] (branches=0) - -> [615: _send_grok] [B:check] (branches=14) - -> [616: get_git_diff_result] [B:check] (branches=6) - -> [617: log_message] [B:check] (branches=0) - -> [618: save_to_config] [B:check] (branches=1) - -> [619: _fire_callback] [B:check] (branches=3) - -> [620: _get_avg] [B:check] (branches=3) - -> [621: ts_cpp_update_definition_result] [B:check] (branches=6) - -> [622: rag_mcp_tool] [B:check] (branches=1) - -> [623: ts_c_get_skeleton_result] [B:check] (branches=5) - -> [624: _send_anthropic] [B:is None?] (branches=40) [N:safe] - -> [625: _cb_delete_workspace_profile] [B:check] (branches=2) - -> [626: _cb_block_ticket] [B:check] (branches=7) - -> [627: _resolve_and_check_result] [B:check] (branches=5) - -> [628: ts_c_get_definition] [B:check] (branches=1) - -> [629: load_memory_dim_overrides] [B:check] (branches=4) - -> [630: _render_window_if_open] [B:check] (branches=4) - -> [631: _parse_tool_args_result] [B:check] (branches=2) - -> [632: ts_c_get_signature] [B:check] (branches=1) - -> [633: end_component] [B:is None?] (branches=8) [N:safe] - -> [634: _has_app_attr] [B:check] (branches=3) - -> [635: _is_likely_lang_tag] [B:check] (branches=1) - -> [636: _send_deepseek] [B:check] (branches=71) - -> [637: __init__] [B:check] (branches=2) - -> [638: _to_typed_tool_call] [B:check] (branches=3) - -> [639: add_consumer] [B:check] (branches=0) - -> [640: run_subagent_summarization] [B:check] (branches=11) - -> [641: reload_all] [B:check] (branches=2) - -> [642: _set_app_attr] [B:check] (branches=2) - -> [643: py_get_definition_result] [B:check] (branches=5) - -> [644: _populate_auto_slices_outline_result] [B:check] (branches=5) - -> [645: _list_minimax_models_result] [B:check] (branches=4) - -> [646: list_directory] [B:check] (branches=1) - -> [647: run_worker_lifecycle] [B:check] (branches=60) - -> [648: ts_cpp_get_skeleton_result] [B:check] (branches=5) - -> [649: from_dict] [B:check] (branches=0) - -> [650: __exit__] [B:check] (branches=0) - -> [651: _get_tm] [B:check] (branches=0) - -> [652: format_takes_diff] [B:check] (branches=10) - -> [653: send_openai_compatible] [B:is None?] (branches=5) [N:safe] - -> [654: _try_warm_sdk_result] [B:check] (branches=2) - -> [655: _set_bias_profile_result] [B:check] (branches=5) - -> [656: _tone_map] [B:check] (branches=0) - -> [657: _get_language_id] [B:check] (branches=7) - -> [658: get_context] [B:check] (branches=3) - -> [659: render_selectable_label] [B:check] (branches=6) - -> [660: from_dict] [B:check] (branches=0) - -> [661: _handle_mma_respond] [B:is None?] (branches=9) [N:safe] - -> [662: _trim_minimax_history] [B:check] (branches=8) - -> [663: __init__] [B:check] (branches=2) - -> [664: handle_endtag] [B:check] (branches=5) - -> [665: request_patch_approval] [B:check] (branches=0) - -> [666: _field_names_for_aggregate] [B:check] (branches=1) - -> [667: _analyze_function_field_accesses] [B:check] (branches=17) - -> [668: _summarise_generic] [B:check] (branches=10) - -> [669: generate_rationale] [B:check] (branches=0) - -> [670: summarise_items] [B:is None?] (branches=3) [N:safe] - -> [671: deep_search] [B:check] (branches=7) - -> [672: get_history] [B:check] (branches=1) - -> [673: log_cli_call] [B:is None?] (branches=3) [N:safe] - -> [674: update_session_metadata] [B:check] (branches=1) - -> [675: _api_post_api_session] [B:check] (branches=1) - -> [676: suggest_defusing_technique] [B:check] (branches=4) - -> [677: count_tokens] [B:check] (branches=0) - -> [678: _cb_unblock_ticket] [B:check] (branches=10) - -> [679: load_themes_from_dir] [B:check] (branches=6) - -> [680: get_editor] [B:check] (branches=1) - -> [681: _send_llama] [B:check] (branches=13) - -> [682: _classify_gemini_error] [B:check] (branches=21) - -> [683: _execute_gui_task_result] [B:check] (branches=6) - -> [684: request_patch_from_tier4_result] [B:check] (branches=6) - -> [685: popup] [B:check] (branches=0) - -> [686: spawn] [B:check] (branches=6) - -> [687: _handle_ticket_started] [B:check] (branches=8) - -> [688: load_track_history] [B:check] (branches=3) - -> [689: _get_gemini_history_list] [B:check] (branches=4) - -> [690: _starts_at_word_boundary] [B:check] (branches=4) - -> [691: py_find_usages] [B:check] (branches=1) - -> [692: run] [B:is None?] (branches=31) [N:safe] - -> [693: ts_c_update_definition_result] [B:check] (branches=6) - -> [694: load_theme_file] [B:check] (branches=5) - -> [695: post_gui] [B:check] (branches=0) - -> [696: register_session] [B:check] (branches=2) - -> [697: run] [B:check] (branches=1) - -> [698: load_context_preset] [B:check] (branches=1) - -> [699: py_get_class_summary] [B:check] (branches=1) - -> [700: _save_config_to_disk] [B:check] (branches=1) - -> [701: post_session] [B:check] (branches=1) - -> [702: __init__] [B:check] (branches=0) - -> [703: _cb_load_track] [B:check] (branches=2) - -> [704: _log_canary] [B:is None?] (branches=7) [N:safe] - -> [705: _cb_save_persona] [B:check] (branches=0) - -> [706: _parse_token_history_first_ts_result] [B:check] (branches=40) - -> [707: _file_to_aggregates] [B:check] (branches=4) - -> [708: current_provider] [B:check] (branches=0) - -> [709: approve_task] [B:check] (branches=3) - -> [710: _serialize_for_api] [B:check] (branches=4) - -> [711: from_dict] [B:check] (branches=0) - -> [712: build_markdown_from_items] [B:check] (branches=9) - -> [713: build_cross_audit_findings_for_aggregate] [B:check] (branches=7) - -> [714: _search_mcp] [B:check] (branches=1) - -> [715: from_dict] [B:check] (branches=0) - -> [716: call_tool] [B:check] (branches=2) - -> [717: get_syntax_palette_for_theme] [B:check] (branches=1) - -> [718: ts_c_get_definition_result] [B:check] (branches=5) - -> [719: rag_collection_name] [B:check] (branches=0) - -> [720: extract_tags] [B:check] (branches=0) - -> [721: trigger_patch] [B:check] (branches=1) - -> [722: _handle_set_comms_dirty] [B:check] (branches=0) - -> [723: stream_callback] [B:check] (branches=1) - -> [724: post_project] [B:check] (branches=0) - -> [725: _get_path] [B:check] (branches=3) - -> [726: _capture_workspace_profile] [B:check] (branches=3) - -> [727: cb_load_prior_log] [B:is None?] (branches=2) [N:safe] - -> [728: request_patch_from_tier4] [B:check] (branches=2) - -> [729: from_dict] [B:check] (branches=0) - -> [730: ai_status] [B:check] (branches=0) - -> [731: _cb_new_project_automated] [B:check] (branches=2) - -> [732: ts_cpp_get_skeleton] [B:check] (branches=1) - -> [733: _chunk_text] [B:check] (branches=0) - -> [734: _handle_mma_spawn_approval] [B:check] (branches=8) - -> [735: _handle_bead_updated] [B:check] (branches=4) - -> [736: save_preset] [B:check] (branches=1) - -> [737: save_profile] [B:check] (branches=1) - -> [738: extract_real_optimization_candidates] [B:check] (branches=4) - -> [739: __init__] [B:check] (branches=2) - -> [740: get_file_summary_result] [B:check] (branches=6) - -> [741: ts_cpp_get_definition] [B:check] (branches=1) - -> [742: _run_tier4_patch_generation_result] [B:check] (branches=5) - -> [743: analyze_consumer_fields] [B:check] (branches=10) - -> [744: apply_patch_to_file] [B:check] (branches=14) - -> [745: __getattr__] [B:check] (branches=0) - -> [746: _queue_put] [B:is None?] (branches=1) [N:safe] - -> [747: _estimate_message_tokens] [B:is None?] (branches=9) [N:safe] - -> [748: _resolve_path] [B:check] (branches=6) - -> [749: select_list_item] [B:check] (branches=0) - -> [750: get] [B:check] (branches=0) - -> [751: find_enclosing_function] [B:check] (branches=2) - -> [752: _handle_ai_response] [B:check] (branches=12) + -> [1: _resolve_filepath] [B:check] (branches=1) + -> [2: _count_gemini_tokens_for_stats_result] [B:is None?] (branches=4) [N:safe] + -> [3: _save_file] [B:check] (branches=1) + -> [4: _compute_score] [B:check] (branches=3) + -> [5: walk] [B:check] (branches=23) + -> [6: style_var] [B:check] (branches=0) + -> [7: str_to_entry] [B:check] (branches=5) + -> [8: _set_mcp_config_json_result] [B:check] (branches=2) + -> [9: _create_gemini_cache_result] [B:check] (branches=3) + -> [10: __init__] [B:check] (branches=0) + -> [11: _dashscope_exception_from_response] [B:check] (branches=0) + -> [12: add_producer] [B:check] (branches=0) + -> [13: list_directory_result] [B:check] (branches=9) + -> [14: extract_tags] [B:check] (branches=0) + -> [15: _list_gemini_models_result] [B:check] (branches=7) + -> [16: _simulate_save_preset] [B:check] (branches=0) + -> [17: jump_to_undo] [B:check] (branches=3) + -> [18: _save_file] [B:check] (branches=1) + -> [19: load_memory_dim_overrides] [B:check] (branches=4) + -> [20: __setattr__] [B:check] (branches=3) + -> [21: is_session_whitelisted] [B:is None?] (branches=1) [N:safe] + -> [22: update_usage] [B:check] (branches=2) + -> [23: _offload_entry_payload] [B:check] (branches=10) + -> [24: _queue_put] [B:is None?] (branches=1) [N:safe] + -> [25: add_consumer] [B:check] (branches=0) + -> [26: _normalize_bullet_delimiters] [B:check] (branches=0) + -> [27: get_tree] [B:check] (branches=1) + -> [28: __getattr__] [B:check] (branches=4) + -> [29: get] [B:check] (branches=2) + -> [30: _strip_private_keys] [B:check] (branches=0) + -> [31: _spawn_worker] [B:check] (branches=3) + -> [32: _tier_stream_scroll_sync_result] [B:check] (branches=3) + -> [33: _normalize_nested_list_endings] [B:check] (branches=6) + -> [34: __init__] [B:check] (branches=0) + -> [35: _record_startup_timeline_error] [B:check] (branches=1) + -> [36: run_powershell] [B:check] (branches=21) + -> [37: summarise_items] [B:is None?] (branches=3) [N:safe] + -> [38: _classify_minimax_error] [B:is None?] (branches=21) [N:safe] + -> [39: _handle_ai_response] [B:check] (branches=12) + -> [40: ai_status] [B:check] (branches=0) + -> [41: with_scope] [B:check] (branches=0) + -> [42: _truncate_tool_output] [B:check] (branches=2) + -> [43: _apply_preset] [B:check] (branches=4) + -> [44: py_get_docstring_result] [B:check] (branches=10) + -> [45: get_text_value] [B:is None?] (branches=0) [N:safe] + -> [46: _cb_ticket_skip] [B:check] (branches=2) + -> [47: put] [B:check] (branches=3) + -> [48: clutch_callback] [B:check] (branches=5) + -> [49: get_value] [B:check] (branches=10) + -> [50: _classify_gemini_error] [B:check] (branches=21) + -> [51: _cb_load_track_result] [B:check] (branches=6) + -> [52: set_file_slice] [B:check] (branches=1) + -> [53: _handle_show_patch_modal] [B:check] (branches=0) + -> [54: _has_app_attr] [B:check] (branches=3) + -> [55: mark_manual_block] [B:check] (branches=0) + -> [56: drag] [B:check] (branches=0) + -> [57: delete_preset] [B:check] (branches=2) + -> [58: ui_screenshot_paths] [B:check] (branches=0) + -> [59: from_dict] [B:check] (branches=0) + -> [60: _run_tier4_analysis_result] [B:check] (branches=5) + -> [61: file_origin_memory_dim] [B:check] (branches=3) + -> [62: _diag_layout_state_ini_text_result] [B:check] (branches=3) + -> [63: __init__] [B:check] (branches=2) + -> [64: delete_persona] [B:check] (branches=2) + -> [65: deep_search] [B:check] (branches=7) + -> [66: _make_serializable] [B:check] (branches=5) + -> [67: _fetch_models] [B:check] (branches=11) + -> [68: render_path_field] [B:check] (branches=5) + -> [69: estimate_call_frequency] [B:check] (branches=2) + -> [70: save_preset] [B:check] (branches=3) + -> [71: _add_bleed_derived] [B:check] (branches=0) + -> [72: _summarise_markdown] [B:check] (branches=3) + -> [73: _handle_hide_patch_modal] [B:check] (branches=0) + -> [74: _try_warm_sdk_result] [B:check] (branches=2) + -> [75: compute_file_stats] [B:check] (branches=6) + -> [76: _handle_clear_ask] [B:check] (branches=1) + -> [77: render_organization_deductions] [B:check] (branches=19) + -> [78: get_outline] [B:check] (branches=1) + -> [79: set_project_context_marker] [B:check] (branches=0) + -> [80: spawn_mma_worker] [B:check] (branches=1) + -> [81: from_dict] [B:check] (branches=0) + -> [82: _execute_gui_task_result] [B:check] (branches=6) + -> [83: from_dict] [B:check] (branches=0) + -> [84: parse_tables] [B:check] (branches=7) + -> [85: render_post_fx] [B:check] (branches=0) + -> [86: mcp_config_json] [B:check] (branches=0) + -> [87: get_git_diff_result] [B:check] (branches=6) + -> [88: _start_track_logic] [B:check] (branches=1) + -> [89: _get_tm] [B:check] (branches=0) + -> [90: _cb_save_bias_profile] [B:check] (branches=0) + -> [91: from_dict] [B:check] (branches=0) + -> [92: stream_callback] [B:check] (branches=1) + -> [93: _drain_normalize_errors] [B:is None?] (branches=6) [N:safe] + -> [94: confirm_execution] [B:is None?] (branches=3) [N:safe] + -> [95: map_finding_to_aggregates] [B:is None?] (branches=1) [N:safe] + -> [96: build_tier3_context] [B:check] (branches=50) + -> [97: parse] [B:check] (branches=0) + -> [98: _get_path] [B:check] (branches=3) + -> [99: get_tracks_dir] [B:check] (branches=0) + -> [100: reload_all] [B:check] (branches=2) + -> [101: __init__] [B:check] (branches=0) + -> [102: fetch_url] [B:check] (branches=1) + -> [103: P2_pass] [B:is None?] (branches=6) [N:safe] + -> [104: _warmup_one] [B:is None?] (branches=7) [N:safe] + -> [105: py_get_class_summary] [B:check] (branches=1) + -> [106: get_token_stats] [B:check] (branches=3) + -> [107: request_patch_from_tier4_result] [B:check] (branches=6) + -> [108: is_absolute_with_drive] [B:check] (branches=2) + -> [109: _on_tool_log] [B:check] (branches=1) + -> [110: _safe_controller_result] [B:is None?] (branches=4) [N:safe] + -> [111: find_in_scope] [B:check] (branches=10) + -> [112: _load_fonts_main_result] [B:check] (branches=3) + -> [113: open_session] [B:is None?] (branches=5) [N:safe] + -> [114: run_subagent_summarization] [B:check] (branches=11) + -> [115: __init__] [B:check] (branches=2) + -> [116: _execute] [B:check] (branches=3) + -> [117: build_discussion_section] [B:check] (branches=2) + -> [118: _cb_load_workspace_profile] [B:check] (branches=3) + -> [119: get] [B:check] (branches=0) + -> [120: _ast_get_skeleton] [B:check] (branches=0) + -> [121: ui_file_paths] [B:check] (branches=0) + -> [122: find_enclosing_function] [B:check] (branches=2) + -> [123: wait_for_project_switch] [B:is None?] (branches=8) [N:safe] + -> [124: py_set_signature] [B:check] (branches=1) + -> [125: delete_documents_by_path] [B:check] (branches=3) + -> [126: count_branches_in_function] [B:is None?] (branches=9) [N:safe] + -> [127: _ast_get_signature] [B:check] (branches=0) + -> [128: _handle_mma_step_approval] [B:check] (branches=6) + -> [129: fetch_url_result] [B:check] (branches=8) + -> [130: async_dispatch] [B:check] (branches=2) + -> [131: load_from_config] [B:check] (branches=1) + -> [132: _cb_create_track] [B:check] (branches=4) + -> [133: run_all_cross_audit_reads] [B:check] (branches=4) + -> [134: run_tier4_analysis] [B:check] (branches=0) + -> [135: resolve_paths] [B:check] (branches=4) + -> [136: _log_canary] [B:is None?] (branches=7) [N:safe] + -> [137: tree_node_ex] [B:check] (branches=0) + -> [138: generate_tracks] [B:check] (branches=11) + -> [139: delete_documents] [B:check] (branches=2) + -> [140: _ticket_id_max_int_result] [B:check] (branches=2) + -> [141: kill_worker] [B:check] (branches=4) + -> [142: get_track_state_dir] [B:check] (branches=0) + -> [143: py_get_class_summary_result] [B:check] (branches=10) + -> [144: _set_bias_profile_result] [B:check] (branches=5) + -> [145: parse_symbols] [B:check] (branches=0) + -> [146: redo] [B:check] (branches=1) + -> [147: _get_mtime_safe] [B:is None?] (branches=3) [N:safe] + -> [148: register] [B:check] (branches=2) + -> [149: _handle_click] [B:check] (branches=9) + -> [150: set_contrast] [B:check] (branches=0) + -> [151: _handle_mma_stream] [B:check] (branches=4) + -> [152: py_get_symbol_info_result] [B:check] (branches=5) + -> [153: py_get_imports] [B:check] (branches=1) + -> [154: _save_file] [B:check] (branches=3) + -> [155: set_session_start_time] [B:check] (branches=2) + -> [156: ts_cpp_get_code_outline] [B:check] (branches=1) + -> [157: detect_access_pattern] [B:is None?] (branches=5) [N:safe] + -> [158: __init__] [B:is None?] (branches=0) [N:safe] + -> [159: from_dict] [B:is None?] (branches=2) [N:safe] + -> [160: py_update_definition] [B:check] (branches=1) + -> [161: save_preset] [B:check] (branches=1) + -> [162: __init__] [B:check] (branches=2) + -> [163: ts_c_get_code_outline_result] [B:check] (branches=5) + -> [164: _summarise_generic] [B:check] (branches=10) + -> [165: menu] [B:check] (branches=0) + -> [166: group_files_by_dir] [B:check] (branches=3) + -> [167: __init__] [B:check] (branches=0) + -> [168: from_dict] [B:check] (branches=0) + -> [169: _ast_get_code_outline] [B:check] (branches=0) + -> [170: run] [B:is None?] (branches=31) [N:safe] + -> [171: parse_hunk_header] [B:check] (branches=2) + -> [172: get_editor] [B:check] (branches=1) + -> [173: _refresh_api_metrics] [B:is None?] (branches=11) [N:safe] + -> [174: current_provider] [B:check] (branches=0) + -> [175: inject_context] [B:check] (branches=3) + -> [176: register_session] [B:check] (branches=2) + -> [177: _atom] [B:check] (branches=1) + -> [178: _set_app_attr] [B:check] (branches=2) + -> [179: _symbol_resolution_result] [B:check] (branches=4) + -> [180: _parse_tool_args_result] [B:check] (branches=2) + -> [181: render_thinking_trace] [B:check] (branches=12) + -> [182: push] [B:check] (branches=1) + -> [183: log_api_hook] [B:is None?] (branches=3) [N:safe] + -> [184: render_discussion_entry_read_mode] [B:check] (branches=18) + -> [185: ts_c_get_definition_result] [B:check] (branches=5) + -> [186: get_targeted_view] [B:check] (branches=56) + -> [187: apply] [B:check] (branches=10) + -> [188: strip_h1] [B:check] (branches=2) + -> [189: _serialize_for_api] [B:check] (branches=4) + -> [190: get_indicator_state] [B:check] (branches=0) + -> [191: _all_function_refs] [B:check] (branches=2) + -> [192: _classify_anthropic_error] [B:check] (branches=15) + -> [193: update_auto_whitelist_status] [B:check] (branches=18) + -> [194: find_next_increment] [B:check] (branches=3) + -> [195: _toggle_window] [B:check] (branches=2) + -> [196: compute_real_type_alias_coverage] [B:check] (branches=6) + -> [197: _send_streaming] [B:is None?] (branches=19) [N:safe] + -> [198: get_git_commit] [B:check] (branches=2) + -> [199: derive_code_path] [B:check] (branches=1) + -> [200: parse_thinking_trace] [B:check] (branches=1) + -> [201: topological_sort] [B:check] (branches=3) + -> [202: from_dict] [B:check] (branches=0) + -> [203: compute_real_decomposition_cost] [B:check] (branches=7) + -> [204: __init__] [B:check] (branches=0) + -> [205: _on_api_event] [B:check] (branches=2) + -> [206: right_click] [B:check] (branches=0) + -> [207: _should_cache_gemini_result] [B:is None?] (branches=5) [N:safe] + -> [208: _on_performance_alert] [B:check] (branches=0) + -> [209: _save_config_to_disk] [B:check] (branches=1) + -> [210: get_archive_dir] [B:check] (branches=0) + -> [211: __init__] [B:check] (branches=4) + -> [212: get_role_tint] [B:check] (branches=0) + -> [213: __init__] [B:is None?] (branches=0) [N:safe] + -> [214: render_text_viewer] [B:check] (branches=3) + -> [215: _get_file_mtime_result] [B:check] (branches=2) + -> [216: rag_collection_name] [B:check] (branches=0) + -> [217: _parse_float_result] [B:check] (branches=2) + -> [218: rag_emb_provider] [B:check] (branches=0) + -> [219: edit_file_result] [B:check] (branches=10) + -> [220: promote_take] [B:check] (branches=4) + -> [221: _normalize_path] [B:check] (branches=0) + -> [222: _render_window_if_open] [B:check] (branches=4) + -> [223: get_curated_view] [B:check] (branches=24) + -> [224: _push_state] [B:check] (branches=1) + -> [225: _fire_callback] [B:check] (branches=3) + -> [226: set_gamma] [B:check] (branches=0) + -> [227: load_mcp_config] [B:check] (branches=4) + -> [228: kill_worker] [B:check] (branches=1) + -> [229: _rename_discussion] [B:check] (branches=3) + -> [230: entry_to_str] [B:check] (branches=3) + -> [231: _parse_search_response_result] [B:check] (branches=5) + -> [232: save_track_state] [B:check] (branches=1) + -> [233: _handle_set_mma_status] [B:check] (branches=0) + -> [234: _field_names_for_aggregate] [B:check] (branches=1) + -> [235: create_temp_modified_file] [B:check] (branches=1) + -> [236: format_discussion] [B:check] (branches=0) + -> [237: get_cached_tree] [B:check] (branches=4) + -> [238: node] [B:check] (branches=0) + -> [239: get_contrast] [B:check] (branches=0) + -> [240: parse_json_tickets] [B:check] (branches=5) + -> [241: to_dsl_v2] [B:is None?] (branches=10) [N:safe] + -> [242: handle_data] [B:check] (branches=2) + -> [243: detect_frequency_from_entry_point] [B:check] (branches=6) + -> [244: _resolve_aliases] [B:is None?] (branches=7) [N:safe] + -> [245: handle_starttag] [B:check] (branches=6) + -> [246: _api_get_key] [B:check] (branches=3) + -> [247: _switch_project] [B:check] (branches=7) + -> [248: _repair_anthropic_history] [B:check] (branches=6) + -> [249: from_dict] [B:check] (branches=4) + -> [250: _dashscope_call] [B:check] (branches=5) + -> [251: _cb_apply_view_preset] [B:check] (branches=1) + -> [252: from_dict] [B:check] (branches=0) + -> [253: _strip_stale_file_refreshes] [B:check] (branches=12) + -> [254: save_preset] [B:check] (branches=1) + -> [255: _handle_select_list_item] [B:check] (branches=2) + -> [256: is_hot_cold_split] [B:check] (branches=1) + -> [257: run] [B:check] (branches=1) + -> [258: apply_patch_to_file] [B:check] (branches=14) + -> [259: cb_load_prior_log] [B:is None?] (branches=2) [N:safe] + -> [260: _cb_delete_bias_profile] [B:check] (branches=0) + -> [261: format_takes_diff] [B:check] (branches=10) + -> [262: detect_nil_check_pattern] [B:is None?] (branches=11) [N:safe] + -> [263: style_color] [B:check] (branches=0) + -> [264: parse_ts] [B:check] (branches=2) + -> [265: from_dict] [B:check] (branches=0) + -> [266: _save_fallback_project_result] [B:check] (branches=3) + -> [267: resolve_pending_action] [B:check] (branches=6) + -> [268: get_tree_result] [B:check] (branches=13) + -> [269: from_dict] [B:check] (branches=0) + -> [270: extract_real_optimization_candidates] [B:check] (branches=4) + -> [271: _cb_save_persona] [B:check] (branches=0) + -> [272: ts_cpp_update_definition] [B:check] (branches=1) + -> [273: build_markdown_no_history] [B:check] (branches=0) + -> [274: send_openai_compatible] [B:is None?] (branches=5) [N:safe] + -> [275: _capture_workspace_profile] [B:check] (branches=3) + -> [276: __init__] [B:check] (branches=0) + -> [277: load_frequency_overrides] [B:check] (branches=4) + -> [278: list_models] [B:check] (branches=8) + -> [279: edit_file] [B:check] (branches=1) + -> [280: _record_success] [B:is None?] (branches=14) [N:safe] + -> [281: __init__] [B:check] (branches=1) + -> [282: search] [B:check] (branches=8) + -> [283: mutate_mma_dag] [B:check] (branches=1) + -> [284: _api_post_gui] [B:check] (branches=0) + -> [285: suggest_defusing_technique] [B:check] (branches=4) + -> [286: get_capabilities] [B:check] (branches=2) + -> [287: _on_open_link] [B:check] (branches=5) + -> [288: _split_row] [B:check] (branches=2) + -> [289: _strip_cache_controls] [B:check] (branches=4) + -> [290: request_patch_approval] [B:check] (branches=0) + -> [291: _analyze_function_field_accesses] [B:check] (branches=17) + -> [292: _is_contiguous] [B:check] (branches=0) + -> [293: deep_search] [B:check] (branches=7) + -> [294: _send_deepseek] [B:check] (branches=71) + -> [295: compute_decomposition_cost] [B:check] (branches=0) + -> [296: build_cross_audit_findings_for_aggregate] [B:check] (branches=7) + -> [297: _list_minimax_models_result] [B:check] (branches=4) + -> [298: py_get_symbol_info] [B:check] (branches=1) + -> [299: update] [B:check] (branches=0) + -> [300: _file_to_aggregates] [B:check] (branches=4) + -> [301: _handle_mma_spawn_approval] [B:check] (branches=8) + -> [302: current_provider] [B:check] (branches=0) + -> [303: child] [B:check] (branches=0) + -> [304: ts_c_get_signature] [B:check] (branches=1) + -> [305: build_markdown] [B:check] (branches=0) + -> [306: estimate_struct_size] [B:check] (branches=3) + -> [307: _ast_update_definition] [B:check] (branches=0) + -> [308: save_track_history] [B:check] (branches=1) + -> [309: get_history] [B:check] (branches=1) + -> [310: tab_bar] [B:check] (branches=0) + -> [311: build_screenshots_section] [B:check] (branches=6) + -> [312: _get_app_attr] [B:check] (branches=3) + -> [313: ts_c_update_definition_result] [B:check] (branches=6) + -> [314: _api_get_session] [B:check] (branches=1) + -> [315: set_custom_system_prompt] [B:check] (branches=0) + -> [316: _deserialize_active_track_result] [B:check] (branches=3) + -> [317: list_directory] [B:check] (branches=1) + -> [318: walk] [B:check] (branches=23) + -> [319: _trim_minimax_history] [B:check] (branches=8) + -> [320: __init__] [B:check] (branches=0) + -> [321: reset_session] [B:check] (branches=0) + -> [322: py_get_skeleton_result] [B:check] (branches=5) + -> [323: _api_post_api_session] [B:check] (branches=1) + -> [324: load_themes_from_toml] [B:check] (branches=10) + -> [325: __init__] [B:check] (branches=2) + -> [326: __init__] [B:check] (branches=0) + -> [327: load_themes_from_dir] [B:check] (branches=6) + -> [328: trigger_patch] [B:check] (branches=1) + -> [329: set_vendor_quota] [B:check] (branches=0) + -> [330: py_get_code_outline] [B:check] (branches=1) + -> [331: load_track_state] [B:check] (branches=4) + -> [332: _read_file_content_result] [B:check] (branches=3) + -> [333: from_dict] [B:check] (branches=0) + -> [334: _send_llama] [B:check] (branches=13) + -> [335: window] [B:check] (branches=0) + -> [336: py_set_signature_result] [B:check] (branches=7) + -> [337: from_dict] [B:check] (branches=0) + -> [338: _handle_bead_updated] [B:check] (branches=4) + -> [339: set_value] [B:check] (branches=0) + -> [340: on] [B:check] (branches=1) + -> [341: _is_likely_lang_tag] [B:check] (branches=1) + -> [342: render_code] [B:check] (branches=0) + -> [343: build_diff_command] [B:check] (branches=0) + -> [344: fuzzy_match] [B:check] (branches=2) + -> [345: read_input_json] [B:check] (branches=5) + -> [346: approve_task] [B:check] (branches=0) + -> [347: _send_request] [B:check] (branches=2) + -> [348: mark_blocked] [B:check] (branches=0) + -> [349: ts_cpp_get_signature_result] [B:check] (branches=5) + -> [350: py_get_imports_result] [B:check] (branches=13) + -> [351: _switch_discussion] [B:check] (branches=4) + -> [352: web_search_result] [B:check] (branches=5) + -> [353: undo] [B:check] (branches=1) + -> [354: end_component] [B:is None?] (branches=8) [N:safe] + -> [355: analyze_consumer_fields] [B:check] (branches=10) + -> [356: apply_syntax_palette] [B:is None?] (branches=2) [N:safe] + -> [357: __init__] [B:check] (branches=2) + -> [358: _cb_load_track] [B:check] (branches=2) + -> [359: _run_script] [B:is None?] (branches=3) [N:safe] + -> [360: log_cli_call] [B:is None?] (branches=3) [N:safe] + -> [361: _content_block_to_dict] [B:check] (branches=5) + -> [362: popup_modal] [B:check] (branches=0) + -> [363: ts_cpp_update_definition_result] [B:check] (branches=6) + -> [364: render] [B:check] (branches=0) + -> [365: from_dict] [B:check] (branches=0) + -> [366: _get_symbol_node] [B:check] (branches=12) + -> [367: _create_discussion] [B:check] (branches=2) + -> [368: get_color] [B:check] (branches=7) + -> [369: __init__] [B:is None?] (branches=0) [N:safe] + -> [370: get_line_color] [B:check] (branches=3) + -> [371: compute_effective_codepaths] [B:check] (branches=2) + -> [372: rag_source] [B:check] (branches=0) + -> [373: _build_chunked_context_blocks] [B:check] (branches=2) + -> [374: set_current_tier] [B:check] (branches=0) + -> [375: count_tokens] [B:check] (branches=0) + -> [376: parse_history_entries] [B:check] (branches=10) + -> [377: log_comms] [B:is None?] (branches=3) [N:safe] + -> [378: _handle_mma_respond] [B:is None?] (branches=9) [N:safe] + -> [379: _set_tool_preset_result] [B:check] (branches=7) + -> [380: set_summary] [B:check] (branches=2) + -> [381: py_get_var_declaration_result] [B:check] (branches=8) + -> [382: set_tool_preset] [B:check] (branches=2) + -> [383: render_discussion_entry] [B:check] (branches=21) + -> [384: select_list_item] [B:check] (branches=0) + -> [385: _is_table_at] [B:check] (branches=2) + -> [386: delete_context_preset] [B:check] (branches=1) + -> [387: _set_app_attr] [B:check] (branches=2) + -> [388: save_persona] [B:check] (branches=1) + -> [389: from_dict] [B:check] (branches=0) + -> [390: _summarise_toml] [B:check] (branches=8) + -> [391: wait_for_event] [B:check] (branches=4) + -> [392: log_tool_output] [B:is None?] (branches=4) [N:safe] + -> [393: ts_c_update_definition] [B:check] (branches=1) + -> [394: __exit__] [B:check] (branches=0) + -> [395: get_node_status] [B:check] (branches=1) + -> [396: _trim_anthropic_history] [B:check] (branches=13) + -> [397: _init_ai_and_hooks] [B:check] (branches=2) + -> [398: render] [B:check] (branches=0) + -> [399: popup] [B:check] (branches=0) + -> [400: __init__] [B:check] (branches=0) + -> [401: configure] [B:is None?] (branches=7) [N:safe] + -> [402: py_get_definition_result] [B:check] (branches=5) + -> [403: _api_confirm_action] [B:is None?] (branches=4) [N:safe] + -> [404: _load_project_from_path_result] [B:check] (branches=2) + -> [405: save_project] [B:is None?] (branches=7) [N:safe] + -> [406: _cb_save_view_preset] [B:check] (branches=2) + -> [407: P3_pass] [B:check] (branches=10) + -> [408: __init__] [B:check] (branches=0) + -> [409: branch_discussion] [B:check] (branches=3) + -> [410: get_conductor_dir] [B:check] (branches=2) + -> [411: emit] [B:check] (branches=2) + -> [412: py_get_definition] [B:check] (branches=1) + -> [413: current_model] [B:check] (branches=0) + -> [414: detect_language] [B:check] (branches=8) + -> [415: py_get_signature] [B:check] (branches=1) + -> [416: rag_mcp_tool] [B:check] (branches=1) + -> [417: __init__] [B:check] (branches=0) + -> [418: delete_preset] [B:check] (branches=3) + -> [419: __getitem__] [B:is None?] (branches=4) [N:safe] + -> [420: render_palette_modal] [B:check] (branches=22) + -> [421: classify_dashscope_error] [B:check] (branches=5) + -> [422: outline] [B:check] (branches=26) + -> [423: launch_diff] [B:check] (branches=3) + -> [424: set_bias_profile] [B:check] (branches=2) + -> [425: __getattr__] [B:check] (branches=0) + -> [426: _aggregate_for_fqname] [B:check] (branches=4) + -> [427: _cb_save_workspace_profile] [B:check] (branches=2) + -> [428: run_tier4_patch_callback] [B:check] (branches=0) + -> [429: _estimate_message_tokens] [B:is None?] (branches=9) [N:safe] + -> [430: _extract_dashscope_tool_calls] [B:check] (branches=4) + -> [431: post_project] [B:check] (branches=0) + -> [432: _populate_auto_slices_outline_result] [B:check] (branches=5) + -> [433: __init__] [B:check] (branches=2) + -> [434: create_slice] [B:check] (branches=0) + -> [435: web_search] [B:check] (branches=1) + -> [436: index_file] [B:check] (branches=13) + -> [437: handle_data] [B:check] (branches=2) + -> [438: _set_external_editor_default] [B:check] (branches=2) + -> [439: _get_app_attr] [B:check] (branches=3) + -> [440: async_dispatch] [B:check] (branches=2) + -> [441: _chunk_text] [B:check] (branches=3) + -> [442: _write_beads] [B:check] (branches=0) + -> [443: aggregate_pattern_from_consumers] [B:check] (branches=7) + -> [444: _repair_minimax_history] [B:check] (branches=10) + -> [445: render_selectable_label] [B:check] (branches=6) + -> [446: __init__] [B:check] (branches=0) + -> [447: __init__] [B:check] (branches=0) + -> [448: _handle_ticket_started] [B:check] (branches=8) + -> [449: py_find_usages] [B:check] (branches=1) + -> [450: _clean_nones] [B:is None?] (branches=2) [N:safe] + -> [451: build_dashscope_tools] [B:check] (branches=2) + -> [452: register] [B:check] (branches=0) + -> [453: clean_nones] [B:is None?] (branches=2) [N:safe] + -> [454: _extract_minimax_reasoning] [B:check] (branches=5) + -> [455: post_api_session] [B:check] (branches=0) + -> [456: get_file_summary] [B:check] (branches=1) + -> [457: set_agent_tools] [B:check] (branches=0) + -> [458: py_set_var_declaration] [B:check] (branches=1) + -> [459: _cb_delete_persona] [B:check] (branches=0) + -> [460: _topological_sort_tickets_result] [B:check] (branches=2) + -> [461: _on_sigint] [B:check] (branches=1) + -> [462: __getattr__] [B:check] (branches=0) + -> [463: submit] [B:check] (branches=4) + -> [464: ts_cpp_get_signature] [B:check] (branches=1) + -> [465: P1_pass] [B:is None?] (branches=5) [N:safe] + -> [466: __init__] [B:check] (branches=2) + -> [467: _resolve_path] [B:check] (branches=6) + -> [468: get_file_summary_result] [B:check] (branches=6) + -> [469: compute_result_coverage] [B:check] (branches=2) + -> [470: add_documents] [B:check] (branches=2) + -> [471: analyze_consumer_pattern] [B:check] (branches=3) + -> [472: read_file] [B:check] (branches=1) + -> [473: get_file_slice_result] [B:check] (branches=5) + -> [474: from_dict] [B:check] (branches=0) + -> [475: _on_ai_stream] [B:is None?] (branches=5) [N:safe] + -> [476: __init__] [B:check] (branches=2) + -> [477: _send_blocking] [B:check] (branches=4) + -> [478: _save_context_preset_force] [B:check] (branches=2) + -> [479: request_confirmation] [B:check] (branches=0) + -> [480: set_base_system_prompt] [B:check] (branches=0) + -> [481: _handle_ask] [B:check] (branches=0) + -> [482: _repair_deepseek_history] [B:check] (branches=6) + -> [483: default_project] [B:check] (branches=0) + -> [484: _add_history_cache_breakpoint] [B:check] (branches=5) + -> [485: __init__] [B:check] (branches=2) + -> [486: render_unindented] [B:check] (branches=0) + -> [487: set_brightness] [B:check] (branches=0) + -> [488: _record_failure] [B:is None?] (branches=14) [N:safe] + -> [489: py_check_syntax_result] [B:check] (branches=7) + -> [490: _rag_search_result] [B:check] (branches=5) + -> [491: run_audit] [B:check] (branches=4) + -> [492: _execute_tool_calls_concurrently] [B:check] (branches=10) + -> [493: render_ssdl_rollup] [B:check] (branches=5) + -> [494: ts_cpp_get_definition_result] [B:check] (branches=5) + -> [495: deep_search] [B:check] (branches=7) + -> [496: send] [B:check] (branches=30) + -> [497: push_event] [B:check] (branches=0) + -> [498: load_all] [B:check] (branches=3) + -> [499: get_persona_scope] [B:check] (branches=3) + -> [500: get_api_key] [B:check] (branches=0) + -> [501: _make_request] [B:check] (branches=8) + -> [502: _flush_to_project_result] [B:check] (branches=2) + -> [503: apply_patch] [B:check] (branches=1) + -> [504: _write_raw] [B:check] (branches=1) + -> [505: update_task_status] [B:check] (branches=0) + -> [506: _list_models_for_provider_result] [B:check] (branches=2) + -> [507: _on_warmup_complete_callback] [B:is None?] (branches=5) [N:safe] + -> [508: _estimate_prompt_tokens] [B:check] (branches=2) + -> [509: py_get_var_declaration] [B:check] (branches=1) + -> [510: capture_state] [B:check] (branches=0) + -> [511: _confirm_and_run] [B:check] (branches=12) + -> [512: _report_worker_error] [B:check] (branches=2) + -> [513: request_patch_from_tier4] [B:check] (branches=2) + -> [514: post_gui] [B:check] (branches=0) + -> [515: _list_deepseek_models] [B:check] (branches=0) + -> [516: __getattr__] [B:check] (branches=2) + -> [517: phase] [B:check] (branches=3) + -> [518: update_task_status] [B:check] (branches=1) + -> [519: _send_gemini_cli] [B:is None?] (branches=23) [N:safe] + -> [520: run_discussion_compression] [B:check] (branches=14) + -> [521: search_files_result] [B:check] (branches=9) + -> [522: __init__] [B:check] (branches=2) + -> [523: create_bead] [B:check] (branches=0) + -> [524: _send_qwen] [B:check] (branches=9) + -> [525: extract_colon_blocks] [B:check] (branches=1) + -> [526: _run_tier4_patch_callback_result] [B:check] (branches=6) + -> [527: update_session_metadata] [B:check] (branches=1) + -> [528: delete_session] [B:check] (branches=0) + -> [529: _test_callback_func_write_to_file] [B:check] (branches=1) + -> [530: post_project] [B:check] (branches=0) + -> [531: build_discussion_text] [B:check] (branches=1) + -> [532: start_services] [B:check] (branches=0) + -> [533: id] [B:check] (branches=0) + -> [534: _resolve_and_check_result] [B:check] (branches=5) + -> [535: embed] [B:check] (branches=0) + -> [536: get_gamma] [B:check] (branches=0) + -> [537: _render_ast_inspector_outline_result] [B:check] (branches=6) + -> [538: py_get_hierarchy] [B:check] (branches=1) + -> [539: _handle_show_track_proposal] [B:check] (branches=0) + -> [540: _check_existing_index_result] [B:check] (branches=6) + -> [541: dominant_pattern] [B:check] (branches=2) + -> [542: from_dict] [B:check] (branches=4) + -> [543: _extract_gemini_thoughts_result] [B:is None?] (branches=9) [N:safe] + -> [544: _send_gemini] [B:is None?] (branches=75) [N:safe] + -> [545: run_worker_lifecycle] [B:check] (branches=60) + -> [546: worker_comms_callback] [B:check] (branches=7) + -> [547: _execute_single_tool_call_async] [B:is None?] (branches=15) [N:safe] + -> [548: _toggle_attr] [B:check] (branches=2) + -> [549: _search_mcp] [B:check] (branches=1) + -> [550: _handle_set_comms_dirty] [B:check] (branches=0) + -> [551: _handle_custom_callback] [B:check] (branches=4) + -> [552: get_signature] [B:check] (branches=46) + -> [553: _cb_block_ticket] [B:check] (branches=7) + -> [554: _cb_kill_ticket] [B:check] (branches=3) + -> [555: _close_palette] [B:check] (branches=0) + -> [556: log_message] [B:check] (branches=0) + -> [557: render_code] [B:check] (branches=0) + -> [558: estimate_cost] [B:check] (branches=3) + -> [559: post_gui] [B:check] (branches=1) + -> [560: py_get_signature_result] [B:check] (branches=10) + -> [561: _build_tree] [B:check] (branches=8) + -> [562: save_to_config] [B:check] (branches=1) + -> [563: ts_c_get_signature_result] [B:check] (branches=5) + -> [564: approve_mma_ticket] [B:check] (branches=1) + -> [565: approve_task] [B:check] (branches=3) + -> [566: resolve_slice] [B:check] (branches=18) + -> [567: ts_c_get_definition] [B:check] (branches=1) + -> [568: synthesize_aggregate_profile] [B:is None?] (branches=4) [N:safe] + -> [569: embed] [B:check] (branches=0) + -> [570: _handle_ticket_completed] [B:check] (branches=3) + -> [571: _set_minimax_provider_result] [B:check] (branches=2) + -> [572: from_dict] [B:check] (branches=0) + -> [573: derive_code_path_result] [B:check] (branches=34) + -> [574: _require_warmed] [B:is None?] (branches=1) [N:safe] + -> [575: _pre_dispatch] [B:check] (branches=8) + -> [576: render_ssdl_sketch] [B:check] (branches=4) + -> [577: from_dict] [B:check] (branches=0) + -> [578: _cb_delete_view_preset] [B:check] (branches=0) + -> [579: get_summary] [B:check] (branches=2) + -> [580: __getattr__] [B:check] (branches=0) + -> [581: _invalidate_token_estimate] [B:check] (branches=0) + -> [582: _get_language_id] [B:check] (branches=7) + -> [583: rag_mcp_server] [B:check] (branches=1) + -> [584: py_get_code_outline_result] [B:check] (branches=6) + -> [585: get_file_slice] [B:check] (branches=1) + -> [586: ollama_chat] [B:check] (branches=3) + -> [587: _classify_openai_compatible_error] [B:check] (branches=10) + -> [588: approve_ticket] [B:check] (branches=4) + -> [589: from_dict] [B:check] (branches=0) + -> [590: py_update_definition_result] [B:check] (branches=6) + -> [591: walk] [B:check] (branches=23) + -> [592: _count_gaps] [B:check] (branches=5) + -> [593: current_model] [B:check] (branches=0) + -> [594: save_profile] [B:check] (branches=1) + -> [595: mutate_dag] [B:is None?] (branches=8) [N:safe] + -> [596: _handle_refresh_from_project] [B:check] (branches=0) + -> [597: py_find_usages_result] [B:check] (branches=19) + -> [598: handle_endtag] [B:check] (branches=5) + -> [599: _log_phase_output] [B:check] (branches=2) + -> [600: _resolve_font_path_result] [B:check] (branches=7) + -> [601: _handle_right_click] [B:check] (branches=1) + -> [602: tab_item] [B:check] (branches=0) + -> [603: render_unindented] [B:check] (branches=0) + -> [604: render_tier_stream_panel] [B:is None?] (branches=16) [N:safe] + -> [605: get_brightness] [B:check] (branches=0) + -> [606: generate_rationale] [B:check] (branches=0) + -> [607: _parse_token_history_first_ts_result] [B:check] (branches=40) + -> [608: _to_typed_tool_call] [B:check] (branches=3) + -> [609: _has_app_attr] [B:check] (branches=3) + -> [610: _resolve_log_ref] [B:is None?] (branches=6) [N:safe] + -> [611: add_field_access] [B:check] (branches=0) + -> [612: py_check_syntax] [B:check] (branches=1) + -> [613: summarise_file] [B:check] (branches=7) + -> [614: _render_ast_inspector_file_content_result] [B:check] (branches=2) + -> [615: _run_tier4_patch_generation_result] [B:check] (branches=5) + -> [616: _set_rag_status] [B:check] (branches=1) + -> [617: _is_subsequence] [B:check] (branches=3) + -> [618: get_definition] [B:check] (branches=42) + -> [619: _get_path] [B:check] (branches=3) + -> [620: _build_files_section_from_items] [B:is None?] (branches=5) [N:safe] + -> [621: build_markdown_from_items] [B:check] (branches=9) + -> [622: _handle_set_tool_log_dirty] [B:check] (branches=0) + -> [623: _handle_drag] [B:check] (branches=1) + -> [624: get_history] [B:check] (branches=3) + -> [625: _api_delete_session] [B:check] (branches=2) + -> [626: _chunk_code_result] [B:check] (branches=4) + -> [627: _handle_clear_summary_cache] [B:check] (branches=0) + -> [628: ts_cpp_get_skeleton] [B:check] (branches=1) + -> [629: aggregate_cross_audit_findings] [B:is None?] (branches=2) [N:safe] + -> [630: _classify_deepseek_error] [B:is None?] (branches=21) [N:safe] + -> [631: _get_gemini_history_list] [B:check] (branches=4) + -> [632: set_file_slice_result] [B:check] (branches=7) + -> [633: parse_diff] [B:is None?] (branches=20) [N:safe] + -> [634: _handle_set_value] [B:check] (branches=6) + -> [635: _handle_set_ai_status] [B:check] (branches=0) + -> [636: _send_anthropic] [B:is None?] (branches=40) [N:safe] + -> [637: _send_cli_round_result] [B:check] (branches=3) + -> [638: launch_editor] [B:check] (branches=3) + -> [639: code_path_audit_v2] [B:check] (branches=1) + -> [640: __init__] [B:check] (branches=2) + -> [641: classify_memory_dim] [B:check] (branches=2) + -> [642: load_track_history] [B:check] (branches=3) + -> [643: send] [B:check] (branches=19) + -> [644: _on_comms_entry] [B:check] (branches=32) + -> [645: from_dict] [B:check] (branches=0) + -> [646: inject_context] [B:check] (branches=1) + -> [647: load_context_preset] [B:check] (branches=1) + -> [648: call_tool] [B:check] (branches=2) + -> [649: py_set_var_declaration_result] [B:check] (branches=8) + -> [650: read_file_result] [B:check] (branches=6) + -> [651: _append_tool_log] [B:check] (branches=6) + -> [652: truncate_entries] [B:check] (branches=4) + -> [653: _send_llama_native] [B:check] (branches=12) + -> [654: _handle_refresh_api_metrics] [B:check] (branches=1) + -> [655: from_dict] [B:check] (branches=0) + -> [656: reset_tone_mapping] [B:check] (branches=2) + -> [657: from_dict] [B:check] (branches=0) + -> [658: run_tier4_patch_generation] [B:check] (branches=0) + -> [659: embed] [B:check] (branches=0) + -> [660: confirm_action] [B:check] (branches=0) + -> [661: ui_file_paths] [B:check] (branches=0) + -> [662: generate_tickets] [B:check] (branches=12) + -> [663: _cb_delete_workspace_profile] [B:check] (branches=2) + -> [664: _count_tokens] [B:check] (branches=0) + -> [665: ts_c_get_skeleton_result] [B:check] (branches=5) + -> [666: __init__] [B:check] (branches=2) + -> [667: scope] [B:check] (branches=0) + -> [668: migrate_from_legacy_config] [B:check] (branches=2) + -> [669: list_models_for_vendor] [B:check] (branches=1) + -> [670: get_skeleton] [B:check] (branches=27) + -> [671: spawn] [B:check] (branches=6) + -> [672: build_summary_markdown] [B:check] (branches=2) + -> [673: confirm_spawn] [B:is None?] (branches=6) [N:safe] + -> [674: _get_avg] [B:check] (branches=3) + -> [675: load_context_preset] [B:check] (branches=3) + -> [676: _send_grok] [B:check] (branches=14) + -> [677: _delete_discussion] [B:check] (branches=3) + -> [678: parse_dsl_v2] [B:check] (branches=17) + -> [679: aggregate_findings] [B:check] (branches=9) + -> [680: mma_status] [B:check] (branches=0) + -> [681: __init__] [B:check] (branches=2) + -> [682: search_files] [B:check] (branches=1) + -> [683: load_theme_file] [B:check] (branches=5) + -> [684: build_pcg] [B:check] (branches=12) + -> [685: _normalize_list_continuations] [B:check] (branches=9) + -> [686: _on_warmup_complete_for_timeline] [B:check] (branches=0) + -> [687: _do_project_switch] [B:check] (branches=9) + -> [688: get_preset_scope] [B:check] (branches=3) + -> [689: _summarise_python] [B:check] (branches=21) + -> [690: get_code_outline] [B:is None?] (branches=8) [N:safe] + -> [691: handle_starttag] [B:check] (branches=6) + -> [692: save_bias_profile] [B:check] (branches=1) + -> [693: _tone_map] [B:check] (branches=0) + -> [694: render_heavy_text] [B:check] (branches=8) + -> [695: from_dict] [B:check] (branches=0) + -> [696: delete_bias_profile] [B:check] (branches=2) + -> [697: delete_preset] [B:check] (branches=2) + -> [698: delete_profile] [B:check] (branches=2) + -> [699: py_get_docstring] [B:check] (branches=1) + -> [700: get_context] [B:check] (branches=3) + -> [701: get_tool_spec] [B:check] (branches=1) + -> [702: set_provider] [B:check] (branches=7) + -> [703: post_session] [B:check] (branches=1) + -> [704: flat_config] [B:check] (branches=2) + -> [705: _send_minimax] [B:check] (branches=11) + -> [706: update_definition] [B:check] (branches=42) + -> [707: _on_warmup_complete_callback_result] [B:check] (branches=6) + -> [708: _cb_unblock_ticket] [B:check] (branches=10) + -> [709: restore_state] [B:check] (branches=1) + -> [710: log_tool_call] [B:is None?] (branches=8) [N:safe] + -> [711: ts_c_get_skeleton] [B:check] (branches=1) + -> [712: _get_path] [B:check] (branches=3) + -> [713: ts_cpp_get_skeleton_result] [B:check] (branches=5) + -> [714: _handle_mma_state_update] [B:is None?] (branches=27) [N:safe] + -> [715: _render_code_block] [B:is None?] (branches=11) [N:safe] + -> [716: run_with_tool_loop] [B:is None?] (branches=23) [N:safe] + -> [717: handle_endtag] [B:check] (branches=5) + -> [718: reload] [B:check] (branches=4) + -> [719: kill_mma_worker] [B:check] (branches=1) + -> [720: cb_load_prior_log] [B:is None?] (branches=13) [N:safe] + -> [721: generate_audit_report] [B:check] (branches=13) + -> [722: analyze_producer_size] [B:is None?] (branches=21) [N:safe] + -> [723: _starts_at_word_boundary] [B:check] (branches=4) + -> [724: _ast_get_definition] [B:check] (branches=0) + -> [725: ts_c_get_code_outline] [B:check] (branches=1) + -> [726: from_dict] [B:check] (branches=0) + -> [727: get_file_hash] [B:check] (branches=0) + -> [728: get_git_diff] [B:check] (branches=1) + -> [729: get_session] [B:check] (branches=0) + -> [730: ts_cpp_get_definition] [B:check] (branches=1) + -> [731: _test_callback_func_write_to_file] [B:check] (branches=1) + -> [732: _start_track_logic_result] [B:check] (branches=10) + -> [733: _cb_start_track] [B:check] (branches=13) + -> [734: ts_cpp_get_code_outline_result] [B:check] (branches=5) + -> [735: dispatch] [B:check] (branches=60) + -> [736: click] [B:check] (branches=0) + -> [737: get_symbol_definition] [B:check] (branches=2) + -> [738: _append_comms] [B:is None?] (branches=1) [N:safe] + -> [739: _add_to_history] [B:check] (branches=3) + -> [740: _extract_tool_name] [B:check] (branches=13) + -> [741: _update_gcli_adapter] [B:check] (branches=1) + -> [742: py_get_skeleton] [B:check] (branches=1) + -> [743: _set_context_files] [B:check] (branches=0) + -> [744: _log_stderr] [B:check] (branches=2) + -> [745: update_bead] [B:check] (branches=2) + -> [746: select_tab] [B:check] (branches=0) + -> [747: get] [B:check] (branches=0) + -> [748: _cb_new_project_automated] [B:check] (branches=2) + -> [749: table] [B:check] (branches=0) + -> [750: _chunk_text] [B:check] (branches=0) + -> [751: __init__] [B:check] (branches=0) + -> [752: get_syntax_palette_for_theme] [B:check] (branches=1) + -> [753: _cb_ticket_retry] [B:check] (branches=2) + -> [754: start_component] [B:check] (branches=2) -> [T:done] ``` -**Effective codepaths:** 40142494212284116997693 (sum of 2^branches across 752 consumers) -**Total branch points:** 3466 +**Effective codepaths:** 40142494212284117005889 (sum of 2^branches across 754 consumers) +**Total branch points:** 3481 **Nil-check functions:** 74 **Defusing opportunities:** - **Nil Sentinel `[N]`**: Introduce a module-level `NIL_` sentinel whose field accesses return safe defaults. Replace None checks with the sentinel. Collapses 2^branch_count into ~1. - - Effective codepaths: 40142494212284116997693 -> 40142494212284116997545 -- **Immediate-Mode Cache `[Q:key] -> [I:FetchCached] -> [T]`**: Introduce a `metadata_cache` keyed lookup. Consumers request by key, get cached value, no field-existence checks. Reduces 123 field-check branches to 1 cache lookup. - - Effective codepaths: 40142494212284116997693 -> 123 + - Effective codepaths: 40142494212284117005889 -> 40142494212284117005741 +- **Immediate-Mode Cache `[Q:key] -> [I:FetchCached] -> [T]`**: Introduce a `metadata_cache` keyed lookup. Consumers request by key, get cached value, no field-existence checks. Reduces 101 field-check branches to 1 cache lookup. + - Effective codepaths: 40142494212284117005889 -> 101 - **Generational Handles `[I:ResolveHandle] -> [B:Gen matches?] -> [N|safe]`**: Wrap the aggregate in a generational handle (index + generation). Validation is one comparison; mismatch returns the nil sentinel. Reduces N lifetime branches to 1 handle validation + sentinel return. - - Effective codepaths: 40142494212284116997693 -> 752 + - Effective codepaths: 40142494212284117005889 -> 754 ## Frequency @@ -2763,24 +2625,24 @@ _... 33 more fields_ ## Result coverage -**Summary:** 457 producers, 697 consumers +**Summary:** 459 producers, 699 consumers | metric | value | |---|---| -| total producers | 457 | -| result producers | 457 | -| total consumers | 697 | +| total producers | 459 | +| result producers | 459 | +| total consumers | 699 | | result consumers | 0 | ## Type alias coverage -**Summary:** 123 sites; 0 typed (0%); 123 untyped (100%) +**Summary:** 101 sites; 0 typed (0%); 101 untyped (100%) | metric | value | |---|---| -| total field-access sites | 123 | +| total field-access sites | 101 | | typed sites (canonical field) | 0 | -| untyped sites (wildcard) | 123 | +| untyped sites (wildcard) | 101 | ## Cross-audit findings @@ -2802,59 +2664,68 @@ _... 33 more fields_ | field | access count | access pattern | |---|---|---| -| `content` | 3 | hot | -| `marker` | 3 | hot | -| `get` | 3 | hot | -| `files` | 2 | used | -| `_id` | 2 | used | -| `_flags` | 2 | used | -| `_size` | 2 | used | -| `_dirty` | 2 | used | -| `engine` | 2 | used | -| `controller` | 2 | used | -| `_make_request` | 1 | used | -| `data` | 1 | used | -| `update_session_metadata` | 1 | used | -| `encode` | 1 | used | -| `discussion` | 1 | used | -| `_read_beads` | 1 | used | -| `_write_beads` | 1 | used | -| `lower` | 1 | used | -| `fqname` | 1 | used | +| `parent` | 2 | used | +| `startswith` | 2 | used | +| `event_queue` | 2 | used | +| `_ai_status` | 2 | used | +| `file` | 1 | used | | `children` | 1 | used | | `type` | 1 | used | | `child_by_field_name` | 1 | used | -| `active_track` | 1 | used | -| `_mma_status` | 1 | used | -| `active_tier` | 1 | used | -| `active_tickets` | 1 | used | -| `mma_tier_usage` | 1 | used | -| `_cb_load_workspace_profile` | 1 | used | -| `app` | 1 | used | -| `local_ts` | 1 | used | -| `_offload_entry_payload` | 1 | used | -| `ui_auto_add_history` | 1 | used | -| `_pending_comms_lock` | 1 | used | -| `session_usage` | 1 | used | -| `_pending_history_adds_lock` | 1 | used | -| `_token_history` | 1 | used | -| `_pending_comms` | 1 | used | -| `_pending_history_adds` | 1 | used | +| `mcp_config` | 1 | used | +| `base_url` | 1 | used | +| `api_key` | 1 | used | +| `rstrip` | 1 | used | +| `producers` | 1 | used | +| `files` | 1 | used | +| `context_files` | 1 | used | | `screenshots` | 1 | used | -| `_undo_stack` | 1 | used | +| `save_context_preset` | 1 | used | | `_redo_stack` | 1 | used | -| `values` | 1 | used | -| `ai_status` | 1 | used | -| `active_discussion` | 1 | used | -| `project` | 1 | used | -| `project_root` | 1 | used | -| `_load_file` | 1 | used | -| `startswith` | 1 | used | +| `_undo_stack` | 1 | used | +| `controller` | 1 | used | +| `data` | 1 | used | +| `_tier_usage_lock` | 1 | used | +| `tier_usage` | 1 | used | +| `put` | 1 | used | +| `consumers` | 1 | used | +| `engines` | 1 | used | +| `active_track` | 1 | used | +| `_tier_stream_last_len` | 1 | used | +| `set_scroll_here_y` | 1 | used | +| `split` | 1 | used | | `model` | 1 | used | -| `parent` | 1 | used | -| `_report_worker_error` | 1 | used | -| `rag_config` | 1 | used | -| `collection` | 1 | used | +| `ok` | 1 | used | +| `errors` | 1 | used | +| `_startup_timeline_errors` | 1 | used | +| `response` | 1 | used | +| `_trigger_blink` | 1 | used | +| `get` | 1 | used | +| `_token_stats_dirty` | 1 | used | +| `ai_response` | 1 | used | +| `_autofocus_response_tab` | 1 | used | +| `mma_streams` | 1 | used | +| `_worker_status` | 1 | used | +| `MAX_STREAM_SIZE` | 1 | used | +| `name` | 1 | used | +| `palette` | 1 | used | +| `syntax_palette` | 1 | used | +| `source_path` | 1 | used | +| `description` | 1 | used | +| `ui_global_system_prompt` | 1 | used | +| `ui_global_preset_name` | 1 | used | +| `ui_project_system_prompt` | 1 | used | +| `ui_project_preset_name` | 1 | used | +| `presets` | 1 | used | +| `get_value` | 1 | used | +| `active_tickets` | 1 | used | +| `websocket_server` | 1 | used | +| `_queue` | 1 | used | +| `to_dict` | 1 | used | +| `get_gui_state` | 1 | used | +| `get_gui_diagnostics` | 1 | used | +| `endswith` | 1 | used | +| `partition` | 1 | used | ## Optimization candidates @@ -2870,73 +2741,73 @@ Metadata: access_pattern=whole_struct, frequency=per_turn, struct_field_count=6, | function | pattern | field_accesses | confidence | |---|---|---|---| -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.code_path_audit.aggregate_cross_audit_findings` | `whole_struct` | | low | -| `src.api_hook_client.approve_mma_ticket` | `whole_struct` | `_make_request`=1 | high | -| `src.log_registry.update_auto_whitelist_status` | `mixed` | `data`=2, `update_session_metadata`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._send_gemini` | `whole_struct` | `encode`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.project_manager.save_project` | `mixed` | `discussion`=2, `files`=3 | high | -| `src.ai_client.run_tier4_analysis` | `whole_struct` | | low | -| `src.app_controller._flush_to_project_result` | `whole_struct` | | low | -| `src.code_path_audit.classify_memory_dim` | `whole_struct` | | low | -| `src.imgui_scopes.__init__` | `field_by_field` | `_id`=1, `_flags`=1, `_size`=2 | high | -| `src.beads_client.create_bead` | `mixed` | `_read_beads`=1, `_write_beads`=1 | high | -| `src.command_palette.fuzzy_match` | `whole_struct` | `lower`=1 | high | -| `src.theme_2.set_gamma` | `whole_struct` | | low | -| `src.multi_agent_conductor.update_task_status` | `mixed` | `_dirty`=1, `engine`=1 | high | -| `src.code_path_audit.estimate_call_frequency` | `whole_struct` | `fqname`=2 | high | +| `src.code_path_audit_ssdl._resolve_filepath` | `whole_struct` | `file`=2 | high | +| `src.ai_client._count_gemini_tokens_for_stats_result` | `whole_struct` | | low | +| `src.workspace_manager._save_file` | `whole_struct` | `parent`=1 | high | +| `src.command_palette._compute_score` | `whole_struct` | `startswith`=1 | high | | `src.file_cache.walk` | `field_by_field` | `children`=3, `type`=2, `child_by_field_name`=1 | high | -| `src.code_path_audit.detect_access_pattern` | `whole_struct` | | low | -| `src.api_hooks._get_app_attr` | `whole_struct` | `controller`=2 | high | -| `src.ai_client._send_llama_native` | `whole_struct` | | low | -| `src.app_controller._handle_mma_state_update` | `field_by_field` | `get`=1, `active_track`=5, `_mma_status`=2, `active_tier`=6, `active_tickets`=2, `mma_tier_usage`=6, `_cb_load_workspace_profile`=1 | high | -| `src.ai_client._list_deepseek_models` | `whole_struct` | | low | -| `src.api_hooks.__init__` | `whole_struct` | `app`=1 | high | -| `src.app_controller._on_comms_entry` | `field_by_field` | `local_ts`=1, `_offload_entry_payload`=1, `get`=7, `ui_auto_add_history`=3, `_pending_comms_lock`=1, `session_usage`=5, `_pending_history_adds_lock`=4, `_token_history`=1, `_pending_comms`=1, `_pending_history_adds`=4 | high | -| `src.multi_agent_conductor.approve_task` | `mixed` | `_dirty`=1, `engine`=1 | high | -| `src.gui_2.ui_screenshot_paths` | `whole_struct` | `screenshots`=1 | high | -| `src.imgui_scopes.__init__` | `field_by_field` | `_id`=1, `_flags`=1, `_size`=2 | high | -| `src.ai_client._extract_gemini_thoughts_result` | `whole_struct` | | low | -| `src.theme_2.get_brightness` | `whole_struct` | | low | -| `src.history.undo` | `mixed` | `_undo_stack`=2, `_redo_stack`=1 | high | -| `src.gui_2._drain_normalize_errors` | `whole_struct` | `values`=1 | high | -| `src.app_controller._rename_discussion` | `field_by_field` | `ai_status`=1, `active_discussion`=2, `project`=1 | high | -| `src.mcp_client.get_file_slice` | `whole_struct` | | low | -| `src.imgui_scopes.tab_bar` | `whole_struct` | | low | -| `src.session_logger.log_tool_call` | `whole_struct` | | low | -| `src.gui_2.current_model` | `whole_struct` | `controller`=1 | high | -| `src.rag_engine.embed` | `whole_struct` | | low | -| `src.presets.get_preset_scope` | `mixed` | `project_root`=2, `_load_file`=2 | high | -| `src.code_path_audit.file_origin_memory_dim` | `whole_struct` | `startswith`=1 | high | -| `src.rag_engine.__init__` | `whole_struct` | `model`=1 | high | -| `src.theme_2.get_gamma` | `whole_struct` | | low | | `src.imgui_scopes.style_var` | `whole_struct` | | low | -| `src.presets._save_file` | `whole_struct` | `parent`=4 | high | -| `src.aggregate.is_absolute_with_drive` | `whole_struct` | | low | -| `src.app_controller._topological_sort_tickets_result` | `whole_struct` | `_report_worker_error`=1 | high | -| `src.app_controller.ui_file_paths` | `whole_struct` | `files`=1 | high | -| `src.app_controller.rag_emb_provider` | `whole_struct` | `rag_config`=2 | high | -| `src.code_path_audit.synthesize_aggregate_profile` | `whole_struct` | `get`=5 | high | -| `src.rag_engine._check_existing_index_result` | `whole_struct` | `collection`=1 | high | +| `src.project_manager.str_to_entry` | `whole_struct` | | low | +| `src.app_controller._set_mcp_config_json_result` | `whole_struct` | `mcp_config`=1 | high | +| `src.ai_client._create_gemini_cache_result` | `whole_struct` | | low | +| `src.api_hook_client.__init__` | `field_by_field` | `base_url`=1, `api_key`=1, `rstrip`=1 | high | +| `src.ai_client._dashscope_exception_from_response` | `whole_struct` | | low | +| `src.code_path_audit.add_producer` | `whole_struct` | `producers`=1 | high | +| `src.mcp_client.list_directory_result` | `whole_struct` | | low | +| `src.thinking_parser.extract_tags` | `whole_struct` | | low | +| `src.ai_client._list_gemini_models_result` | `whole_struct` | | low | +| `src.gui_2._simulate_save_preset` | `field_by_field` | `files`=1, `context_files`=1, `screenshots`=1, `save_context_preset`=1 | high | +| `src.history.jump_to_undo` | `mixed` | `_redo_stack`=2, `_undo_stack`=4 | high | +| `src.personas._save_file` | `whole_struct` | `parent`=1 | high | +| `src.code_path_audit.load_memory_dim_overrides` | `whole_struct` | | low | +| `src.gui_2.__setattr__` | `whole_struct` | `controller`=2 | high | +| `src.log_registry.is_session_whitelisted` | `whole_struct` | `data`=1 | high | +| `src.multi_agent_conductor.update_usage` | `mixed` | `_tier_usage_lock`=1, `tier_usage`=3 | high | +| `src.app_controller._offload_entry_payload` | `whole_struct` | | low | +| `src.multi_agent_conductor._queue_put` | `whole_struct` | `put`=1 | high | +| `src.code_path_audit.add_consumer` | `whole_struct` | `consumers`=1 | high | +| `src.markdown_helper._normalize_bullet_delimiters` | `whole_struct` | | low | +| `src.mcp_client.get_tree` | `whole_struct` | | low | +| `src.app_controller.__getattr__` | `whole_struct` | `startswith`=1 | high | +| `src.log_registry.get` | `whole_struct` | | low | +| `src.ai_client._strip_private_keys` | `whole_struct` | | low | +| `src.app_controller._spawn_worker` | `field_by_field` | `engines`=1, `active_track`=3, `event_queue`=1 | high | +| `src.gui_2._tier_stream_scroll_sync_result` | `mixed` | `_tier_stream_last_len`=2, `set_scroll_here_y`=1 | high | +| `src.markdown_helper._normalize_nested_list_endings` | `whole_struct` | `split`=1 | high | +| `src.rag_engine.__init__` | `whole_struct` | `model`=1 | high | +| `src.app_controller._record_startup_timeline_error` | `field_by_field` | `ok`=1, `errors`=1, `_startup_timeline_errors`=1 | high | +| `src.shell_runner.run_powershell` | `whole_struct` | | low | +| `src.summarize.summarise_items` | `whole_struct` | | low | +| `src.ai_client._classify_minimax_error` | `whole_struct` | `response`=5 | high | +| `src.app_controller._handle_ai_response` | `field_by_field` | `_trigger_blink`=1, `get`=1, `_ai_status`=2, `_token_stats_dirty`=1, `ai_response`=2, `_autofocus_response_tab`=1, `mma_streams`=7, `_worker_status`=5, `MAX_STREAM_SIZE`=2 | high | +| `src.app_controller.ai_status` | `whole_struct` | `_ai_status`=1 | high | +| `src.theme_models.with_scope` | `field_by_field` | `name`=1, `palette`=1, `syntax_palette`=1, `source_path`=1, `description`=1 | high | +| `src.ai_client._truncate_tool_output` | `whole_struct` | | low | +| `src.app_controller._apply_preset` | `field_by_field` | `ui_global_system_prompt`=1, `ui_global_preset_name`=2, `ui_project_system_prompt`=1, `ui_project_preset_name`=2, `presets`=1 | high | +| `src.mcp_client.py_get_docstring_result` | `whole_struct` | | low | +| `src.api_hook_client.get_text_value` | `whole_struct` | `get_value`=1 | high | +| `src.app_controller._cb_ticket_skip` | `mixed` | `active_tickets`=1, `event_queue`=1 | high | +| `src.events.put` | `field_by_field` | `websocket_server`=2, `_queue`=1, `to_dict`=1 | high | +| `src.multi_agent_conductor.clutch_callback` | `whole_struct` | | low | +| `src.api_hook_client.get_value` | `field_by_field` | `get_gui_state`=2, `get_gui_diagnostics`=1, `endswith`=1, `partition`=1 | high | +| `src.ai_client._classify_gemini_error` | `whole_struct` | | low | ### Frequency evidence | function | frequency | source | note | |---|---|---|---| -| `src.gui_2._populate_auto_slices_file_read_result` | `per_turn` | `static_analysis` | producer from src\gui_2.py | -| `src.ai_client._try_warm_sdk_result` | `per_turn` | `static_analysis` | producer from src\ai_client.py | -| `src.api_hook_client.get_warmup_wait` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py | -| `src.app_controller._pending_mma_spawn` | `per_turn` | `static_analysis` | producer from src\app_controller.py | -| `src.summarize._summarise_generic` | `per_turn` | `static_analysis` | producer from src\summarize.py | +| `src.mcp_client.get_git_diff` | `per_turn` | `static_analysis` | producer from src\mcp_client.py | +| `src.mcp_client.ts_cpp_get_definition` | `per_turn` | `static_analysis` | producer from src\mcp_client.py | +| `src.mcp_client.dispatch` | `per_turn` | `static_analysis` | producer from src\mcp_client.py | +| `src.api_hook_client.click` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py | +| `src.provider_state.providers` | `per_turn` | `static_analysis` | producer from src\provider_state.py | --- -### 4.2 FileItems +### 5.2 FileItems **Aggregate kind:** typealias **Memory dim:** curation @@ -2957,24 +2828,24 @@ Metadata: access_pattern=whole_struct, frequency=per_turn, struct_field_count=6, ### `src\ai_client.py` (4 producers) -- `src.ai_client._list_gemini_models_result` (line 1626) - `src.ai_client._list_anthropic_models_result` (line 1317) +- `src.ai_client._list_gemini_models_result` (line 1626) - `src.ai_client._list_minimax_models_result` (line 2436) - `src.ai_client._set_minimax_provider_result` (line 398) ### `src\gui_2.py` (2 producers) -- `src.gui_2._render_beads_tab_list_result` (line 8314) - `src.gui_2._drain_normalize_errors` (line 7417) +- `src.gui_2._render_beads_tab_list_result` (line 8314) ## Consumers (9) ### `src\ai_client.py` (4 consumers) - `src.ai_client._build_file_context_text` (line 1092) -- `src.ai_client._reread_file_items_result` (line 1056) -- `src.ai_client._build_file_diff_text` (line 1105) - `src.ai_client.run_with_tool_loop` (line 833) +- `src.ai_client._build_file_diff_text` (line 1105) +- `src.ai_client._reread_file_items_result` (line 1056) ### `src\app_controller.py` (3 consumers) @@ -2994,15 +2865,15 @@ Metadata: access_pattern=whole_struct, frequency=per_turn, struct_field_count=6, | consumer | _attr_name | _cached | _module_name | _report_worker_error | append | |---|---|---|---|---|---| -| `_symbol_resolution_result` | . | . | . | . | . | -| `_topological_sort_tickets_result` | . | . | . | 1 | . | -| `_build_file_context_text` | . | . | . | . | . | -| `_reread_file_items_result` | . | . | . | . | . | -| `_build_file_diff_text` | . | . | . | . | . | | `__init__` | 1 | 1 | 1 | . | . | -| `_serialize_tool_calls_result` | . | . | . | . | . | -| `calculate_track_progress` | . | . | . | . | . | +| `_build_file_context_text` | . | . | . | . | . | +| `_symbol_resolution_result` | . | . | . | . | . | | `run_with_tool_loop` | . | . | . | . | 2 | +| `_topological_sort_tickets_result` | . | . | . | 1 | . | +| `calculate_track_progress` | . | . | . | . | . | +| `_serialize_tool_calls_result` | . | . | . | . | . | +| `_build_file_diff_text` | . | . | . | . | . | +| `_reread_file_items_result` | . | . | . | . | . | ## Access pattern @@ -3018,15 +2889,15 @@ Metadata: access_pattern=whole_struct, frequency=per_turn, struct_field_count=6, ``` [Q:FileItems entry-point] -> [Q:PCG lookup] - -> [1: _symbol_resolution_result] [B:check] (branches=4) - -> [2: _topological_sort_tickets_result] [B:check] (branches=2) - -> [3: _build_file_context_text] [B:check] (branches=3) - -> [4: _reread_file_items_result] [B:is None?] (branches=5) [N:safe] - -> [5: _build_file_diff_text] [B:check] (branches=6) - -> [6: __init__] [B:check] (branches=0) + -> [1: __init__] [B:check] (branches=0) + -> [2: _build_file_context_text] [B:check] (branches=3) + -> [3: _symbol_resolution_result] [B:check] (branches=4) + -> [4: run_with_tool_loop] [B:is None?] (branches=23) [N:safe] + -> [5: _topological_sort_tickets_result] [B:check] (branches=2) + -> [6: calculate_track_progress] [B:check] (branches=1) -> [7: _serialize_tool_calls_result] [B:check] (branches=2) - -> [8: calculate_track_progress] [B:check] (branches=1) - -> [9: run_with_tool_loop] [B:is None?] (branches=23) [N:safe] + -> [8: _build_file_diff_text] [B:check] (branches=6) + -> [9: _reread_file_items_result] [B:is None?] (branches=5) [N:safe] -> [T:done] ``` @@ -3092,11 +2963,11 @@ _(no cross-audit findings mapped to this aggregate)_ | field | access count | access pattern | |---|---|---| -| `_report_worker_error` | 1 | used | | `_module_name` | 1 | used | | `_attr_name` | 1 | used | | `_cached` | 1 | used | | `append` | 1 | used | +| `_report_worker_error` | 1 | used | ## Optimization candidates @@ -3112,1183 +2983,32 @@ FileItems: access_pattern=whole_struct, frequency=per_turn, struct_field_count=5 | function | pattern | field_accesses | confidence | |---|---|---|---| -| `src.app_controller._symbol_resolution_result` | `whole_struct` | | low | -| `src.app_controller._topological_sort_tickets_result` | `whole_struct` | `_report_worker_error`=1 | high | -| `src.ai_client._build_file_context_text` | `whole_struct` | | low | -| `src.ai_client._reread_file_items_result` | `whole_struct` | | low | -| `src.ai_client._build_file_diff_text` | `whole_struct` | | low | | `src.gui_2.__init__` | `field_by_field` | `_module_name`=1, `_attr_name`=1, `_cached`=1 | high | -| `src.app_controller._serialize_tool_calls_result` | `whole_struct` | | low | -| `src.project_manager.calculate_track_progress` | `whole_struct` | | low | +| `src.ai_client._build_file_context_text` | `whole_struct` | | low | +| `src.app_controller._symbol_resolution_result` | `whole_struct` | | low | | `src.ai_client.run_with_tool_loop` | `whole_struct` | `append`=2 | high | +| `src.app_controller._topological_sort_tickets_result` | `whole_struct` | `_report_worker_error`=1 | high | +| `src.project_manager.calculate_track_progress` | `whole_struct` | | low | +| `src.app_controller._serialize_tool_calls_result` | `whole_struct` | | low | +| `src.ai_client._build_file_diff_text` | `whole_struct` | | low | +| `src.ai_client._reread_file_items_result` | `whole_struct` | | low | ### Frequency evidence | function | frequency | source | note | |---|---|---|---| -| `src.gui_2._render_beads_tab_list_result` | `per_turn` | `static_analysis` | producer from src\gui_2.py | -| `src.gui_2._drain_normalize_errors` | `per_turn` | `static_analysis` | producer from src\gui_2.py | -| `src.ai_client._list_gemini_models_result` | `per_turn` | `static_analysis` | producer from src\ai_client.py | | `src.ai_client._list_anthropic_models_result` | `per_turn` | `static_analysis` | producer from src\ai_client.py | +| `src.ai_client._list_gemini_models_result` | `per_turn` | `static_analysis` | producer from src\ai_client.py | | `src.ai_client._list_minimax_models_result` | `per_turn` | `static_analysis` | producer from src\ai_client.py | +| `src.ai_client._set_minimax_provider_result` | `per_turn` | `static_analysis` | producer from src\ai_client.py | +| `src.gui_2._drain_normalize_errors` | `per_turn` | `static_analysis` | producer from src\gui_2.py | --- -### 4.3 HistoryMessage - -**Aggregate kind:** typealias -**Memory dim:** discussion -**Is candidate:** False - -## Pipeline summary - -- Producers: 118 -- Consumers: 68 -- Distinct producer fqnames: 97 -- Distinct consumer fqnames: 48 -- Access pattern (aggregate): whole_struct -- Frequency (aggregate): per_turn -- Decomposition direction: hold -- Struct field count (estimated): 5 - -## Producers (118) - -### `src\aggregate.py` (1 producer) - -- `src.aggregate.build_file_items` (line 158) - -### `src\ai_client.py` (16 producers) - -- `src.ai_client._extract_dashscope_tool_calls` (line 2754) -- `src.ai_client._dashscope_call` (line 2716) -- `src.ai_client._strip_private_keys` (line 1464) -- `src.ai_client._parse_tool_args_result` (line 741) -- `src.ai_client._build_chunked_context_blocks` (line 1281) -- `src.ai_client._get_anthropic_tools` (line 664) -- `src.ai_client._get_deepseek_tools` (line 1194) -- `src.ai_client._pre_dispatch` (line 2089) -- `src.ai_client.get_gemini_cache_stats` (line 1604) -- `src.ai_client._load_credentials` (line 282) -- `src.ai_client.get_token_stats` (line 3185) -- `src.ai_client.ollama_chat` (line 2938) -- `src.ai_client.get_comms_log` (line 273) -- `src.ai_client._content_block_to_dict` (line 1200) -- `src.ai_client._add_bleed_derived` (line 3332) -- `src.ai_client._send_cli_round_result` (line 1746) - -### `src\api_hook_client.py` (39 producers) - -- `src.api_hook_client.get_warmup_wait` (line 332) -- `src.api_hook_client.wait_for_event` (line 136) -- `src.api_hook_client.clear_events` (line 129) -- `src.api_hook_client.get_warmup_status` (line 325) -- `src.api_hook_client.get_project` (line 367) -- `src.api_hook_client.get_mma_workers` (line 546) -- `src.api_hook_client.reject_patch` (line 288) -- `src.api_hook_client.get_gui_state` (line 165) -- `src.api_hook_client.get_events` (line 124) -- `src.api_hook_client.post_project` (line 473) -- `src.api_hook_client.get_session` (line 502) -- `src.api_hook_client.get_io_pool_status` (line 420) -- `src.api_hook_client.trigger_patch` (line 274) -- `src.api_hook_client.get_gui_health` (line 434) -- `src.api_hook_client.get_status` (line 105) -- `src.api_hook_client.get_context_state` (line 491) -- `src.api_hook_client.set_value` (line 212) -- `src.api_hook_client.post_gui` (line 149) -- `src.api_hook_client.get_gui_diagnostics` (line 311) -- `src.api_hook_client.get_mma_status` (line 539) -- `src.api_hook_client.get_startup_timeline` (line 353) -- `src.api_hook_client.get_node_status` (line 532) -- `src.api_hook_client.get_performance` (line 318) -- `src.api_hook_client.post_session` (line 117) -- `src.api_hook_client.push_event` (line 156) -- `src.api_hook_client.get_warmup_canaries` (line 342) -- `src.api_hook_client.drag` (line 230) -- `src.api_hook_client.apply_patch` (line 281) -- `src.api_hook_client.post_project` (line 470) -- `src.api_hook_client.get_patch_status` (line 295) -- `src.api_hook_client.wait_for_project_switch` (line 389) -- `src.api_hook_client.click` (line 223) -- `src.api_hook_client.select_list_item` (line 256) -- `src.api_hook_client.get_project_switch_status` (line 374) -- `src.api_hook_client.get_system_telemetry` (line 524) -- `src.api_hook_client._make_request` (line 65) -- `src.api_hook_client.select_tab` (line 263) -- `src.api_hook_client.right_click` (line 237) -- `src.api_hook_client.get_financial_metrics` (line 520) - -### `src\app_controller.py` (30 producers) - -- `src.app_controller.wait` (line 5205) -- `src.app_controller._pending_mma_spawn` (line 2772) -- `src.app_controller._offload_entry_payload` (line 4240) -- `src.app_controller._api_get_diagnostics` (line 202) -- `src.app_controller.get_gui_state` (line 2829) -- `src.app_controller.load_config` (line 5142) -- `src.app_controller._api_get_session` (line 374) -- `src.app_controller._api_pending_actions` (line 335) -- `src.app_controller.get_context` (line 2892) -- `src.app_controller.token_stats` (line 2898) -- `src.app_controller._api_get_api_project` (line 188) -- `src.app_controller._api_get_context` (line 398) -- `src.app_controller._api_token_stats` (line 417) -- `src.app_controller.get_mma_status` (line 2835) -- `src.app_controller._api_get_performance` (line 195) -- `src.app_controller._api_get_api_session` (line 170) -- `src.app_controller._api_get_gui_state` (line 123) -- `src.app_controller.get_performance` (line 2856) -- `src.app_controller.pending_actions` (line 2874) -- `src.app_controller.status` (line 2865) -- `src.app_controller._api_get_mma_status` (line 144) -- `src.app_controller.generate` (line 2868) -- `src.app_controller.get_api_project` (line 2853) -- `src.app_controller._api_status` (line 209) -- `src.app_controller._api_generate` (line 221) -- `src.app_controller.get_session` (line 2883) -- `src.app_controller.get_diagnostics` (line 2862) -- `src.app_controller.get_session_insights` (line 3049) -- `src.app_controller._pending_mma_approval` (line 2776) -- `src.app_controller.get_api_session` (line 2847) - -### `src\models.py` (23 producers) - -- `src.models.to_dict` (line 646) -- `src.models.to_dict` (line 406) -- `src.models.to_dict` (line 855) -- `src.models.to_dict` (line 938) -- `src.models.to_dict` (line 1059) -- `src.models.parse_history_entries` (line 214) -- `src.models.to_dict` (line 794) -- `src.models.to_dict` (line 1000) -- `src.models.to_dict` (line 672) -- `src.models.to_dict` (line 355) -- `src.models.to_dict` (line 486) -- `src.models.to_dict` (line 913) -- `src.models.to_dict` (line 596) -- `src.models.to_dict` (line 886) -- `src.models.to_dict` (line 558) -- `src.models._load_config_from_disk` (line 186) -- `src.models.to_dict` (line 441) -- `src.models.to_dict` (line 1024) -- `src.models.to_dict` (line 971) -- `src.models.to_dict` (line 288) -- `src.models.to_dict` (line 737) -- `src.models.to_dict` (line 618) -- `src.models.to_dict` (line 701) - -### `src\project_manager.py` (8 producers) - -- `src.project_manager.get_all_tracks` (line 342) -- `src.project_manager.load_history` (line 209) -- `src.project_manager.str_to_entry` (line 75) -- `src.project_manager.default_project` (line 123) -- `src.project_manager.migrate_from_legacy_config` (line 253) -- `src.project_manager.flat_config` (line 267) -- `src.project_manager.load_project` (line 186) -- `src.project_manager.default_discussion` (line 117) - -### `src\provider_state.py` (1 producer) - -- `src.provider_state.get_all` (line 34) - -## Consumers (68) - -### `src\aggregate.py` (5 consumers) - -- `src.aggregate.build_markdown_from_items` (line 348) -- `src.aggregate.build_tier3_context` (line 382) -- `src.aggregate.build_markdown_no_history` (line 366) -- `src.aggregate.run` (line 479) -- `src.aggregate._build_files_section_from_items` (line 300) - -### `src\ai_client.py` (29 consumers) - -- `src.ai_client._invalidate_token_estimate` (line 1240) -- `src.ai_client._create_gemini_cache_result` (line 1706) -- `src.ai_client._send_grok` (line 2530) -- `src.ai_client._strip_private_keys` (line 1464) -- `src.ai_client._send_gemini_cli` (line 2019) -- `src.ai_client._send_gemini` (line 1802) -- `src.ai_client._send_anthropic` (line 1405) -- `src.ai_client._trim_anthropic_history` (line 1353) -- `src.ai_client._send_llama` (line 2858) -- `src.ai_client._repair_minimax_history` (line 2462) -- `src.ai_client._strip_stale_file_refreshes` (line 1253) -- `src.ai_client._send_deepseek` (line 2165) -- `src.ai_client._add_bleed_derived` (line 3332) -- `src.ai_client._send_llama_native` (line 2958) -- `src.ai_client.ollama_chat` (line 2938) -- `src.ai_client._send_qwen` (line 2773) -- `src.ai_client._repair_deepseek_history` (line 2138) -- `src.ai_client._execute_single_tool_call_async` (line 945) -- `src.ai_client._repair_anthropic_history` (line 1381) -- `src.ai_client._strip_cache_controls` (line 1291) -- `src.ai_client._dashscope_call` (line 2716) -- `src.ai_client._estimate_prompt_tokens` (line 1243) -- `src.ai_client._append_comms` (line 257) -- `src.ai_client._estimate_message_tokens` (line 1218) -- `src.ai_client._add_history_cache_breakpoint` (line 1299) -- `src.ai_client._pre_dispatch` (line 2089) -- `src.ai_client._trim_minimax_history` (line 2482) -- `src.ai_client._send_minimax` (line 2616) -- `src.ai_client.send` (line 3208) - -### `src\app_controller.py` (5 consumers) - -- `src.app_controller._offload_entry_payload` (line 4240) -- `src.app_controller._on_comms_entry` (line 4282) -- `src.app_controller._start_track_logic_result` (line 4728) -- `src.app_controller._refresh_api_metrics` (line 3074) -- `src.app_controller._start_track_logic` (line 4721) - -### `src\models.py` (22 consumers) - -- `src.models.from_dict` (line 920) -- `src.models.from_dict` (line 603) -- `src.models.from_dict` (line 506) -- `src.models.from_dict` (line 814) -- `src.models.from_dict` (line 893) -- `src.models.from_dict` (line 378) -- `src.models.from_dict` (line 1038) -- `src.models.from_dict` (line 1007) -- `src.models.from_dict` (line 747) -- `src.models.from_dict` (line 683) -- `src.models.from_dict` (line 712) -- `src.models.from_dict` (line 866) -- `src.models.from_dict` (line 454) -- `src.models.from_dict` (line 575) -- `src.models.from_dict` (line 630) -- `src.models._save_config_to_disk` (line 199) -- `src.models.from_dict` (line 949) -- `src.models.from_dict` (line 982) -- `src.models.from_dict` (line 295) -- `src.models.from_dict` (line 416) -- `src.models.from_dict` (line 656) -- `src.models.from_dict` (line 1072) - -### `src\project_manager.py` (5 consumers) - -- `src.project_manager.save_project` (line 229) -- `src.project_manager.format_discussion` (line 69) -- `src.project_manager.entry_to_str` (line 49) -- `src.project_manager.flat_config` (line 267) -- `src.project_manager.migrate_from_legacy_config` (line 253) - -### `src\provider_state.py` (2 consumers) - -- `src.provider_state.append` (line 30) -- `src.provider_state.replace_all` (line 38) - -## Field access matrix - -| consumer | _offload_entry_payload | _pending_comms | _pending_comms_lock | _pending_gui_tasks | _pending_gui_tasks_lock | _pending_history_adds | _pending_history_adds_lock | _token_history | _topological_sort_tickets_result | active_discussion | active_project_path | active_project_root | ai_status | append | config | content | context_files | discussion | encode | engines | -|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---| -| `_invalidate_token_estimate` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `build_markdown_from_items` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_create_gemini_cache_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_grok` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_strip_private_keys` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_send_gemini_cli` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_send_gemini` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_send_anthropic` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `save_project` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 2 | . | . | -| `_trim_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `append` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_llama` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `build_tier3_context` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_offload_entry_payload` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `format_discussion` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `entry_to_str` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_repair_minimax_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_strip_stale_file_refreshes` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_deepseek` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_add_bleed_derived` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `build_markdown_no_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `flat_config` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_llama_native` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `ollama_chat` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_qwen` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_on_comms_entry` | 1 | 1 | 1 | . | . | 4 | 4 | 1 | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_repair_deepseek_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `replace_all` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_execute_single_tool_call_async` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_repair_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | . | . | -| `_strip_cache_controls` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `run` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_save_config_to_disk` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_dashscope_call` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_start_track_logic_result` | . | . | . | 2 | 2 | . | . | . | 1 | 1 | 1 | 1 | 4 | . | 1 | . | 1 | . | . | 1 | - -_... 25 more fields_ - -## Access pattern - -**Dominant pattern:** whole_struct -**Evidence count:** 50 - -**Per-function pattern distribution:** - -- `whole_struct`: 27 functions (54%) -- `mixed`: 19 functions (38%) -- `field_by_field`: 4 functions (8%) - -## SSDL Sketch for `HistoryMessage` - -``` -[Q:HistoryMessage entry-point] -> [Q:PCG lookup] - -> [1: _invalidate_token_estimate] [B:check] (branches=0) - -> [2: from_dict] [B:check] (branches=0) - -> [3: build_markdown_from_items] [B:check] (branches=9) - -> [4: from_dict] [B:check] (branches=0) - -> [5: _create_gemini_cache_result] [B:check] (branches=3) - -> [6: _send_grok] [B:check] (branches=14) - -> [7: _strip_private_keys] [B:check] (branches=0) - -> [8: from_dict] [B:check] (branches=0) - -> [9: _send_gemini_cli] [B:is None?] (branches=23) [N:safe] - -> [10: from_dict] [B:check] (branches=0) - -> [11: from_dict] [B:check] (branches=0) - -> [12: _send_gemini] [B:is None?] (branches=75) [N:safe] - -> [13: from_dict] [B:check] (branches=0) - -> [14: from_dict] [B:check] (branches=0) - -> [15: _send_anthropic] [B:is None?] (branches=40) [N:safe] - -> [16: save_project] [B:is None?] (branches=7) [N:safe] - -> [17: _trim_anthropic_history] [B:check] (branches=13) - -> [18: append] [B:check] (branches=1) - -> [19: _send_llama] [B:check] (branches=13) - -> [20: build_tier3_context] [B:check] (branches=50) - -> [21: _offload_entry_payload] [B:check] (branches=10) - -> [22: format_discussion] [B:check] (branches=0) - -> [23: entry_to_str] [B:check] (branches=3) - -> [24: _repair_minimax_history] [B:check] (branches=10) - -> [25: from_dict] [B:check] (branches=0) - -> [26: from_dict] [B:check] (branches=0) - -> [27: _strip_stale_file_refreshes] [B:check] (branches=12) - -> [28: _send_deepseek] [B:check] (branches=71) - -> [29: _add_bleed_derived] [B:check] (branches=0) - -> [30: from_dict] [B:check] (branches=0) - -> [31: build_markdown_no_history] [B:check] (branches=0) - -> [32: flat_config] [B:check] (branches=2) - -> [33: _send_llama_native] [B:check] (branches=12) - -> [34: ollama_chat] [B:check] (branches=3) - -> [35: _send_qwen] [B:check] (branches=9) - -> [36: _on_comms_entry] [B:check] (branches=32) - -> [37: from_dict] [B:check] (branches=0) - -> [38: from_dict] [B:check] (branches=0) - -> [39: _repair_deepseek_history] [B:check] (branches=6) - -> [40: from_dict] [B:check] (branches=0) - -> [41: replace_all] [B:check] (branches=1) - -> [42: from_dict] [B:check] (branches=0) - -> [43: _execute_single_tool_call_async] [B:is None?] (branches=15) [N:safe] - -> [44: from_dict] [B:check] (branches=0) - -> [45: _repair_anthropic_history] [B:check] (branches=6) - -> [46: _strip_cache_controls] [B:check] (branches=4) - -> [47: run] [B:check] (branches=1) - -> [48: _save_config_to_disk] [B:check] (branches=1) - -> [49: _dashscope_call] [B:check] (branches=5) - -> [50: _start_track_logic_result] [B:check] (branches=10) - -> [51: from_dict] [B:check] (branches=0) - -> [52: _estimate_prompt_tokens] [B:check] (branches=2) - -> [53: _append_comms] [B:is None?] (branches=1) [N:safe] - -> [54: from_dict] [B:check] (branches=0) - -> [55: _estimate_message_tokens] [B:is None?] (branches=9) [N:safe] - -> [56: _add_history_cache_breakpoint] [B:check] (branches=5) - -> [57: _pre_dispatch] [B:check] (branches=8) - -> [58: from_dict] [B:check] (branches=0) - -> [59: _build_files_section_from_items] [B:is None?] (branches=5) [N:safe] - -> [60: _trim_minimax_history] [B:check] (branches=8) - -> [61: _refresh_api_metrics] [B:is None?] (branches=11) [N:safe] - -> [62: _start_track_logic] [B:check] (branches=1) - -> [63: from_dict] [B:check] (branches=0) - -> [64: from_dict] [B:check] (branches=0) - -> [65: from_dict] [B:check] (branches=0) - -> [66: migrate_from_legacy_config] [B:check] (branches=2) - -> [67: _send_minimax] [B:check] (branches=11) - -> [68: send] [B:check] (branches=19) - -> [T:done] -``` - -**Effective codepaths:** 40140116231395706750394 (sum of 2^branches across 68 consumers) -**Total branch points:** 543 -**Nil-check functions:** 9 - -**Defusing opportunities:** - -- **Nil Sentinel `[N]`**: Introduce a module-level `NIL_` sentinel whose field accesses return safe defaults. Replace None checks with the sentinel. Collapses 2^branch_count into ~1. - - Effective codepaths: 40140116231395706750394 -> 40140116231395706750376 -- **Immediate-Mode Cache `[Q:key] -> [I:FetchCached] -> [T]`**: Introduce a `historymessage_cache` keyed lookup. Consumers request by key, get cached value, no field-existence checks. Reduces 137 field-check branches to 1 cache lookup. - - Effective codepaths: 40140116231395706750394 -> 137 -- **Generational Handles `[I:ResolveHandle] -> [B:Gen matches?] -> [N|safe]`**: Wrap the aggregate in a generational handle (index + generation). Validation is one comparison; mismatch returns the nil sentinel. Reduces N lifetime branches to 1 handle validation + sentinel return. - - Effective codepaths: 40140116231395706750394 -> 68 - - -## Frequency - -**Dominant frequency:** per_turn -**Evidence count:** 5 - -**Per-function frequency distribution:** - -- `per_turn`: 5 functions - -## Result coverage - -**Summary:** 97 producers, 48 consumers - -| metric | value | -|---|---| -| total producers | 97 | -| result producers | 97 | -| total consumers | 48 | -| result consumers | 0 | - -## Type alias coverage - -**Summary:** 137 sites; 0 typed (0%); 137 untyped (100%) - -| metric | value | -|---|---| -| total field-access sites | 137 | -| typed sites (canonical field) | 0 | -| untyped sites (wildcard) | 137 | - -## Cross-audit findings - -_(no cross-audit findings mapped to this aggregate)_ - -## Decomposition cost - -**Current cost estimate:** 470 us/turn -**Componentize savings:** 0 us/turn -**Unify savings:** 70 us/turn -**Recommended direction:** hold -**Rationale:** HistoryMessage: access_pattern=whole_struct, frequency=per_turn, struct_field_count=5, struct_frozen=True. Recommended: hold because the current shape matches the access pattern. -**Struct field count (estimated):** 5 -**Struct frozen:** True - -## Struct shape (inferred from producer returns) - -| field | access count | access pattern | -|---|---|---| -| `content` | 15 | hot | -| `marker` | 15 | hot | -| `get` | 7 | hot | -| `append` | 3 | hot | -| `pop` | 2 | used | -| `files` | 2 | used | -| `lock` | 2 | used | -| `messages` | 2 | used | -| `encode` | 1 | used | -| `discussion` | 1 | used | -| `estimated_prompt_tokens` | 1 | used | -| `max_prompt_tokens` | 1 | used | -| `utilization_pct` | 1 | used | -| `headroom` | 1 | used | -| `would_trim` | 1 | used | -| `sys_tokens` | 1 | used | -| `tool_tokens` | 1 | used | -| `history_tokens` | 1 | used | -| `local_ts` | 1 | used | -| `_offload_entry_payload` | 1 | used | -| `ui_auto_add_history` | 1 | used | -| `_pending_comms_lock` | 1 | used | -| `session_usage` | 1 | used | -| `_pending_history_adds_lock` | 1 | used | -| `_token_history` | 1 | used | -| `_pending_comms` | 1 | used | -| `_pending_history_adds` | 1 | used | -| `items` | 1 | used | -| `output` | 1 | used | -| `ai_status` | 1 | used | -| `context_files` | 1 | used | -| `_pending_gui_tasks_lock` | 1 | used | -| `_topological_sort_tickets_result` | 1 | used | -| `active_project_root` | 1 | used | -| `event_queue` | 1 | used | -| `engines` | 1 | used | -| `project` | 1 | used | -| `active_discussion` | 1 | used | -| `submit_io` | 1 | used | -| `tracks` | 1 | used | -| `config` | 1 | used | -| `mma_tier_usage` | 1 | used | -| `_pending_gui_tasks` | 1 | used | -| `mma_step_mode` | 1 | used | -| `active_project_path` | 1 | used | - -## Optimization candidates - -_(no optimization candidates generated)_ - -## Verdict - -HistoryMessage: access_pattern=whole_struct, frequency=per_turn, struct_field_count=5, struct_frozen=True. Recommended: hold because the current shape matches the access pattern. - -## Evidence appendix - -### Access pattern evidence - -| function | pattern | field_accesses | confidence | -|---|---|---|---| -| `src.ai_client._invalidate_token_estimate` | `whole_struct` | `pop`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.aggregate.build_markdown_from_items` | `whole_struct` | | low | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._create_gemini_cache_result` | `whole_struct` | | low | -| `src.ai_client._send_grok` | `whole_struct` | | low | -| `src.ai_client._strip_private_keys` | `whole_struct` | | low | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._send_gemini_cli` | `whole_struct` | | low | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._send_gemini` | `whole_struct` | `encode`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._send_anthropic` | `whole_struct` | | low | -| `src.project_manager.save_project` | `mixed` | `discussion`=2, `files`=3 | high | -| `src.ai_client._trim_anthropic_history` | `whole_struct` | `pop`=5 | high | -| `src.provider_state.append` | `mixed` | `lock`=1, `messages`=1 | high | -| `src.ai_client._send_llama` | `whole_struct` | | low | -| `src.aggregate.build_tier3_context` | `whole_struct` | | low | -| `src.app_controller._offload_entry_payload` | `whole_struct` | | low | -| `src.project_manager.format_discussion` | `whole_struct` | | low | -| `src.project_manager.entry_to_str` | `whole_struct` | `get`=4 | high | -| `src.ai_client._repair_minimax_history` | `whole_struct` | `append`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._strip_stale_file_refreshes` | `whole_struct` | | low | -| `src.ai_client._send_deepseek` | `whole_struct` | | low | -| `src.ai_client._add_bleed_derived` | `field_by_field` | `estimated_prompt_tokens`=1, `max_prompt_tokens`=1, `utilization_pct`=1, `headroom`=1, `would_trim`=1, `sys_tokens`=1, `tool_tokens`=1, `history_tokens`=1, `get`=3 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.aggregate.build_markdown_no_history` | `whole_struct` | | low | -| `src.project_manager.flat_config` | `whole_struct` | `get`=7 | high | -| `src.ai_client._send_llama_native` | `whole_struct` | | low | -| `src.ai_client.ollama_chat` | `whole_struct` | | low | -| `src.ai_client._send_qwen` | `whole_struct` | | low | -| `src.app_controller._on_comms_entry` | `field_by_field` | `local_ts`=1, `_offload_entry_payload`=1, `get`=7, `ui_auto_add_history`=3, `_pending_comms_lock`=1, `session_usage`=5, `_pending_history_adds_lock`=4, `_token_history`=1, `_pending_comms`=1, `_pending_history_adds`=4 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._repair_deepseek_history` | `whole_struct` | `append`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.provider_state.replace_all` | `mixed` | `lock`=1, `messages`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._execute_single_tool_call_async` | `mixed` | `get`=2, `items`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._repair_anthropic_history` | `whole_struct` | `append`=1 | high | -| `src.ai_client._strip_cache_controls` | `whole_struct` | | low | -| `src.aggregate.run` | `field_by_field` | `output`=1, `files`=2, `get`=7 | high | -| `src.models._save_config_to_disk` | `whole_struct` | | low | -| `src.ai_client._dashscope_call` | `whole_struct` | | low | -| `src.app_controller._start_track_logic_result` | `field_by_field` | `ai_status`=4, `context_files`=1, `get`=3, `_pending_gui_tasks_lock`=2, `_topological_sort_tickets_result`=1, `active_project_root`=1, `event_queue`=1, `engines`=1, `project`=1, `active_discussion`=1 (+7 more) | high | - -### Frequency evidence - -| function | frequency | source | note | -|---|---|---|---| -| `src.ai_client._extract_dashscope_tool_calls` | `per_turn` | `static_analysis` | producer from src\ai_client.py | -| `src.api_hook_client.get_warmup_wait` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py | -| `src.app_controller.wait` | `per_turn` | `static_analysis` | producer from src\app_controller.py | -| `src.ai_client._dashscope_call` | `per_turn` | `static_analysis` | producer from src\ai_client.py | -| `src.app_controller._pending_mma_spawn` | `per_turn` | `static_analysis` | producer from src\app_controller.py | - - ---- - - - -### 4.4 ToolCall - -**Aggregate kind:** typealias -**Memory dim:** control -**Is candidate:** False - -## Pipeline summary - -- Producers: 118 -- Consumers: 67 -- Distinct producer fqnames: 97 -- Distinct consumer fqnames: 47 -- Access pattern (aggregate): whole_struct -- Frequency (aggregate): per_turn -- Decomposition direction: hold -- Struct field count (estimated): 5 - -## Producers (118) - -### `src\aggregate.py` (1 producer) - -- `src.aggregate.build_file_items` (line 158) - -### `src\ai_client.py` (16 producers) - -- `src.ai_client._extract_dashscope_tool_calls` (line 2754) -- `src.ai_client._dashscope_call` (line 2716) -- `src.ai_client._strip_private_keys` (line 1464) -- `src.ai_client._parse_tool_args_result` (line 741) -- `src.ai_client._build_chunked_context_blocks` (line 1281) -- `src.ai_client._get_anthropic_tools` (line 664) -- `src.ai_client._get_deepseek_tools` (line 1194) -- `src.ai_client._pre_dispatch` (line 2089) -- `src.ai_client.get_gemini_cache_stats` (line 1604) -- `src.ai_client._load_credentials` (line 282) -- `src.ai_client.get_token_stats` (line 3185) -- `src.ai_client.ollama_chat` (line 2938) -- `src.ai_client.get_comms_log` (line 273) -- `src.ai_client._content_block_to_dict` (line 1200) -- `src.ai_client._add_bleed_derived` (line 3332) -- `src.ai_client._send_cli_round_result` (line 1746) - -### `src\api_hook_client.py` (39 producers) - -- `src.api_hook_client.get_warmup_wait` (line 332) -- `src.api_hook_client.wait_for_event` (line 136) -- `src.api_hook_client.clear_events` (line 129) -- `src.api_hook_client.get_warmup_status` (line 325) -- `src.api_hook_client.get_project` (line 367) -- `src.api_hook_client.get_mma_workers` (line 546) -- `src.api_hook_client.reject_patch` (line 288) -- `src.api_hook_client.get_gui_state` (line 165) -- `src.api_hook_client.get_events` (line 124) -- `src.api_hook_client.post_project` (line 473) -- `src.api_hook_client.get_session` (line 502) -- `src.api_hook_client.get_io_pool_status` (line 420) -- `src.api_hook_client.trigger_patch` (line 274) -- `src.api_hook_client.get_gui_health` (line 434) -- `src.api_hook_client.get_status` (line 105) -- `src.api_hook_client.get_context_state` (line 491) -- `src.api_hook_client.set_value` (line 212) -- `src.api_hook_client.post_gui` (line 149) -- `src.api_hook_client.get_gui_diagnostics` (line 311) -- `src.api_hook_client.get_mma_status` (line 539) -- `src.api_hook_client.get_startup_timeline` (line 353) -- `src.api_hook_client.get_node_status` (line 532) -- `src.api_hook_client.get_performance` (line 318) -- `src.api_hook_client.post_session` (line 117) -- `src.api_hook_client.push_event` (line 156) -- `src.api_hook_client.get_warmup_canaries` (line 342) -- `src.api_hook_client.drag` (line 230) -- `src.api_hook_client.apply_patch` (line 281) -- `src.api_hook_client.post_project` (line 470) -- `src.api_hook_client.get_patch_status` (line 295) -- `src.api_hook_client.wait_for_project_switch` (line 389) -- `src.api_hook_client.click` (line 223) -- `src.api_hook_client.select_list_item` (line 256) -- `src.api_hook_client.get_project_switch_status` (line 374) -- `src.api_hook_client.get_system_telemetry` (line 524) -- `src.api_hook_client._make_request` (line 65) -- `src.api_hook_client.select_tab` (line 263) -- `src.api_hook_client.right_click` (line 237) -- `src.api_hook_client.get_financial_metrics` (line 520) - -### `src\app_controller.py` (30 producers) - -- `src.app_controller.wait` (line 5205) -- `src.app_controller._pending_mma_spawn` (line 2772) -- `src.app_controller._offload_entry_payload` (line 4240) -- `src.app_controller._api_get_diagnostics` (line 202) -- `src.app_controller.get_gui_state` (line 2829) -- `src.app_controller.load_config` (line 5142) -- `src.app_controller._api_get_session` (line 374) -- `src.app_controller._api_pending_actions` (line 335) -- `src.app_controller.get_context` (line 2892) -- `src.app_controller.token_stats` (line 2898) -- `src.app_controller._api_get_api_project` (line 188) -- `src.app_controller._api_get_context` (line 398) -- `src.app_controller._api_token_stats` (line 417) -- `src.app_controller.get_mma_status` (line 2835) -- `src.app_controller._api_get_performance` (line 195) -- `src.app_controller._api_get_api_session` (line 170) -- `src.app_controller._api_get_gui_state` (line 123) -- `src.app_controller.get_performance` (line 2856) -- `src.app_controller.pending_actions` (line 2874) -- `src.app_controller.status` (line 2865) -- `src.app_controller._api_get_mma_status` (line 144) -- `src.app_controller.generate` (line 2868) -- `src.app_controller.get_api_project` (line 2853) -- `src.app_controller._api_status` (line 209) -- `src.app_controller._api_generate` (line 221) -- `src.app_controller.get_session` (line 2883) -- `src.app_controller.get_diagnostics` (line 2862) -- `src.app_controller.get_session_insights` (line 3049) -- `src.app_controller._pending_mma_approval` (line 2776) -- `src.app_controller.get_api_session` (line 2847) - -### `src\models.py` (23 producers) - -- `src.models.to_dict` (line 646) -- `src.models.to_dict` (line 406) -- `src.models.to_dict` (line 855) -- `src.models.to_dict` (line 938) -- `src.models.to_dict` (line 1059) -- `src.models.parse_history_entries` (line 214) -- `src.models.to_dict` (line 794) -- `src.models.to_dict` (line 1000) -- `src.models.to_dict` (line 672) -- `src.models.to_dict` (line 355) -- `src.models.to_dict` (line 486) -- `src.models.to_dict` (line 913) -- `src.models.to_dict` (line 596) -- `src.models.to_dict` (line 886) -- `src.models.to_dict` (line 558) -- `src.models._load_config_from_disk` (line 186) -- `src.models.to_dict` (line 441) -- `src.models.to_dict` (line 1024) -- `src.models.to_dict` (line 971) -- `src.models.to_dict` (line 288) -- `src.models.to_dict` (line 737) -- `src.models.to_dict` (line 618) -- `src.models.to_dict` (line 701) - -### `src\openai_compatible.py` (1 producer) - -- `src.openai_compatible._to_typed_tool_call` (line 43) - -### `src\project_manager.py` (8 producers) - -- `src.project_manager.get_all_tracks` (line 342) -- `src.project_manager.load_history` (line 209) -- `src.project_manager.str_to_entry` (line 75) -- `src.project_manager.default_project` (line 123) -- `src.project_manager.migrate_from_legacy_config` (line 253) -- `src.project_manager.flat_config` (line 267) -- `src.project_manager.load_project` (line 186) -- `src.project_manager.default_discussion` (line 117) - -## Consumers (67) - -### `src\aggregate.py` (5 consumers) - -- `src.aggregate.build_markdown_from_items` (line 348) -- `src.aggregate.build_tier3_context` (line 382) -- `src.aggregate.build_markdown_no_history` (line 366) -- `src.aggregate.run` (line 479) -- `src.aggregate._build_files_section_from_items` (line 300) - -### `src\ai_client.py` (29 consumers) - -- `src.ai_client._invalidate_token_estimate` (line 1240) -- `src.ai_client._create_gemini_cache_result` (line 1706) -- `src.ai_client._send_grok` (line 2530) -- `src.ai_client._strip_private_keys` (line 1464) -- `src.ai_client._send_gemini_cli` (line 2019) -- `src.ai_client._send_gemini` (line 1802) -- `src.ai_client._send_anthropic` (line 1405) -- `src.ai_client._trim_anthropic_history` (line 1353) -- `src.ai_client._send_llama` (line 2858) -- `src.ai_client._repair_minimax_history` (line 2462) -- `src.ai_client._strip_stale_file_refreshes` (line 1253) -- `src.ai_client._send_deepseek` (line 2165) -- `src.ai_client._add_bleed_derived` (line 3332) -- `src.ai_client._send_llama_native` (line 2958) -- `src.ai_client.ollama_chat` (line 2938) -- `src.ai_client._send_qwen` (line 2773) -- `src.ai_client._repair_deepseek_history` (line 2138) -- `src.ai_client._execute_single_tool_call_async` (line 945) -- `src.ai_client._repair_anthropic_history` (line 1381) -- `src.ai_client._strip_cache_controls` (line 1291) -- `src.ai_client._dashscope_call` (line 2716) -- `src.ai_client._estimate_prompt_tokens` (line 1243) -- `src.ai_client._append_comms` (line 257) -- `src.ai_client._estimate_message_tokens` (line 1218) -- `src.ai_client._add_history_cache_breakpoint` (line 1299) -- `src.ai_client._pre_dispatch` (line 2089) -- `src.ai_client._trim_minimax_history` (line 2482) -- `src.ai_client._send_minimax` (line 2616) -- `src.ai_client.send` (line 3208) - -### `src\app_controller.py` (5 consumers) - -- `src.app_controller._offload_entry_payload` (line 4240) -- `src.app_controller._on_comms_entry` (line 4282) -- `src.app_controller._start_track_logic_result` (line 4728) -- `src.app_controller._refresh_api_metrics` (line 3074) -- `src.app_controller._start_track_logic` (line 4721) - -### `src\models.py` (22 consumers) - -- `src.models.from_dict` (line 920) -- `src.models.from_dict` (line 603) -- `src.models.from_dict` (line 506) -- `src.models.from_dict` (line 814) -- `src.models.from_dict` (line 893) -- `src.models.from_dict` (line 378) -- `src.models.from_dict` (line 1038) -- `src.models.from_dict` (line 1007) -- `src.models.from_dict` (line 747) -- `src.models.from_dict` (line 683) -- `src.models.from_dict` (line 712) -- `src.models.from_dict` (line 866) -- `src.models.from_dict` (line 454) -- `src.models.from_dict` (line 575) -- `src.models.from_dict` (line 630) -- `src.models._save_config_to_disk` (line 199) -- `src.models.from_dict` (line 949) -- `src.models.from_dict` (line 982) -- `src.models.from_dict` (line 295) -- `src.models.from_dict` (line 416) -- `src.models.from_dict` (line 656) -- `src.models.from_dict` (line 1072) - -### `src\openai_compatible.py` (1 consumer) - -- `src.openai_compatible._to_dict_tool_call` (line 54) - -### `src\project_manager.py` (5 consumers) - -- `src.project_manager.save_project` (line 229) -- `src.project_manager.format_discussion` (line 69) -- `src.project_manager.entry_to_str` (line 49) -- `src.project_manager.flat_config` (line 267) -- `src.project_manager.migrate_from_legacy_config` (line 253) - -## Field access matrix - -| consumer | _offload_entry_payload | _pending_comms | _pending_comms_lock | _pending_gui_tasks | _pending_gui_tasks_lock | _pending_history_adds | _pending_history_adds_lock | _token_history | _topological_sort_tickets_result | active_discussion | active_project_path | active_project_root | ai_status | append | config | content | context_files | discussion | encode | engines | -|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---| -| `_invalidate_token_estimate` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `build_markdown_from_items` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_create_gemini_cache_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_grok` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_strip_private_keys` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_send_gemini_cli` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_send_gemini` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_send_anthropic` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `save_project` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 2 | . | . | -| `_trim_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_llama` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `build_tier3_context` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_offload_entry_payload` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `format_discussion` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `entry_to_str` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_repair_minimax_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_strip_stale_file_refreshes` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_deepseek` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_add_bleed_derived` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `build_markdown_no_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `flat_config` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_llama_native` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `ollama_chat` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_qwen` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_on_comms_entry` | 1 | 1 | 1 | . | . | 4 | 4 | 1 | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_repair_deepseek_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_execute_single_tool_call_async` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_to_dict_tool_call` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_repair_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | . | . | -| `_strip_cache_controls` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `run` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_save_config_to_disk` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_dashscope_call` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_start_track_logic_result` | . | . | . | 2 | 2 | . | . | . | 1 | 1 | 1 | 1 | 4 | . | 1 | . | 1 | . | . | 1 | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | - -_... 24 more fields_ - -## Access pattern - -**Dominant pattern:** whole_struct -**Evidence count:** 50 - -**Per-function pattern distribution:** - -- `whole_struct`: 28 functions (56%) -- `mixed`: 18 functions (36%) -- `field_by_field`: 4 functions (8%) - -## SSDL Sketch for `ToolCall` - -``` -[Q:ToolCall entry-point] -> [Q:PCG lookup] - -> [1: _invalidate_token_estimate] [B:check] (branches=0) - -> [2: from_dict] [B:check] (branches=0) - -> [3: build_markdown_from_items] [B:check] (branches=9) - -> [4: from_dict] [B:check] (branches=0) - -> [5: _create_gemini_cache_result] [B:check] (branches=3) - -> [6: _send_grok] [B:check] (branches=14) - -> [7: _strip_private_keys] [B:check] (branches=0) - -> [8: from_dict] [B:check] (branches=0) - -> [9: _send_gemini_cli] [B:is None?] (branches=23) [N:safe] - -> [10: from_dict] [B:check] (branches=0) - -> [11: from_dict] [B:check] (branches=0) - -> [12: _send_gemini] [B:is None?] (branches=75) [N:safe] - -> [13: from_dict] [B:check] (branches=0) - -> [14: from_dict] [B:check] (branches=0) - -> [15: _send_anthropic] [B:is None?] (branches=40) [N:safe] - -> [16: save_project] [B:is None?] (branches=7) [N:safe] - -> [17: _trim_anthropic_history] [B:check] (branches=13) - -> [18: _send_llama] [B:check] (branches=13) - -> [19: build_tier3_context] [B:check] (branches=50) - -> [20: _offload_entry_payload] [B:check] (branches=10) - -> [21: format_discussion] [B:check] (branches=0) - -> [22: entry_to_str] [B:check] (branches=3) - -> [23: _repair_minimax_history] [B:check] (branches=10) - -> [24: from_dict] [B:check] (branches=0) - -> [25: from_dict] [B:check] (branches=0) - -> [26: _strip_stale_file_refreshes] [B:check] (branches=12) - -> [27: _send_deepseek] [B:check] (branches=71) - -> [28: _add_bleed_derived] [B:check] (branches=0) - -> [29: from_dict] [B:check] (branches=0) - -> [30: build_markdown_no_history] [B:check] (branches=0) - -> [31: flat_config] [B:check] (branches=2) - -> [32: _send_llama_native] [B:check] (branches=12) - -> [33: ollama_chat] [B:check] (branches=3) - -> [34: _send_qwen] [B:check] (branches=9) - -> [35: _on_comms_entry] [B:check] (branches=32) - -> [36: from_dict] [B:check] (branches=0) - -> [37: from_dict] [B:check] (branches=0) - -> [38: _repair_deepseek_history] [B:check] (branches=6) - -> [39: from_dict] [B:check] (branches=0) - -> [40: from_dict] [B:check] (branches=0) - -> [41: _execute_single_tool_call_async] [B:is None?] (branches=15) [N:safe] - -> [42: from_dict] [B:check] (branches=0) - -> [43: _to_dict_tool_call] [B:check] (branches=0) - -> [44: _repair_anthropic_history] [B:check] (branches=6) - -> [45: _strip_cache_controls] [B:check] (branches=4) - -> [46: run] [B:check] (branches=1) - -> [47: _save_config_to_disk] [B:check] (branches=1) - -> [48: _dashscope_call] [B:check] (branches=5) - -> [49: _start_track_logic_result] [B:check] (branches=10) - -> [50: from_dict] [B:check] (branches=0) - -> [51: _estimate_prompt_tokens] [B:check] (branches=2) - -> [52: _append_comms] [B:is None?] (branches=1) [N:safe] - -> [53: from_dict] [B:check] (branches=0) - -> [54: _estimate_message_tokens] [B:is None?] (branches=9) [N:safe] - -> [55: _add_history_cache_breakpoint] [B:check] (branches=5) - -> [56: _pre_dispatch] [B:check] (branches=8) - -> [57: from_dict] [B:check] (branches=0) - -> [58: _build_files_section_from_items] [B:is None?] (branches=5) [N:safe] - -> [59: _trim_minimax_history] [B:check] (branches=8) - -> [60: _refresh_api_metrics] [B:is None?] (branches=11) [N:safe] - -> [61: _start_track_logic] [B:check] (branches=1) - -> [62: from_dict] [B:check] (branches=0) - -> [63: from_dict] [B:check] (branches=0) - -> [64: from_dict] [B:check] (branches=0) - -> [65: migrate_from_legacy_config] [B:check] (branches=2) - -> [66: _send_minimax] [B:check] (branches=11) - -> [67: send] [B:check] (branches=19) - -> [T:done] -``` - -**Effective codepaths:** 40140116231395706750391 (sum of 2^branches across 67 consumers) -**Total branch points:** 541 -**Nil-check functions:** 9 - -**Defusing opportunities:** - -- **Nil Sentinel `[N]`**: Introduce a module-level `NIL_` sentinel whose field accesses return safe defaults. Replace None checks with the sentinel. Collapses 2^branch_count into ~1. - - Effective codepaths: 40140116231395706750391 -> 40140116231395706750373 -- **Immediate-Mode Cache `[Q:key] -> [I:FetchCached] -> [T]`**: Introduce a `toolcall_cache` keyed lookup. Consumers request by key, get cached value, no field-existence checks. Reduces 136 field-check branches to 1 cache lookup. - - Effective codepaths: 40140116231395706750391 -> 136 -- **Generational Handles `[I:ResolveHandle] -> [B:Gen matches?] -> [N|safe]`**: Wrap the aggregate in a generational handle (index + generation). Validation is one comparison; mismatch returns the nil sentinel. Reduces N lifetime branches to 1 handle validation + sentinel return. - - Effective codepaths: 40140116231395706750391 -> 67 - - -## Frequency - -**Dominant frequency:** per_turn -**Evidence count:** 5 - -**Per-function frequency distribution:** - -- `per_turn`: 5 functions - -## Result coverage - -**Summary:** 97 producers, 47 consumers - -| metric | value | -|---|---| -| total producers | 97 | -| result producers | 97 | -| total consumers | 47 | -| result consumers | 0 | - -## Type alias coverage - -**Summary:** 136 sites; 0 typed (0%); 136 untyped (100%) - -| metric | value | -|---|---| -| total field-access sites | 136 | -| typed sites (canonical field) | 0 | -| untyped sites (wildcard) | 136 | - -## Cross-audit findings - -_(no cross-audit findings mapped to this aggregate)_ - -## Decomposition cost - -**Current cost estimate:** 470 us/turn -**Componentize savings:** 0 us/turn -**Unify savings:** 70 us/turn -**Recommended direction:** hold -**Rationale:** ToolCall: access_pattern=whole_struct, frequency=per_turn, struct_field_count=5, struct_frozen=True. Recommended: hold because the current shape matches the access pattern. -**Struct field count (estimated):** 5 -**Struct frozen:** True - -## Struct shape (inferred from producer returns) - -| field | access count | access pattern | -|---|---|---| -| `content` | 16 | hot | -| `marker` | 16 | hot | -| `get` | 7 | hot | -| `append` | 3 | hot | -| `pop` | 2 | used | -| `files` | 2 | used | -| `encode` | 1 | used | -| `discussion` | 1 | used | -| `estimated_prompt_tokens` | 1 | used | -| `max_prompt_tokens` | 1 | used | -| `utilization_pct` | 1 | used | -| `headroom` | 1 | used | -| `would_trim` | 1 | used | -| `sys_tokens` | 1 | used | -| `tool_tokens` | 1 | used | -| `history_tokens` | 1 | used | -| `local_ts` | 1 | used | -| `_offload_entry_payload` | 1 | used | -| `ui_auto_add_history` | 1 | used | -| `_pending_comms_lock` | 1 | used | -| `session_usage` | 1 | used | -| `_pending_history_adds_lock` | 1 | used | -| `_token_history` | 1 | used | -| `_pending_comms` | 1 | used | -| `_pending_history_adds` | 1 | used | -| `items` | 1 | used | -| `to_dict` | 1 | used | -| `output` | 1 | used | -| `ai_status` | 1 | used | -| `context_files` | 1 | used | -| `_pending_gui_tasks_lock` | 1 | used | -| `_topological_sort_tickets_result` | 1 | used | -| `active_project_root` | 1 | used | -| `event_queue` | 1 | used | -| `engines` | 1 | used | -| `project` | 1 | used | -| `active_discussion` | 1 | used | -| `submit_io` | 1 | used | -| `tracks` | 1 | used | -| `config` | 1 | used | -| `mma_tier_usage` | 1 | used | -| `_pending_gui_tasks` | 1 | used | -| `mma_step_mode` | 1 | used | -| `active_project_path` | 1 | used | - -## Optimization candidates - -_(no optimization candidates generated)_ - -## Verdict - -ToolCall: access_pattern=whole_struct, frequency=per_turn, struct_field_count=5, struct_frozen=True. Recommended: hold because the current shape matches the access pattern. - -## Evidence appendix - -### Access pattern evidence - -| function | pattern | field_accesses | confidence | -|---|---|---|---| -| `src.ai_client._invalidate_token_estimate` | `whole_struct` | `pop`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.aggregate.build_markdown_from_items` | `whole_struct` | | low | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._create_gemini_cache_result` | `whole_struct` | | low | -| `src.ai_client._send_grok` | `whole_struct` | | low | -| `src.ai_client._strip_private_keys` | `whole_struct` | | low | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._send_gemini_cli` | `whole_struct` | | low | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._send_gemini` | `whole_struct` | `encode`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._send_anthropic` | `whole_struct` | | low | -| `src.project_manager.save_project` | `mixed` | `discussion`=2, `files`=3 | high | -| `src.ai_client._trim_anthropic_history` | `whole_struct` | `pop`=5 | high | -| `src.ai_client._send_llama` | `whole_struct` | | low | -| `src.aggregate.build_tier3_context` | `whole_struct` | | low | -| `src.app_controller._offload_entry_payload` | `whole_struct` | | low | -| `src.project_manager.format_discussion` | `whole_struct` | | low | -| `src.project_manager.entry_to_str` | `whole_struct` | `get`=4 | high | -| `src.ai_client._repair_minimax_history` | `whole_struct` | `append`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._strip_stale_file_refreshes` | `whole_struct` | | low | -| `src.ai_client._send_deepseek` | `whole_struct` | | low | -| `src.ai_client._add_bleed_derived` | `field_by_field` | `estimated_prompt_tokens`=1, `max_prompt_tokens`=1, `utilization_pct`=1, `headroom`=1, `would_trim`=1, `sys_tokens`=1, `tool_tokens`=1, `history_tokens`=1, `get`=3 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.aggregate.build_markdown_no_history` | `whole_struct` | | low | -| `src.project_manager.flat_config` | `whole_struct` | `get`=7 | high | -| `src.ai_client._send_llama_native` | `whole_struct` | | low | -| `src.ai_client.ollama_chat` | `whole_struct` | | low | -| `src.ai_client._send_qwen` | `whole_struct` | | low | -| `src.app_controller._on_comms_entry` | `field_by_field` | `local_ts`=1, `_offload_entry_payload`=1, `get`=7, `ui_auto_add_history`=3, `_pending_comms_lock`=1, `session_usage`=5, `_pending_history_adds_lock`=4, `_token_history`=1, `_pending_comms`=1, `_pending_history_adds`=4 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._repair_deepseek_history` | `whole_struct` | `append`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._execute_single_tool_call_async` | `mixed` | `get`=2, `items`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.openai_compatible._to_dict_tool_call` | `whole_struct` | `to_dict`=1 | high | -| `src.ai_client._repair_anthropic_history` | `whole_struct` | `append`=1 | high | -| `src.ai_client._strip_cache_controls` | `whole_struct` | | low | -| `src.aggregate.run` | `field_by_field` | `output`=1, `files`=2, `get`=7 | high | -| `src.models._save_config_to_disk` | `whole_struct` | | low | -| `src.ai_client._dashscope_call` | `whole_struct` | | low | -| `src.app_controller._start_track_logic_result` | `field_by_field` | `ai_status`=4, `context_files`=1, `get`=3, `_pending_gui_tasks_lock`=2, `_topological_sort_tickets_result`=1, `active_project_root`=1, `event_queue`=1, `engines`=1, `project`=1, `active_discussion`=1 (+7 more) | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | - -### Frequency evidence - -| function | frequency | source | note | -|---|---|---|---| -| `src.ai_client._extract_dashscope_tool_calls` | `per_turn` | `static_analysis` | producer from src\ai_client.py | -| `src.api_hook_client.get_warmup_wait` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py | -| `src.app_controller.wait` | `per_turn` | `static_analysis` | producer from src\app_controller.py | -| `src.ai_client._dashscope_call` | `per_turn` | `static_analysis` | producer from src\ai_client.py | -| `src.app_controller._pending_mma_spawn` | `per_turn` | `static_analysis` | producer from src\app_controller.py | - - ---- - - - -### 4.5 CommsLog +### 5.3 CommsLog **Aggregate kind:** typealias **Memory dim:** discussion @@ -4309,15 +3029,15 @@ ToolCall: access_pattern=whole_struct, frequency=per_turn, struct_field_count=5, ### `src\ai_client.py` (4 producers) -- `src.ai_client._list_gemini_models_result` (line 1626) - `src.ai_client._list_anthropic_models_result` (line 1317) +- `src.ai_client._list_gemini_models_result` (line 1626) - `src.ai_client._list_minimax_models_result` (line 2436) - `src.ai_client._set_minimax_provider_result` (line 398) ### `src\gui_2.py` (2 producers) -- `src.gui_2._render_beads_tab_list_result` (line 8314) - `src.gui_2._drain_normalize_errors` (line 7417) +- `src.gui_2._render_beads_tab_list_result` (line 8314) ## Consumers (5) @@ -4339,11 +3059,11 @@ ToolCall: access_pattern=whole_struct, frequency=per_turn, struct_field_count=5, | consumer | _attr_name | _cached | _module_name | _report_worker_error | |---|---|---|---|---| +| `__init__` | 1 | 1 | 1 | . | | `_symbol_resolution_result` | . | . | . | . | | `_topological_sort_tickets_result` | . | . | . | 1 | -| `__init__` | 1 | 1 | 1 | . | -| `_serialize_tool_calls_result` | . | . | . | . | | `calculate_track_progress` | . | . | . | . | +| `_serialize_tool_calls_result` | . | . | . | . | ## Access pattern @@ -4359,11 +3079,11 @@ ToolCall: access_pattern=whole_struct, frequency=per_turn, struct_field_count=5, ``` [Q:CommsLog entry-point] -> [Q:PCG lookup] - -> [1: _symbol_resolution_result] [B:check] (branches=4) - -> [2: _topological_sort_tickets_result] [B:check] (branches=2) - -> [3: __init__] [B:check] (branches=0) - -> [4: _serialize_tool_calls_result] [B:check] (branches=2) - -> [5: calculate_track_progress] [B:check] (branches=1) + -> [1: __init__] [B:check] (branches=0) + -> [2: _symbol_resolution_result] [B:check] (branches=4) + -> [3: _topological_sort_tickets_result] [B:check] (branches=2) + -> [4: calculate_track_progress] [B:check] (branches=1) + -> [5: _serialize_tool_calls_result] [B:check] (branches=2) -> [T:done] ``` @@ -4427,10 +3147,10 @@ ToolCall: access_pattern=whole_struct, frequency=per_turn, struct_field_count=5, | field | access count | access pattern | |---|---|---| -| `_report_worker_error` | 1 | used | | `_module_name` | 1 | used | | `_attr_name` | 1 | used | | `_cached` | 1 | used | +| `_report_worker_error` | 1 | used | ## Optimization candidates @@ -4446,28 +3166,28 @@ CommsLog: access_pattern=whole_struct, frequency=per_turn, struct_field_count=5, | function | pattern | field_accesses | confidence | |---|---|---|---| +| `src.gui_2.__init__` | `field_by_field` | `_module_name`=1, `_attr_name`=1, `_cached`=1 | high | | `src.app_controller._symbol_resolution_result` | `whole_struct` | | low | | `src.app_controller._topological_sort_tickets_result` | `whole_struct` | `_report_worker_error`=1 | high | -| `src.gui_2.__init__` | `field_by_field` | `_module_name`=1, `_attr_name`=1, `_cached`=1 | high | -| `src.app_controller._serialize_tool_calls_result` | `whole_struct` | | low | | `src.project_manager.calculate_track_progress` | `whole_struct` | | low | +| `src.app_controller._serialize_tool_calls_result` | `whole_struct` | | low | ### Frequency evidence | function | frequency | source | note | |---|---|---|---| -| `src.gui_2._render_beads_tab_list_result` | `per_turn` | `static_analysis` | producer from src\gui_2.py | -| `src.gui_2._drain_normalize_errors` | `per_turn` | `static_analysis` | producer from src\gui_2.py | -| `src.ai_client._list_gemini_models_result` | `per_turn` | `static_analysis` | producer from src\ai_client.py | | `src.ai_client._list_anthropic_models_result` | `per_turn` | `static_analysis` | producer from src\ai_client.py | +| `src.ai_client._list_gemini_models_result` | `per_turn` | `static_analysis` | producer from src\ai_client.py | | `src.ai_client._list_minimax_models_result` | `per_turn` | `static_analysis` | producer from src\ai_client.py | +| `src.ai_client._set_minimax_provider_result` | `per_turn` | `static_analysis` | producer from src\ai_client.py | +| `src.gui_2._drain_normalize_errors` | `per_turn` | `static_analysis` | producer from src\gui_2.py | --- -### 4.6 CommsLogEntry +### 5.4 CommsLogEntry **Aggregate kind:** typealias **Memory dim:** discussion @@ -4492,274 +3212,274 @@ CommsLog: access_pattern=whole_struct, frequency=per_turn, struct_field_count=5, ### `src\ai_client.py` (16 producers) -- `src.ai_client._extract_dashscope_tool_calls` (line 2754) -- `src.ai_client._dashscope_call` (line 2716) -- `src.ai_client._strip_private_keys` (line 1464) -- `src.ai_client._parse_tool_args_result` (line 741) -- `src.ai_client._build_chunked_context_blocks` (line 1281) -- `src.ai_client._get_anthropic_tools` (line 664) -- `src.ai_client._get_deepseek_tools` (line 1194) -- `src.ai_client._pre_dispatch` (line 2089) -- `src.ai_client.get_gemini_cache_stats` (line 1604) -- `src.ai_client._load_credentials` (line 282) -- `src.ai_client.get_token_stats` (line 3185) -- `src.ai_client.ollama_chat` (line 2938) - `src.ai_client.get_comms_log` (line 273) -- `src.ai_client._content_block_to_dict` (line 1200) +- `src.ai_client._parse_tool_args_result` (line 741) +- `src.ai_client._get_anthropic_tools` (line 664) +- `src.ai_client._dashscope_call` (line 2716) +- `src.ai_client._pre_dispatch` (line 2089) +- `src.ai_client.ollama_chat` (line 2938) +- `src.ai_client._load_credentials` (line 282) +- `src.ai_client._strip_private_keys` (line 1464) +- `src.ai_client.get_token_stats` (line 3185) - `src.ai_client._add_bleed_derived` (line 3332) - `src.ai_client._send_cli_round_result` (line 1746) +- `src.ai_client._extract_dashscope_tool_calls` (line 2754) +- `src.ai_client.get_gemini_cache_stats` (line 1604) +- `src.ai_client._get_deepseek_tools` (line 1194) +- `src.ai_client._content_block_to_dict` (line 1200) +- `src.ai_client._build_chunked_context_blocks` (line 1281) ### `src\api_hook_client.py` (39 producers) -- `src.api_hook_client.get_warmup_wait` (line 332) -- `src.api_hook_client.wait_for_event` (line 136) -- `src.api_hook_client.clear_events` (line 129) -- `src.api_hook_client.get_warmup_status` (line 325) -- `src.api_hook_client.get_project` (line 367) -- `src.api_hook_client.get_mma_workers` (line 546) -- `src.api_hook_client.reject_patch` (line 288) -- `src.api_hook_client.get_gui_state` (line 165) -- `src.api_hook_client.get_events` (line 124) - `src.api_hook_client.post_project` (line 473) -- `src.api_hook_client.get_session` (line 502) -- `src.api_hook_client.get_io_pool_status` (line 420) -- `src.api_hook_client.trigger_patch` (line 274) +- `src.api_hook_client.get_node_status` (line 532) +- `src.api_hook_client.click` (line 223) +- `src.api_hook_client.get_startup_timeline` (line 353) +- `src.api_hook_client.select_tab` (line 263) +- `src.api_hook_client.reject_patch` (line 288) +- `src.api_hook_client.clear_events` (line 129) +- `src.api_hook_client.post_gui` (line 149) +- `src.api_hook_client.get_warmup_status` (line 325) +- `src.api_hook_client.select_list_item` (line 256) - `src.api_hook_client.get_gui_health` (line 434) +- `src.api_hook_client.wait_for_event` (line 136) +- `src.api_hook_client.post_project` (line 470) +- `src.api_hook_client.apply_patch` (line 281) +- `src.api_hook_client.get_project_switch_status` (line 374) +- `src.api_hook_client.get_io_pool_status` (line 420) +- `src.api_hook_client.get_financial_metrics` (line 520) +- `src.api_hook_client.drag` (line 230) +- `src.api_hook_client.get_warmup_canaries` (line 342) +- `src.api_hook_client.get_gui_diagnostics` (line 311) +- `src.api_hook_client.trigger_patch` (line 274) +- `src.api_hook_client.get_project` (line 367) +- `src.api_hook_client.get_events` (line 124) +- `src.api_hook_client.get_warmup_wait` (line 332) +- `src.api_hook_client.set_value` (line 212) +- `src.api_hook_client.get_mma_status` (line 539) +- `src.api_hook_client.post_session` (line 117) +- `src.api_hook_client.wait_for_project_switch` (line 389) +- `src.api_hook_client.get_performance` (line 318) +- `src.api_hook_client.get_system_telemetry` (line 524) +- `src.api_hook_client.push_event` (line 156) +- `src.api_hook_client.get_gui_state` (line 165) +- `src.api_hook_client._make_request` (line 65) - `src.api_hook_client.get_status` (line 105) - `src.api_hook_client.get_context_state` (line 491) -- `src.api_hook_client.set_value` (line 212) -- `src.api_hook_client.post_gui` (line 149) -- `src.api_hook_client.get_gui_diagnostics` (line 311) -- `src.api_hook_client.get_mma_status` (line 539) -- `src.api_hook_client.get_startup_timeline` (line 353) -- `src.api_hook_client.get_node_status` (line 532) -- `src.api_hook_client.get_performance` (line 318) -- `src.api_hook_client.post_session` (line 117) -- `src.api_hook_client.push_event` (line 156) -- `src.api_hook_client.get_warmup_canaries` (line 342) -- `src.api_hook_client.drag` (line 230) -- `src.api_hook_client.apply_patch` (line 281) -- `src.api_hook_client.post_project` (line 470) -- `src.api_hook_client.get_patch_status` (line 295) -- `src.api_hook_client.wait_for_project_switch` (line 389) -- `src.api_hook_client.click` (line 223) -- `src.api_hook_client.select_list_item` (line 256) -- `src.api_hook_client.get_project_switch_status` (line 374) -- `src.api_hook_client.get_system_telemetry` (line 524) -- `src.api_hook_client._make_request` (line 65) -- `src.api_hook_client.select_tab` (line 263) +- `src.api_hook_client.get_session` (line 502) +- `src.api_hook_client.get_mma_workers` (line 546) - `src.api_hook_client.right_click` (line 237) -- `src.api_hook_client.get_financial_metrics` (line 520) +- `src.api_hook_client.get_patch_status` (line 295) ### `src\app_controller.py` (30 producers) -- `src.app_controller.wait` (line 5205) -- `src.app_controller._pending_mma_spawn` (line 2772) -- `src.app_controller._offload_entry_payload` (line 4240) -- `src.app_controller._api_get_diagnostics` (line 202) -- `src.app_controller.get_gui_state` (line 2829) -- `src.app_controller.load_config` (line 5142) -- `src.app_controller._api_get_session` (line 374) -- `src.app_controller._api_pending_actions` (line 335) -- `src.app_controller.get_context` (line 2892) -- `src.app_controller.token_stats` (line 2898) -- `src.app_controller._api_get_api_project` (line 188) - `src.app_controller._api_get_context` (line 398) -- `src.app_controller._api_token_stats` (line 417) -- `src.app_controller.get_mma_status` (line 2835) -- `src.app_controller._api_get_performance` (line 195) - `src.app_controller._api_get_api_session` (line 170) -- `src.app_controller._api_get_gui_state` (line 123) -- `src.app_controller.get_performance` (line 2856) -- `src.app_controller.pending_actions` (line 2874) -- `src.app_controller.status` (line 2865) -- `src.app_controller._api_get_mma_status` (line 144) -- `src.app_controller.generate` (line 2868) -- `src.app_controller.get_api_project` (line 2853) -- `src.app_controller._api_status` (line 209) -- `src.app_controller._api_generate` (line 221) -- `src.app_controller.get_session` (line 2883) -- `src.app_controller.get_diagnostics` (line 2862) -- `src.app_controller.get_session_insights` (line 3049) -- `src.app_controller._pending_mma_approval` (line 2776) - `src.app_controller.get_api_session` (line 2847) +- `src.app_controller._api_get_gui_state` (line 123) +- `src.app_controller.get_api_project` (line 2853) +- `src.app_controller._api_get_performance` (line 195) +- `src.app_controller._offload_entry_payload` (line 4240) +- `src.app_controller.get_gui_state` (line 2829) +- `src.app_controller.get_performance` (line 2856) +- `src.app_controller._api_status` (line 209) +- `src.app_controller._api_get_mma_status` (line 144) +- `src.app_controller.get_mma_status` (line 2835) +- `src.app_controller._pending_mma_spawn` (line 2772) +- `src.app_controller.get_diagnostics` (line 2862) +- `src.app_controller._api_pending_actions` (line 335) +- `src.app_controller._api_token_stats` (line 417) +- `src.app_controller.wait` (line 5205) +- `src.app_controller.pending_actions` (line 2874) +- `src.app_controller.load_config` (line 5142) +- `src.app_controller._pending_mma_approval` (line 2776) +- `src.app_controller._api_get_diagnostics` (line 202) +- `src.app_controller.get_context` (line 2892) +- `src.app_controller.get_session` (line 2883) +- `src.app_controller._api_get_api_project` (line 188) +- `src.app_controller.get_session_insights` (line 3049) +- `src.app_controller._api_get_session` (line 374) +- `src.app_controller.token_stats` (line 2898) +- `src.app_controller._api_generate` (line 221) +- `src.app_controller.status` (line 2865) +- `src.app_controller.generate` (line 2868) ### `src\models.py` (23 producers) -- `src.models.to_dict` (line 646) -- `src.models.to_dict` (line 406) -- `src.models.to_dict` (line 855) -- `src.models.to_dict` (line 938) -- `src.models.to_dict` (line 1059) -- `src.models.parse_history_entries` (line 214) +- `src.models.to_dict` (line 288) - `src.models.to_dict` (line 794) -- `src.models.to_dict` (line 1000) -- `src.models.to_dict` (line 672) -- `src.models.to_dict` (line 355) -- `src.models.to_dict` (line 486) - `src.models.to_dict` (line 913) - `src.models.to_dict` (line 596) -- `src.models.to_dict` (line 886) +- `src.models.to_dict` (line 701) - `src.models.to_dict` (line 558) -- `src.models._load_config_from_disk` (line 186) - `src.models.to_dict` (line 441) - `src.models.to_dict` (line 1024) -- `src.models.to_dict` (line 971) -- `src.models.to_dict` (line 288) - `src.models.to_dict` (line 737) +- `src.models.to_dict` (line 486) - `src.models.to_dict` (line 618) -- `src.models.to_dict` (line 701) +- `src.models.to_dict` (line 886) +- `src.models.to_dict` (line 971) +- `src.models._load_config_from_disk` (line 186) +- `src.models.to_dict` (line 406) +- `src.models.to_dict` (line 646) +- `src.models.to_dict` (line 672) +- `src.models.to_dict` (line 355) +- `src.models.to_dict` (line 1059) +- `src.models.to_dict` (line 855) +- `src.models.to_dict` (line 1000) +- `src.models.parse_history_entries` (line 214) +- `src.models.to_dict` (line 938) ### `src\project_manager.py` (8 producers) -- `src.project_manager.get_all_tracks` (line 342) - `src.project_manager.load_history` (line 209) - `src.project_manager.str_to_entry` (line 75) +- `src.project_manager.load_project` (line 186) +- `src.project_manager.default_discussion` (line 117) - `src.project_manager.default_project` (line 123) - `src.project_manager.migrate_from_legacy_config` (line 253) - `src.project_manager.flat_config` (line 267) -- `src.project_manager.load_project` (line 186) -- `src.project_manager.default_discussion` (line 117) +- `src.project_manager.get_all_tracks` (line 342) ## Consumers (66) ### `src\aggregate.py` (5 consumers) -- `src.aggregate.build_markdown_from_items` (line 348) - `src.aggregate.build_tier3_context` (line 382) -- `src.aggregate.build_markdown_no_history` (line 366) -- `src.aggregate.run` (line 479) - `src.aggregate._build_files_section_from_items` (line 300) +- `src.aggregate.build_markdown_from_items` (line 348) +- `src.aggregate.run` (line 479) +- `src.aggregate.build_markdown_no_history` (line 366) ### `src\ai_client.py` (29 consumers) -- `src.ai_client._invalidate_token_estimate` (line 1240) -- `src.ai_client._create_gemini_cache_result` (line 1706) -- `src.ai_client._send_grok` (line 2530) -- `src.ai_client._strip_private_keys` (line 1464) -- `src.ai_client._send_gemini_cli` (line 2019) -- `src.ai_client._send_gemini` (line 1802) -- `src.ai_client._send_anthropic` (line 1405) -- `src.ai_client._trim_anthropic_history` (line 1353) - `src.ai_client._send_llama` (line 2858) -- `src.ai_client._repair_minimax_history` (line 2462) -- `src.ai_client._strip_stale_file_refreshes` (line 1253) -- `src.ai_client._send_deepseek` (line 2165) -- `src.ai_client._add_bleed_derived` (line 3332) -- `src.ai_client._send_llama_native` (line 2958) -- `src.ai_client.ollama_chat` (line 2938) -- `src.ai_client._send_qwen` (line 2773) -- `src.ai_client._repair_deepseek_history` (line 2138) -- `src.ai_client._execute_single_tool_call_async` (line 945) -- `src.ai_client._repair_anthropic_history` (line 1381) - `src.ai_client._strip_cache_controls` (line 1291) -- `src.ai_client._dashscope_call` (line 2716) - `src.ai_client._estimate_prompt_tokens` (line 1243) -- `src.ai_client._append_comms` (line 257) -- `src.ai_client._estimate_message_tokens` (line 1218) -- `src.ai_client._add_history_cache_breakpoint` (line 1299) +- `src.ai_client._send_grok` (line 2530) +- `src.ai_client._create_gemini_cache_result` (line 1706) +- `src.ai_client._send_deepseek` (line 2165) +- `src.ai_client._send_gemini_cli` (line 2019) +- `src.ai_client._send_qwen` (line 2773) +- `src.ai_client._repair_anthropic_history` (line 1381) - `src.ai_client._pre_dispatch` (line 2089) -- `src.ai_client._trim_minimax_history` (line 2482) -- `src.ai_client._send_minimax` (line 2616) +- `src.ai_client._strip_stale_file_refreshes` (line 1253) +- `src.ai_client._send_anthropic` (line 1405) +- `src.ai_client._invalidate_token_estimate` (line 1240) +- `src.ai_client._add_bleed_derived` (line 3332) +- `src.ai_client.ollama_chat` (line 2938) +- `src.ai_client._trim_anthropic_history` (line 1353) - `src.ai_client.send` (line 3208) +- `src.ai_client._estimate_message_tokens` (line 1218) +- `src.ai_client._append_comms` (line 257) +- `src.ai_client._repair_deepseek_history` (line 2138) +- `src.ai_client._add_history_cache_breakpoint` (line 1299) +- `src.ai_client._trim_minimax_history` (line 2482) +- `src.ai_client._send_gemini` (line 1802) +- `src.ai_client._execute_single_tool_call_async` (line 945) +- `src.ai_client._send_llama_native` (line 2958) +- `src.ai_client._strip_private_keys` (line 1464) +- `src.ai_client._send_minimax` (line 2616) +- `src.ai_client._repair_minimax_history` (line 2462) +- `src.ai_client._dashscope_call` (line 2716) ### `src\app_controller.py` (5 consumers) -- `src.app_controller._offload_entry_payload` (line 4240) -- `src.app_controller._on_comms_entry` (line 4282) - `src.app_controller._start_track_logic_result` (line 4728) +- `src.app_controller._offload_entry_payload` (line 4240) - `src.app_controller._refresh_api_metrics` (line 3074) +- `src.app_controller._on_comms_entry` (line 4282) - `src.app_controller._start_track_logic` (line 4721) ### `src\models.py` (22 consumers) -- `src.models.from_dict` (line 920) -- `src.models.from_dict` (line 603) -- `src.models.from_dict` (line 506) -- `src.models.from_dict` (line 814) -- `src.models.from_dict` (line 893) -- `src.models.from_dict` (line 378) - `src.models.from_dict` (line 1038) - `src.models.from_dict` (line 1007) -- `src.models.from_dict` (line 747) -- `src.models.from_dict` (line 683) -- `src.models.from_dict` (line 712) - `src.models.from_dict` (line 866) -- `src.models.from_dict` (line 454) -- `src.models.from_dict` (line 575) -- `src.models.from_dict` (line 630) +- `src.models.from_dict` (line 712) +- `src.models.from_dict` (line 747) - `src.models._save_config_to_disk` (line 199) +- `src.models.from_dict` (line 575) +- `src.models.from_dict` (line 683) +- `src.models.from_dict` (line 630) +- `src.models.from_dict` (line 454) - `src.models.from_dict` (line 949) - `src.models.from_dict` (line 982) -- `src.models.from_dict` (line 295) -- `src.models.from_dict` (line 416) -- `src.models.from_dict` (line 656) - `src.models.from_dict` (line 1072) +- `src.models.from_dict` (line 295) +- `src.models.from_dict` (line 656) +- `src.models.from_dict` (line 416) +- `src.models.from_dict` (line 603) +- `src.models.from_dict` (line 920) +- `src.models.from_dict` (line 814) +- `src.models.from_dict` (line 506) +- `src.models.from_dict` (line 893) +- `src.models.from_dict` (line 378) ### `src\project_manager.py` (5 consumers) -- `src.project_manager.save_project` (line 229) - `src.project_manager.format_discussion` (line 69) - `src.project_manager.entry_to_str` (line 49) - `src.project_manager.flat_config` (line 267) +- `src.project_manager.save_project` (line 229) - `src.project_manager.migrate_from_legacy_config` (line 253) ## Field access matrix -| consumer | _offload_entry_payload | _pending_comms | _pending_comms_lock | _pending_gui_tasks | _pending_gui_tasks_lock | _pending_history_adds | _pending_history_adds_lock | _token_history | _topological_sort_tickets_result | active_discussion | active_project_path | active_project_root | ai_status | append | config | content | context_files | discussion | encode | engines | +| consumer | _est_tokens | _gemini_cache_text | _offload_entry_payload | _pending_comms | _pending_comms_lock | _pending_gui_tasks | _pending_gui_tasks_lock | _pending_history_adds | _pending_history_adds_lock | _recalculate_session_usage | _token_history | _token_stats | _topological_sort_tickets_result | _update_cached_stats | active_discussion | active_project_path | active_project_root | ai_status | append | config | |---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---| -| `_invalidate_token_estimate` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `build_markdown_from_items` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_create_gemini_cache_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_grok` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_strip_private_keys` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_send_gemini_cli` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_send_gemini` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_send_anthropic` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `save_project` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 2 | . | . | -| `_trim_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | | `_send_llama` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `build_tier3_context` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_offload_entry_payload` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `format_discussion` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `entry_to_str` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_repair_minimax_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_strip_stale_file_refreshes` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_deepseek` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_add_bleed_derived` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `build_markdown_no_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `flat_config` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_llama_native` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `ollama_chat` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_qwen` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_on_comms_entry` | 1 | 1 | 1 | . | . | 4 | 4 | 1 | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_repair_deepseek_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_execute_single_tool_call_async` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_repair_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | | `_strip_cache_controls` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `run` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_save_config_to_disk` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_dashscope_call` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_start_track_logic_result` | . | . | . | 2 | 2 | . | . | . | 1 | 1 | 1 | 1 | 4 | . | 1 | . | 1 | . | . | 1 | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | | `_estimate_prompt_tokens` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `build_tier3_context` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `format_discussion` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_grok` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_create_gemini_cache_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_deepseek` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_gemini_cli` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_build_files_section_from_items` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `build_markdown_from_items` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_qwen` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_repair_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_pre_dispatch` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_save_config_to_disk` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_strip_stale_file_refreshes` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `run` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_anthropic` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_invalidate_token_estimate` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_add_bleed_derived` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_start_track_logic_result` | . | . | . | . | . | 2 | 2 | . | . | . | . | . | 1 | . | 1 | 1 | 1 | 4 | . | 1 | +| `entry_to_str` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `ollama_chat` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_trim_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_offload_entry_payload` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `send` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | +| `_estimate_message_tokens` | 1 | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_refresh_api_metrics` | . | 1 | . | . | . | . | . | . | . | 1 | . | 1 | . | 1 | . | . | . | . | . | . | +| `_on_comms_entry` | . | . | 1 | 1 | 1 | . | . | 4 | 4 | . | 1 | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_append_comms` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_repair_deepseek_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_add_history_cache_breakpoint` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_trim_minimax_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_gemini` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `flat_config` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -_... 23 more fields_ +_... 32 more fields_ ## Access pattern @@ -4769,79 +3489,79 @@ _... 23 more fields_ **Per-function pattern distribution:** - `whole_struct`: 28 functions (56%) -- `mixed`: 18 functions (36%) -- `field_by_field`: 4 functions (8%) +- `mixed`: 17 functions (34%) +- `field_by_field`: 5 functions (10%) ## SSDL Sketch for `CommsLogEntry` ``` [Q:CommsLogEntry entry-point] -> [Q:PCG lookup] - -> [1: _invalidate_token_estimate] [B:check] (branches=0) + -> [1: _send_llama] [B:check] (branches=13) -> [2: from_dict] [B:check] (branches=0) - -> [3: build_markdown_from_items] [B:check] (branches=9) - -> [4: from_dict] [B:check] (branches=0) - -> [5: _create_gemini_cache_result] [B:check] (branches=3) - -> [6: _send_grok] [B:check] (branches=14) - -> [7: _strip_private_keys] [B:check] (branches=0) - -> [8: from_dict] [B:check] (branches=0) - -> [9: _send_gemini_cli] [B:is None?] (branches=23) [N:safe] - -> [10: from_dict] [B:check] (branches=0) - -> [11: from_dict] [B:check] (branches=0) - -> [12: _send_gemini] [B:is None?] (branches=75) [N:safe] + -> [3: _strip_cache_controls] [B:check] (branches=4) + -> [4: _estimate_prompt_tokens] [B:check] (branches=2) + -> [5: build_tier3_context] [B:check] (branches=50) + -> [6: format_discussion] [B:check] (branches=0) + -> [7: _send_grok] [B:check] (branches=14) + -> [8: _create_gemini_cache_result] [B:check] (branches=3) + -> [9: _send_deepseek] [B:check] (branches=71) + -> [10: _send_gemini_cli] [B:is None?] (branches=23) [N:safe] + -> [11: _build_files_section_from_items] [B:is None?] (branches=5) [N:safe] + -> [12: from_dict] [B:check] (branches=0) -> [13: from_dict] [B:check] (branches=0) - -> [14: from_dict] [B:check] (branches=0) - -> [15: _send_anthropic] [B:is None?] (branches=40) [N:safe] - -> [16: save_project] [B:is None?] (branches=7) [N:safe] - -> [17: _trim_anthropic_history] [B:check] (branches=13) - -> [18: _send_llama] [B:check] (branches=13) - -> [19: build_tier3_context] [B:check] (branches=50) - -> [20: _offload_entry_payload] [B:check] (branches=10) - -> [21: format_discussion] [B:check] (branches=0) - -> [22: entry_to_str] [B:check] (branches=3) - -> [23: _repair_minimax_history] [B:check] (branches=10) + -> [14: build_markdown_from_items] [B:check] (branches=9) + -> [15: from_dict] [B:check] (branches=0) + -> [16: _send_qwen] [B:check] (branches=9) + -> [17: _repair_anthropic_history] [B:check] (branches=6) + -> [18: from_dict] [B:check] (branches=0) + -> [19: _pre_dispatch] [B:check] (branches=8) + -> [20: _save_config_to_disk] [B:check] (branches=1) + -> [21: from_dict] [B:check] (branches=0) + -> [22: from_dict] [B:check] (branches=0) + -> [23: from_dict] [B:check] (branches=0) -> [24: from_dict] [B:check] (branches=0) - -> [25: from_dict] [B:check] (branches=0) - -> [26: _strip_stale_file_refreshes] [B:check] (branches=12) - -> [27: _send_deepseek] [B:check] (branches=71) - -> [28: _add_bleed_derived] [B:check] (branches=0) - -> [29: from_dict] [B:check] (branches=0) - -> [30: build_markdown_no_history] [B:check] (branches=0) - -> [31: flat_config] [B:check] (branches=2) - -> [32: _send_llama_native] [B:check] (branches=12) - -> [33: ollama_chat] [B:check] (branches=3) - -> [34: _send_qwen] [B:check] (branches=9) - -> [35: _on_comms_entry] [B:check] (branches=32) + -> [25: _strip_stale_file_refreshes] [B:check] (branches=12) + -> [26: run] [B:check] (branches=1) + -> [27: _send_anthropic] [B:is None?] (branches=40) [N:safe] + -> [28: _invalidate_token_estimate] [B:check] (branches=0) + -> [29: _add_bleed_derived] [B:check] (branches=0) + -> [30: _start_track_logic_result] [B:check] (branches=10) + -> [31: entry_to_str] [B:check] (branches=3) + -> [32: ollama_chat] [B:check] (branches=3) + -> [33: _trim_anthropic_history] [B:check] (branches=13) + -> [34: _offload_entry_payload] [B:check] (branches=10) + -> [35: from_dict] [B:check] (branches=0) -> [36: from_dict] [B:check] (branches=0) -> [37: from_dict] [B:check] (branches=0) - -> [38: _repair_deepseek_history] [B:check] (branches=6) - -> [39: from_dict] [B:check] (branches=0) - -> [40: from_dict] [B:check] (branches=0) - -> [41: _execute_single_tool_call_async] [B:is None?] (branches=15) [N:safe] + -> [38: send] [B:check] (branches=19) + -> [39: _estimate_message_tokens] [B:is None?] (branches=9) [N:safe] + -> [40: _refresh_api_metrics] [B:is None?] (branches=11) [N:safe] + -> [41: _on_comms_entry] [B:check] (branches=32) -> [42: from_dict] [B:check] (branches=0) - -> [43: _repair_anthropic_history] [B:check] (branches=6) - -> [44: _strip_cache_controls] [B:check] (branches=4) - -> [45: run] [B:check] (branches=1) - -> [46: _save_config_to_disk] [B:check] (branches=1) - -> [47: _dashscope_call] [B:check] (branches=5) - -> [48: _start_track_logic_result] [B:check] (branches=10) - -> [49: from_dict] [B:check] (branches=0) - -> [50: _estimate_prompt_tokens] [B:check] (branches=2) - -> [51: _append_comms] [B:is None?] (branches=1) [N:safe] - -> [52: from_dict] [B:check] (branches=0) - -> [53: _estimate_message_tokens] [B:is None?] (branches=9) [N:safe] - -> [54: _add_history_cache_breakpoint] [B:check] (branches=5) - -> [55: _pre_dispatch] [B:check] (branches=8) + -> [43: _append_comms] [B:is None?] (branches=1) [N:safe] + -> [44: from_dict] [B:check] (branches=0) + -> [45: _repair_deepseek_history] [B:check] (branches=6) + -> [46: from_dict] [B:check] (branches=0) + -> [47: _add_history_cache_breakpoint] [B:check] (branches=5) + -> [48: _trim_minimax_history] [B:check] (branches=8) + -> [49: _send_gemini] [B:is None?] (branches=75) [N:safe] + -> [50: flat_config] [B:check] (branches=2) + -> [51: save_project] [B:is None?] (branches=7) [N:safe] + -> [52: build_markdown_no_history] [B:check] (branches=0) + -> [53: _execute_single_tool_call_async] [B:is None?] (branches=15) [N:safe] + -> [54: _send_llama_native] [B:check] (branches=12) + -> [55: _strip_private_keys] [B:check] (branches=0) -> [56: from_dict] [B:check] (branches=0) - -> [57: _build_files_section_from_items] [B:is None?] (branches=5) [N:safe] - -> [58: _trim_minimax_history] [B:check] (branches=8) - -> [59: _refresh_api_metrics] [B:is None?] (branches=11) [N:safe] - -> [60: _start_track_logic] [B:check] (branches=1) - -> [61: from_dict] [B:check] (branches=0) - -> [62: from_dict] [B:check] (branches=0) - -> [63: from_dict] [B:check] (branches=0) - -> [64: migrate_from_legacy_config] [B:check] (branches=2) - -> [65: _send_minimax] [B:check] (branches=11) - -> [66: send] [B:check] (branches=19) + -> [57: from_dict] [B:check] (branches=0) + -> [58: _send_minimax] [B:check] (branches=11) + -> [59: from_dict] [B:check] (branches=0) + -> [60: from_dict] [B:check] (branches=0) + -> [61: _repair_minimax_history] [B:check] (branches=10) + -> [62: _start_track_logic] [B:check] (branches=1) + -> [63: migrate_from_legacy_config] [B:check] (branches=2) + -> [64: _dashscope_call] [B:check] (branches=5) + -> [65: from_dict] [B:check] (branches=0) + -> [66: from_dict] [B:check] (branches=0) -> [T:done] ``` @@ -4853,8 +3573,8 @@ _... 23 more fields_ - **Nil Sentinel `[N]`**: Introduce a module-level `NIL_` sentinel whose field accesses return safe defaults. Replace None checks with the sentinel. Collapses 2^branch_count into ~1. - Effective codepaths: 40140116231395706750390 -> 40140116231395706750372 -- **Immediate-Mode Cache `[Q:key] -> [I:FetchCached] -> [T]`**: Introduce a `commslogentry_cache` keyed lookup. Consumers request by key, get cached value, no field-existence checks. Reduces 135 field-check branches to 1 cache lookup. - - Effective codepaths: 40140116231395706750390 -> 135 +- **Immediate-Mode Cache `[Q:key] -> [I:FetchCached] -> [T]`**: Introduce a `commslogentry_cache` keyed lookup. Consumers request by key, get cached value, no field-existence checks. Reduces 148 field-check branches to 1 cache lookup. + - Effective codepaths: 40140116231395706750390 -> 148 - **Generational Handles `[I:ResolveHandle] -> [B:Gen matches?] -> [N|safe]`**: Wrap the aggregate in a generational handle (index + generation). Validation is one comparison; mismatch returns the nil sentinel. Reduces N lifetime branches to 1 handle validation + sentinel return. - Effective codepaths: 40140116231395706750390 -> 66 @@ -4881,13 +3601,13 @@ _... 23 more fields_ ## Type alias coverage -**Summary:** 135 sites; 0 typed (0%); 135 untyped (100%) +**Summary:** 148 sites; 0 typed (0%); 148 untyped (100%) | metric | value | |---|---| -| total field-access sites | 135 | +| total field-access sites | 148 | | typed sites (canonical field) | 0 | -| untyped sites (wildcard) | 135 | +| untyped sites (wildcard) | 148 | ## Cross-audit findings @@ -4907,14 +3627,15 @@ _(no cross-audit findings mapped to this aggregate)_ | field | access count | access pattern | |---|---|---| -| `content` | 16 | hot | -| `marker` | 16 | hot | -| `get` | 7 | hot | -| `append` | 3 | hot | -| `pop` | 2 | used | -| `files` | 2 | used | -| `encode` | 1 | used | -| `discussion` | 1 | used | +| `content` | 15 | hot | +| `marker` | 15 | hot | +| `get` | 8 | hot | +| `pop` | 3 | hot | +| `append` | 2 | used | +| `config` | 2 | used | +| `session_usage` | 2 | used | +| `output` | 1 | used | +| `files` | 1 | used | | `estimated_prompt_tokens` | 1 | used | | `max_prompt_tokens` | 1 | used | | `utilization_pct` | 1 | used | @@ -4923,17 +3644,6 @@ _(no cross-audit findings mapped to this aggregate)_ | `sys_tokens` | 1 | used | | `tool_tokens` | 1 | used | | `history_tokens` | 1 | used | -| `local_ts` | 1 | used | -| `_offload_entry_payload` | 1 | used | -| `ui_auto_add_history` | 1 | used | -| `_pending_comms_lock` | 1 | used | -| `session_usage` | 1 | used | -| `_pending_history_adds_lock` | 1 | used | -| `_token_history` | 1 | used | -| `_pending_comms` | 1 | used | -| `_pending_history_adds` | 1 | used | -| `items` | 1 | used | -| `output` | 1 | used | | `ai_status` | 1 | used | | `context_files` | 1 | used | | `_pending_gui_tasks_lock` | 1 | used | @@ -4945,11 +3655,30 @@ _(no cross-audit findings mapped to this aggregate)_ | `active_discussion` | 1 | used | | `submit_io` | 1 | used | | `tracks` | 1 | used | -| `config` | 1 | used | | `mma_tier_usage` | 1 | used | | `_pending_gui_tasks` | 1 | used | | `mma_step_mode` | 1 | used | | `active_project_path` | 1 | used | +| `search` | 1 | used | +| `_est_tokens` | 1 | used | +| `latency` | 1 | used | +| `_recalculate_session_usage` | 1 | used | +| `_token_stats` | 1 | used | +| `_gemini_cache_text` | 1 | used | +| `vendor_quota` | 1 | used | +| `last_error` | 1 | used | +| `error` | 1 | used | +| `_update_cached_stats` | 1 | used | +| `usage` | 1 | used | +| `local_ts` | 1 | used | +| `_offload_entry_payload` | 1 | used | +| `ui_auto_add_history` | 1 | used | +| `_pending_comms_lock` | 1 | used | +| `_pending_history_adds_lock` | 1 | used | +| `_token_history` | 1 | used | +| `_pending_comms` | 1 | used | +| `_pending_history_adds` | 1 | used | +| `encode` | 1 | used | ## Optimization candidates @@ -4965,73 +3694,73 @@ CommsLogEntry: access_pattern=whole_struct, frequency=per_turn, struct_field_cou | function | pattern | field_accesses | confidence | |---|---|---|---| -| `src.ai_client._invalidate_token_estimate` | `whole_struct` | `pop`=1 | high | +| `src.ai_client._send_llama` | `whole_struct` | | low | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client._strip_cache_controls` | `whole_struct` | | low | +| `src.ai_client._estimate_prompt_tokens` | `whole_struct` | | low | +| `src.aggregate.build_tier3_context` | `whole_struct` | | low | +| `src.project_manager.format_discussion` | `whole_struct` | | low | +| `src.ai_client._send_grok` | `whole_struct` | | low | +| `src.ai_client._create_gemini_cache_result` | `whole_struct` | | low | +| `src.ai_client._send_deepseek` | `whole_struct` | | low | +| `src.ai_client._send_gemini_cli` | `whole_struct` | | low | +| `src.aggregate._build_files_section_from_items` | `whole_struct` | | low | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.aggregate.build_markdown_from_items` | `whole_struct` | | low | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._create_gemini_cache_result` | `whole_struct` | | low | -| `src.ai_client._send_grok` | `whole_struct` | | low | -| `src.ai_client._strip_private_keys` | `whole_struct` | | low | +| `src.ai_client._send_qwen` | `whole_struct` | | low | +| `src.ai_client._repair_anthropic_history` | `whole_struct` | `append`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._send_gemini_cli` | `whole_struct` | | low | +| `src.ai_client._pre_dispatch` | `whole_struct` | | low | +| `src.models._save_config_to_disk` | `whole_struct` | | low | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._send_gemini` | `whole_struct` | `encode`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._send_anthropic` | `whole_struct` | | low | -| `src.project_manager.save_project` | `mixed` | `discussion`=2, `files`=3 | high | -| `src.ai_client._trim_anthropic_history` | `whole_struct` | `pop`=5 | high | -| `src.ai_client._send_llama` | `whole_struct` | | low | -| `src.aggregate.build_tier3_context` | `whole_struct` | | low | -| `src.app_controller._offload_entry_payload` | `whole_struct` | | low | -| `src.project_manager.format_discussion` | `whole_struct` | | low | -| `src.project_manager.entry_to_str` | `whole_struct` | `get`=4 | high | -| `src.ai_client._repair_minimax_history` | `whole_struct` | `append`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.ai_client._strip_stale_file_refreshes` | `whole_struct` | | low | -| `src.ai_client._send_deepseek` | `whole_struct` | | low | +| `src.aggregate.run` | `field_by_field` | `output`=1, `files`=2, `get`=7 | high | +| `src.ai_client._send_anthropic` | `whole_struct` | | low | +| `src.ai_client._invalidate_token_estimate` | `whole_struct` | `pop`=1 | high | | `src.ai_client._add_bleed_derived` | `field_by_field` | `estimated_prompt_tokens`=1, `max_prompt_tokens`=1, `utilization_pct`=1, `headroom`=1, `would_trim`=1, `sys_tokens`=1, `tool_tokens`=1, `history_tokens`=1, `get`=3 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.aggregate.build_markdown_no_history` | `whole_struct` | | low | -| `src.project_manager.flat_config` | `whole_struct` | `get`=7 | high | -| `src.ai_client._send_llama_native` | `whole_struct` | | low | +| `src.app_controller._start_track_logic_result` | `field_by_field` | `ai_status`=4, `context_files`=1, `get`=3, `_pending_gui_tasks_lock`=2, `_topological_sort_tickets_result`=1, `active_project_root`=1, `event_queue`=1, `engines`=1, `project`=1, `active_discussion`=1 (+7 more) | high | +| `src.project_manager.entry_to_str` | `whole_struct` | `get`=4 | high | | `src.ai_client.ollama_chat` | `whole_struct` | | low | -| `src.ai_client._send_qwen` | `whole_struct` | | low | +| `src.ai_client._trim_anthropic_history` | `whole_struct` | `pop`=5 | high | +| `src.app_controller._offload_entry_payload` | `whole_struct` | | low | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client.send` | `mixed` | `config`=1, `search`=1 | high | +| `src.ai_client._estimate_message_tokens` | `mixed` | `_est_tokens`=1, `get`=2 | high | +| `src.app_controller._refresh_api_metrics` | `field_by_field` | `latency`=1, `_recalculate_session_usage`=1, `_token_stats`=1, `get`=2, `_gemini_cache_text`=1, `vendor_quota`=1, `last_error`=1, `error`=2, `_update_cached_stats`=1, `session_usage`=2 (+1 more) | high | | `src.app_controller._on_comms_entry` | `field_by_field` | `local_ts`=1, `_offload_entry_payload`=1, `get`=7, `ui_auto_add_history`=3, `_pending_comms_lock`=1, `session_usage`=5, `_pending_history_adds_lock`=4, `_token_history`=1, `_pending_comms`=1, `_pending_history_adds`=4 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client._append_comms` | `whole_struct` | | low | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.ai_client._repair_deepseek_history` | `whole_struct` | `append`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._execute_single_tool_call_async` | `mixed` | `get`=2, `items`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._repair_anthropic_history` | `whole_struct` | `append`=1 | high | -| `src.ai_client._strip_cache_controls` | `whole_struct` | | low | -| `src.aggregate.run` | `field_by_field` | `output`=1, `files`=2, `get`=7 | high | -| `src.models._save_config_to_disk` | `whole_struct` | | low | -| `src.ai_client._dashscope_call` | `whole_struct` | | low | -| `src.app_controller._start_track_logic_result` | `field_by_field` | `ai_status`=4, `context_files`=1, `get`=3, `_pending_gui_tasks_lock`=2, `_topological_sort_tickets_result`=1, `active_project_root`=1, `event_queue`=1, `engines`=1, `project`=1, `active_discussion`=1 (+7 more) | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._estimate_prompt_tokens` | `whole_struct` | | low | +| `src.ai_client._add_history_cache_breakpoint` | `whole_struct` | | low | +| `src.ai_client._trim_minimax_history` | `whole_struct` | `pop`=4 | high | +| `src.ai_client._send_gemini` | `whole_struct` | `encode`=1 | high | +| `src.project_manager.flat_config` | `whole_struct` | `get`=7 | high | ### Frequency evidence | function | frequency | source | note | |---|---|---|---| -| `src.ai_client._extract_dashscope_tool_calls` | `per_turn` | `static_analysis` | producer from src\ai_client.py | -| `src.api_hook_client.get_warmup_wait` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py | -| `src.app_controller.wait` | `per_turn` | `static_analysis` | producer from src\app_controller.py | -| `src.ai_client._dashscope_call` | `per_turn` | `static_analysis` | producer from src\ai_client.py | -| `src.app_controller._pending_mma_spawn` | `per_turn` | `static_analysis` | producer from src\app_controller.py | +| `src.app_controller._api_get_context` | `per_turn` | `static_analysis` | producer from src\app_controller.py | +| `src.ai_client.get_comms_log` | `per_turn` | `static_analysis` | producer from src\ai_client.py | +| `src.api_hook_client.post_project` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py | +| `src.api_hook_client.get_node_status` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py | +| `src.models.to_dict` | `per_turn` | `static_analysis` | producer from src\models.py | --- -### 4.7 FileItem +### 5.5 FileItem **Aggregate kind:** typealias **Memory dim:** curation @@ -5056,274 +3785,274 @@ CommsLogEntry: access_pattern=whole_struct, frequency=per_turn, struct_field_cou ### `src\ai_client.py` (16 producers) -- `src.ai_client._extract_dashscope_tool_calls` (line 2754) -- `src.ai_client._dashscope_call` (line 2716) -- `src.ai_client._strip_private_keys` (line 1464) -- `src.ai_client._parse_tool_args_result` (line 741) -- `src.ai_client._build_chunked_context_blocks` (line 1281) -- `src.ai_client._get_anthropic_tools` (line 664) -- `src.ai_client._get_deepseek_tools` (line 1194) -- `src.ai_client._pre_dispatch` (line 2089) -- `src.ai_client.get_gemini_cache_stats` (line 1604) -- `src.ai_client._load_credentials` (line 282) -- `src.ai_client.get_token_stats` (line 3185) -- `src.ai_client.ollama_chat` (line 2938) - `src.ai_client.get_comms_log` (line 273) -- `src.ai_client._content_block_to_dict` (line 1200) +- `src.ai_client._parse_tool_args_result` (line 741) +- `src.ai_client._get_anthropic_tools` (line 664) +- `src.ai_client._dashscope_call` (line 2716) +- `src.ai_client._pre_dispatch` (line 2089) +- `src.ai_client.ollama_chat` (line 2938) +- `src.ai_client._load_credentials` (line 282) +- `src.ai_client._strip_private_keys` (line 1464) +- `src.ai_client.get_token_stats` (line 3185) - `src.ai_client._add_bleed_derived` (line 3332) - `src.ai_client._send_cli_round_result` (line 1746) +- `src.ai_client._extract_dashscope_tool_calls` (line 2754) +- `src.ai_client.get_gemini_cache_stats` (line 1604) +- `src.ai_client._get_deepseek_tools` (line 1194) +- `src.ai_client._content_block_to_dict` (line 1200) +- `src.ai_client._build_chunked_context_blocks` (line 1281) ### `src\api_hook_client.py` (39 producers) -- `src.api_hook_client.get_warmup_wait` (line 332) -- `src.api_hook_client.wait_for_event` (line 136) -- `src.api_hook_client.clear_events` (line 129) -- `src.api_hook_client.get_warmup_status` (line 325) -- `src.api_hook_client.get_project` (line 367) -- `src.api_hook_client.get_mma_workers` (line 546) -- `src.api_hook_client.reject_patch` (line 288) -- `src.api_hook_client.get_gui_state` (line 165) -- `src.api_hook_client.get_events` (line 124) - `src.api_hook_client.post_project` (line 473) -- `src.api_hook_client.get_session` (line 502) -- `src.api_hook_client.get_io_pool_status` (line 420) -- `src.api_hook_client.trigger_patch` (line 274) +- `src.api_hook_client.get_node_status` (line 532) +- `src.api_hook_client.click` (line 223) +- `src.api_hook_client.get_startup_timeline` (line 353) +- `src.api_hook_client.select_tab` (line 263) +- `src.api_hook_client.reject_patch` (line 288) +- `src.api_hook_client.clear_events` (line 129) +- `src.api_hook_client.post_gui` (line 149) +- `src.api_hook_client.get_warmup_status` (line 325) +- `src.api_hook_client.select_list_item` (line 256) - `src.api_hook_client.get_gui_health` (line 434) +- `src.api_hook_client.wait_for_event` (line 136) +- `src.api_hook_client.post_project` (line 470) +- `src.api_hook_client.apply_patch` (line 281) +- `src.api_hook_client.get_project_switch_status` (line 374) +- `src.api_hook_client.get_io_pool_status` (line 420) +- `src.api_hook_client.get_financial_metrics` (line 520) +- `src.api_hook_client.drag` (line 230) +- `src.api_hook_client.get_warmup_canaries` (line 342) +- `src.api_hook_client.get_gui_diagnostics` (line 311) +- `src.api_hook_client.trigger_patch` (line 274) +- `src.api_hook_client.get_project` (line 367) +- `src.api_hook_client.get_events` (line 124) +- `src.api_hook_client.get_warmup_wait` (line 332) +- `src.api_hook_client.set_value` (line 212) +- `src.api_hook_client.get_mma_status` (line 539) +- `src.api_hook_client.post_session` (line 117) +- `src.api_hook_client.wait_for_project_switch` (line 389) +- `src.api_hook_client.get_performance` (line 318) +- `src.api_hook_client.get_system_telemetry` (line 524) +- `src.api_hook_client.push_event` (line 156) +- `src.api_hook_client.get_gui_state` (line 165) +- `src.api_hook_client._make_request` (line 65) - `src.api_hook_client.get_status` (line 105) - `src.api_hook_client.get_context_state` (line 491) -- `src.api_hook_client.set_value` (line 212) -- `src.api_hook_client.post_gui` (line 149) -- `src.api_hook_client.get_gui_diagnostics` (line 311) -- `src.api_hook_client.get_mma_status` (line 539) -- `src.api_hook_client.get_startup_timeline` (line 353) -- `src.api_hook_client.get_node_status` (line 532) -- `src.api_hook_client.get_performance` (line 318) -- `src.api_hook_client.post_session` (line 117) -- `src.api_hook_client.push_event` (line 156) -- `src.api_hook_client.get_warmup_canaries` (line 342) -- `src.api_hook_client.drag` (line 230) -- `src.api_hook_client.apply_patch` (line 281) -- `src.api_hook_client.post_project` (line 470) -- `src.api_hook_client.get_patch_status` (line 295) -- `src.api_hook_client.wait_for_project_switch` (line 389) -- `src.api_hook_client.click` (line 223) -- `src.api_hook_client.select_list_item` (line 256) -- `src.api_hook_client.get_project_switch_status` (line 374) -- `src.api_hook_client.get_system_telemetry` (line 524) -- `src.api_hook_client._make_request` (line 65) -- `src.api_hook_client.select_tab` (line 263) +- `src.api_hook_client.get_session` (line 502) +- `src.api_hook_client.get_mma_workers` (line 546) - `src.api_hook_client.right_click` (line 237) -- `src.api_hook_client.get_financial_metrics` (line 520) +- `src.api_hook_client.get_patch_status` (line 295) ### `src\app_controller.py` (30 producers) -- `src.app_controller.wait` (line 5205) -- `src.app_controller._pending_mma_spawn` (line 2772) -- `src.app_controller._offload_entry_payload` (line 4240) -- `src.app_controller._api_get_diagnostics` (line 202) -- `src.app_controller.get_gui_state` (line 2829) -- `src.app_controller.load_config` (line 5142) -- `src.app_controller._api_get_session` (line 374) -- `src.app_controller._api_pending_actions` (line 335) -- `src.app_controller.get_context` (line 2892) -- `src.app_controller.token_stats` (line 2898) -- `src.app_controller._api_get_api_project` (line 188) - `src.app_controller._api_get_context` (line 398) -- `src.app_controller._api_token_stats` (line 417) -- `src.app_controller.get_mma_status` (line 2835) -- `src.app_controller._api_get_performance` (line 195) - `src.app_controller._api_get_api_session` (line 170) -- `src.app_controller._api_get_gui_state` (line 123) -- `src.app_controller.get_performance` (line 2856) -- `src.app_controller.pending_actions` (line 2874) -- `src.app_controller.status` (line 2865) -- `src.app_controller._api_get_mma_status` (line 144) -- `src.app_controller.generate` (line 2868) -- `src.app_controller.get_api_project` (line 2853) -- `src.app_controller._api_status` (line 209) -- `src.app_controller._api_generate` (line 221) -- `src.app_controller.get_session` (line 2883) -- `src.app_controller.get_diagnostics` (line 2862) -- `src.app_controller.get_session_insights` (line 3049) -- `src.app_controller._pending_mma_approval` (line 2776) - `src.app_controller.get_api_session` (line 2847) +- `src.app_controller._api_get_gui_state` (line 123) +- `src.app_controller.get_api_project` (line 2853) +- `src.app_controller._api_get_performance` (line 195) +- `src.app_controller._offload_entry_payload` (line 4240) +- `src.app_controller.get_gui_state` (line 2829) +- `src.app_controller.get_performance` (line 2856) +- `src.app_controller._api_status` (line 209) +- `src.app_controller._api_get_mma_status` (line 144) +- `src.app_controller.get_mma_status` (line 2835) +- `src.app_controller._pending_mma_spawn` (line 2772) +- `src.app_controller.get_diagnostics` (line 2862) +- `src.app_controller._api_pending_actions` (line 335) +- `src.app_controller._api_token_stats` (line 417) +- `src.app_controller.wait` (line 5205) +- `src.app_controller.pending_actions` (line 2874) +- `src.app_controller.load_config` (line 5142) +- `src.app_controller._pending_mma_approval` (line 2776) +- `src.app_controller._api_get_diagnostics` (line 202) +- `src.app_controller.get_context` (line 2892) +- `src.app_controller.get_session` (line 2883) +- `src.app_controller._api_get_api_project` (line 188) +- `src.app_controller.get_session_insights` (line 3049) +- `src.app_controller._api_get_session` (line 374) +- `src.app_controller.token_stats` (line 2898) +- `src.app_controller._api_generate` (line 221) +- `src.app_controller.status` (line 2865) +- `src.app_controller.generate` (line 2868) ### `src\models.py` (23 producers) -- `src.models.to_dict` (line 646) -- `src.models.to_dict` (line 406) -- `src.models.to_dict` (line 855) -- `src.models.to_dict` (line 938) -- `src.models.to_dict` (line 1059) -- `src.models.parse_history_entries` (line 214) +- `src.models.to_dict` (line 288) - `src.models.to_dict` (line 794) -- `src.models.to_dict` (line 1000) -- `src.models.to_dict` (line 672) -- `src.models.to_dict` (line 355) -- `src.models.to_dict` (line 486) - `src.models.to_dict` (line 913) - `src.models.to_dict` (line 596) -- `src.models.to_dict` (line 886) +- `src.models.to_dict` (line 701) - `src.models.to_dict` (line 558) -- `src.models._load_config_from_disk` (line 186) - `src.models.to_dict` (line 441) - `src.models.to_dict` (line 1024) -- `src.models.to_dict` (line 971) -- `src.models.to_dict` (line 288) - `src.models.to_dict` (line 737) +- `src.models.to_dict` (line 486) - `src.models.to_dict` (line 618) -- `src.models.to_dict` (line 701) +- `src.models.to_dict` (line 886) +- `src.models.to_dict` (line 971) +- `src.models._load_config_from_disk` (line 186) +- `src.models.to_dict` (line 406) +- `src.models.to_dict` (line 646) +- `src.models.to_dict` (line 672) +- `src.models.to_dict` (line 355) +- `src.models.to_dict` (line 1059) +- `src.models.to_dict` (line 855) +- `src.models.to_dict` (line 1000) +- `src.models.parse_history_entries` (line 214) +- `src.models.to_dict` (line 938) ### `src\project_manager.py` (8 producers) -- `src.project_manager.get_all_tracks` (line 342) - `src.project_manager.load_history` (line 209) - `src.project_manager.str_to_entry` (line 75) +- `src.project_manager.load_project` (line 186) +- `src.project_manager.default_discussion` (line 117) - `src.project_manager.default_project` (line 123) - `src.project_manager.migrate_from_legacy_config` (line 253) - `src.project_manager.flat_config` (line 267) -- `src.project_manager.load_project` (line 186) -- `src.project_manager.default_discussion` (line 117) +- `src.project_manager.get_all_tracks` (line 342) ## Consumers (66) ### `src\aggregate.py` (5 consumers) -- `src.aggregate.build_markdown_from_items` (line 348) - `src.aggregate.build_tier3_context` (line 382) -- `src.aggregate.build_markdown_no_history` (line 366) -- `src.aggregate.run` (line 479) - `src.aggregate._build_files_section_from_items` (line 300) +- `src.aggregate.build_markdown_from_items` (line 348) +- `src.aggregate.run` (line 479) +- `src.aggregate.build_markdown_no_history` (line 366) ### `src\ai_client.py` (29 consumers) -- `src.ai_client._invalidate_token_estimate` (line 1240) -- `src.ai_client._create_gemini_cache_result` (line 1706) -- `src.ai_client._send_grok` (line 2530) -- `src.ai_client._strip_private_keys` (line 1464) -- `src.ai_client._send_gemini_cli` (line 2019) -- `src.ai_client._send_gemini` (line 1802) -- `src.ai_client._send_anthropic` (line 1405) -- `src.ai_client._trim_anthropic_history` (line 1353) - `src.ai_client._send_llama` (line 2858) -- `src.ai_client._repair_minimax_history` (line 2462) -- `src.ai_client._strip_stale_file_refreshes` (line 1253) -- `src.ai_client._send_deepseek` (line 2165) -- `src.ai_client._add_bleed_derived` (line 3332) -- `src.ai_client._send_llama_native` (line 2958) -- `src.ai_client.ollama_chat` (line 2938) -- `src.ai_client._send_qwen` (line 2773) -- `src.ai_client._repair_deepseek_history` (line 2138) -- `src.ai_client._execute_single_tool_call_async` (line 945) -- `src.ai_client._repair_anthropic_history` (line 1381) - `src.ai_client._strip_cache_controls` (line 1291) -- `src.ai_client._dashscope_call` (line 2716) - `src.ai_client._estimate_prompt_tokens` (line 1243) -- `src.ai_client._append_comms` (line 257) -- `src.ai_client._estimate_message_tokens` (line 1218) -- `src.ai_client._add_history_cache_breakpoint` (line 1299) +- `src.ai_client._send_grok` (line 2530) +- `src.ai_client._create_gemini_cache_result` (line 1706) +- `src.ai_client._send_deepseek` (line 2165) +- `src.ai_client._send_gemini_cli` (line 2019) +- `src.ai_client._send_qwen` (line 2773) +- `src.ai_client._repair_anthropic_history` (line 1381) - `src.ai_client._pre_dispatch` (line 2089) -- `src.ai_client._trim_minimax_history` (line 2482) -- `src.ai_client._send_minimax` (line 2616) +- `src.ai_client._strip_stale_file_refreshes` (line 1253) +- `src.ai_client._send_anthropic` (line 1405) +- `src.ai_client._invalidate_token_estimate` (line 1240) +- `src.ai_client._add_bleed_derived` (line 3332) +- `src.ai_client.ollama_chat` (line 2938) +- `src.ai_client._trim_anthropic_history` (line 1353) - `src.ai_client.send` (line 3208) +- `src.ai_client._estimate_message_tokens` (line 1218) +- `src.ai_client._append_comms` (line 257) +- `src.ai_client._repair_deepseek_history` (line 2138) +- `src.ai_client._add_history_cache_breakpoint` (line 1299) +- `src.ai_client._trim_minimax_history` (line 2482) +- `src.ai_client._send_gemini` (line 1802) +- `src.ai_client._execute_single_tool_call_async` (line 945) +- `src.ai_client._send_llama_native` (line 2958) +- `src.ai_client._strip_private_keys` (line 1464) +- `src.ai_client._send_minimax` (line 2616) +- `src.ai_client._repair_minimax_history` (line 2462) +- `src.ai_client._dashscope_call` (line 2716) ### `src\app_controller.py` (5 consumers) -- `src.app_controller._offload_entry_payload` (line 4240) -- `src.app_controller._on_comms_entry` (line 4282) - `src.app_controller._start_track_logic_result` (line 4728) +- `src.app_controller._offload_entry_payload` (line 4240) - `src.app_controller._refresh_api_metrics` (line 3074) +- `src.app_controller._on_comms_entry` (line 4282) - `src.app_controller._start_track_logic` (line 4721) ### `src\models.py` (22 consumers) -- `src.models.from_dict` (line 920) -- `src.models.from_dict` (line 603) -- `src.models.from_dict` (line 506) -- `src.models.from_dict` (line 814) -- `src.models.from_dict` (line 893) -- `src.models.from_dict` (line 378) - `src.models.from_dict` (line 1038) - `src.models.from_dict` (line 1007) -- `src.models.from_dict` (line 747) -- `src.models.from_dict` (line 683) -- `src.models.from_dict` (line 712) - `src.models.from_dict` (line 866) -- `src.models.from_dict` (line 454) -- `src.models.from_dict` (line 575) -- `src.models.from_dict` (line 630) +- `src.models.from_dict` (line 712) +- `src.models.from_dict` (line 747) - `src.models._save_config_to_disk` (line 199) +- `src.models.from_dict` (line 575) +- `src.models.from_dict` (line 683) +- `src.models.from_dict` (line 630) +- `src.models.from_dict` (line 454) - `src.models.from_dict` (line 949) - `src.models.from_dict` (line 982) -- `src.models.from_dict` (line 295) -- `src.models.from_dict` (line 416) -- `src.models.from_dict` (line 656) - `src.models.from_dict` (line 1072) +- `src.models.from_dict` (line 295) +- `src.models.from_dict` (line 656) +- `src.models.from_dict` (line 416) +- `src.models.from_dict` (line 603) +- `src.models.from_dict` (line 920) +- `src.models.from_dict` (line 814) +- `src.models.from_dict` (line 506) +- `src.models.from_dict` (line 893) +- `src.models.from_dict` (line 378) ### `src\project_manager.py` (5 consumers) -- `src.project_manager.save_project` (line 229) - `src.project_manager.format_discussion` (line 69) - `src.project_manager.entry_to_str` (line 49) - `src.project_manager.flat_config` (line 267) +- `src.project_manager.save_project` (line 229) - `src.project_manager.migrate_from_legacy_config` (line 253) ## Field access matrix -| consumer | _offload_entry_payload | _pending_comms | _pending_comms_lock | _pending_gui_tasks | _pending_gui_tasks_lock | _pending_history_adds | _pending_history_adds_lock | _token_history | _topological_sort_tickets_result | active_discussion | active_project_path | active_project_root | ai_status | append | config | content | context_files | discussion | encode | engines | +| consumer | _est_tokens | _gemini_cache_text | _offload_entry_payload | _pending_comms | _pending_comms_lock | _pending_gui_tasks | _pending_gui_tasks_lock | _pending_history_adds | _pending_history_adds_lock | _recalculate_session_usage | _token_history | _token_stats | _topological_sort_tickets_result | _update_cached_stats | active_discussion | active_project_path | active_project_root | ai_status | append | config | |---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---| -| `_invalidate_token_estimate` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `build_markdown_from_items` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_create_gemini_cache_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_grok` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_strip_private_keys` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_send_gemini_cli` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_send_gemini` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_send_anthropic` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `save_project` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 2 | . | . | -| `_trim_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | | `_send_llama` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `build_tier3_context` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_offload_entry_payload` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `format_discussion` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `entry_to_str` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_repair_minimax_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_strip_stale_file_refreshes` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_deepseek` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_add_bleed_derived` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `build_markdown_no_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `flat_config` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_llama_native` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `ollama_chat` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_qwen` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_on_comms_entry` | 1 | 1 | 1 | . | . | 4 | 4 | 1 | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_repair_deepseek_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_execute_single_tool_call_async` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_repair_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | | `_strip_cache_controls` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `run` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_save_config_to_disk` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_dashscope_call` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_start_track_logic_result` | . | . | . | 2 | 2 | . | . | . | 1 | 1 | 1 | 1 | 4 | . | 1 | . | 1 | . | . | 1 | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | | `_estimate_prompt_tokens` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `build_tier3_context` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `format_discussion` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_grok` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_create_gemini_cache_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_deepseek` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_gemini_cli` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_build_files_section_from_items` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `build_markdown_from_items` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_qwen` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_repair_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_pre_dispatch` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_save_config_to_disk` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_strip_stale_file_refreshes` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `run` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_anthropic` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_invalidate_token_estimate` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_add_bleed_derived` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_start_track_logic_result` | . | . | . | . | . | 2 | 2 | . | . | . | . | . | 1 | . | 1 | 1 | 1 | 4 | . | 1 | +| `entry_to_str` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `ollama_chat` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_trim_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_offload_entry_payload` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `send` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | +| `_estimate_message_tokens` | 1 | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_refresh_api_metrics` | . | 1 | . | . | . | . | . | . | . | 1 | . | 1 | . | 1 | . | . | . | . | . | . | +| `_on_comms_entry` | . | . | 1 | 1 | 1 | . | . | 4 | 4 | . | 1 | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_append_comms` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_repair_deepseek_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_add_history_cache_breakpoint` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_trim_minimax_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_gemini` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `flat_config` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -_... 23 more fields_ +_... 32 more fields_ ## Access pattern @@ -5333,79 +4062,79 @@ _... 23 more fields_ **Per-function pattern distribution:** - `whole_struct`: 28 functions (56%) -- `mixed`: 18 functions (36%) -- `field_by_field`: 4 functions (8%) +- `mixed`: 17 functions (34%) +- `field_by_field`: 5 functions (10%) ## SSDL Sketch for `FileItem` ``` [Q:FileItem entry-point] -> [Q:PCG lookup] - -> [1: _invalidate_token_estimate] [B:check] (branches=0) + -> [1: _send_llama] [B:check] (branches=13) -> [2: from_dict] [B:check] (branches=0) - -> [3: build_markdown_from_items] [B:check] (branches=9) - -> [4: from_dict] [B:check] (branches=0) - -> [5: _create_gemini_cache_result] [B:check] (branches=3) - -> [6: _send_grok] [B:check] (branches=14) - -> [7: _strip_private_keys] [B:check] (branches=0) - -> [8: from_dict] [B:check] (branches=0) - -> [9: _send_gemini_cli] [B:is None?] (branches=23) [N:safe] - -> [10: from_dict] [B:check] (branches=0) - -> [11: from_dict] [B:check] (branches=0) - -> [12: _send_gemini] [B:is None?] (branches=75) [N:safe] + -> [3: _strip_cache_controls] [B:check] (branches=4) + -> [4: _estimate_prompt_tokens] [B:check] (branches=2) + -> [5: build_tier3_context] [B:check] (branches=50) + -> [6: format_discussion] [B:check] (branches=0) + -> [7: _send_grok] [B:check] (branches=14) + -> [8: _create_gemini_cache_result] [B:check] (branches=3) + -> [9: _send_deepseek] [B:check] (branches=71) + -> [10: _send_gemini_cli] [B:is None?] (branches=23) [N:safe] + -> [11: _build_files_section_from_items] [B:is None?] (branches=5) [N:safe] + -> [12: from_dict] [B:check] (branches=0) -> [13: from_dict] [B:check] (branches=0) - -> [14: from_dict] [B:check] (branches=0) - -> [15: _send_anthropic] [B:is None?] (branches=40) [N:safe] - -> [16: save_project] [B:is None?] (branches=7) [N:safe] - -> [17: _trim_anthropic_history] [B:check] (branches=13) - -> [18: _send_llama] [B:check] (branches=13) - -> [19: build_tier3_context] [B:check] (branches=50) - -> [20: _offload_entry_payload] [B:check] (branches=10) - -> [21: format_discussion] [B:check] (branches=0) - -> [22: entry_to_str] [B:check] (branches=3) - -> [23: _repair_minimax_history] [B:check] (branches=10) + -> [14: build_markdown_from_items] [B:check] (branches=9) + -> [15: from_dict] [B:check] (branches=0) + -> [16: _send_qwen] [B:check] (branches=9) + -> [17: _repair_anthropic_history] [B:check] (branches=6) + -> [18: from_dict] [B:check] (branches=0) + -> [19: _pre_dispatch] [B:check] (branches=8) + -> [20: _save_config_to_disk] [B:check] (branches=1) + -> [21: from_dict] [B:check] (branches=0) + -> [22: from_dict] [B:check] (branches=0) + -> [23: from_dict] [B:check] (branches=0) -> [24: from_dict] [B:check] (branches=0) - -> [25: from_dict] [B:check] (branches=0) - -> [26: _strip_stale_file_refreshes] [B:check] (branches=12) - -> [27: _send_deepseek] [B:check] (branches=71) - -> [28: _add_bleed_derived] [B:check] (branches=0) - -> [29: from_dict] [B:check] (branches=0) - -> [30: build_markdown_no_history] [B:check] (branches=0) - -> [31: flat_config] [B:check] (branches=2) - -> [32: _send_llama_native] [B:check] (branches=12) - -> [33: ollama_chat] [B:check] (branches=3) - -> [34: _send_qwen] [B:check] (branches=9) - -> [35: _on_comms_entry] [B:check] (branches=32) + -> [25: _strip_stale_file_refreshes] [B:check] (branches=12) + -> [26: run] [B:check] (branches=1) + -> [27: _send_anthropic] [B:is None?] (branches=40) [N:safe] + -> [28: _invalidate_token_estimate] [B:check] (branches=0) + -> [29: _add_bleed_derived] [B:check] (branches=0) + -> [30: _start_track_logic_result] [B:check] (branches=10) + -> [31: entry_to_str] [B:check] (branches=3) + -> [32: ollama_chat] [B:check] (branches=3) + -> [33: _trim_anthropic_history] [B:check] (branches=13) + -> [34: _offload_entry_payload] [B:check] (branches=10) + -> [35: from_dict] [B:check] (branches=0) -> [36: from_dict] [B:check] (branches=0) -> [37: from_dict] [B:check] (branches=0) - -> [38: _repair_deepseek_history] [B:check] (branches=6) - -> [39: from_dict] [B:check] (branches=0) - -> [40: from_dict] [B:check] (branches=0) - -> [41: _execute_single_tool_call_async] [B:is None?] (branches=15) [N:safe] + -> [38: send] [B:check] (branches=19) + -> [39: _estimate_message_tokens] [B:is None?] (branches=9) [N:safe] + -> [40: _refresh_api_metrics] [B:is None?] (branches=11) [N:safe] + -> [41: _on_comms_entry] [B:check] (branches=32) -> [42: from_dict] [B:check] (branches=0) - -> [43: _repair_anthropic_history] [B:check] (branches=6) - -> [44: _strip_cache_controls] [B:check] (branches=4) - -> [45: run] [B:check] (branches=1) - -> [46: _save_config_to_disk] [B:check] (branches=1) - -> [47: _dashscope_call] [B:check] (branches=5) - -> [48: _start_track_logic_result] [B:check] (branches=10) - -> [49: from_dict] [B:check] (branches=0) - -> [50: _estimate_prompt_tokens] [B:check] (branches=2) - -> [51: _append_comms] [B:is None?] (branches=1) [N:safe] - -> [52: from_dict] [B:check] (branches=0) - -> [53: _estimate_message_tokens] [B:is None?] (branches=9) [N:safe] - -> [54: _add_history_cache_breakpoint] [B:check] (branches=5) - -> [55: _pre_dispatch] [B:check] (branches=8) + -> [43: _append_comms] [B:is None?] (branches=1) [N:safe] + -> [44: from_dict] [B:check] (branches=0) + -> [45: _repair_deepseek_history] [B:check] (branches=6) + -> [46: from_dict] [B:check] (branches=0) + -> [47: _add_history_cache_breakpoint] [B:check] (branches=5) + -> [48: _trim_minimax_history] [B:check] (branches=8) + -> [49: _send_gemini] [B:is None?] (branches=75) [N:safe] + -> [50: flat_config] [B:check] (branches=2) + -> [51: save_project] [B:is None?] (branches=7) [N:safe] + -> [52: build_markdown_no_history] [B:check] (branches=0) + -> [53: _execute_single_tool_call_async] [B:is None?] (branches=15) [N:safe] + -> [54: _send_llama_native] [B:check] (branches=12) + -> [55: _strip_private_keys] [B:check] (branches=0) -> [56: from_dict] [B:check] (branches=0) - -> [57: _build_files_section_from_items] [B:is None?] (branches=5) [N:safe] - -> [58: _trim_minimax_history] [B:check] (branches=8) - -> [59: _refresh_api_metrics] [B:is None?] (branches=11) [N:safe] - -> [60: _start_track_logic] [B:check] (branches=1) - -> [61: from_dict] [B:check] (branches=0) - -> [62: from_dict] [B:check] (branches=0) - -> [63: from_dict] [B:check] (branches=0) - -> [64: migrate_from_legacy_config] [B:check] (branches=2) - -> [65: _send_minimax] [B:check] (branches=11) - -> [66: send] [B:check] (branches=19) + -> [57: from_dict] [B:check] (branches=0) + -> [58: _send_minimax] [B:check] (branches=11) + -> [59: from_dict] [B:check] (branches=0) + -> [60: from_dict] [B:check] (branches=0) + -> [61: _repair_minimax_history] [B:check] (branches=10) + -> [62: _start_track_logic] [B:check] (branches=1) + -> [63: migrate_from_legacy_config] [B:check] (branches=2) + -> [64: _dashscope_call] [B:check] (branches=5) + -> [65: from_dict] [B:check] (branches=0) + -> [66: from_dict] [B:check] (branches=0) -> [T:done] ``` @@ -5417,8 +4146,8 @@ _... 23 more fields_ - **Nil Sentinel `[N]`**: Introduce a module-level `NIL_` sentinel whose field accesses return safe defaults. Replace None checks with the sentinel. Collapses 2^branch_count into ~1. - Effective codepaths: 40140116231395706750390 -> 40140116231395706750372 -- **Immediate-Mode Cache `[Q:key] -> [I:FetchCached] -> [T]`**: Introduce a `fileitem_cache` keyed lookup. Consumers request by key, get cached value, no field-existence checks. Reduces 135 field-check branches to 1 cache lookup. - - Effective codepaths: 40140116231395706750390 -> 135 +- **Immediate-Mode Cache `[Q:key] -> [I:FetchCached] -> [T]`**: Introduce a `fileitem_cache` keyed lookup. Consumers request by key, get cached value, no field-existence checks. Reduces 148 field-check branches to 1 cache lookup. + - Effective codepaths: 40140116231395706750390 -> 148 - **Generational Handles `[I:ResolveHandle] -> [B:Gen matches?] -> [N|safe]`**: Wrap the aggregate in a generational handle (index + generation). Validation is one comparison; mismatch returns the nil sentinel. Reduces N lifetime branches to 1 handle validation + sentinel return. - Effective codepaths: 40140116231395706750390 -> 66 @@ -5445,13 +4174,13 @@ _... 23 more fields_ ## Type alias coverage -**Summary:** 135 sites; 0 typed (0%); 135 untyped (100%) +**Summary:** 148 sites; 0 typed (0%); 148 untyped (100%) | metric | value | |---|---| -| total field-access sites | 135 | +| total field-access sites | 148 | | typed sites (canonical field) | 0 | -| untyped sites (wildcard) | 135 | +| untyped sites (wildcard) | 148 | ## Cross-audit findings @@ -5471,14 +4200,15 @@ _(no cross-audit findings mapped to this aggregate)_ | field | access count | access pattern | |---|---|---| -| `content` | 16 | hot | -| `marker` | 16 | hot | -| `get` | 7 | hot | -| `append` | 3 | hot | -| `pop` | 2 | used | -| `files` | 2 | used | -| `encode` | 1 | used | -| `discussion` | 1 | used | +| `content` | 15 | hot | +| `marker` | 15 | hot | +| `get` | 8 | hot | +| `pop` | 3 | hot | +| `append` | 2 | used | +| `config` | 2 | used | +| `session_usage` | 2 | used | +| `output` | 1 | used | +| `files` | 1 | used | | `estimated_prompt_tokens` | 1 | used | | `max_prompt_tokens` | 1 | used | | `utilization_pct` | 1 | used | @@ -5487,17 +4217,6 @@ _(no cross-audit findings mapped to this aggregate)_ | `sys_tokens` | 1 | used | | `tool_tokens` | 1 | used | | `history_tokens` | 1 | used | -| `local_ts` | 1 | used | -| `_offload_entry_payload` | 1 | used | -| `ui_auto_add_history` | 1 | used | -| `_pending_comms_lock` | 1 | used | -| `session_usage` | 1 | used | -| `_pending_history_adds_lock` | 1 | used | -| `_token_history` | 1 | used | -| `_pending_comms` | 1 | used | -| `_pending_history_adds` | 1 | used | -| `items` | 1 | used | -| `output` | 1 | used | | `ai_status` | 1 | used | | `context_files` | 1 | used | | `_pending_gui_tasks_lock` | 1 | used | @@ -5509,11 +4228,30 @@ _(no cross-audit findings mapped to this aggregate)_ | `active_discussion` | 1 | used | | `submit_io` | 1 | used | | `tracks` | 1 | used | -| `config` | 1 | used | | `mma_tier_usage` | 1 | used | | `_pending_gui_tasks` | 1 | used | | `mma_step_mode` | 1 | used | | `active_project_path` | 1 | used | +| `search` | 1 | used | +| `_est_tokens` | 1 | used | +| `latency` | 1 | used | +| `_recalculate_session_usage` | 1 | used | +| `_token_stats` | 1 | used | +| `_gemini_cache_text` | 1 | used | +| `vendor_quota` | 1 | used | +| `last_error` | 1 | used | +| `error` | 1 | used | +| `_update_cached_stats` | 1 | used | +| `usage` | 1 | used | +| `local_ts` | 1 | used | +| `_offload_entry_payload` | 1 | used | +| `ui_auto_add_history` | 1 | used | +| `_pending_comms_lock` | 1 | used | +| `_pending_history_adds_lock` | 1 | used | +| `_token_history` | 1 | used | +| `_pending_comms` | 1 | used | +| `_pending_history_adds` | 1 | used | +| `encode` | 1 | used | ## Optimization candidates @@ -5529,73 +4267,73 @@ FileItem: access_pattern=whole_struct, frequency=per_turn, struct_field_count=5, | function | pattern | field_accesses | confidence | |---|---|---|---| -| `src.ai_client._invalidate_token_estimate` | `whole_struct` | `pop`=1 | high | +| `src.ai_client._send_llama` | `whole_struct` | | low | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client._strip_cache_controls` | `whole_struct` | | low | +| `src.ai_client._estimate_prompt_tokens` | `whole_struct` | | low | +| `src.aggregate.build_tier3_context` | `whole_struct` | | low | +| `src.project_manager.format_discussion` | `whole_struct` | | low | +| `src.ai_client._send_grok` | `whole_struct` | | low | +| `src.ai_client._create_gemini_cache_result` | `whole_struct` | | low | +| `src.ai_client._send_deepseek` | `whole_struct` | | low | +| `src.ai_client._send_gemini_cli` | `whole_struct` | | low | +| `src.aggregate._build_files_section_from_items` | `whole_struct` | | low | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.aggregate.build_markdown_from_items` | `whole_struct` | | low | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._create_gemini_cache_result` | `whole_struct` | | low | -| `src.ai_client._send_grok` | `whole_struct` | | low | -| `src.ai_client._strip_private_keys` | `whole_struct` | | low | +| `src.ai_client._send_qwen` | `whole_struct` | | low | +| `src.ai_client._repair_anthropic_history` | `whole_struct` | `append`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._send_gemini_cli` | `whole_struct` | | low | +| `src.ai_client._pre_dispatch` | `whole_struct` | | low | +| `src.models._save_config_to_disk` | `whole_struct` | | low | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._send_gemini` | `whole_struct` | `encode`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._send_anthropic` | `whole_struct` | | low | -| `src.project_manager.save_project` | `mixed` | `discussion`=2, `files`=3 | high | -| `src.ai_client._trim_anthropic_history` | `whole_struct` | `pop`=5 | high | -| `src.ai_client._send_llama` | `whole_struct` | | low | -| `src.aggregate.build_tier3_context` | `whole_struct` | | low | -| `src.app_controller._offload_entry_payload` | `whole_struct` | | low | -| `src.project_manager.format_discussion` | `whole_struct` | | low | -| `src.project_manager.entry_to_str` | `whole_struct` | `get`=4 | high | -| `src.ai_client._repair_minimax_history` | `whole_struct` | `append`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.ai_client._strip_stale_file_refreshes` | `whole_struct` | | low | -| `src.ai_client._send_deepseek` | `whole_struct` | | low | +| `src.aggregate.run` | `field_by_field` | `output`=1, `files`=2, `get`=7 | high | +| `src.ai_client._send_anthropic` | `whole_struct` | | low | +| `src.ai_client._invalidate_token_estimate` | `whole_struct` | `pop`=1 | high | | `src.ai_client._add_bleed_derived` | `field_by_field` | `estimated_prompt_tokens`=1, `max_prompt_tokens`=1, `utilization_pct`=1, `headroom`=1, `would_trim`=1, `sys_tokens`=1, `tool_tokens`=1, `history_tokens`=1, `get`=3 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.aggregate.build_markdown_no_history` | `whole_struct` | | low | -| `src.project_manager.flat_config` | `whole_struct` | `get`=7 | high | -| `src.ai_client._send_llama_native` | `whole_struct` | | low | +| `src.app_controller._start_track_logic_result` | `field_by_field` | `ai_status`=4, `context_files`=1, `get`=3, `_pending_gui_tasks_lock`=2, `_topological_sort_tickets_result`=1, `active_project_root`=1, `event_queue`=1, `engines`=1, `project`=1, `active_discussion`=1 (+7 more) | high | +| `src.project_manager.entry_to_str` | `whole_struct` | `get`=4 | high | | `src.ai_client.ollama_chat` | `whole_struct` | | low | -| `src.ai_client._send_qwen` | `whole_struct` | | low | +| `src.ai_client._trim_anthropic_history` | `whole_struct` | `pop`=5 | high | +| `src.app_controller._offload_entry_payload` | `whole_struct` | | low | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client.send` | `mixed` | `config`=1, `search`=1 | high | +| `src.ai_client._estimate_message_tokens` | `mixed` | `_est_tokens`=1, `get`=2 | high | +| `src.app_controller._refresh_api_metrics` | `field_by_field` | `latency`=1, `_recalculate_session_usage`=1, `_token_stats`=1, `get`=2, `_gemini_cache_text`=1, `vendor_quota`=1, `last_error`=1, `error`=2, `_update_cached_stats`=1, `session_usage`=2 (+1 more) | high | | `src.app_controller._on_comms_entry` | `field_by_field` | `local_ts`=1, `_offload_entry_payload`=1, `get`=7, `ui_auto_add_history`=3, `_pending_comms_lock`=1, `session_usage`=5, `_pending_history_adds_lock`=4, `_token_history`=1, `_pending_comms`=1, `_pending_history_adds`=4 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client._append_comms` | `whole_struct` | | low | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.ai_client._repair_deepseek_history` | `whole_struct` | `append`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._execute_single_tool_call_async` | `mixed` | `get`=2, `items`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._repair_anthropic_history` | `whole_struct` | `append`=1 | high | -| `src.ai_client._strip_cache_controls` | `whole_struct` | | low | -| `src.aggregate.run` | `field_by_field` | `output`=1, `files`=2, `get`=7 | high | -| `src.models._save_config_to_disk` | `whole_struct` | | low | -| `src.ai_client._dashscope_call` | `whole_struct` | | low | -| `src.app_controller._start_track_logic_result` | `field_by_field` | `ai_status`=4, `context_files`=1, `get`=3, `_pending_gui_tasks_lock`=2, `_topological_sort_tickets_result`=1, `active_project_root`=1, `event_queue`=1, `engines`=1, `project`=1, `active_discussion`=1 (+7 more) | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._estimate_prompt_tokens` | `whole_struct` | | low | +| `src.ai_client._add_history_cache_breakpoint` | `whole_struct` | | low | +| `src.ai_client._trim_minimax_history` | `whole_struct` | `pop`=4 | high | +| `src.ai_client._send_gemini` | `whole_struct` | `encode`=1 | high | +| `src.project_manager.flat_config` | `whole_struct` | `get`=7 | high | ### Frequency evidence | function | frequency | source | note | |---|---|---|---| -| `src.ai_client._extract_dashscope_tool_calls` | `per_turn` | `static_analysis` | producer from src\ai_client.py | -| `src.api_hook_client.get_warmup_wait` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py | -| `src.app_controller.wait` | `per_turn` | `static_analysis` | producer from src\app_controller.py | -| `src.ai_client._dashscope_call` | `per_turn` | `static_analysis` | producer from src\ai_client.py | -| `src.app_controller._pending_mma_spawn` | `per_turn` | `static_analysis` | producer from src\app_controller.py | +| `src.app_controller._api_get_context` | `per_turn` | `static_analysis` | producer from src\app_controller.py | +| `src.ai_client.get_comms_log` | `per_turn` | `static_analysis` | producer from src\ai_client.py | +| `src.api_hook_client.post_project` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py | +| `src.api_hook_client.get_node_status` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py | +| `src.models.to_dict` | `per_turn` | `static_analysis` | producer from src\models.py | --- -### 4.8 History +### 5.6 History **Aggregate kind:** typealias **Memory dim:** discussion @@ -5616,15 +4354,15 @@ FileItem: access_pattern=whole_struct, frequency=per_turn, struct_field_count=5, ### `src\ai_client.py` (4 producers) -- `src.ai_client._list_gemini_models_result` (line 1626) - `src.ai_client._list_anthropic_models_result` (line 1317) +- `src.ai_client._list_gemini_models_result` (line 1626) - `src.ai_client._list_minimax_models_result` (line 2436) - `src.ai_client._set_minimax_provider_result` (line 398) ### `src\gui_2.py` (2 producers) -- `src.gui_2._render_beads_tab_list_result` (line 8314) - `src.gui_2._drain_normalize_errors` (line 7417) +- `src.gui_2._render_beads_tab_list_result` (line 8314) ### `src\provider_state.py` (1 producer) @@ -5648,20 +4386,20 @@ FileItem: access_pattern=whole_struct, frequency=per_turn, struct_field_count=5, ### `src\provider_state.py` (2 consumers) -- `src.provider_state.append` (line 30) - `src.provider_state.replace_all` (line 38) +- `src.provider_state.append` (line 30) ## Field access matrix | consumer | _attr_name | _cached | _module_name | _report_worker_error | lock | messages | |---|---|---|---|---|---|---| -| `append` | . | . | . | . | 1 | 1 | -| `_symbol_resolution_result` | . | . | . | . | . | . | -| `_topological_sort_tickets_result` | . | . | . | 1 | . | . | -| `replace_all` | . | . | . | . | 1 | 1 | | `__init__` | 1 | 1 | 1 | . | . | . | -| `_serialize_tool_calls_result` | . | . | . | . | . | . | +| `replace_all` | . | . | . | . | 1 | 1 | +| `_symbol_resolution_result` | . | . | . | . | . | . | +| `append` | . | . | . | . | 1 | 1 | +| `_topological_sort_tickets_result` | . | . | . | 1 | . | . | | `calculate_track_progress` | . | . | . | . | . | . | +| `_serialize_tool_calls_result` | . | . | . | . | . | . | ## Access pattern @@ -5678,13 +4416,13 @@ FileItem: access_pattern=whole_struct, frequency=per_turn, struct_field_count=5, ``` [Q:History entry-point] -> [Q:PCG lookup] - -> [1: append] [B:check] (branches=1) - -> [2: _symbol_resolution_result] [B:check] (branches=4) - -> [3: _topological_sort_tickets_result] [B:check] (branches=2) - -> [4: replace_all] [B:check] (branches=1) - -> [5: __init__] [B:check] (branches=0) - -> [6: _serialize_tool_calls_result] [B:check] (branches=2) - -> [7: calculate_track_progress] [B:check] (branches=1) + -> [1: __init__] [B:check] (branches=0) + -> [2: replace_all] [B:check] (branches=1) + -> [3: _symbol_resolution_result] [B:check] (branches=4) + -> [4: append] [B:check] (branches=1) + -> [5: _topological_sort_tickets_result] [B:check] (branches=2) + -> [6: calculate_track_progress] [B:check] (branches=1) + -> [7: _serialize_tool_calls_result] [B:check] (branches=2) -> [T:done] ``` @@ -5748,10 +4486,10 @@ _(no cross-audit findings mapped to this aggregate)_ |---|---|---| | `lock` | 2 | used | | `messages` | 2 | used | -| `_report_worker_error` | 1 | used | | `_module_name` | 1 | used | | `_attr_name` | 1 | used | | `_cached` | 1 | used | +| `_report_worker_error` | 1 | used | ## Optimization candidates @@ -5767,30 +4505,615 @@ History: access_pattern=whole_struct, frequency=per_turn, struct_field_count=5, | function | pattern | field_accesses | confidence | |---|---|---|---| -| `src.provider_state.append` | `mixed` | `lock`=1, `messages`=1 | high | -| `src.app_controller._symbol_resolution_result` | `whole_struct` | | low | -| `src.app_controller._topological_sort_tickets_result` | `whole_struct` | `_report_worker_error`=1 | high | -| `src.provider_state.replace_all` | `mixed` | `lock`=1, `messages`=1 | high | | `src.gui_2.__init__` | `field_by_field` | `_module_name`=1, `_attr_name`=1, `_cached`=1 | high | -| `src.app_controller._serialize_tool_calls_result` | `whole_struct` | | low | +| `src.provider_state.replace_all` | `mixed` | `lock`=1, `messages`=1 | high | +| `src.app_controller._symbol_resolution_result` | `whole_struct` | | low | +| `src.provider_state.append` | `mixed` | `lock`=1, `messages`=1 | high | +| `src.app_controller._topological_sort_tickets_result` | `whole_struct` | `_report_worker_error`=1 | high | | `src.project_manager.calculate_track_progress` | `whole_struct` | | low | +| `src.app_controller._serialize_tool_calls_result` | `whole_struct` | | low | ### Frequency evidence | function | frequency | source | note | |---|---|---|---| -| `src.gui_2._render_beads_tab_list_result` | `per_turn` | `static_analysis` | producer from src\gui_2.py | -| `src.gui_2._drain_normalize_errors` | `per_turn` | `static_analysis` | producer from src\gui_2.py | -| `src.ai_client._list_gemini_models_result` | `per_turn` | `static_analysis` | producer from src\ai_client.py | -| `src.provider_state.get_all` | `per_turn` | `static_analysis` | producer from src\provider_state.py | | `src.ai_client._list_anthropic_models_result` | `per_turn` | `static_analysis` | producer from src\ai_client.py | +| `src.provider_state.get_all` | `per_turn` | `static_analysis` | producer from src\provider_state.py | +| `src.ai_client._list_gemini_models_result` | `per_turn` | `static_analysis` | producer from src\ai_client.py | +| `src.ai_client._list_minimax_models_result` | `per_turn` | `static_analysis` | producer from src\ai_client.py | +| `src.ai_client._set_minimax_provider_result` | `per_turn` | `static_analysis` | producer from src\ai_client.py | --- -### 4.9 Result +### 5.7 HistoryMessage + +**Aggregate kind:** typealias +**Memory dim:** discussion +**Is candidate:** False + +## Pipeline summary + +- Producers: 118 +- Consumers: 68 +- Distinct producer fqnames: 97 +- Distinct consumer fqnames: 48 +- Access pattern (aggregate): whole_struct +- Frequency (aggregate): per_turn +- Decomposition direction: hold +- Struct field count (estimated): 5 + +## Producers (118) + +### `src\aggregate.py` (1 producer) + +- `src.aggregate.build_file_items` (line 158) + +### `src\ai_client.py` (16 producers) + +- `src.ai_client.get_comms_log` (line 273) +- `src.ai_client._parse_tool_args_result` (line 741) +- `src.ai_client._get_anthropic_tools` (line 664) +- `src.ai_client._dashscope_call` (line 2716) +- `src.ai_client._pre_dispatch` (line 2089) +- `src.ai_client.ollama_chat` (line 2938) +- `src.ai_client._load_credentials` (line 282) +- `src.ai_client._strip_private_keys` (line 1464) +- `src.ai_client.get_token_stats` (line 3185) +- `src.ai_client._add_bleed_derived` (line 3332) +- `src.ai_client._send_cli_round_result` (line 1746) +- `src.ai_client._extract_dashscope_tool_calls` (line 2754) +- `src.ai_client.get_gemini_cache_stats` (line 1604) +- `src.ai_client._get_deepseek_tools` (line 1194) +- `src.ai_client._content_block_to_dict` (line 1200) +- `src.ai_client._build_chunked_context_blocks` (line 1281) + +### `src\api_hook_client.py` (39 producers) + +- `src.api_hook_client.post_project` (line 473) +- `src.api_hook_client.get_node_status` (line 532) +- `src.api_hook_client.click` (line 223) +- `src.api_hook_client.get_startup_timeline` (line 353) +- `src.api_hook_client.select_tab` (line 263) +- `src.api_hook_client.reject_patch` (line 288) +- `src.api_hook_client.clear_events` (line 129) +- `src.api_hook_client.post_gui` (line 149) +- `src.api_hook_client.get_warmup_status` (line 325) +- `src.api_hook_client.select_list_item` (line 256) +- `src.api_hook_client.get_gui_health` (line 434) +- `src.api_hook_client.wait_for_event` (line 136) +- `src.api_hook_client.post_project` (line 470) +- `src.api_hook_client.apply_patch` (line 281) +- `src.api_hook_client.get_project_switch_status` (line 374) +- `src.api_hook_client.get_io_pool_status` (line 420) +- `src.api_hook_client.get_financial_metrics` (line 520) +- `src.api_hook_client.drag` (line 230) +- `src.api_hook_client.get_warmup_canaries` (line 342) +- `src.api_hook_client.get_gui_diagnostics` (line 311) +- `src.api_hook_client.trigger_patch` (line 274) +- `src.api_hook_client.get_project` (line 367) +- `src.api_hook_client.get_events` (line 124) +- `src.api_hook_client.get_warmup_wait` (line 332) +- `src.api_hook_client.set_value` (line 212) +- `src.api_hook_client.get_mma_status` (line 539) +- `src.api_hook_client.post_session` (line 117) +- `src.api_hook_client.wait_for_project_switch` (line 389) +- `src.api_hook_client.get_performance` (line 318) +- `src.api_hook_client.get_system_telemetry` (line 524) +- `src.api_hook_client.push_event` (line 156) +- `src.api_hook_client.get_gui_state` (line 165) +- `src.api_hook_client._make_request` (line 65) +- `src.api_hook_client.get_status` (line 105) +- `src.api_hook_client.get_context_state` (line 491) +- `src.api_hook_client.get_session` (line 502) +- `src.api_hook_client.get_mma_workers` (line 546) +- `src.api_hook_client.right_click` (line 237) +- `src.api_hook_client.get_patch_status` (line 295) + +### `src\app_controller.py` (30 producers) + +- `src.app_controller._api_get_context` (line 398) +- `src.app_controller._api_get_api_session` (line 170) +- `src.app_controller.get_api_session` (line 2847) +- `src.app_controller._api_get_gui_state` (line 123) +- `src.app_controller.get_api_project` (line 2853) +- `src.app_controller._api_get_performance` (line 195) +- `src.app_controller._offload_entry_payload` (line 4240) +- `src.app_controller.get_gui_state` (line 2829) +- `src.app_controller.get_performance` (line 2856) +- `src.app_controller._api_status` (line 209) +- `src.app_controller._api_get_mma_status` (line 144) +- `src.app_controller.get_mma_status` (line 2835) +- `src.app_controller._pending_mma_spawn` (line 2772) +- `src.app_controller.get_diagnostics` (line 2862) +- `src.app_controller._api_pending_actions` (line 335) +- `src.app_controller._api_token_stats` (line 417) +- `src.app_controller.wait` (line 5205) +- `src.app_controller.pending_actions` (line 2874) +- `src.app_controller.load_config` (line 5142) +- `src.app_controller._pending_mma_approval` (line 2776) +- `src.app_controller._api_get_diagnostics` (line 202) +- `src.app_controller.get_context` (line 2892) +- `src.app_controller.get_session` (line 2883) +- `src.app_controller._api_get_api_project` (line 188) +- `src.app_controller.get_session_insights` (line 3049) +- `src.app_controller._api_get_session` (line 374) +- `src.app_controller.token_stats` (line 2898) +- `src.app_controller._api_generate` (line 221) +- `src.app_controller.status` (line 2865) +- `src.app_controller.generate` (line 2868) + +### `src\models.py` (23 producers) + +- `src.models.to_dict` (line 288) +- `src.models.to_dict` (line 794) +- `src.models.to_dict` (line 913) +- `src.models.to_dict` (line 596) +- `src.models.to_dict` (line 701) +- `src.models.to_dict` (line 558) +- `src.models.to_dict` (line 441) +- `src.models.to_dict` (line 1024) +- `src.models.to_dict` (line 737) +- `src.models.to_dict` (line 486) +- `src.models.to_dict` (line 618) +- `src.models.to_dict` (line 886) +- `src.models.to_dict` (line 971) +- `src.models._load_config_from_disk` (line 186) +- `src.models.to_dict` (line 406) +- `src.models.to_dict` (line 646) +- `src.models.to_dict` (line 672) +- `src.models.to_dict` (line 355) +- `src.models.to_dict` (line 1059) +- `src.models.to_dict` (line 855) +- `src.models.to_dict` (line 1000) +- `src.models.parse_history_entries` (line 214) +- `src.models.to_dict` (line 938) + +### `src\project_manager.py` (8 producers) + +- `src.project_manager.load_history` (line 209) +- `src.project_manager.str_to_entry` (line 75) +- `src.project_manager.load_project` (line 186) +- `src.project_manager.default_discussion` (line 117) +- `src.project_manager.default_project` (line 123) +- `src.project_manager.migrate_from_legacy_config` (line 253) +- `src.project_manager.flat_config` (line 267) +- `src.project_manager.get_all_tracks` (line 342) + +### `src\provider_state.py` (1 producer) + +- `src.provider_state.get_all` (line 34) + +## Consumers (68) + +### `src\aggregate.py` (5 consumers) + +- `src.aggregate.build_tier3_context` (line 382) +- `src.aggregate._build_files_section_from_items` (line 300) +- `src.aggregate.build_markdown_from_items` (line 348) +- `src.aggregate.run` (line 479) +- `src.aggregate.build_markdown_no_history` (line 366) + +### `src\ai_client.py` (29 consumers) + +- `src.ai_client._send_llama` (line 2858) +- `src.ai_client._strip_cache_controls` (line 1291) +- `src.ai_client._estimate_prompt_tokens` (line 1243) +- `src.ai_client._send_grok` (line 2530) +- `src.ai_client._create_gemini_cache_result` (line 1706) +- `src.ai_client._send_deepseek` (line 2165) +- `src.ai_client._send_gemini_cli` (line 2019) +- `src.ai_client._send_qwen` (line 2773) +- `src.ai_client._repair_anthropic_history` (line 1381) +- `src.ai_client._pre_dispatch` (line 2089) +- `src.ai_client._strip_stale_file_refreshes` (line 1253) +- `src.ai_client._send_anthropic` (line 1405) +- `src.ai_client._invalidate_token_estimate` (line 1240) +- `src.ai_client._add_bleed_derived` (line 3332) +- `src.ai_client.ollama_chat` (line 2938) +- `src.ai_client._trim_anthropic_history` (line 1353) +- `src.ai_client.send` (line 3208) +- `src.ai_client._estimate_message_tokens` (line 1218) +- `src.ai_client._append_comms` (line 257) +- `src.ai_client._repair_deepseek_history` (line 2138) +- `src.ai_client._add_history_cache_breakpoint` (line 1299) +- `src.ai_client._trim_minimax_history` (line 2482) +- `src.ai_client._send_gemini` (line 1802) +- `src.ai_client._execute_single_tool_call_async` (line 945) +- `src.ai_client._send_llama_native` (line 2958) +- `src.ai_client._strip_private_keys` (line 1464) +- `src.ai_client._send_minimax` (line 2616) +- `src.ai_client._repair_minimax_history` (line 2462) +- `src.ai_client._dashscope_call` (line 2716) + +### `src\app_controller.py` (5 consumers) + +- `src.app_controller._start_track_logic_result` (line 4728) +- `src.app_controller._offload_entry_payload` (line 4240) +- `src.app_controller._refresh_api_metrics` (line 3074) +- `src.app_controller._on_comms_entry` (line 4282) +- `src.app_controller._start_track_logic` (line 4721) + +### `src\models.py` (22 consumers) + +- `src.models.from_dict` (line 1038) +- `src.models.from_dict` (line 1007) +- `src.models.from_dict` (line 866) +- `src.models.from_dict` (line 712) +- `src.models.from_dict` (line 747) +- `src.models._save_config_to_disk` (line 199) +- `src.models.from_dict` (line 575) +- `src.models.from_dict` (line 683) +- `src.models.from_dict` (line 630) +- `src.models.from_dict` (line 454) +- `src.models.from_dict` (line 949) +- `src.models.from_dict` (line 982) +- `src.models.from_dict` (line 1072) +- `src.models.from_dict` (line 295) +- `src.models.from_dict` (line 656) +- `src.models.from_dict` (line 416) +- `src.models.from_dict` (line 603) +- `src.models.from_dict` (line 920) +- `src.models.from_dict` (line 814) +- `src.models.from_dict` (line 506) +- `src.models.from_dict` (line 893) +- `src.models.from_dict` (line 378) + +### `src\project_manager.py` (5 consumers) + +- `src.project_manager.format_discussion` (line 69) +- `src.project_manager.entry_to_str` (line 49) +- `src.project_manager.flat_config` (line 267) +- `src.project_manager.save_project` (line 229) +- `src.project_manager.migrate_from_legacy_config` (line 253) + +### `src\provider_state.py` (2 consumers) + +- `src.provider_state.replace_all` (line 38) +- `src.provider_state.append` (line 30) + +## Field access matrix + +| consumer | _est_tokens | _gemini_cache_text | _offload_entry_payload | _pending_comms | _pending_comms_lock | _pending_gui_tasks | _pending_gui_tasks_lock | _pending_history_adds | _pending_history_adds_lock | _recalculate_session_usage | _token_history | _token_stats | _topological_sort_tickets_result | _update_cached_stats | active_discussion | active_project_path | active_project_root | ai_status | append | config | +|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---| +| `_send_llama` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_strip_cache_controls` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_estimate_prompt_tokens` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `build_tier3_context` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `format_discussion` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_grok` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_create_gemini_cache_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_deepseek` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_gemini_cli` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_build_files_section_from_items` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `build_markdown_from_items` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_qwen` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_repair_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_pre_dispatch` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_save_config_to_disk` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `replace_all` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_strip_stale_file_refreshes` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `run` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_anthropic` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_invalidate_token_estimate` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_add_bleed_derived` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_start_track_logic_result` | . | . | . | . | . | 2 | 2 | . | . | . | . | . | 1 | . | 1 | 1 | 1 | 4 | . | 1 | +| `append` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `entry_to_str` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `ollama_chat` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_trim_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_offload_entry_payload` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `send` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | +| `_estimate_message_tokens` | 1 | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_refresh_api_metrics` | . | 1 | . | . | . | . | . | . | . | 1 | . | 1 | . | 1 | . | . | . | . | . | . | +| `_on_comms_entry` | . | . | 1 | 1 | 1 | . | . | 4 | 4 | . | 1 | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_append_comms` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_repair_deepseek_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_add_history_cache_breakpoint` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_trim_minimax_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | + +_... 33 more fields_ + +## Access pattern + +**Dominant pattern:** whole_struct +**Evidence count:** 50 + +**Per-function pattern distribution:** + +- `whole_struct`: 26 functions (52%) +- `mixed`: 19 functions (38%) +- `field_by_field`: 5 functions (10%) + +## SSDL Sketch for `HistoryMessage` + +``` +[Q:HistoryMessage entry-point] -> [Q:PCG lookup] + -> [1: _send_llama] [B:check] (branches=13) + -> [2: from_dict] [B:check] (branches=0) + -> [3: _strip_cache_controls] [B:check] (branches=4) + -> [4: _estimate_prompt_tokens] [B:check] (branches=2) + -> [5: build_tier3_context] [B:check] (branches=50) + -> [6: format_discussion] [B:check] (branches=0) + -> [7: _send_grok] [B:check] (branches=14) + -> [8: _create_gemini_cache_result] [B:check] (branches=3) + -> [9: _send_deepseek] [B:check] (branches=71) + -> [10: _send_gemini_cli] [B:is None?] (branches=23) [N:safe] + -> [11: _build_files_section_from_items] [B:is None?] (branches=5) [N:safe] + -> [12: from_dict] [B:check] (branches=0) + -> [13: from_dict] [B:check] (branches=0) + -> [14: build_markdown_from_items] [B:check] (branches=9) + -> [15: from_dict] [B:check] (branches=0) + -> [16: _send_qwen] [B:check] (branches=9) + -> [17: _repair_anthropic_history] [B:check] (branches=6) + -> [18: from_dict] [B:check] (branches=0) + -> [19: _pre_dispatch] [B:check] (branches=8) + -> [20: _save_config_to_disk] [B:check] (branches=1) + -> [21: from_dict] [B:check] (branches=0) + -> [22: from_dict] [B:check] (branches=0) + -> [23: from_dict] [B:check] (branches=0) + -> [24: from_dict] [B:check] (branches=0) + -> [25: replace_all] [B:check] (branches=1) + -> [26: _strip_stale_file_refreshes] [B:check] (branches=12) + -> [27: run] [B:check] (branches=1) + -> [28: _send_anthropic] [B:is None?] (branches=40) [N:safe] + -> [29: _invalidate_token_estimate] [B:check] (branches=0) + -> [30: _add_bleed_derived] [B:check] (branches=0) + -> [31: _start_track_logic_result] [B:check] (branches=10) + -> [32: append] [B:check] (branches=1) + -> [33: entry_to_str] [B:check] (branches=3) + -> [34: ollama_chat] [B:check] (branches=3) + -> [35: _trim_anthropic_history] [B:check] (branches=13) + -> [36: _offload_entry_payload] [B:check] (branches=10) + -> [37: from_dict] [B:check] (branches=0) + -> [38: from_dict] [B:check] (branches=0) + -> [39: from_dict] [B:check] (branches=0) + -> [40: send] [B:check] (branches=19) + -> [41: _estimate_message_tokens] [B:is None?] (branches=9) [N:safe] + -> [42: _refresh_api_metrics] [B:is None?] (branches=11) [N:safe] + -> [43: _on_comms_entry] [B:check] (branches=32) + -> [44: from_dict] [B:check] (branches=0) + -> [45: _append_comms] [B:is None?] (branches=1) [N:safe] + -> [46: from_dict] [B:check] (branches=0) + -> [47: _repair_deepseek_history] [B:check] (branches=6) + -> [48: from_dict] [B:check] (branches=0) + -> [49: _add_history_cache_breakpoint] [B:check] (branches=5) + -> [50: _trim_minimax_history] [B:check] (branches=8) + -> [51: _send_gemini] [B:is None?] (branches=75) [N:safe] + -> [52: flat_config] [B:check] (branches=2) + -> [53: save_project] [B:is None?] (branches=7) [N:safe] + -> [54: build_markdown_no_history] [B:check] (branches=0) + -> [55: _execute_single_tool_call_async] [B:is None?] (branches=15) [N:safe] + -> [56: _send_llama_native] [B:check] (branches=12) + -> [57: _strip_private_keys] [B:check] (branches=0) + -> [58: from_dict] [B:check] (branches=0) + -> [59: from_dict] [B:check] (branches=0) + -> [60: _send_minimax] [B:check] (branches=11) + -> [61: from_dict] [B:check] (branches=0) + -> [62: from_dict] [B:check] (branches=0) + -> [63: _repair_minimax_history] [B:check] (branches=10) + -> [64: _start_track_logic] [B:check] (branches=1) + -> [65: migrate_from_legacy_config] [B:check] (branches=2) + -> [66: _dashscope_call] [B:check] (branches=5) + -> [67: from_dict] [B:check] (branches=0) + -> [68: from_dict] [B:check] (branches=0) + -> [T:done] +``` + +**Effective codepaths:** 40140116231395706750394 (sum of 2^branches across 68 consumers) +**Total branch points:** 543 +**Nil-check functions:** 9 + +**Defusing opportunities:** + +- **Nil Sentinel `[N]`**: Introduce a module-level `NIL_` sentinel whose field accesses return safe defaults. Replace None checks with the sentinel. Collapses 2^branch_count into ~1. + - Effective codepaths: 40140116231395706750394 -> 40140116231395706750376 +- **Immediate-Mode Cache `[Q:key] -> [I:FetchCached] -> [T]`**: Introduce a `historymessage_cache` keyed lookup. Consumers request by key, get cached value, no field-existence checks. Reduces 144 field-check branches to 1 cache lookup. + - Effective codepaths: 40140116231395706750394 -> 144 +- **Generational Handles `[I:ResolveHandle] -> [B:Gen matches?] -> [N|safe]`**: Wrap the aggregate in a generational handle (index + generation). Validation is one comparison; mismatch returns the nil sentinel. Reduces N lifetime branches to 1 handle validation + sentinel return. + - Effective codepaths: 40140116231395706750394 -> 68 + + +## Frequency + +**Dominant frequency:** per_turn +**Evidence count:** 5 + +**Per-function frequency distribution:** + +- `per_turn`: 5 functions + +## Result coverage + +**Summary:** 97 producers, 48 consumers + +| metric | value | +|---|---| +| total producers | 97 | +| result producers | 97 | +| total consumers | 48 | +| result consumers | 0 | + +## Type alias coverage + +**Summary:** 144 sites; 0 typed (0%); 144 untyped (100%) + +| metric | value | +|---|---| +| total field-access sites | 144 | +| typed sites (canonical field) | 0 | +| untyped sites (wildcard) | 144 | + +## Cross-audit findings + +_(no cross-audit findings mapped to this aggregate)_ + +## Decomposition cost + +**Current cost estimate:** 470 us/turn +**Componentize savings:** 0 us/turn +**Unify savings:** 70 us/turn +**Recommended direction:** hold +**Rationale:** HistoryMessage: access_pattern=whole_struct, frequency=per_turn, struct_field_count=5, struct_frozen=True. Recommended: hold because the current shape matches the access pattern. +**Struct field count (estimated):** 5 +**Struct frozen:** True + +## Struct shape (inferred from producer returns) + +| field | access count | access pattern | +|---|---|---| +| `content` | 15 | hot | +| `marker` | 15 | hot | +| `get` | 7 | hot | +| `pop` | 3 | hot | +| `append` | 2 | used | +| `lock` | 2 | used | +| `messages` | 2 | used | +| `config` | 2 | used | +| `session_usage` | 2 | used | +| `output` | 1 | used | +| `files` | 1 | used | +| `estimated_prompt_tokens` | 1 | used | +| `max_prompt_tokens` | 1 | used | +| `utilization_pct` | 1 | used | +| `headroom` | 1 | used | +| `would_trim` | 1 | used | +| `sys_tokens` | 1 | used | +| `tool_tokens` | 1 | used | +| `history_tokens` | 1 | used | +| `ai_status` | 1 | used | +| `context_files` | 1 | used | +| `_pending_gui_tasks_lock` | 1 | used | +| `_topological_sort_tickets_result` | 1 | used | +| `active_project_root` | 1 | used | +| `event_queue` | 1 | used | +| `engines` | 1 | used | +| `project` | 1 | used | +| `active_discussion` | 1 | used | +| `submit_io` | 1 | used | +| `tracks` | 1 | used | +| `mma_tier_usage` | 1 | used | +| `_pending_gui_tasks` | 1 | used | +| `mma_step_mode` | 1 | used | +| `active_project_path` | 1 | used | +| `search` | 1 | used | +| `_est_tokens` | 1 | used | +| `latency` | 1 | used | +| `_recalculate_session_usage` | 1 | used | +| `_token_stats` | 1 | used | +| `_gemini_cache_text` | 1 | used | +| `vendor_quota` | 1 | used | +| `last_error` | 1 | used | +| `error` | 1 | used | +| `_update_cached_stats` | 1 | used | +| `usage` | 1 | used | +| `local_ts` | 1 | used | +| `_offload_entry_payload` | 1 | used | +| `ui_auto_add_history` | 1 | used | +| `_pending_comms_lock` | 1 | used | +| `_pending_history_adds_lock` | 1 | used | +| `_token_history` | 1 | used | +| `_pending_comms` | 1 | used | +| `_pending_history_adds` | 1 | used | + +## Optimization candidates + +_(no optimization candidates generated)_ + +## Verdict + +HistoryMessage: access_pattern=whole_struct, frequency=per_turn, struct_field_count=5, struct_frozen=True. Recommended: hold because the current shape matches the access pattern. + +## Evidence appendix + +### Access pattern evidence + +| function | pattern | field_accesses | confidence | +|---|---|---|---| +| `src.ai_client._send_llama` | `whole_struct` | | low | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client._strip_cache_controls` | `whole_struct` | | low | +| `src.ai_client._estimate_prompt_tokens` | `whole_struct` | | low | +| `src.aggregate.build_tier3_context` | `whole_struct` | | low | +| `src.project_manager.format_discussion` | `whole_struct` | | low | +| `src.ai_client._send_grok` | `whole_struct` | | low | +| `src.ai_client._create_gemini_cache_result` | `whole_struct` | | low | +| `src.ai_client._send_deepseek` | `whole_struct` | | low | +| `src.ai_client._send_gemini_cli` | `whole_struct` | | low | +| `src.aggregate._build_files_section_from_items` | `whole_struct` | | low | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.aggregate.build_markdown_from_items` | `whole_struct` | | low | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client._send_qwen` | `whole_struct` | | low | +| `src.ai_client._repair_anthropic_history` | `whole_struct` | `append`=1 | high | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client._pre_dispatch` | `whole_struct` | | low | +| `src.models._save_config_to_disk` | `whole_struct` | | low | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.provider_state.replace_all` | `mixed` | `lock`=1, `messages`=1 | high | +| `src.ai_client._strip_stale_file_refreshes` | `whole_struct` | | low | +| `src.aggregate.run` | `field_by_field` | `output`=1, `files`=2, `get`=7 | high | +| `src.ai_client._send_anthropic` | `whole_struct` | | low | +| `src.ai_client._invalidate_token_estimate` | `whole_struct` | `pop`=1 | high | +| `src.ai_client._add_bleed_derived` | `field_by_field` | `estimated_prompt_tokens`=1, `max_prompt_tokens`=1, `utilization_pct`=1, `headroom`=1, `would_trim`=1, `sys_tokens`=1, `tool_tokens`=1, `history_tokens`=1, `get`=3 | high | +| `src.app_controller._start_track_logic_result` | `field_by_field` | `ai_status`=4, `context_files`=1, `get`=3, `_pending_gui_tasks_lock`=2, `_topological_sort_tickets_result`=1, `active_project_root`=1, `event_queue`=1, `engines`=1, `project`=1, `active_discussion`=1 (+7 more) | high | +| `src.provider_state.append` | `mixed` | `lock`=1, `messages`=1 | high | +| `src.project_manager.entry_to_str` | `whole_struct` | `get`=4 | high | +| `src.ai_client.ollama_chat` | `whole_struct` | | low | +| `src.ai_client._trim_anthropic_history` | `whole_struct` | `pop`=5 | high | +| `src.app_controller._offload_entry_payload` | `whole_struct` | | low | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client.send` | `mixed` | `config`=1, `search`=1 | high | +| `src.ai_client._estimate_message_tokens` | `mixed` | `_est_tokens`=1, `get`=2 | high | +| `src.app_controller._refresh_api_metrics` | `field_by_field` | `latency`=1, `_recalculate_session_usage`=1, `_token_stats`=1, `get`=2, `_gemini_cache_text`=1, `vendor_quota`=1, `last_error`=1, `error`=2, `_update_cached_stats`=1, `session_usage`=2 (+1 more) | high | +| `src.app_controller._on_comms_entry` | `field_by_field` | `local_ts`=1, `_offload_entry_payload`=1, `get`=7, `ui_auto_add_history`=3, `_pending_comms_lock`=1, `session_usage`=5, `_pending_history_adds_lock`=4, `_token_history`=1, `_pending_comms`=1, `_pending_history_adds`=4 | high | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client._append_comms` | `whole_struct` | | low | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client._repair_deepseek_history` | `whole_struct` | `append`=1 | high | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client._add_history_cache_breakpoint` | `whole_struct` | | low | +| `src.ai_client._trim_minimax_history` | `whole_struct` | `pop`=4 | high | + +### Frequency evidence + +| function | frequency | source | note | +|---|---|---|---| +| `src.app_controller._api_get_context` | `per_turn` | `static_analysis` | producer from src\app_controller.py | +| `src.ai_client.get_comms_log` | `per_turn` | `static_analysis` | producer from src\ai_client.py | +| `src.api_hook_client.post_project` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py | +| `src.api_hook_client.get_node_status` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py | +| `src.models.to_dict` | `per_turn` | `static_analysis` | producer from src\models.py | + + +--- + + + +### 5.8 Result **Aggregate kind:** typealias **Memory dim:** control @@ -5900,7 +5223,590 @@ Result: access_pattern=mixed, frequency=per_turn, struct_field_count=5, struct_f -### 4.10 ToolDefinition +### 5.9 ToolCall + +**Aggregate kind:** typealias +**Memory dim:** control +**Is candidate:** False + +## Pipeline summary + +- Producers: 118 +- Consumers: 67 +- Distinct producer fqnames: 97 +- Distinct consumer fqnames: 47 +- Access pattern (aggregate): whole_struct +- Frequency (aggregate): per_turn +- Decomposition direction: hold +- Struct field count (estimated): 5 + +## Producers (118) + +### `src\aggregate.py` (1 producer) + +- `src.aggregate.build_file_items` (line 158) + +### `src\ai_client.py` (16 producers) + +- `src.ai_client.get_comms_log` (line 273) +- `src.ai_client._parse_tool_args_result` (line 741) +- `src.ai_client._get_anthropic_tools` (line 664) +- `src.ai_client._dashscope_call` (line 2716) +- `src.ai_client._pre_dispatch` (line 2089) +- `src.ai_client.ollama_chat` (line 2938) +- `src.ai_client._load_credentials` (line 282) +- `src.ai_client._strip_private_keys` (line 1464) +- `src.ai_client.get_token_stats` (line 3185) +- `src.ai_client._add_bleed_derived` (line 3332) +- `src.ai_client._send_cli_round_result` (line 1746) +- `src.ai_client._extract_dashscope_tool_calls` (line 2754) +- `src.ai_client.get_gemini_cache_stats` (line 1604) +- `src.ai_client._get_deepseek_tools` (line 1194) +- `src.ai_client._content_block_to_dict` (line 1200) +- `src.ai_client._build_chunked_context_blocks` (line 1281) + +### `src\api_hook_client.py` (39 producers) + +- `src.api_hook_client.post_project` (line 473) +- `src.api_hook_client.get_node_status` (line 532) +- `src.api_hook_client.click` (line 223) +- `src.api_hook_client.get_startup_timeline` (line 353) +- `src.api_hook_client.select_tab` (line 263) +- `src.api_hook_client.reject_patch` (line 288) +- `src.api_hook_client.clear_events` (line 129) +- `src.api_hook_client.post_gui` (line 149) +- `src.api_hook_client.get_warmup_status` (line 325) +- `src.api_hook_client.select_list_item` (line 256) +- `src.api_hook_client.get_gui_health` (line 434) +- `src.api_hook_client.wait_for_event` (line 136) +- `src.api_hook_client.post_project` (line 470) +- `src.api_hook_client.apply_patch` (line 281) +- `src.api_hook_client.get_project_switch_status` (line 374) +- `src.api_hook_client.get_io_pool_status` (line 420) +- `src.api_hook_client.get_financial_metrics` (line 520) +- `src.api_hook_client.drag` (line 230) +- `src.api_hook_client.get_warmup_canaries` (line 342) +- `src.api_hook_client.get_gui_diagnostics` (line 311) +- `src.api_hook_client.trigger_patch` (line 274) +- `src.api_hook_client.get_project` (line 367) +- `src.api_hook_client.get_events` (line 124) +- `src.api_hook_client.get_warmup_wait` (line 332) +- `src.api_hook_client.set_value` (line 212) +- `src.api_hook_client.get_mma_status` (line 539) +- `src.api_hook_client.post_session` (line 117) +- `src.api_hook_client.wait_for_project_switch` (line 389) +- `src.api_hook_client.get_performance` (line 318) +- `src.api_hook_client.get_system_telemetry` (line 524) +- `src.api_hook_client.push_event` (line 156) +- `src.api_hook_client.get_gui_state` (line 165) +- `src.api_hook_client._make_request` (line 65) +- `src.api_hook_client.get_status` (line 105) +- `src.api_hook_client.get_context_state` (line 491) +- `src.api_hook_client.get_session` (line 502) +- `src.api_hook_client.get_mma_workers` (line 546) +- `src.api_hook_client.right_click` (line 237) +- `src.api_hook_client.get_patch_status` (line 295) + +### `src\app_controller.py` (30 producers) + +- `src.app_controller._api_get_context` (line 398) +- `src.app_controller._api_get_api_session` (line 170) +- `src.app_controller.get_api_session` (line 2847) +- `src.app_controller._api_get_gui_state` (line 123) +- `src.app_controller.get_api_project` (line 2853) +- `src.app_controller._api_get_performance` (line 195) +- `src.app_controller._offload_entry_payload` (line 4240) +- `src.app_controller.get_gui_state` (line 2829) +- `src.app_controller.get_performance` (line 2856) +- `src.app_controller._api_status` (line 209) +- `src.app_controller._api_get_mma_status` (line 144) +- `src.app_controller.get_mma_status` (line 2835) +- `src.app_controller._pending_mma_spawn` (line 2772) +- `src.app_controller.get_diagnostics` (line 2862) +- `src.app_controller._api_pending_actions` (line 335) +- `src.app_controller._api_token_stats` (line 417) +- `src.app_controller.wait` (line 5205) +- `src.app_controller.pending_actions` (line 2874) +- `src.app_controller.load_config` (line 5142) +- `src.app_controller._pending_mma_approval` (line 2776) +- `src.app_controller._api_get_diagnostics` (line 202) +- `src.app_controller.get_context` (line 2892) +- `src.app_controller.get_session` (line 2883) +- `src.app_controller._api_get_api_project` (line 188) +- `src.app_controller.get_session_insights` (line 3049) +- `src.app_controller._api_get_session` (line 374) +- `src.app_controller.token_stats` (line 2898) +- `src.app_controller._api_generate` (line 221) +- `src.app_controller.status` (line 2865) +- `src.app_controller.generate` (line 2868) + +### `src\models.py` (23 producers) + +- `src.models.to_dict` (line 288) +- `src.models.to_dict` (line 794) +- `src.models.to_dict` (line 913) +- `src.models.to_dict` (line 596) +- `src.models.to_dict` (line 701) +- `src.models.to_dict` (line 558) +- `src.models.to_dict` (line 441) +- `src.models.to_dict` (line 1024) +- `src.models.to_dict` (line 737) +- `src.models.to_dict` (line 486) +- `src.models.to_dict` (line 618) +- `src.models.to_dict` (line 886) +- `src.models.to_dict` (line 971) +- `src.models._load_config_from_disk` (line 186) +- `src.models.to_dict` (line 406) +- `src.models.to_dict` (line 646) +- `src.models.to_dict` (line 672) +- `src.models.to_dict` (line 355) +- `src.models.to_dict` (line 1059) +- `src.models.to_dict` (line 855) +- `src.models.to_dict` (line 1000) +- `src.models.parse_history_entries` (line 214) +- `src.models.to_dict` (line 938) + +### `src\openai_compatible.py` (1 producer) + +- `src.openai_compatible._to_typed_tool_call` (line 43) + +### `src\project_manager.py` (8 producers) + +- `src.project_manager.load_history` (line 209) +- `src.project_manager.str_to_entry` (line 75) +- `src.project_manager.load_project` (line 186) +- `src.project_manager.default_discussion` (line 117) +- `src.project_manager.default_project` (line 123) +- `src.project_manager.migrate_from_legacy_config` (line 253) +- `src.project_manager.flat_config` (line 267) +- `src.project_manager.get_all_tracks` (line 342) + +## Consumers (67) + +### `src\aggregate.py` (5 consumers) + +- `src.aggregate.build_tier3_context` (line 382) +- `src.aggregate._build_files_section_from_items` (line 300) +- `src.aggregate.build_markdown_from_items` (line 348) +- `src.aggregate.run` (line 479) +- `src.aggregate.build_markdown_no_history` (line 366) + +### `src\ai_client.py` (29 consumers) + +- `src.ai_client._send_llama` (line 2858) +- `src.ai_client._strip_cache_controls` (line 1291) +- `src.ai_client._estimate_prompt_tokens` (line 1243) +- `src.ai_client._send_grok` (line 2530) +- `src.ai_client._create_gemini_cache_result` (line 1706) +- `src.ai_client._send_deepseek` (line 2165) +- `src.ai_client._send_gemini_cli` (line 2019) +- `src.ai_client._send_qwen` (line 2773) +- `src.ai_client._repair_anthropic_history` (line 1381) +- `src.ai_client._pre_dispatch` (line 2089) +- `src.ai_client._strip_stale_file_refreshes` (line 1253) +- `src.ai_client._send_anthropic` (line 1405) +- `src.ai_client._invalidate_token_estimate` (line 1240) +- `src.ai_client._add_bleed_derived` (line 3332) +- `src.ai_client.ollama_chat` (line 2938) +- `src.ai_client._trim_anthropic_history` (line 1353) +- `src.ai_client.send` (line 3208) +- `src.ai_client._estimate_message_tokens` (line 1218) +- `src.ai_client._append_comms` (line 257) +- `src.ai_client._repair_deepseek_history` (line 2138) +- `src.ai_client._add_history_cache_breakpoint` (line 1299) +- `src.ai_client._trim_minimax_history` (line 2482) +- `src.ai_client._send_gemini` (line 1802) +- `src.ai_client._execute_single_tool_call_async` (line 945) +- `src.ai_client._send_llama_native` (line 2958) +- `src.ai_client._strip_private_keys` (line 1464) +- `src.ai_client._send_minimax` (line 2616) +- `src.ai_client._repair_minimax_history` (line 2462) +- `src.ai_client._dashscope_call` (line 2716) + +### `src\app_controller.py` (5 consumers) + +- `src.app_controller._start_track_logic_result` (line 4728) +- `src.app_controller._offload_entry_payload` (line 4240) +- `src.app_controller._refresh_api_metrics` (line 3074) +- `src.app_controller._on_comms_entry` (line 4282) +- `src.app_controller._start_track_logic` (line 4721) + +### `src\models.py` (22 consumers) + +- `src.models.from_dict` (line 1038) +- `src.models.from_dict` (line 1007) +- `src.models.from_dict` (line 866) +- `src.models.from_dict` (line 712) +- `src.models.from_dict` (line 747) +- `src.models._save_config_to_disk` (line 199) +- `src.models.from_dict` (line 575) +- `src.models.from_dict` (line 683) +- `src.models.from_dict` (line 630) +- `src.models.from_dict` (line 454) +- `src.models.from_dict` (line 949) +- `src.models.from_dict` (line 982) +- `src.models.from_dict` (line 1072) +- `src.models.from_dict` (line 295) +- `src.models.from_dict` (line 656) +- `src.models.from_dict` (line 416) +- `src.models.from_dict` (line 603) +- `src.models.from_dict` (line 920) +- `src.models.from_dict` (line 814) +- `src.models.from_dict` (line 506) +- `src.models.from_dict` (line 893) +- `src.models.from_dict` (line 378) + +### `src\openai_compatible.py` (1 consumer) + +- `src.openai_compatible._to_dict_tool_call` (line 54) + +### `src\project_manager.py` (5 consumers) + +- `src.project_manager.format_discussion` (line 69) +- `src.project_manager.entry_to_str` (line 49) +- `src.project_manager.flat_config` (line 267) +- `src.project_manager.save_project` (line 229) +- `src.project_manager.migrate_from_legacy_config` (line 253) + +## Field access matrix + +| consumer | _est_tokens | _gemini_cache_text | _offload_entry_payload | _pending_comms | _pending_comms_lock | _pending_gui_tasks | _pending_gui_tasks_lock | _pending_history_adds | _pending_history_adds_lock | _recalculate_session_usage | _token_history | _token_stats | _topological_sort_tickets_result | _update_cached_stats | active_discussion | active_project_path | active_project_root | ai_status | append | config | +|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---| +| `_send_llama` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_strip_cache_controls` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_estimate_prompt_tokens` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `build_tier3_context` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `format_discussion` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_grok` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_create_gemini_cache_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_deepseek` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_gemini_cli` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_build_files_section_from_items` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `build_markdown_from_items` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_to_dict_tool_call` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_qwen` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_repair_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_pre_dispatch` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_save_config_to_disk` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_strip_stale_file_refreshes` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `run` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_anthropic` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_invalidate_token_estimate` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_add_bleed_derived` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_start_track_logic_result` | . | . | . | . | . | 2 | 2 | . | . | . | . | . | 1 | . | 1 | 1 | 1 | 4 | . | 1 | +| `entry_to_str` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `ollama_chat` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_trim_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_offload_entry_payload` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `send` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | +| `_estimate_message_tokens` | 1 | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_refresh_api_metrics` | . | 1 | . | . | . | . | . | . | . | 1 | . | 1 | . | 1 | . | . | . | . | . | . | +| `_on_comms_entry` | . | . | 1 | 1 | 1 | . | . | 4 | 4 | . | 1 | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_append_comms` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_repair_deepseek_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_add_history_cache_breakpoint` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_trim_minimax_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_gemini` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | + +_... 33 more fields_ + +## Access pattern + +**Dominant pattern:** whole_struct +**Evidence count:** 50 + +**Per-function pattern distribution:** + +- `whole_struct`: 28 functions (56%) +- `mixed`: 17 functions (34%) +- `field_by_field`: 5 functions (10%) + +## SSDL Sketch for `ToolCall` + +``` +[Q:ToolCall entry-point] -> [Q:PCG lookup] + -> [1: _send_llama] [B:check] (branches=13) + -> [2: from_dict] [B:check] (branches=0) + -> [3: _strip_cache_controls] [B:check] (branches=4) + -> [4: _estimate_prompt_tokens] [B:check] (branches=2) + -> [5: build_tier3_context] [B:check] (branches=50) + -> [6: format_discussion] [B:check] (branches=0) + -> [7: _send_grok] [B:check] (branches=14) + -> [8: _create_gemini_cache_result] [B:check] (branches=3) + -> [9: _send_deepseek] [B:check] (branches=71) + -> [10: _send_gemini_cli] [B:is None?] (branches=23) [N:safe] + -> [11: _build_files_section_from_items] [B:is None?] (branches=5) [N:safe] + -> [12: from_dict] [B:check] (branches=0) + -> [13: from_dict] [B:check] (branches=0) + -> [14: build_markdown_from_items] [B:check] (branches=9) + -> [15: from_dict] [B:check] (branches=0) + -> [16: _to_dict_tool_call] [B:check] (branches=0) + -> [17: _send_qwen] [B:check] (branches=9) + -> [18: _repair_anthropic_history] [B:check] (branches=6) + -> [19: from_dict] [B:check] (branches=0) + -> [20: _pre_dispatch] [B:check] (branches=8) + -> [21: _save_config_to_disk] [B:check] (branches=1) + -> [22: from_dict] [B:check] (branches=0) + -> [23: from_dict] [B:check] (branches=0) + -> [24: from_dict] [B:check] (branches=0) + -> [25: from_dict] [B:check] (branches=0) + -> [26: _strip_stale_file_refreshes] [B:check] (branches=12) + -> [27: run] [B:check] (branches=1) + -> [28: _send_anthropic] [B:is None?] (branches=40) [N:safe] + -> [29: _invalidate_token_estimate] [B:check] (branches=0) + -> [30: _add_bleed_derived] [B:check] (branches=0) + -> [31: _start_track_logic_result] [B:check] (branches=10) + -> [32: entry_to_str] [B:check] (branches=3) + -> [33: ollama_chat] [B:check] (branches=3) + -> [34: _trim_anthropic_history] [B:check] (branches=13) + -> [35: _offload_entry_payload] [B:check] (branches=10) + -> [36: from_dict] [B:check] (branches=0) + -> [37: from_dict] [B:check] (branches=0) + -> [38: from_dict] [B:check] (branches=0) + -> [39: send] [B:check] (branches=19) + -> [40: _estimate_message_tokens] [B:is None?] (branches=9) [N:safe] + -> [41: _refresh_api_metrics] [B:is None?] (branches=11) [N:safe] + -> [42: _on_comms_entry] [B:check] (branches=32) + -> [43: from_dict] [B:check] (branches=0) + -> [44: _append_comms] [B:is None?] (branches=1) [N:safe] + -> [45: from_dict] [B:check] (branches=0) + -> [46: _repair_deepseek_history] [B:check] (branches=6) + -> [47: from_dict] [B:check] (branches=0) + -> [48: _add_history_cache_breakpoint] [B:check] (branches=5) + -> [49: _trim_minimax_history] [B:check] (branches=8) + -> [50: _send_gemini] [B:is None?] (branches=75) [N:safe] + -> [51: flat_config] [B:check] (branches=2) + -> [52: save_project] [B:is None?] (branches=7) [N:safe] + -> [53: build_markdown_no_history] [B:check] (branches=0) + -> [54: _execute_single_tool_call_async] [B:is None?] (branches=15) [N:safe] + -> [55: _send_llama_native] [B:check] (branches=12) + -> [56: _strip_private_keys] [B:check] (branches=0) + -> [57: from_dict] [B:check] (branches=0) + -> [58: from_dict] [B:check] (branches=0) + -> [59: _send_minimax] [B:check] (branches=11) + -> [60: from_dict] [B:check] (branches=0) + -> [61: from_dict] [B:check] (branches=0) + -> [62: _repair_minimax_history] [B:check] (branches=10) + -> [63: _start_track_logic] [B:check] (branches=1) + -> [64: migrate_from_legacy_config] [B:check] (branches=2) + -> [65: _dashscope_call] [B:check] (branches=5) + -> [66: from_dict] [B:check] (branches=0) + -> [67: from_dict] [B:check] (branches=0) + -> [T:done] +``` + +**Effective codepaths:** 40140116231395706750391 (sum of 2^branches across 67 consumers) +**Total branch points:** 541 +**Nil-check functions:** 9 + +**Defusing opportunities:** + +- **Nil Sentinel `[N]`**: Introduce a module-level `NIL_` sentinel whose field accesses return safe defaults. Replace None checks with the sentinel. Collapses 2^branch_count into ~1. + - Effective codepaths: 40140116231395706750391 -> 40140116231395706750373 +- **Immediate-Mode Cache `[Q:key] -> [I:FetchCached] -> [T]`**: Introduce a `toolcall_cache` keyed lookup. Consumers request by key, get cached value, no field-existence checks. Reduces 142 field-check branches to 1 cache lookup. + - Effective codepaths: 40140116231395706750391 -> 142 +- **Generational Handles `[I:ResolveHandle] -> [B:Gen matches?] -> [N|safe]`**: Wrap the aggregate in a generational handle (index + generation). Validation is one comparison; mismatch returns the nil sentinel. Reduces N lifetime branches to 1 handle validation + sentinel return. + - Effective codepaths: 40140116231395706750391 -> 67 + + +## Frequency + +**Dominant frequency:** per_turn +**Evidence count:** 5 + +**Per-function frequency distribution:** + +- `per_turn`: 5 functions + +## Result coverage + +**Summary:** 97 producers, 47 consumers + +| metric | value | +|---|---| +| total producers | 97 | +| result producers | 97 | +| total consumers | 47 | +| result consumers | 0 | + +## Type alias coverage + +**Summary:** 142 sites; 0 typed (0%); 142 untyped (100%) + +| metric | value | +|---|---| +| total field-access sites | 142 | +| typed sites (canonical field) | 0 | +| untyped sites (wildcard) | 142 | + +## Cross-audit findings + +_(no cross-audit findings mapped to this aggregate)_ + +## Decomposition cost + +**Current cost estimate:** 470 us/turn +**Componentize savings:** 0 us/turn +**Unify savings:** 70 us/turn +**Recommended direction:** hold +**Rationale:** ToolCall: access_pattern=whole_struct, frequency=per_turn, struct_field_count=5, struct_frozen=True. Recommended: hold because the current shape matches the access pattern. +**Struct field count (estimated):** 5 +**Struct frozen:** True + +## Struct shape (inferred from producer returns) + +| field | access count | access pattern | +|---|---|---| +| `content` | 15 | hot | +| `marker` | 15 | hot | +| `get` | 7 | hot | +| `pop` | 3 | hot | +| `append` | 2 | used | +| `config` | 2 | used | +| `session_usage` | 2 | used | +| `to_dict` | 1 | used | +| `output` | 1 | used | +| `files` | 1 | used | +| `estimated_prompt_tokens` | 1 | used | +| `max_prompt_tokens` | 1 | used | +| `utilization_pct` | 1 | used | +| `headroom` | 1 | used | +| `would_trim` | 1 | used | +| `sys_tokens` | 1 | used | +| `tool_tokens` | 1 | used | +| `history_tokens` | 1 | used | +| `ai_status` | 1 | used | +| `context_files` | 1 | used | +| `_pending_gui_tasks_lock` | 1 | used | +| `_topological_sort_tickets_result` | 1 | used | +| `active_project_root` | 1 | used | +| `event_queue` | 1 | used | +| `engines` | 1 | used | +| `project` | 1 | used | +| `active_discussion` | 1 | used | +| `submit_io` | 1 | used | +| `tracks` | 1 | used | +| `mma_tier_usage` | 1 | used | +| `_pending_gui_tasks` | 1 | used | +| `mma_step_mode` | 1 | used | +| `active_project_path` | 1 | used | +| `search` | 1 | used | +| `_est_tokens` | 1 | used | +| `latency` | 1 | used | +| `_recalculate_session_usage` | 1 | used | +| `_token_stats` | 1 | used | +| `_gemini_cache_text` | 1 | used | +| `vendor_quota` | 1 | used | +| `last_error` | 1 | used | +| `error` | 1 | used | +| `_update_cached_stats` | 1 | used | +| `usage` | 1 | used | +| `local_ts` | 1 | used | +| `_offload_entry_payload` | 1 | used | +| `ui_auto_add_history` | 1 | used | +| `_pending_comms_lock` | 1 | used | +| `_pending_history_adds_lock` | 1 | used | +| `_token_history` | 1 | used | +| `_pending_comms` | 1 | used | +| `_pending_history_adds` | 1 | used | +| `encode` | 1 | used | + +## Optimization candidates + +_(no optimization candidates generated)_ + +## Verdict + +ToolCall: access_pattern=whole_struct, frequency=per_turn, struct_field_count=5, struct_frozen=True. Recommended: hold because the current shape matches the access pattern. + +## Evidence appendix + +### Access pattern evidence + +| function | pattern | field_accesses | confidence | +|---|---|---|---| +| `src.ai_client._send_llama` | `whole_struct` | | low | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client._strip_cache_controls` | `whole_struct` | | low | +| `src.ai_client._estimate_prompt_tokens` | `whole_struct` | | low | +| `src.aggregate.build_tier3_context` | `whole_struct` | | low | +| `src.project_manager.format_discussion` | `whole_struct` | | low | +| `src.ai_client._send_grok` | `whole_struct` | | low | +| `src.ai_client._create_gemini_cache_result` | `whole_struct` | | low | +| `src.ai_client._send_deepseek` | `whole_struct` | | low | +| `src.ai_client._send_gemini_cli` | `whole_struct` | | low | +| `src.aggregate._build_files_section_from_items` | `whole_struct` | | low | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.aggregate.build_markdown_from_items` | `whole_struct` | | low | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.openai_compatible._to_dict_tool_call` | `whole_struct` | `to_dict`=1 | high | +| `src.ai_client._send_qwen` | `whole_struct` | | low | +| `src.ai_client._repair_anthropic_history` | `whole_struct` | `append`=1 | high | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client._pre_dispatch` | `whole_struct` | | low | +| `src.models._save_config_to_disk` | `whole_struct` | | low | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client._strip_stale_file_refreshes` | `whole_struct` | | low | +| `src.aggregate.run` | `field_by_field` | `output`=1, `files`=2, `get`=7 | high | +| `src.ai_client._send_anthropic` | `whole_struct` | | low | +| `src.ai_client._invalidate_token_estimate` | `whole_struct` | `pop`=1 | high | +| `src.ai_client._add_bleed_derived` | `field_by_field` | `estimated_prompt_tokens`=1, `max_prompt_tokens`=1, `utilization_pct`=1, `headroom`=1, `would_trim`=1, `sys_tokens`=1, `tool_tokens`=1, `history_tokens`=1, `get`=3 | high | +| `src.app_controller._start_track_logic_result` | `field_by_field` | `ai_status`=4, `context_files`=1, `get`=3, `_pending_gui_tasks_lock`=2, `_topological_sort_tickets_result`=1, `active_project_root`=1, `event_queue`=1, `engines`=1, `project`=1, `active_discussion`=1 (+7 more) | high | +| `src.project_manager.entry_to_str` | `whole_struct` | `get`=4 | high | +| `src.ai_client.ollama_chat` | `whole_struct` | | low | +| `src.ai_client._trim_anthropic_history` | `whole_struct` | `pop`=5 | high | +| `src.app_controller._offload_entry_payload` | `whole_struct` | | low | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client.send` | `mixed` | `config`=1, `search`=1 | high | +| `src.ai_client._estimate_message_tokens` | `mixed` | `_est_tokens`=1, `get`=2 | high | +| `src.app_controller._refresh_api_metrics` | `field_by_field` | `latency`=1, `_recalculate_session_usage`=1, `_token_stats`=1, `get`=2, `_gemini_cache_text`=1, `vendor_quota`=1, `last_error`=1, `error`=2, `_update_cached_stats`=1, `session_usage`=2 (+1 more) | high | +| `src.app_controller._on_comms_entry` | `field_by_field` | `local_ts`=1, `_offload_entry_payload`=1, `get`=7, `ui_auto_add_history`=3, `_pending_comms_lock`=1, `session_usage`=5, `_pending_history_adds_lock`=4, `_token_history`=1, `_pending_comms`=1, `_pending_history_adds`=4 | high | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client._append_comms` | `whole_struct` | | low | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client._repair_deepseek_history` | `whole_struct` | `append`=1 | high | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client._add_history_cache_breakpoint` | `whole_struct` | | low | +| `src.ai_client._trim_minimax_history` | `whole_struct` | `pop`=4 | high | +| `src.ai_client._send_gemini` | `whole_struct` | `encode`=1 | high | + +### Frequency evidence + +| function | frequency | source | note | +|---|---|---|---| +| `src.app_controller._api_get_context` | `per_turn` | `static_analysis` | producer from src\app_controller.py | +| `src.ai_client.get_comms_log` | `per_turn` | `static_analysis` | producer from src\ai_client.py | +| `src.api_hook_client.post_project` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py | +| `src.api_hook_client.get_node_status` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py | +| `src.models.to_dict` | `per_turn` | `static_analysis` | producer from src\models.py | + + +--- + + + +### 5.10 ToolDefinition **Aggregate kind:** typealias **Memory dim:** control @@ -5925,276 +5831,276 @@ Result: access_pattern=mixed, frequency=per_turn, struct_field_count=5, struct_f ### `src\ai_client.py` (18 producers) -- `src.ai_client._extract_dashscope_tool_calls` (line 2754) -- `src.ai_client._dashscope_call` (line 2716) -- `src.ai_client._strip_private_keys` (line 1464) -- `src.ai_client._build_deepseek_tools` (line 1148) -- `src.ai_client._parse_tool_args_result` (line 741) -- `src.ai_client._build_chunked_context_blocks` (line 1281) -- `src.ai_client._get_anthropic_tools` (line 664) -- `src.ai_client._get_deepseek_tools` (line 1194) -- `src.ai_client._pre_dispatch` (line 2089) -- `src.ai_client.get_gemini_cache_stats` (line 1604) -- `src.ai_client._load_credentials` (line 282) -- `src.ai_client.get_token_stats` (line 3185) -- `src.ai_client.ollama_chat` (line 2938) -- `src.ai_client._build_anthropic_tools` (line 623) - `src.ai_client.get_comms_log` (line 273) -- `src.ai_client._content_block_to_dict` (line 1200) +- `src.ai_client._parse_tool_args_result` (line 741) +- `src.ai_client._get_anthropic_tools` (line 664) +- `src.ai_client._dashscope_call` (line 2716) +- `src.ai_client._pre_dispatch` (line 2089) +- `src.ai_client.ollama_chat` (line 2938) +- `src.ai_client._load_credentials` (line 282) +- `src.ai_client._strip_private_keys` (line 1464) +- `src.ai_client.get_token_stats` (line 3185) - `src.ai_client._add_bleed_derived` (line 3332) - `src.ai_client._send_cli_round_result` (line 1746) +- `src.ai_client._extract_dashscope_tool_calls` (line 2754) +- `src.ai_client.get_gemini_cache_stats` (line 1604) +- `src.ai_client._get_deepseek_tools` (line 1194) +- `src.ai_client._build_deepseek_tools` (line 1148) +- `src.ai_client._content_block_to_dict` (line 1200) +- `src.ai_client._build_anthropic_tools` (line 623) +- `src.ai_client._build_chunked_context_blocks` (line 1281) ### `src\api_hook_client.py` (39 producers) -- `src.api_hook_client.get_warmup_wait` (line 332) -- `src.api_hook_client.wait_for_event` (line 136) -- `src.api_hook_client.clear_events` (line 129) -- `src.api_hook_client.get_warmup_status` (line 325) -- `src.api_hook_client.get_project` (line 367) -- `src.api_hook_client.get_mma_workers` (line 546) -- `src.api_hook_client.reject_patch` (line 288) -- `src.api_hook_client.get_gui_state` (line 165) -- `src.api_hook_client.get_events` (line 124) - `src.api_hook_client.post_project` (line 473) -- `src.api_hook_client.get_session` (line 502) -- `src.api_hook_client.get_io_pool_status` (line 420) -- `src.api_hook_client.trigger_patch` (line 274) +- `src.api_hook_client.get_node_status` (line 532) +- `src.api_hook_client.click` (line 223) +- `src.api_hook_client.get_startup_timeline` (line 353) +- `src.api_hook_client.select_tab` (line 263) +- `src.api_hook_client.reject_patch` (line 288) +- `src.api_hook_client.clear_events` (line 129) +- `src.api_hook_client.post_gui` (line 149) +- `src.api_hook_client.get_warmup_status` (line 325) +- `src.api_hook_client.select_list_item` (line 256) - `src.api_hook_client.get_gui_health` (line 434) +- `src.api_hook_client.wait_for_event` (line 136) +- `src.api_hook_client.post_project` (line 470) +- `src.api_hook_client.apply_patch` (line 281) +- `src.api_hook_client.get_project_switch_status` (line 374) +- `src.api_hook_client.get_io_pool_status` (line 420) +- `src.api_hook_client.get_financial_metrics` (line 520) +- `src.api_hook_client.drag` (line 230) +- `src.api_hook_client.get_warmup_canaries` (line 342) +- `src.api_hook_client.get_gui_diagnostics` (line 311) +- `src.api_hook_client.trigger_patch` (line 274) +- `src.api_hook_client.get_project` (line 367) +- `src.api_hook_client.get_events` (line 124) +- `src.api_hook_client.get_warmup_wait` (line 332) +- `src.api_hook_client.set_value` (line 212) +- `src.api_hook_client.get_mma_status` (line 539) +- `src.api_hook_client.post_session` (line 117) +- `src.api_hook_client.wait_for_project_switch` (line 389) +- `src.api_hook_client.get_performance` (line 318) +- `src.api_hook_client.get_system_telemetry` (line 524) +- `src.api_hook_client.push_event` (line 156) +- `src.api_hook_client.get_gui_state` (line 165) +- `src.api_hook_client._make_request` (line 65) - `src.api_hook_client.get_status` (line 105) - `src.api_hook_client.get_context_state` (line 491) -- `src.api_hook_client.set_value` (line 212) -- `src.api_hook_client.post_gui` (line 149) -- `src.api_hook_client.get_gui_diagnostics` (line 311) -- `src.api_hook_client.get_mma_status` (line 539) -- `src.api_hook_client.get_startup_timeline` (line 353) -- `src.api_hook_client.get_node_status` (line 532) -- `src.api_hook_client.get_performance` (line 318) -- `src.api_hook_client.post_session` (line 117) -- `src.api_hook_client.push_event` (line 156) -- `src.api_hook_client.get_warmup_canaries` (line 342) -- `src.api_hook_client.drag` (line 230) -- `src.api_hook_client.apply_patch` (line 281) -- `src.api_hook_client.post_project` (line 470) -- `src.api_hook_client.get_patch_status` (line 295) -- `src.api_hook_client.wait_for_project_switch` (line 389) -- `src.api_hook_client.click` (line 223) -- `src.api_hook_client.select_list_item` (line 256) -- `src.api_hook_client.get_project_switch_status` (line 374) -- `src.api_hook_client.get_system_telemetry` (line 524) -- `src.api_hook_client._make_request` (line 65) -- `src.api_hook_client.select_tab` (line 263) +- `src.api_hook_client.get_session` (line 502) +- `src.api_hook_client.get_mma_workers` (line 546) - `src.api_hook_client.right_click` (line 237) -- `src.api_hook_client.get_financial_metrics` (line 520) +- `src.api_hook_client.get_patch_status` (line 295) ### `src\app_controller.py` (30 producers) -- `src.app_controller.wait` (line 5205) -- `src.app_controller._pending_mma_spawn` (line 2772) -- `src.app_controller._offload_entry_payload` (line 4240) -- `src.app_controller._api_get_diagnostics` (line 202) -- `src.app_controller.get_gui_state` (line 2829) -- `src.app_controller.load_config` (line 5142) -- `src.app_controller._api_get_session` (line 374) -- `src.app_controller._api_pending_actions` (line 335) -- `src.app_controller.get_context` (line 2892) -- `src.app_controller.token_stats` (line 2898) -- `src.app_controller._api_get_api_project` (line 188) - `src.app_controller._api_get_context` (line 398) -- `src.app_controller._api_token_stats` (line 417) -- `src.app_controller.get_mma_status` (line 2835) -- `src.app_controller._api_get_performance` (line 195) - `src.app_controller._api_get_api_session` (line 170) -- `src.app_controller._api_get_gui_state` (line 123) -- `src.app_controller.get_performance` (line 2856) -- `src.app_controller.pending_actions` (line 2874) -- `src.app_controller.status` (line 2865) -- `src.app_controller._api_get_mma_status` (line 144) -- `src.app_controller.generate` (line 2868) -- `src.app_controller.get_api_project` (line 2853) -- `src.app_controller._api_status` (line 209) -- `src.app_controller._api_generate` (line 221) -- `src.app_controller.get_session` (line 2883) -- `src.app_controller.get_diagnostics` (line 2862) -- `src.app_controller.get_session_insights` (line 3049) -- `src.app_controller._pending_mma_approval` (line 2776) - `src.app_controller.get_api_session` (line 2847) +- `src.app_controller._api_get_gui_state` (line 123) +- `src.app_controller.get_api_project` (line 2853) +- `src.app_controller._api_get_performance` (line 195) +- `src.app_controller._offload_entry_payload` (line 4240) +- `src.app_controller.get_gui_state` (line 2829) +- `src.app_controller.get_performance` (line 2856) +- `src.app_controller._api_status` (line 209) +- `src.app_controller._api_get_mma_status` (line 144) +- `src.app_controller.get_mma_status` (line 2835) +- `src.app_controller._pending_mma_spawn` (line 2772) +- `src.app_controller.get_diagnostics` (line 2862) +- `src.app_controller._api_pending_actions` (line 335) +- `src.app_controller._api_token_stats` (line 417) +- `src.app_controller.wait` (line 5205) +- `src.app_controller.pending_actions` (line 2874) +- `src.app_controller.load_config` (line 5142) +- `src.app_controller._pending_mma_approval` (line 2776) +- `src.app_controller._api_get_diagnostics` (line 202) +- `src.app_controller.get_context` (line 2892) +- `src.app_controller.get_session` (line 2883) +- `src.app_controller._api_get_api_project` (line 188) +- `src.app_controller.get_session_insights` (line 3049) +- `src.app_controller._api_get_session` (line 374) +- `src.app_controller.token_stats` (line 2898) +- `src.app_controller._api_generate` (line 221) +- `src.app_controller.status` (line 2865) +- `src.app_controller.generate` (line 2868) ### `src\models.py` (23 producers) -- `src.models.to_dict` (line 646) -- `src.models.to_dict` (line 406) -- `src.models.to_dict` (line 855) -- `src.models.to_dict` (line 938) -- `src.models.to_dict` (line 1059) -- `src.models.parse_history_entries` (line 214) +- `src.models.to_dict` (line 288) - `src.models.to_dict` (line 794) -- `src.models.to_dict` (line 1000) -- `src.models.to_dict` (line 672) -- `src.models.to_dict` (line 355) -- `src.models.to_dict` (line 486) - `src.models.to_dict` (line 913) - `src.models.to_dict` (line 596) -- `src.models.to_dict` (line 886) +- `src.models.to_dict` (line 701) - `src.models.to_dict` (line 558) -- `src.models._load_config_from_disk` (line 186) - `src.models.to_dict` (line 441) - `src.models.to_dict` (line 1024) -- `src.models.to_dict` (line 971) -- `src.models.to_dict` (line 288) - `src.models.to_dict` (line 737) +- `src.models.to_dict` (line 486) - `src.models.to_dict` (line 618) -- `src.models.to_dict` (line 701) +- `src.models.to_dict` (line 886) +- `src.models.to_dict` (line 971) +- `src.models._load_config_from_disk` (line 186) +- `src.models.to_dict` (line 406) +- `src.models.to_dict` (line 646) +- `src.models.to_dict` (line 672) +- `src.models.to_dict` (line 355) +- `src.models.to_dict` (line 1059) +- `src.models.to_dict` (line 855) +- `src.models.to_dict` (line 1000) +- `src.models.parse_history_entries` (line 214) +- `src.models.to_dict` (line 938) ### `src\project_manager.py` (8 producers) -- `src.project_manager.get_all_tracks` (line 342) - `src.project_manager.load_history` (line 209) - `src.project_manager.str_to_entry` (line 75) +- `src.project_manager.load_project` (line 186) +- `src.project_manager.default_discussion` (line 117) - `src.project_manager.default_project` (line 123) - `src.project_manager.migrate_from_legacy_config` (line 253) - `src.project_manager.flat_config` (line 267) -- `src.project_manager.load_project` (line 186) -- `src.project_manager.default_discussion` (line 117) +- `src.project_manager.get_all_tracks` (line 342) ## Consumers (66) ### `src\aggregate.py` (5 consumers) -- `src.aggregate.build_markdown_from_items` (line 348) - `src.aggregate.build_tier3_context` (line 382) -- `src.aggregate.build_markdown_no_history` (line 366) -- `src.aggregate.run` (line 479) - `src.aggregate._build_files_section_from_items` (line 300) +- `src.aggregate.build_markdown_from_items` (line 348) +- `src.aggregate.run` (line 479) +- `src.aggregate.build_markdown_no_history` (line 366) ### `src\ai_client.py` (29 consumers) -- `src.ai_client._invalidate_token_estimate` (line 1240) -- `src.ai_client._create_gemini_cache_result` (line 1706) -- `src.ai_client._send_grok` (line 2530) -- `src.ai_client._strip_private_keys` (line 1464) -- `src.ai_client._send_gemini_cli` (line 2019) -- `src.ai_client._send_gemini` (line 1802) -- `src.ai_client._send_anthropic` (line 1405) -- `src.ai_client._trim_anthropic_history` (line 1353) - `src.ai_client._send_llama` (line 2858) -- `src.ai_client._repair_minimax_history` (line 2462) -- `src.ai_client._strip_stale_file_refreshes` (line 1253) -- `src.ai_client._send_deepseek` (line 2165) -- `src.ai_client._add_bleed_derived` (line 3332) -- `src.ai_client._send_llama_native` (line 2958) -- `src.ai_client.ollama_chat` (line 2938) -- `src.ai_client._send_qwen` (line 2773) -- `src.ai_client._repair_deepseek_history` (line 2138) -- `src.ai_client._execute_single_tool_call_async` (line 945) -- `src.ai_client._repair_anthropic_history` (line 1381) - `src.ai_client._strip_cache_controls` (line 1291) -- `src.ai_client._dashscope_call` (line 2716) - `src.ai_client._estimate_prompt_tokens` (line 1243) -- `src.ai_client._append_comms` (line 257) -- `src.ai_client._estimate_message_tokens` (line 1218) -- `src.ai_client._add_history_cache_breakpoint` (line 1299) +- `src.ai_client._send_grok` (line 2530) +- `src.ai_client._create_gemini_cache_result` (line 1706) +- `src.ai_client._send_deepseek` (line 2165) +- `src.ai_client._send_gemini_cli` (line 2019) +- `src.ai_client._send_qwen` (line 2773) +- `src.ai_client._repair_anthropic_history` (line 1381) - `src.ai_client._pre_dispatch` (line 2089) -- `src.ai_client._trim_minimax_history` (line 2482) -- `src.ai_client._send_minimax` (line 2616) +- `src.ai_client._strip_stale_file_refreshes` (line 1253) +- `src.ai_client._send_anthropic` (line 1405) +- `src.ai_client._invalidate_token_estimate` (line 1240) +- `src.ai_client._add_bleed_derived` (line 3332) +- `src.ai_client.ollama_chat` (line 2938) +- `src.ai_client._trim_anthropic_history` (line 1353) - `src.ai_client.send` (line 3208) +- `src.ai_client._estimate_message_tokens` (line 1218) +- `src.ai_client._append_comms` (line 257) +- `src.ai_client._repair_deepseek_history` (line 2138) +- `src.ai_client._add_history_cache_breakpoint` (line 1299) +- `src.ai_client._trim_minimax_history` (line 2482) +- `src.ai_client._send_gemini` (line 1802) +- `src.ai_client._execute_single_tool_call_async` (line 945) +- `src.ai_client._send_llama_native` (line 2958) +- `src.ai_client._strip_private_keys` (line 1464) +- `src.ai_client._send_minimax` (line 2616) +- `src.ai_client._repair_minimax_history` (line 2462) +- `src.ai_client._dashscope_call` (line 2716) ### `src\app_controller.py` (5 consumers) -- `src.app_controller._offload_entry_payload` (line 4240) -- `src.app_controller._on_comms_entry` (line 4282) - `src.app_controller._start_track_logic_result` (line 4728) +- `src.app_controller._offload_entry_payload` (line 4240) - `src.app_controller._refresh_api_metrics` (line 3074) +- `src.app_controller._on_comms_entry` (line 4282) - `src.app_controller._start_track_logic` (line 4721) ### `src\models.py` (22 consumers) -- `src.models.from_dict` (line 920) -- `src.models.from_dict` (line 603) -- `src.models.from_dict` (line 506) -- `src.models.from_dict` (line 814) -- `src.models.from_dict` (line 893) -- `src.models.from_dict` (line 378) - `src.models.from_dict` (line 1038) - `src.models.from_dict` (line 1007) -- `src.models.from_dict` (line 747) -- `src.models.from_dict` (line 683) -- `src.models.from_dict` (line 712) - `src.models.from_dict` (line 866) -- `src.models.from_dict` (line 454) -- `src.models.from_dict` (line 575) -- `src.models.from_dict` (line 630) +- `src.models.from_dict` (line 712) +- `src.models.from_dict` (line 747) - `src.models._save_config_to_disk` (line 199) +- `src.models.from_dict` (line 575) +- `src.models.from_dict` (line 683) +- `src.models.from_dict` (line 630) +- `src.models.from_dict` (line 454) - `src.models.from_dict` (line 949) - `src.models.from_dict` (line 982) -- `src.models.from_dict` (line 295) -- `src.models.from_dict` (line 416) -- `src.models.from_dict` (line 656) - `src.models.from_dict` (line 1072) +- `src.models.from_dict` (line 295) +- `src.models.from_dict` (line 656) +- `src.models.from_dict` (line 416) +- `src.models.from_dict` (line 603) +- `src.models.from_dict` (line 920) +- `src.models.from_dict` (line 814) +- `src.models.from_dict` (line 506) +- `src.models.from_dict` (line 893) +- `src.models.from_dict` (line 378) ### `src\project_manager.py` (5 consumers) -- `src.project_manager.save_project` (line 229) - `src.project_manager.format_discussion` (line 69) - `src.project_manager.entry_to_str` (line 49) - `src.project_manager.flat_config` (line 267) +- `src.project_manager.save_project` (line 229) - `src.project_manager.migrate_from_legacy_config` (line 253) ## Field access matrix -| consumer | _offload_entry_payload | _pending_comms | _pending_comms_lock | _pending_gui_tasks | _pending_gui_tasks_lock | _pending_history_adds | _pending_history_adds_lock | _token_history | _topological_sort_tickets_result | active_discussion | active_project_path | active_project_root | ai_status | append | config | content | context_files | discussion | encode | engines | +| consumer | _est_tokens | _gemini_cache_text | _offload_entry_payload | _pending_comms | _pending_comms_lock | _pending_gui_tasks | _pending_gui_tasks_lock | _pending_history_adds | _pending_history_adds_lock | _recalculate_session_usage | _token_history | _token_stats | _topological_sort_tickets_result | _update_cached_stats | active_discussion | active_project_path | active_project_root | ai_status | append | config | |---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---| -| `_invalidate_token_estimate` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `build_markdown_from_items` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_create_gemini_cache_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_grok` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_strip_private_keys` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_send_gemini_cli` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_send_gemini` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_send_anthropic` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `save_project` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 2 | . | . | -| `_trim_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | | `_send_llama` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `build_tier3_context` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_offload_entry_payload` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `format_discussion` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `entry_to_str` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_repair_minimax_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_strip_stale_file_refreshes` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_deepseek` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_add_bleed_derived` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `build_markdown_no_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `flat_config` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_llama_native` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `ollama_chat` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_qwen` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_on_comms_entry` | 1 | 1 | 1 | . | . | 4 | 4 | 1 | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_repair_deepseek_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_execute_single_tool_call_async` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_repair_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | | `_strip_cache_controls` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `run` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_save_config_to_disk` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_dashscope_call` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_start_track_logic_result` | . | . | . | 2 | 2 | . | . | . | 1 | 1 | 1 | 1 | 4 | . | 1 | . | 1 | . | . | 1 | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | | `_estimate_prompt_tokens` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `build_tier3_context` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `format_discussion` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_grok` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_create_gemini_cache_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_deepseek` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_gemini_cli` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_build_files_section_from_items` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `build_markdown_from_items` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_qwen` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_repair_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_pre_dispatch` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_save_config_to_disk` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_strip_stale_file_refreshes` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `run` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_anthropic` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_invalidate_token_estimate` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_add_bleed_derived` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_start_track_logic_result` | . | . | . | . | . | 2 | 2 | . | . | . | . | . | 1 | . | 1 | 1 | 1 | 4 | . | 1 | +| `entry_to_str` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `ollama_chat` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_trim_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_offload_entry_payload` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `send` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | +| `_estimate_message_tokens` | 1 | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_refresh_api_metrics` | . | 1 | . | . | . | . | . | . | . | 1 | . | 1 | . | 1 | . | . | . | . | . | . | +| `_on_comms_entry` | . | . | 1 | 1 | 1 | . | . | 4 | 4 | . | 1 | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_append_comms` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_repair_deepseek_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_add_history_cache_breakpoint` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_trim_minimax_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_gemini` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `flat_config` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -_... 23 more fields_ +_... 32 more fields_ ## Access pattern @@ -6204,79 +6110,79 @@ _... 23 more fields_ **Per-function pattern distribution:** - `whole_struct`: 28 functions (56%) -- `mixed`: 18 functions (36%) -- `field_by_field`: 4 functions (8%) +- `mixed`: 17 functions (34%) +- `field_by_field`: 5 functions (10%) ## SSDL Sketch for `ToolDefinition` ``` [Q:ToolDefinition entry-point] -> [Q:PCG lookup] - -> [1: _invalidate_token_estimate] [B:check] (branches=0) + -> [1: _send_llama] [B:check] (branches=13) -> [2: from_dict] [B:check] (branches=0) - -> [3: build_markdown_from_items] [B:check] (branches=9) - -> [4: from_dict] [B:check] (branches=0) - -> [5: _create_gemini_cache_result] [B:check] (branches=3) - -> [6: _send_grok] [B:check] (branches=14) - -> [7: _strip_private_keys] [B:check] (branches=0) - -> [8: from_dict] [B:check] (branches=0) - -> [9: _send_gemini_cli] [B:is None?] (branches=23) [N:safe] - -> [10: from_dict] [B:check] (branches=0) - -> [11: from_dict] [B:check] (branches=0) - -> [12: _send_gemini] [B:is None?] (branches=75) [N:safe] + -> [3: _strip_cache_controls] [B:check] (branches=4) + -> [4: _estimate_prompt_tokens] [B:check] (branches=2) + -> [5: build_tier3_context] [B:check] (branches=50) + -> [6: format_discussion] [B:check] (branches=0) + -> [7: _send_grok] [B:check] (branches=14) + -> [8: _create_gemini_cache_result] [B:check] (branches=3) + -> [9: _send_deepseek] [B:check] (branches=71) + -> [10: _send_gemini_cli] [B:is None?] (branches=23) [N:safe] + -> [11: _build_files_section_from_items] [B:is None?] (branches=5) [N:safe] + -> [12: from_dict] [B:check] (branches=0) -> [13: from_dict] [B:check] (branches=0) - -> [14: from_dict] [B:check] (branches=0) - -> [15: _send_anthropic] [B:is None?] (branches=40) [N:safe] - -> [16: save_project] [B:is None?] (branches=7) [N:safe] - -> [17: _trim_anthropic_history] [B:check] (branches=13) - -> [18: _send_llama] [B:check] (branches=13) - -> [19: build_tier3_context] [B:check] (branches=50) - -> [20: _offload_entry_payload] [B:check] (branches=10) - -> [21: format_discussion] [B:check] (branches=0) - -> [22: entry_to_str] [B:check] (branches=3) - -> [23: _repair_minimax_history] [B:check] (branches=10) + -> [14: build_markdown_from_items] [B:check] (branches=9) + -> [15: from_dict] [B:check] (branches=0) + -> [16: _send_qwen] [B:check] (branches=9) + -> [17: _repair_anthropic_history] [B:check] (branches=6) + -> [18: from_dict] [B:check] (branches=0) + -> [19: _pre_dispatch] [B:check] (branches=8) + -> [20: _save_config_to_disk] [B:check] (branches=1) + -> [21: from_dict] [B:check] (branches=0) + -> [22: from_dict] [B:check] (branches=0) + -> [23: from_dict] [B:check] (branches=0) -> [24: from_dict] [B:check] (branches=0) - -> [25: from_dict] [B:check] (branches=0) - -> [26: _strip_stale_file_refreshes] [B:check] (branches=12) - -> [27: _send_deepseek] [B:check] (branches=71) - -> [28: _add_bleed_derived] [B:check] (branches=0) - -> [29: from_dict] [B:check] (branches=0) - -> [30: build_markdown_no_history] [B:check] (branches=0) - -> [31: flat_config] [B:check] (branches=2) - -> [32: _send_llama_native] [B:check] (branches=12) - -> [33: ollama_chat] [B:check] (branches=3) - -> [34: _send_qwen] [B:check] (branches=9) - -> [35: _on_comms_entry] [B:check] (branches=32) + -> [25: _strip_stale_file_refreshes] [B:check] (branches=12) + -> [26: run] [B:check] (branches=1) + -> [27: _send_anthropic] [B:is None?] (branches=40) [N:safe] + -> [28: _invalidate_token_estimate] [B:check] (branches=0) + -> [29: _add_bleed_derived] [B:check] (branches=0) + -> [30: _start_track_logic_result] [B:check] (branches=10) + -> [31: entry_to_str] [B:check] (branches=3) + -> [32: ollama_chat] [B:check] (branches=3) + -> [33: _trim_anthropic_history] [B:check] (branches=13) + -> [34: _offload_entry_payload] [B:check] (branches=10) + -> [35: from_dict] [B:check] (branches=0) -> [36: from_dict] [B:check] (branches=0) -> [37: from_dict] [B:check] (branches=0) - -> [38: _repair_deepseek_history] [B:check] (branches=6) - -> [39: from_dict] [B:check] (branches=0) - -> [40: from_dict] [B:check] (branches=0) - -> [41: _execute_single_tool_call_async] [B:is None?] (branches=15) [N:safe] + -> [38: send] [B:check] (branches=19) + -> [39: _estimate_message_tokens] [B:is None?] (branches=9) [N:safe] + -> [40: _refresh_api_metrics] [B:is None?] (branches=11) [N:safe] + -> [41: _on_comms_entry] [B:check] (branches=32) -> [42: from_dict] [B:check] (branches=0) - -> [43: _repair_anthropic_history] [B:check] (branches=6) - -> [44: _strip_cache_controls] [B:check] (branches=4) - -> [45: run] [B:check] (branches=1) - -> [46: _save_config_to_disk] [B:check] (branches=1) - -> [47: _dashscope_call] [B:check] (branches=5) - -> [48: _start_track_logic_result] [B:check] (branches=10) - -> [49: from_dict] [B:check] (branches=0) - -> [50: _estimate_prompt_tokens] [B:check] (branches=2) - -> [51: _append_comms] [B:is None?] (branches=1) [N:safe] - -> [52: from_dict] [B:check] (branches=0) - -> [53: _estimate_message_tokens] [B:is None?] (branches=9) [N:safe] - -> [54: _add_history_cache_breakpoint] [B:check] (branches=5) - -> [55: _pre_dispatch] [B:check] (branches=8) + -> [43: _append_comms] [B:is None?] (branches=1) [N:safe] + -> [44: from_dict] [B:check] (branches=0) + -> [45: _repair_deepseek_history] [B:check] (branches=6) + -> [46: from_dict] [B:check] (branches=0) + -> [47: _add_history_cache_breakpoint] [B:check] (branches=5) + -> [48: _trim_minimax_history] [B:check] (branches=8) + -> [49: _send_gemini] [B:is None?] (branches=75) [N:safe] + -> [50: flat_config] [B:check] (branches=2) + -> [51: save_project] [B:is None?] (branches=7) [N:safe] + -> [52: build_markdown_no_history] [B:check] (branches=0) + -> [53: _execute_single_tool_call_async] [B:is None?] (branches=15) [N:safe] + -> [54: _send_llama_native] [B:check] (branches=12) + -> [55: _strip_private_keys] [B:check] (branches=0) -> [56: from_dict] [B:check] (branches=0) - -> [57: _build_files_section_from_items] [B:is None?] (branches=5) [N:safe] - -> [58: _trim_minimax_history] [B:check] (branches=8) - -> [59: _refresh_api_metrics] [B:is None?] (branches=11) [N:safe] - -> [60: _start_track_logic] [B:check] (branches=1) - -> [61: from_dict] [B:check] (branches=0) - -> [62: from_dict] [B:check] (branches=0) - -> [63: from_dict] [B:check] (branches=0) - -> [64: migrate_from_legacy_config] [B:check] (branches=2) - -> [65: _send_minimax] [B:check] (branches=11) - -> [66: send] [B:check] (branches=19) + -> [57: from_dict] [B:check] (branches=0) + -> [58: _send_minimax] [B:check] (branches=11) + -> [59: from_dict] [B:check] (branches=0) + -> [60: from_dict] [B:check] (branches=0) + -> [61: _repair_minimax_history] [B:check] (branches=10) + -> [62: _start_track_logic] [B:check] (branches=1) + -> [63: migrate_from_legacy_config] [B:check] (branches=2) + -> [64: _dashscope_call] [B:check] (branches=5) + -> [65: from_dict] [B:check] (branches=0) + -> [66: from_dict] [B:check] (branches=0) -> [T:done] ``` @@ -6288,8 +6194,8 @@ _... 23 more fields_ - **Nil Sentinel `[N]`**: Introduce a module-level `NIL_` sentinel whose field accesses return safe defaults. Replace None checks with the sentinel. Collapses 2^branch_count into ~1. - Effective codepaths: 40140116231395706750390 -> 40140116231395706750372 -- **Immediate-Mode Cache `[Q:key] -> [I:FetchCached] -> [T]`**: Introduce a `tooldefinition_cache` keyed lookup. Consumers request by key, get cached value, no field-existence checks. Reduces 135 field-check branches to 1 cache lookup. - - Effective codepaths: 40140116231395706750390 -> 135 +- **Immediate-Mode Cache `[Q:key] -> [I:FetchCached] -> [T]`**: Introduce a `tooldefinition_cache` keyed lookup. Consumers request by key, get cached value, no field-existence checks. Reduces 148 field-check branches to 1 cache lookup. + - Effective codepaths: 40140116231395706750390 -> 148 - **Generational Handles `[I:ResolveHandle] -> [B:Gen matches?] -> [N|safe]`**: Wrap the aggregate in a generational handle (index + generation). Validation is one comparison; mismatch returns the nil sentinel. Reduces N lifetime branches to 1 handle validation + sentinel return. - Effective codepaths: 40140116231395706750390 -> 66 @@ -6316,13 +6222,13 @@ _... 23 more fields_ ## Type alias coverage -**Summary:** 135 sites; 0 typed (0%); 135 untyped (100%) +**Summary:** 148 sites; 0 typed (0%); 148 untyped (100%) | metric | value | |---|---| -| total field-access sites | 135 | +| total field-access sites | 148 | | typed sites (canonical field) | 0 | -| untyped sites (wildcard) | 135 | +| untyped sites (wildcard) | 148 | ## Cross-audit findings @@ -6344,14 +6250,15 @@ _... 23 more fields_ | field | access count | access pattern | |---|---|---| -| `content` | 16 | hot | -| `marker` | 16 | hot | -| `get` | 7 | hot | -| `append` | 3 | hot | -| `pop` | 2 | used | -| `files` | 2 | used | -| `encode` | 1 | used | -| `discussion` | 1 | used | +| `content` | 15 | hot | +| `marker` | 15 | hot | +| `get` | 8 | hot | +| `pop` | 3 | hot | +| `append` | 2 | used | +| `config` | 2 | used | +| `session_usage` | 2 | used | +| `output` | 1 | used | +| `files` | 1 | used | | `estimated_prompt_tokens` | 1 | used | | `max_prompt_tokens` | 1 | used | | `utilization_pct` | 1 | used | @@ -6360,17 +6267,6 @@ _... 23 more fields_ | `sys_tokens` | 1 | used | | `tool_tokens` | 1 | used | | `history_tokens` | 1 | used | -| `local_ts` | 1 | used | -| `_offload_entry_payload` | 1 | used | -| `ui_auto_add_history` | 1 | used | -| `_pending_comms_lock` | 1 | used | -| `session_usage` | 1 | used | -| `_pending_history_adds_lock` | 1 | used | -| `_token_history` | 1 | used | -| `_pending_comms` | 1 | used | -| `_pending_history_adds` | 1 | used | -| `items` | 1 | used | -| `output` | 1 | used | | `ai_status` | 1 | used | | `context_files` | 1 | used | | `_pending_gui_tasks_lock` | 1 | used | @@ -6382,11 +6278,30 @@ _... 23 more fields_ | `active_discussion` | 1 | used | | `submit_io` | 1 | used | | `tracks` | 1 | used | -| `config` | 1 | used | | `mma_tier_usage` | 1 | used | | `_pending_gui_tasks` | 1 | used | | `mma_step_mode` | 1 | used | | `active_project_path` | 1 | used | +| `search` | 1 | used | +| `_est_tokens` | 1 | used | +| `latency` | 1 | used | +| `_recalculate_session_usage` | 1 | used | +| `_token_stats` | 1 | used | +| `_gemini_cache_text` | 1 | used | +| `vendor_quota` | 1 | used | +| `last_error` | 1 | used | +| `error` | 1 | used | +| `_update_cached_stats` | 1 | used | +| `usage` | 1 | used | +| `local_ts` | 1 | used | +| `_offload_entry_payload` | 1 | used | +| `ui_auto_add_history` | 1 | used | +| `_pending_comms_lock` | 1 | used | +| `_pending_history_adds_lock` | 1 | used | +| `_token_history` | 1 | used | +| `_pending_comms` | 1 | used | +| `_pending_history_adds` | 1 | used | +| `encode` | 1 | used | ## Optimization candidates @@ -6402,73 +6317,73 @@ ToolDefinition: access_pattern=whole_struct, frequency=per_turn, struct_field_co | function | pattern | field_accesses | confidence | |---|---|---|---| -| `src.ai_client._invalidate_token_estimate` | `whole_struct` | `pop`=1 | high | +| `src.ai_client._send_llama` | `whole_struct` | | low | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client._strip_cache_controls` | `whole_struct` | | low | +| `src.ai_client._estimate_prompt_tokens` | `whole_struct` | | low | +| `src.aggregate.build_tier3_context` | `whole_struct` | | low | +| `src.project_manager.format_discussion` | `whole_struct` | | low | +| `src.ai_client._send_grok` | `whole_struct` | | low | +| `src.ai_client._create_gemini_cache_result` | `whole_struct` | | low | +| `src.ai_client._send_deepseek` | `whole_struct` | | low | +| `src.ai_client._send_gemini_cli` | `whole_struct` | | low | +| `src.aggregate._build_files_section_from_items` | `whole_struct` | | low | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.aggregate.build_markdown_from_items` | `whole_struct` | | low | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._create_gemini_cache_result` | `whole_struct` | | low | -| `src.ai_client._send_grok` | `whole_struct` | | low | -| `src.ai_client._strip_private_keys` | `whole_struct` | | low | +| `src.ai_client._send_qwen` | `whole_struct` | | low | +| `src.ai_client._repair_anthropic_history` | `whole_struct` | `append`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._send_gemini_cli` | `whole_struct` | | low | +| `src.ai_client._pre_dispatch` | `whole_struct` | | low | +| `src.models._save_config_to_disk` | `whole_struct` | | low | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._send_gemini` | `whole_struct` | `encode`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._send_anthropic` | `whole_struct` | | low | -| `src.project_manager.save_project` | `mixed` | `discussion`=2, `files`=3 | high | -| `src.ai_client._trim_anthropic_history` | `whole_struct` | `pop`=5 | high | -| `src.ai_client._send_llama` | `whole_struct` | | low | -| `src.aggregate.build_tier3_context` | `whole_struct` | | low | -| `src.app_controller._offload_entry_payload` | `whole_struct` | | low | -| `src.project_manager.format_discussion` | `whole_struct` | | low | -| `src.project_manager.entry_to_str` | `whole_struct` | `get`=4 | high | -| `src.ai_client._repair_minimax_history` | `whole_struct` | `append`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.ai_client._strip_stale_file_refreshes` | `whole_struct` | | low | -| `src.ai_client._send_deepseek` | `whole_struct` | | low | +| `src.aggregate.run` | `field_by_field` | `output`=1, `files`=2, `get`=7 | high | +| `src.ai_client._send_anthropic` | `whole_struct` | | low | +| `src.ai_client._invalidate_token_estimate` | `whole_struct` | `pop`=1 | high | | `src.ai_client._add_bleed_derived` | `field_by_field` | `estimated_prompt_tokens`=1, `max_prompt_tokens`=1, `utilization_pct`=1, `headroom`=1, `would_trim`=1, `sys_tokens`=1, `tool_tokens`=1, `history_tokens`=1, `get`=3 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.aggregate.build_markdown_no_history` | `whole_struct` | | low | -| `src.project_manager.flat_config` | `whole_struct` | `get`=7 | high | -| `src.ai_client._send_llama_native` | `whole_struct` | | low | +| `src.app_controller._start_track_logic_result` | `field_by_field` | `ai_status`=4, `context_files`=1, `get`=3, `_pending_gui_tasks_lock`=2, `_topological_sort_tickets_result`=1, `active_project_root`=1, `event_queue`=1, `engines`=1, `project`=1, `active_discussion`=1 (+7 more) | high | +| `src.project_manager.entry_to_str` | `whole_struct` | `get`=4 | high | | `src.ai_client.ollama_chat` | `whole_struct` | | low | -| `src.ai_client._send_qwen` | `whole_struct` | | low | +| `src.ai_client._trim_anthropic_history` | `whole_struct` | `pop`=5 | high | +| `src.app_controller._offload_entry_payload` | `whole_struct` | | low | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client.send` | `mixed` | `config`=1, `search`=1 | high | +| `src.ai_client._estimate_message_tokens` | `mixed` | `_est_tokens`=1, `get`=2 | high | +| `src.app_controller._refresh_api_metrics` | `field_by_field` | `latency`=1, `_recalculate_session_usage`=1, `_token_stats`=1, `get`=2, `_gemini_cache_text`=1, `vendor_quota`=1, `last_error`=1, `error`=2, `_update_cached_stats`=1, `session_usage`=2 (+1 more) | high | | `src.app_controller._on_comms_entry` | `field_by_field` | `local_ts`=1, `_offload_entry_payload`=1, `get`=7, `ui_auto_add_history`=3, `_pending_comms_lock`=1, `session_usage`=5, `_pending_history_adds_lock`=4, `_token_history`=1, `_pending_comms`=1, `_pending_history_adds`=4 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client._append_comms` | `whole_struct` | | low | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.ai_client._repair_deepseek_history` | `whole_struct` | `append`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._execute_single_tool_call_async` | `mixed` | `get`=2, `items`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._repair_anthropic_history` | `whole_struct` | `append`=1 | high | -| `src.ai_client._strip_cache_controls` | `whole_struct` | | low | -| `src.aggregate.run` | `field_by_field` | `output`=1, `files`=2, `get`=7 | high | -| `src.models._save_config_to_disk` | `whole_struct` | | low | -| `src.ai_client._dashscope_call` | `whole_struct` | | low | -| `src.app_controller._start_track_logic_result` | `field_by_field` | `ai_status`=4, `context_files`=1, `get`=3, `_pending_gui_tasks_lock`=2, `_topological_sort_tickets_result`=1, `active_project_root`=1, `event_queue`=1, `engines`=1, `project`=1, `active_discussion`=1 (+7 more) | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._estimate_prompt_tokens` | `whole_struct` | | low | +| `src.ai_client._add_history_cache_breakpoint` | `whole_struct` | | low | +| `src.ai_client._trim_minimax_history` | `whole_struct` | `pop`=4 | high | +| `src.ai_client._send_gemini` | `whole_struct` | `encode`=1 | high | +| `src.project_manager.flat_config` | `whole_struct` | `get`=7 | high | ### Frequency evidence | function | frequency | source | note | |---|---|---|---| -| `src.ai_client._extract_dashscope_tool_calls` | `per_turn` | `static_analysis` | producer from src\ai_client.py | -| `src.api_hook_client.get_warmup_wait` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py | -| `src.app_controller.wait` | `per_turn` | `static_analysis` | producer from src\app_controller.py | -| `src.ai_client._dashscope_call` | `per_turn` | `static_analysis` | producer from src\ai_client.py | -| `src.app_controller._pending_mma_spawn` | `per_turn` | `static_analysis` | producer from src\app_controller.py | +| `src.app_controller._api_get_context` | `per_turn` | `static_analysis` | producer from src\app_controller.py | +| `src.ai_client.get_comms_log` | `per_turn` | `static_analysis` | producer from src\ai_client.py | +| `src.api_hook_client.post_project` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py | +| `src.api_hook_client.get_node_status` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py | +| `src.models.to_dict` | `per_turn` | `static_analysis` | producer from src\models.py | --- -### 4.11 ChatMessage +### 5.11 ChatMessage **Aggregate kind:** candidate_dataclass **Memory dim:** discussion @@ -6566,7 +6481,7 @@ candidate aggregate; would be detected after any_type_componentization_20260621 -### 4.12 ProviderHistory +### 5.12 ProviderHistory **Aggregate kind:** candidate_dataclass **Memory dim:** unknown @@ -6664,7 +6579,7 @@ candidate aggregate; would be detected after any_type_componentization_20260621 -### 4.13 ToolSpec +### 5.13 ToolSpec **Aggregate kind:** candidate_dataclass **Memory dim:** unknown @@ -6760,17 +6675,13 @@ candidate aggregate; would be detected after any_type_componentization_20260621 --- - - -## 5. SSDL Analysis Rollup +## 6. SSDL Analysis Rollup Per-aggregate analysis: effective codepaths, branch points, defusing opportunities. -## Effective codepaths ranking - | Aggregate | Consumers | Total branches | Effective codepaths | Field efficiency | |---|---|---|---|---| -| `Metadata` | 752 | 3466 | 40142494212284116997693 | 0% | +| `Metadata` | 754 | 3481 | 40142494212284117005889 | 0% | | `HistoryMessage` | 68 | 543 | 40140116231395706750394 | 0% | | `ToolCall` | 67 | 541 | 40140116231395706750391 | 0% | | `FileItem` | 66 | 541 | 40140116231395706750390 | 0% | @@ -6781,2881 +6692,44 @@ Per-aggregate analysis: effective codepaths, branch points, defusing opportuniti | `CommsLog` | 5 | 9 | 27 | 0% | | `Result` | 0 | 0 | 0 | 0% | -## Defusing recommendations (top 10) - -### `Metadata` - Immediate-Mode Cache `[Q:key] -> [I:FetchCached] -> [T]` - -- **Location:** Metadata consumers access 123 sites, only 0 typed (0%) -- **Current state:** Many consumers use wildcard or defensive access patterns -- **Recommended change:** Introduce a `metadata_cache` keyed lookup. Consumers request by key, get cached value, no field-existence checks. Reduces 123 field-check branches to 1 cache lookup. -- **Effective codepaths:** 40142494212284116997693 -> 123 - -### `Metadata` - Generational Handles `[I:ResolveHandle] -> [B:Gen matches?] -> [N|safe]` - -- **Location:** Metadata consumers have 3466 explicit branch points total -- **Current state:** Branch explosion: 3466 branches = 40142494212284116997693 effective codepaths -- **Recommended change:** Wrap the aggregate in a generational handle (index + generation). Validation is one comparison; mismatch returns the nil sentinel. Reduces N lifetime branches to 1 handle validation + sentinel return. -- **Effective codepaths:** 40142494212284116997693 -> 752 - -### `HistoryMessage` - Generational Handles `[I:ResolveHandle] -> [B:Gen matches?] -> [N|safe]` - -- **Location:** HistoryMessage consumers have 543 explicit branch points total -- **Current state:** Branch explosion: 543 branches = 40140116231395706750394 effective codepaths -- **Recommended change:** Wrap the aggregate in a generational handle (index + generation). Validation is one comparison; mismatch returns the nil sentinel. Reduces N lifetime branches to 1 handle validation + sentinel return. -- **Effective codepaths:** 40140116231395706750394 -> 68 - -### `FileItem` - Generational Handles `[I:ResolveHandle] -> [B:Gen matches?] -> [N|safe]` - -- **Location:** FileItem consumers have 541 explicit branch points total -- **Current state:** Branch explosion: 541 branches = 40140116231395706750390 effective codepaths -- **Recommended change:** Wrap the aggregate in a generational handle (index + generation). Validation is one comparison; mismatch returns the nil sentinel. Reduces N lifetime branches to 1 handle validation + sentinel return. -- **Effective codepaths:** 40140116231395706750390 -> 66 - -### `CommsLogEntry` - Generational Handles `[I:ResolveHandle] -> [B:Gen matches?] -> [N|safe]` - -- **Location:** CommsLogEntry consumers have 541 explicit branch points total -- **Current state:** Branch explosion: 541 branches = 40140116231395706750390 effective codepaths -- **Recommended change:** Wrap the aggregate in a generational handle (index + generation). Validation is one comparison; mismatch returns the nil sentinel. Reduces N lifetime branches to 1 handle validation + sentinel return. -- **Effective codepaths:** 40140116231395706750390 -> 66 - -### `ToolDefinition` - Generational Handles `[I:ResolveHandle] -> [B:Gen matches?] -> [N|safe]` - -- **Location:** ToolDefinition consumers have 541 explicit branch points total -- **Current state:** Branch explosion: 541 branches = 40140116231395706750390 effective codepaths -- **Recommended change:** Wrap the aggregate in a generational handle (index + generation). Validation is one comparison; mismatch returns the nil sentinel. Reduces N lifetime branches to 1 handle validation + sentinel return. -- **Effective codepaths:** 40140116231395706750390 -> 66 - -### `ToolCall` - Generational Handles `[I:ResolveHandle] -> [B:Gen matches?] -> [N|safe]` - -- **Location:** ToolCall consumers have 541 explicit branch points total -- **Current state:** Branch explosion: 541 branches = 40140116231395706750391 effective codepaths -- **Recommended change:** Wrap the aggregate in a generational handle (index + generation). Validation is one comparison; mismatch returns the nil sentinel. Reduces N lifetime branches to 1 handle validation + sentinel return. -- **Effective codepaths:** 40140116231395706750391 -> 67 - -### `HistoryMessage` - Immediate-Mode Cache `[Q:key] -> [I:FetchCached] -> [T]` - -- **Location:** HistoryMessage consumers access 137 sites, only 0 typed (0%) -- **Current state:** Many consumers use wildcard or defensive access patterns -- **Recommended change:** Introduce a `historymessage_cache` keyed lookup. Consumers request by key, get cached value, no field-existence checks. Reduces 137 field-check branches to 1 cache lookup. -- **Effective codepaths:** 40140116231395706750394 -> 137 - -### `FileItem` - Immediate-Mode Cache `[Q:key] -> [I:FetchCached] -> [T]` - -- **Location:** FileItem consumers access 135 sites, only 0 typed (0%) -- **Current state:** Many consumers use wildcard or defensive access patterns -- **Recommended change:** Introduce a `fileitem_cache` keyed lookup. Consumers request by key, get cached value, no field-existence checks. Reduces 135 field-check branches to 1 cache lookup. -- **Effective codepaths:** 40140116231395706750390 -> 135 - -### `CommsLogEntry` - Immediate-Mode Cache `[Q:key] -> [I:FetchCached] -> [T]` - -- **Location:** CommsLogEntry consumers access 135 sites, only 0 typed (0%) -- **Current state:** Many consumers use wildcard or defensive access patterns -- **Recommended change:** Introduce a `commslogentry_cache` keyed lookup. Consumers request by key, get cached value, no field-existence checks. Reduces 135 field-check branches to 1 cache lookup. -- **Effective codepaths:** 40140116231395706750390 -> 135 - --- +## 7. Organization Deductions - -## 6. Organization Deductions - -Cross-aggregate view of codebase organization. Verdicts derived from SSDL analysis: -- **well-organized**: <=50 effective codepaths AND >=50% field efficiency -- **moderate**: between the two thresholds -- **needs restructuring**: >200 effective codepaths OR <20% field efficiency - -## Module organization observations - -### Files with most cross-aggregate involvement - -| file | aggregates produced | aggregates consumed | -|---|---|---| -| `src\ai_client.py` | 9 | 7 | -| `src\app_controller.py` | 6 | 9 | -| `src\project_manager.py` | 6 | 9 | -| `src\aggregate.py` | 6 | 6 | -| `src\models.py` | 6 | 6 | -| `src\gui_2.py` | 4 | 4 | -| `src\api_hook_client.py` | 6 | 1 | -| `src\provider_state.py` | 3 | 3 | -| `src\openai_compatible.py` | 2 | 2 | -| `src\api_hooks.py` | 1 | 1 | -| `src\api_hooks_helpers.py` | 1 | 1 | -| `src\beads_client.py` | 1 | 1 | -| `src\code_path_audit.py` | 1 | 1 | -| `src\code_path_audit_analysis.py` | 1 | 1 | -| `src\code_path_audit_cross_audit.py` | 1 | 1 | - -### Files with high coupling (producers + consumers >= 8) - -These files are the central nervous system of the codebase. Changes ripple across the most aggregates. - -| file | coupling score (producers + consumers) | -|---|---| -| `src\ai_client.py` | 16 (high) | -| `src\app_controller.py` | 15 (high) | -| `src\project_manager.py` | 15 (high) | -| `src\aggregate.py` | 12 (high) | -| `src\models.py` | 12 (high) | -| `src\gui_2.py` | 8 (high) | - -## Per-aggregate organization verdict +Cross-aggregate view of codebase organization. | Aggregate | Verdict | Notes | |---|---|---| -| `Metadata` | needs restructuring | 74 nil checks; 0% field efficiency; 40142494212284116997693 effective codepaths | -| `FileItem` | needs restructuring | 9 nil checks; 0% field efficiency; 40140116231395706750390 effective codepaths | -| `FileItems` | needs restructuring | 2 nil checks; 0% field efficiency; 8388739 effective codepaths | -| `CommsLogEntry` | needs restructuring | 9 nil checks; 0% field efficiency; 40140116231395706750390 effective codepaths | +| `Metadata` | needs restructuring | 74 nil checks; 0% field efficiency; 4.01e+22 effective codepaths | +| `FileItem` | needs restructuring | 9 nil checks; 0% field efficiency; 4.01e+22 effective codepaths | +| `FileItems` | needs restructuring | 2 nil checks; 0% field efficiency; 8.39e+06 effective codepaths | +| `CommsLogEntry` | needs restructuring | 9 nil checks; 0% field efficiency; 4.01e+22 effective codepaths | | `CommsLog` | needs restructuring | 0% field efficiency | -| `HistoryMessage` | needs restructuring | 9 nil checks; 0% field efficiency; 40140116231395706750394 effective codepaths | +| `HistoryMessage` | needs restructuring | 9 nil checks; 0% field efficiency; 4.01e+22 effective codepaths | | `History` | needs restructuring | 0% field efficiency | -| `ToolDefinition` | needs restructuring | 9 nil checks; 0% field efficiency; 40140116231395706750390 effective codepaths | -| `ToolCall` | needs restructuring | 9 nil checks; 0% field efficiency; 40140116231395706750391 effective codepaths | +| `ToolDefinition` | needs restructuring | 9 nil checks; 0% field efficiency; 4.01e+22 effective codepaths | +| `ToolCall` | needs restructuring | 9 nil checks; 0% field efficiency; 4.01e+22 effective codepaths | | `Result` | needs restructuring | 0% field efficiency | -**Tally:** 0 well-organized, 0 moderate, 10 needs restructuring -## Restructuring routes (prioritized) - -Top restructuring routes (by effective codepath count): - -1. **`Metadata`**: 40142494212284116997693 effective codepaths (0% field efficiency) - - Apply nil sentinel to 74 nil-check functions - - Migrate to immediate-mode cache for 123 field-access sites -2. **`HistoryMessage`**: 40140116231395706750394 effective codepaths (0% field efficiency) - - Apply nil sentinel to 9 nil-check functions - - Migrate to immediate-mode cache for 137 field-access sites -3. **`ToolCall`**: 40140116231395706750391 effective codepaths (0% field efficiency) - - Apply nil sentinel to 9 nil-check functions - - Migrate to immediate-mode cache for 136 field-access sites -4. **`FileItem`**: 40140116231395706750390 effective codepaths (0% field efficiency) - - Apply nil sentinel to 9 nil-check functions - - Migrate to immediate-mode cache for 135 field-access sites -5. **`CommsLogEntry`**: 40140116231395706750390 effective codepaths (0% field efficiency) - - Apply nil sentinel to 9 nil-check functions - - Migrate to immediate-mode cache for 135 field-access sites - - ---- - - - -## 7. Call Graph (per-aggregate) - -Functions that are producers or consumers of each aggregate, grouped by file. - -## Metadata (483 producers + 752 consumers) - -| role | fqname | file | -|---|---|---| -| producer | `src.gui_2._populate_auto_slices_file_read_result` | `src\gui_2.py` | -| producer | `src.ai_client._try_warm_sdk_result` | `src\ai_client.py` | -| producer | `src.api_hook_client.get_warmup_wait` | `src\api_hook_client.py` | -| producer | `src.app_controller._pending_mma_spawn` | `src\app_controller.py` | -| producer | `src.summarize._summarise_generic` | `src\summarize.py` | -| producer | `src.code_path_audit_ssdl.render_ssdl_sketch` | `src\code_path_audit_ssdl.py` | -| producer | `src.code_path_audit.generate_rationale` | `src\code_path_audit.py` | -| producer | `src.file_cache.get_curated_view` | `src\file_cache.py` | -| producer | `src.project_manager.get_all_tracks` | `src\project_manager.py` | -| producer | `src.summarize.summarise_items` | `src\summarize.py` | -| producer | `src.theme_2.get_palette_names` | `src\theme_2.py` | -| producer | `src.log_registry.get_old_non_whitelisted_sessions` | `src\log_registry.py` | -| producer | `src.app_controller._api_post_api_session` | `src\app_controller.py` | -| producer | `src.code_path_audit_ssdl.suggest_defusing_technique` | `src\code_path_audit_ssdl.py` | -| producer | `src.app_controller.load_config` | `src\app_controller.py` | -| producer | `src.theme_models.load_themes_from_dir` | `src\theme_models.py` | -| producer | `src.ai_client._list_llama_models` | `src\ai_client.py` | -| producer | `src.project_manager.load_history` | `src\project_manager.py` | -| producer | `src.project_manager.load_track_history` | `src\project_manager.py` | -| producer | `src.ai_client._get_gemini_history_list` | `src\ai_client.py` | -| producer | `src.mcp_client.py_find_usages` | `src\mcp_client.py` | -| producer | `src.mcp_client.ts_c_update_definition_result` | `src\mcp_client.py` | -| producer | `src.beads_client._read_beads` | `src\beads_client.py` | -| producer | `src.mcp_tool_specs.tool_names` | `src\mcp_tool_specs.py` | -| producer | `src.tool_presets._read_raw` | `src\tool_presets.py` | -| producer | `src.app_controller.post_gui` | `src\app_controller.py` | -| producer | `src.mcp_client.get_file_summary` | `src\mcp_client.py` | -| producer | `src.ai_client._get_deepseek_tools` | `src\ai_client.py` | -| producer | `src.aggregate.run` | `src\aggregate.py` | -| producer | `src.gui_2.ui_message` | `src\gui_2.py` | -| producer | `src.file_cache.update_definition` | `src\file_cache.py` | -| producer | `src.aggregate.build_markdown_from_items` | `src\aggregate.py` | -| producer | `src.api_hook_client.get_session` | `src\api_hook_client.py` | -| producer | `src.theme_2.get_syntax_palette_for_theme` | `src\theme_2.py` | -| producer | `src.mcp_client.py_get_skeleton_result` | `src\mcp_client.py` | -| producer | `src.mcp_client.ts_c_get_definition_result` | `src\mcp_client.py` | -| producer | `src.app_controller.token_stats` | `src\app_controller.py` | -| producer | `src.api_hook_client.trigger_patch` | `src\api_hook_client.py` | -| producer | `src.mcp_client._ast_get_signature` | `src\mcp_client.py` | -| producer | `src.app_controller._api_get_api_project` | `src\app_controller.py` | -| producer | `src.mcp_client.get_tree` | `src\mcp_client.py` | -| producer | `src.project_manager.calculate_track_progress` | `src\project_manager.py` | -| producer | `src.warmup.status` | `src\warmup.py` | -| producer | `src.app_controller._api_token_stats` | `src\app_controller.py` | -| producer | `src.mcp_client.py_set_signature` | `src\mcp_client.py` | -| producer | `src.api_hook_client.get_gui_diagnostics` | `src\api_hook_client.py` | -| producer | `src.app_controller._api_get_api_session` | `src\app_controller.py` | -| producer | `src.mcp_client.ts_cpp_get_skeleton` | `src\mcp_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.markdown_helper.detect_language` | `src\markdown_helper.py` | -| producer | `src.gui_2.askdirectory` | `src\gui_2.py` | -| producer | `src.mcp_client.get_file_summary_result` | `src\mcp_client.py` | -| producer | `src.aggregate.build_file_items` | `src\aggregate.py` | -| producer | `src.api_hook_client.get_performance` | `src\api_hook_client.py` | -| producer | `src.ai_client._load_credentials` | `src\ai_client.py` | -| producer | `src.file_cache.get_file_id` | `src\file_cache.py` | -| producer | `src.startup_profiler.snapshot` | `src\startup_profiler.py` | -| producer | `src.gui_2.__getattr__` | `src\gui_2.py` | -| producer | `src.aggregate.build_beads_section` | `src\aggregate.py` | -| producer | `src.gui_2._capture_workspace_profile_ini_result` | `src\gui_2.py` | -| producer | `src.outline_tool.get_outline` | `src\outline_tool.py` | -| producer | `src.gui_2._render_context_batch_actions_preview_result` | `src\gui_2.py` | -| producer | `src.api_hook_client.approve_mma_ticket` | `src\api_hook_client.py` | -| producer | `src.app_controller._confirm_and_run` | `src\app_controller.py` | -| producer | `src.ai_client._send_gemini` | `src\ai_client.py` | -| producer | `src.app_controller.current_model` | `src\app_controller.py` | -| producer | `src.ai_client.run_tier4_analysis` | `src\ai_client.py` | -| producer | `src.app_controller.rag_source` | `src\app_controller.py` | -| producer | `src.shell_runner._build_subprocess_env` | `src\shell_runner.py` | -| producer | `src.app_controller._api_health` | `src\app_controller.py` | -| producer | `src.api_hooks._get_app_attr` | `src\api_hooks.py` | -| producer | `src.ai_client._send_llama_native` | `src\ai_client.py` | -| producer | `src.app_controller.current_provider` | `src\app_controller.py` | -| producer | `src.summary_cache.get_stats` | `src\summary_cache.py` | -| producer | `src.ai_client._list_deepseek_models` | `src\ai_client.py` | -| producer | `src.app_controller._api_status` | `src\app_controller.py` | -| producer | `src.ai_client.ollama_chat` | `src\ai_client.py` | -| producer | `src.mcp_client.dispatch` | `src\mcp_client.py` | -| producer | `src.openai_schemas.to_legacy_dict` | `src\openai_schemas.py` | -| producer | `src.session_logger.log_tool_call` | `src\session_logger.py` | -| producer | `src.gui_2._render_ast_inspector_outline_result` | `src\gui_2.py` | -| producer | `src.shell_runner._load_env_config` | `src\shell_runner.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.ai_client.send` | `src\ai_client.py` | -| producer | `src.api_hook_client.get_system_telemetry` | `src\api_hook_client.py` | -| producer | `src.mcp_client.ts_cpp_get_code_outline` | `src\mcp_client.py` | -| producer | `src.mcp_client.py_update_definition_result` | `src\mcp_client.py` | -| producer | `src.tool_bias.generate_tooling_strategy` | `src\tool_bias.py` | -| producer | `src.theme_2.get_current_font_path` | `src\theme_2.py` | -| producer | `src.result_types.ui_message` | `src\result_types.py` | -| producer | `src.mcp_client.read_file` | `src\mcp_client.py` | -| producer | `src.mcp_client._build_tree` | `src\mcp_client.py` | -| producer | `src.ai_client._ensure_llama_client` | `src\ai_client.py` | -| producer | `src.mcp_client.py_get_signature_result` | `src\mcp_client.py` | -| producer | `src.gui_2._resolve_font_path_result` | `src\gui_2.py` | -| producer | `src.gui_2._diag_layout_state_ini_text_result` | `src\gui_2.py` | -| producer | `src.ai_client._add_bleed_derived` | `src\ai_client.py` | -| producer | `src.mcp_client._ast_update_definition` | `src\mcp_client.py` | -| producer | `src.ai_client._send_cli_round_result` | `src\ai_client.py` | -| producer | `src.module_loader._require_warmed` | `src\module_loader.py` | -| producer | `src.code_path_audit._extract_type_name` | `src\code_path_audit.py` | -| producer | `src.performance_monitor.get_metrics` | `src\performance_monitor.py` | -| producer | `src.ai_client._extract_dashscope_tool_calls` | `src\ai_client.py` | -| producer | `src.mcp_client.fetch_url_result` | `src\mcp_client.py` | -| producer | `src.ai_client._execute_single_tool_call_async` | `src\ai_client.py` | -| producer | `src.gui_2.missing_files` | `src\gui_2.py` | -| producer | `src.events.to_dict` | `src\events.py` | -| producer | `src.app_controller.startup_timeline` | `src\app_controller.py` | -| producer | `src.aggregate._build_files_section_from_items` | `src\aggregate.py` | -| producer | `src.ai_client.list_models` | `src\ai_client.py` | -| producer | `src.ai_client._run_script` | `src\ai_client.py` | -| producer | `src.app_controller._offload_entry_payload` | `src\app_controller.py` | -| producer | `src.ai_client._strip_private_keys` | `src\ai_client.py` | -| producer | `src.mcp_client.get_git_diff_result` | `src\mcp_client.py` | -| producer | `src.app_controller.warmup_status` | `src\app_controller.py` | -| producer | `src.mcp_client.ts_cpp_update_definition_result` | `src\mcp_client.py` | -| producer | `src.api_hook_client.pause_mma_pipeline` | `src\api_hook_client.py` | -| producer | `src.mcp_client.ts_cpp_update_definition` | `src\mcp_client.py` | -| producer | `src.api_hook_client.reject_patch` | `src\api_hook_client.py` | -| producer | `src.session_logger._now_ts` | `src\session_logger.py` | -| producer | `src.ai_client._parse_tool_args_result` | `src\ai_client.py` | -| producer | `src.gui_2._render_warmup_status_indicator_result` | `src\gui_2.py` | -| producer | `src.workspace_manager.load_all_profiles` | `src\workspace_manager.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.aggregate.group_files_by_dir` | `src\aggregate.py` | -| producer | `src.ai_client.run_tier4_patch_generation` | `src\ai_client.py` | -| producer | `src.ai_client._build_chunked_context_blocks` | `src\ai_client.py` | -| producer | `src.mcp_client.async_dispatch` | `src\mcp_client.py` | -| producer | `src.code_path_audit_cross_audit._normalize_path` | `src\code_path_audit_cross_audit.py` | -| producer | `src.orchestrator_pm.generate_tracks` | `src\orchestrator_pm.py` | -| producer | `src.mcp_client.py_get_definition_result` | `src\mcp_client.py` | -| producer | `src.mcp_client.list_directory_result` | `src\mcp_client.py` | -| producer | `src.mcp_client.ts_cpp_get_skeleton_result` | `src\mcp_client.py` | -| producer | `src.mcp_tool_specs.to_dict` | `src\mcp_tool_specs.py` | -| producer | `src.code_path_audit_cross_audit.map_finding_to_aggregates` | `src\code_path_audit_cross_audit.py` | -| producer | `src.app_controller._get_discussion_names` | `src\app_controller.py` | -| producer | `src.mcp_client.py_get_imports` | `src\mcp_client.py` | -| producer | `src.synthesis_formatter.format_takes_diff` | `src\synthesis_formatter.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.mcp_client.search_files` | `src\mcp_client.py` | -| producer | `src.dag_engine.topological_sort` | `src\dag_engine.py` | -| producer | `src.code_path_audit_ssdl.render_organization_deductions` | `src\code_path_audit_ssdl.py` | -| producer | `src.mcp_client.py_get_var_declaration_result` | `src\mcp_client.py` | -| producer | `src.ai_client._pre_dispatch` | `src\ai_client.py` | -| producer | `src.fuzzy_anchor.get_context` | `src\fuzzy_anchor.py` | -| producer | `src.mcp_client.read_file_result` | `src\mcp_client.py` | -| producer | `src.mcp_client.derive_code_path` | `src\mcp_client.py` | -| producer | `src.ai_client._get_context_marker` | `src\ai_client.py` | -| producer | `src.mcp_client.ts_cpp_get_signature_result` | `src\mcp_client.py` | -| producer | `src.shell_runner.run_powershell` | `src\shell_runner.py` | -| producer | `src.code_path_audit_cross_audit.aggregate_findings` | `src\code_path_audit_cross_audit.py` | -| producer | `src.ai_client._send_minimax` | `src\ai_client.py` | -| producer | `src.code_path_audit_analysis._field_names_for_aggregate` | `src\code_path_audit_analysis.py` | -| producer | `src.summarize.build_summary_markdown` | `src\summarize.py` | -| producer | `src.markdown_helper._normalize_bullet_delimiters` | `src\markdown_helper.py` | -| producer | `src.app_controller._api_post_gui` | `src\app_controller.py` | -| producer | `src.mcp_client.py_get_symbol_info` | `src\mcp_client.py` | -| producer | `src.app_controller._api_confirm_action` | `src\app_controller.py` | -| producer | `src.warmup.canaries` | `src\warmup.py` | -| producer | `src.mcp_client.py_get_hierarchy` | `src\mcp_client.py` | -| producer | `src.ai_client.get_gemini_cache_stats` | `src\ai_client.py` | -| producer | `src.api_hook_client.mutate_mma_dag` | `src\api_hook_client.py` | -| producer | `src.models.provider` | `src\models.py` | -| producer | `src.ai_client._send_llama` | `src\ai_client.py` | -| producer | `src.api_hook_client.get_context_state` | `src\api_hook_client.py` | -| producer | `src.aggregate.build_discussion_text` | `src\aggregate.py` | -| producer | `src.mcp_client.py_set_signature_result` | `src\mcp_client.py` | -| producer | `src.api_hook_client.post_gui` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.app_controller.list_sessions` | `src\app_controller.py` | -| producer | `src.ai_client._send_qwen` | `src\ai_client.py` | -| producer | `src.fuzzy_anchor.create_slice` | `src\fuzzy_anchor.py` | -| producer | `src.app_controller.get_symbol_definition` | `src\app_controller.py` | -| producer | `src.openai_compatible._to_dict_tool_call` | `src\openai_compatible.py` | -| producer | `src.api_hook_client.get_node_status` | `src\api_hook_client.py` | -| producer | `src.mcp_client.py_set_var_declaration` | `src\mcp_client.py` | -| producer | `src.mcp_client.py_get_class_summary` | `src\mcp_client.py` | -| producer | `src.api_hook_client.post_session` | `src\api_hook_client.py` | -| producer | `src.app_controller.delete_session` | `src\app_controller.py` | -| producer | `src.app_controller.get_performance` | `src\app_controller.py` | -| producer | `src.mcp_tool_specs.to_dict` | `src\mcp_tool_specs.py` | -| producer | `src.theme_models.to_dict` | `src\theme_models.py` | -| producer | `src.code_path_audit_cross_audit._file_to_aggregates` | `src\code_path_audit_cross_audit.py` | -| producer | `src.code_path_audit.to_markdown` | `src\code_path_audit.py` | -| producer | `src.mcp_client.py_check_syntax_result` | `src\mcp_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.code_path_audit.load_frequency_overrides` | `src\code_path_audit.py` | -| producer | `src.ai_client._ensure_grok_client` | `src\ai_client.py` | -| producer | `src.app_controller.pending_actions` | `src\app_controller.py` | -| producer | `src.ai_client.get_token_stats` | `src\ai_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.models._load_config_from_disk` | `src\models.py` | -| producer | `src.orchestrator_pm.get_track_history_summary` | `src\orchestrator_pm.py` | -| producer | `src.api_hook_client.post_project` | `src\api_hook_client.py` | -| producer | `src.mcp_client.ts_c_get_skeleton` | `src\mcp_client.py` | -| producer | `src.app_controller.warmup_canaries` | `src\app_controller.py` | -| producer | `src.mcp_client.get_tool_schemas` | `src\mcp_client.py` | -| producer | `src.app_controller._extract_tool_name` | `src\app_controller.py` | -| producer | `src.events._make_serializable` | `src\events.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.command_palette.register` | `src\command_palette.py` | -| producer | `src.ai_client._chunk_text` | `src\ai_client.py` | -| producer | `src.code_path_audit_analysis._analyze_function_param_names` | `src\code_path_audit_analysis.py` | -| producer | `src.summarize.summarise_file` | `src\summarize.py` | -| producer | `src.mcp_client.py_set_var_declaration_result` | `src\mcp_client.py` | -| producer | `src.code_path_audit_render.render_full_markdown` | `src\code_path_audit_render.py` | -| producer | `src.ai_client.run_discussion_compression` | `src\ai_client.py` | -| producer | `src.mcp_client.ts_cpp_get_definition` | `src\mcp_client.py` | -| producer | `src.ai_client._run_tier4_patch_generation_result` | `src\ai_client.py` | -| producer | `src.history.to_dict` | `src\history.py` | -| producer | `src.api_hook_client.select_list_item` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.mcp_client.get_all_tools` | `src\mcp_client.py` | -| producer | `src.project_manager.load_project` | `src\project_manager.py` | -| producer | `src.ai_client._get_combined_system_prompt` | `src\ai_client.py` | -| producer | `src.mcp_client.py_get_imports_result` | `src\mcp_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.personas.load_all` | `src\personas.py` | -| producer | `src.app_controller.get_session_insights` | `src\app_controller.py` | -| producer | `src.app_controller.parse_symbols` | `src\app_controller.py` | -| producer | `src.code_path_audit_render.render_call_graph_rollup` | `src\code_path_audit_render.py` | -| producer | `src.api_hook_client.select_tab` | `src\api_hook_client.py` | -| producer | `src.ai_client._list_grok_models` | `src\ai_client.py` | -| producer | `src.app_controller._api_list_sessions` | `src\app_controller.py` | -| producer | `src.beads_client.create_bead` | `src\beads_client.py` | -| producer | `src.mcp_client.ts_c_get_code_outline` | `src\mcp_client.py` | -| producer | `src.mcp_client.py_get_definition` | `src\mcp_client.py` | -| producer | `src.app_controller.rag_mcp_server` | `src\app_controller.py` | -| producer | `src.mcp_client.set_file_slice` | `src\mcp_client.py` | -| producer | `src.models.get` | `src\models.py` | -| producer | `src.mcp_client.search_files_result` | `src\mcp_client.py` | -| producer | `src.project_manager.default_discussion` | `src\project_manager.py` | -| producer | `src.ai_client._extract_minimax_reasoning` | `src\ai_client.py` | -| producer | `src.mcp_client.py_update_definition` | `src\mcp_client.py` | -| producer | `src.commands.register` | `src\commands.py` | -| producer | `src.code_path_audit._atom` | `src\code_path_audit.py` | -| producer | `src.ai_client._extract_gemini_thoughts_result` | `src\ai_client.py` | -| producer | `src.rag_engine.get_all_indexed_paths` | `src\rag_engine.py` | -| producer | `src.mcp_client.ts_cpp_get_code_outline_result` | `src\mcp_client.py` | -| producer | `src.diff_viewer.get_line_color` | `src\diff_viewer.py` | -| producer | `src.mcp_client.get_file_slice` | `src\mcp_client.py` | -| producer | `src.ai_client._dashscope_call` | `src\ai_client.py` | -| producer | `src.external_editor.create_temp_modified_file` | `src\external_editor.py` | -| producer | `src.models.model` | `src\models.py` | -| producer | `src.commands.__getattr__` | `src\commands.py` | -| producer | `src.summary_cache.get_file_hash` | `src\summary_cache.py` | -| producer | `src.presets.get_preset_scope` | `src\presets.py` | -| producer | `src.app_controller._compute_warmup_list` | `src\app_controller.py` | -| producer | `src.app_controller._resolve_log_ref` | `src\app_controller.py` | -| producer | `src.api_hook_client.clear_events` | `src\api_hook_client.py` | -| producer | `src.app_controller.stream` | `src\app_controller.py` | -| producer | `src.ai_client._create_gemini_cache_result` | `src\ai_client.py` | -| producer | `src.app_controller._api_get_diagnostics` | `src\app_controller.py` | -| producer | `src.app_controller.get_gui_state` | `src\app_controller.py` | -| producer | `src.code_path_audit.read_input_json` | `src\code_path_audit.py` | -| producer | `src.api_hook_client.get_project` | `src\api_hook_client.py` | -| producer | `src.mcp_client.web_search_result` | `src\mcp_client.py` | -| producer | `src.aggregate.build_tier3_context` | `src\aggregate.py` | -| producer | `src.app_controller._api_get_session` | `src\app_controller.py` | -| producer | `src.mcp_client.py_get_code_outline` | `src\mcp_client.py` | -| producer | `src.app_controller._api_pending_actions` | `src\app_controller.py` | -| producer | `src.log_registry.__getitem__` | `src\log_registry.py` | -| producer | `src.gui_2.app_debug_info` | `src\gui_2.py` | -| producer | `src.mcp_client.py_get_signature` | `src\mcp_client.py` | -| producer | `src.events.get` | `src\events.py` | -| producer | `src.app_controller.get_context` | `src\app_controller.py` | -| producer | `src.mcp_client.py_get_docstring` | `src\mcp_client.py` | -| producer | `src.openai_schemas.to_dict` | `src\openai_schemas.py` | -| producer | `src.mcp_client.py_get_symbol_info_result` | `src\mcp_client.py` | -| producer | `src.api_hook_client.kill_mma_worker` | `src\api_hook_client.py` | -| producer | `src.external_editor.build_diff_command` | `src\external_editor.py` | -| producer | `src.presets._load_file` | `src\presets.py` | -| producer | `src.api_hook_client.get_gui_state` | `src\api_hook_client.py` | -| producer | `src.mcp_client.derive_code_path_result` | `src\mcp_client.py` | -| producer | `src.code_path_audit_ssdl.render_ssdl_rollup` | `src\code_path_audit_ssdl.py` | -| producer | `src.gui_2.current_provider` | `src\gui_2.py` | -| producer | `src.openai_schemas.to_dict` | `src\openai_schemas.py` | -| producer | `src.api_hook_client.post_project` | `src\api_hook_client.py` | -| producer | `src.app_controller.ai_status` | `src\app_controller.py` | -| producer | `src.api_hook_client.get_gui_health` | `src\api_hook_client.py` | -| producer | `src.ai_client.run_with_tool_loop` | `src\ai_client.py` | -| producer | `src.api_hook_client.get_text_value` | `src\api_hook_client.py` | -| producer | `src.app_controller._api_get_context` | `src\app_controller.py` | -| producer | `src.ai_client.get_provider` | `src\ai_client.py` | -| producer | `src.log_registry.to_dict` | `src\log_registry.py` | -| producer | `src.file_cache.get_targeted_view` | `src\file_cache.py` | -| producer | `src.mcp_client.ts_cpp_get_signature` | `src\mcp_client.py` | -| producer | `src.mcp_client.ts_c_get_code_outline_result` | `src\mcp_client.py` | -| producer | `src.aggregate.build_markdown_no_history` | `src\aggregate.py` | -| producer | `src.mcp_client.edit_file_result` | `src\mcp_client.py` | -| producer | `src.summarize._summarise_markdown` | `src\summarize.py` | -| producer | `src.api_hook_client.get_mma_status` | `src\api_hook_client.py` | -| producer | `src.app_controller.confirm_action` | `src\app_controller.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.ai_client._build_file_context_text` | `src\ai_client.py` | -| producer | `src.gui_2.askopenfilename` | `src\gui_2.py` | -| producer | `src.file_cache.get_skeleton` | `src\file_cache.py` | -| producer | `src.ai_client.run_tier4_patch_callback` | `src\ai_client.py` | -| producer | `src.mcp_client._ast_get_definition` | `src\mcp_client.py` | -| producer | `src.app_controller._api_get_key` | `src\app_controller.py` | -| producer | `src.markdown_helper._normalize_nested_list_endings` | `src\markdown_helper.py` | -| producer | `src.app_controller.active_project_root` | `src\app_controller.py` | -| producer | `src.app_controller.submit_io` | `src\app_controller.py` | -| producer | `src.code_path_audit.to_tree` | `src\code_path_audit.py` | -| producer | `src.aggregate.compute_file_stats` | `src\aggregate.py` | -| producer | `src.mcp_client.py_get_code_outline_result` | `src\mcp_client.py` | -| producer | `src.mcp_client.ts_c_get_signature_result` | `src\mcp_client.py` | -| producer | `src.mcp_client.get_ui_performance` | `src\mcp_client.py` | -| producer | `src.models.__getattr__` | `src\models.py` | -| producer | `src.log_registry.to_dict` | `src\log_registry.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.app_controller.status` | `src\app_controller.py` | -| producer | `src.gui_2.truncate_entries` | `src\gui_2.py` | -| producer | `src.rag_engine._chunk_text` | `src\rag_engine.py` | -| producer | `src.app_controller.summary_cache` | `src\app_controller.py` | -| producer | `src.aggregate.build_discussion_section` | `src\aggregate.py` | -| producer | `src.app_controller.generate` | `src\app_controller.py` | -| producer | `src.gui_2.ui_screenshot_paths` | `src\gui_2.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.app_controller.get_api_project` | `src\app_controller.py` | -| producer | `src.api_hook_client.spawn_mma_worker` | `src\api_hook_client.py` | -| producer | `src.project_manager.flat_config` | `src\project_manager.py` | -| producer | `src.mcp_client.web_search` | `src\mcp_client.py` | -| producer | `src.log_registry.get` | `src\log_registry.py` | -| producer | `src.conductor_tech_lead.generate_tickets` | `src\conductor_tech_lead.py` | -| producer | `src.api_hook_client.click` | `src\api_hook_client.py` | -| producer | `src.personas._load_file` | `src\personas.py` | -| producer | `src.ai_client.get_comms_log` | `src\ai_client.py` | -| producer | `src.app_controller._api_generate` | `src\app_controller.py` | -| producer | `src.theme_models.to_dict` | `src\theme_models.py` | -| producer | `src.ai_client._list_gemini_cli_models` | `src\ai_client.py` | -| producer | `src.log_registry.sessions` | `src\log_registry.py` | -| producer | `src.aggregate.build_markdown` | `src\aggregate.py` | -| producer | `src.app_controller.rag_emb_provider` | `src\app_controller.py` | -| producer | `src.file_cache.find_id` | `src\file_cache.py` | -| producer | `src.aggregate.build_screenshots_section` | `src\aggregate.py` | -| producer | `src.ai_client._send_gemini_cli` | `src\ai_client.py` | -| producer | `src.markdown_helper._normalize_list_continuations` | `src\markdown_helper.py` | -| producer | `src.code_path_audit_render.render_field_usage_rollup` | `src\code_path_audit_render.py` | -| producer | `src.outline_tool.get_docstring` | `src\outline_tool.py` | -| producer | `src.api_hook_client._make_request` | `src\api_hook_client.py` | -| producer | `src.app_controller.get_diagnostics` | `src\app_controller.py` | -| producer | `src.api_hooks._safe_controller_result` | `src\api_hooks.py` | -| producer | `src.code_path_audit._resolve_aliases` | `src\code_path_audit.py` | -| producer | `src.ai_client._content_block_to_dict` | `src\ai_client.py` | -| producer | `src.project_manager.entry_to_str` | `src\project_manager.py` | -| producer | `src.conductor_tech_lead.topological_sort` | `src\conductor_tech_lead.py` | -| producer | `src.mcp_client.get_tree_result` | `src\mcp_client.py` | -| producer | `src.mcp_client.ts_cpp_get_definition_result` | `src\mcp_client.py` | -| producer | `src.paths.get_full_path_info` | `src\paths.py` | -| producer | `src.app_controller.get_api_session` | `src\app_controller.py` | -| producer | `src.mcp_client.async_dispatch` | `src\mcp_client.py` | -| producer | `src.code_path_audit.render_rollups` | `src\code_path_audit.py` | -| producer | `src.gui_2.asksaveasfilename` | `src\gui_2.py` | -| producer | `src.mcp_client.py_get_class_summary_result` | `src\mcp_client.py` | -| producer | `src.gui_2.current_model` | `src\gui_2.py` | -| producer | `src.app_controller._do_generate` | `src\app_controller.py` | -| producer | `src.app_controller.mcp_config_json` | `src\app_controller.py` | -| producer | `src.mcp_client.get_ui_performance_result` | `src\mcp_client.py` | -| producer | `src.app_controller.wait` | `src\app_controller.py` | -| producer | `src.app_controller.ui_file_paths` | `src\app_controller.py` | -| producer | `src.personas.get_persona_scope` | `src\personas.py` | -| producer | `src.ai_client.get_combined_system_prompt` | `src\ai_client.py` | -| producer | `src.code_path_audit.to_dsl_v2` | `src\code_path_audit.py` | -| producer | `src.api_hook_client.wait_for_event` | `src\api_hook_client.py` | -| producer | `src.summarize._summarise_python` | `src\summarize.py` | -| producer | `src.file_cache._get_name` | `src\file_cache.py` | -| producer | `src.app_controller.__getattr__` | `src\app_controller.py` | -| producer | `src.ai_client._list_qwen_models` | `src\ai_client.py` | -| producer | `src.file_cache.get_definition` | `src\file_cache.py` | -| producer | `src.api_hook_client.get_warmup_status` | `src\api_hook_client.py` | -| producer | `src.code_path_audit.code_path_audit_v2` | `src\code_path_audit.py` | -| producer | `src.api_hook_client.get_mma_workers` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.project_manager.now_ts` | `src\project_manager.py` | -| producer | `src.commands._get_real_registry` | `src\commands.py` | -| producer | `src.code_path_audit_cross_audit._aggregate_for_fqname` | `src\code_path_audit_cross_audit.py` | -| producer | `src.project_manager.clean_nones` | `src\project_manager.py` | -| producer | `src.ai_client._run_tier4_analysis_result` | `src\ai_client.py` | -| producer | `src.models._clean_nones` | `src\models.py` | -| producer | `src.mcp_client.fetch_url` | `src\mcp_client.py` | -| producer | `src.ai_client._get_anthropic_tools` | `src\ai_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.tool_presets.load_all_presets` | `src\tool_presets.py` | -| producer | `src.mcp_client.py_get_docstring_result` | `src\mcp_client.py` | -| producer | `src.models.parse_history_entries` | `src\models.py` | -| producer | `src.api_hook_client.get_events` | `src\api_hook_client.py` | -| producer | `src.project_manager.str_to_entry` | `src\project_manager.py` | -| producer | `src.mcp_client.set_file_slice_result` | `src\mcp_client.py` | -| producer | `src.workspace_manager._load_file` | `src\workspace_manager.py` | -| producer | `src.mcp_client.get_servers_status` | `src\mcp_client.py` | -| producer | `src.ai_client.get_current_tier` | `src\ai_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.hot_reloader.capture_state` | `src\hot_reloader.py` | -| producer | `src.presets.load_all` | `src\presets.py` | -| producer | `src.code_path_audit.parse_dsl_v2` | `src\code_path_audit.py` | -| producer | `src.mcp_client.py_check_syntax` | `src\mcp_client.py` | -| producer | `src.mcp_client.edit_file` | `src\mcp_client.py` | -| producer | `src.app_controller.get_api_key` | `src\app_controller.py` | -| producer | `src.mcp_client._ast_get_skeleton` | `src\mcp_client.py` | -| producer | `src.code_path_audit.run_all_cross_audit_reads` | `src\code_path_audit.py` | -| producer | `src.api_hook_client.get_io_pool_status` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.get_status` | `src\api_hook_client.py` | -| producer | `src.mcp_client._ast_get_code_outline` | `src\mcp_client.py` | -| producer | `src.ai_client.get_bias_profile` | `src\ai_client.py` | -| producer | `src.tool_presets.load_all_bias_profiles` | `src\tool_presets.py` | -| producer | `src.api_hook_client.set_value` | `src\api_hook_client.py` | -| producer | `src.app_controller.get_mma_status` | `src\app_controller.py` | -| producer | `src.gemini_cli_adapter.send` | `src\gemini_cli_adapter.py` | -| producer | `src.api_hook_client.inject_context` | `src\api_hook_client.py` | -| producer | `src.app_controller._api_get_performance` | `src\app_controller.py` | -| producer | `src.app_controller.rag_mcp_tool` | `src\app_controller.py` | -| producer | `src.app_controller.post_api_session` | `src\app_controller.py` | -| producer | `src.session_logger.log_tool_output` | `src\session_logger.py` | -| producer | `src.api_hook_client.get_startup_timeline` | `src\api_hook_client.py` | -| producer | `src.file_cache.get_code_outline` | `src\file_cache.py` | -| producer | `src.project_manager.default_project` | `src\project_manager.py` | -| producer | `src.mcp_client.get_file_slice_result` | `src\mcp_client.py` | -| producer | `src.app_controller._api_get_gui_state` | `src\app_controller.py` | -| producer | `src.tool_presets.load_all` | `src\tool_presets.py` | -| producer | `src.rag_engine._read_file_content_result` | `src\rag_engine.py` | -| producer | `src.app_controller._api_delete_session` | `src\app_controller.py` | -| producer | `src.gui_2.ui_file_paths` | `src\gui_2.py` | -| producer | `src.mcp_client.get_git_diff` | `src\mcp_client.py` | -| producer | `src.project_manager.migrate_from_legacy_config` | `src\project_manager.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.summary_cache.get_summary` | `src\summary_cache.py` | -| producer | `src.warmup._snapshot` | `src\warmup.py` | -| producer | `src.file_cache.get_signature` | `src\file_cache.py` | -| producer | `src.api_hook_client.push_event` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.get_warmup_canaries` | `src\api_hook_client.py` | -| producer | `src.mcp_client.ts_c_update_definition` | `src\mcp_client.py` | -| producer | `src.api_hook_client.drag` | `src\api_hook_client.py` | -| producer | `src.ai_client._truncate_tool_output` | `src\ai_client.py` | -| producer | `src.api_hook_client.get_indicator_state` | `src\api_hook_client.py` | -| producer | `src.theme_2.get_current_palette` | `src\theme_2.py` | -| producer | `src.provider_state.providers` | `src\provider_state.py` | -| producer | `src.api_hook_client.apply_patch` | `src\api_hook_client.py` | -| producer | `src.project_manager.get_git_commit` | `src\project_manager.py` | -| producer | `src.project_manager.format_discussion` | `src\project_manager.py` | -| producer | `src.mcp_client.py_get_skeleton` | `src\mcp_client.py` | -| producer | `src.mcp_client.py_get_var_declaration` | `src\mcp_client.py` | -| producer | `src.ai_client._build_file_diff_text` | `src\ai_client.py` | -| producer | `src.app_controller._api_get_mma_status` | `src\app_controller.py` | -| producer | `src.markdown_table._split_row` | `src\markdown_table.py` | -| producer | `src.api_hook_client.get_patch_status` | `src\api_hook_client.py` | -| producer | `src.api_hooks_helpers._get_app_attr` | `src\api_hooks_helpers.py` | -| producer | `src.mcp_client.py_find_usages_result` | `src\mcp_client.py` | -| producer | `src.outline_tool.outline` | `src\outline_tool.py` | -| producer | `src.qwen_adapter.build_dashscope_tools` | `src\qwen_adapter.py` | -| producer | `src.theme_2.get_font_loading_params` | `src\theme_2.py` | -| producer | `src.api_hook_client.wait_for_project_switch` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.app_controller.health` | `src\app_controller.py` | -| producer | `src.vendor_capabilities.list_models_for_vendor` | `src\vendor_capabilities.py` | -| producer | `src.app_controller._api_stream` | `src\app_controller.py` | -| producer | `src.api_hook_client.get_value` | `src\api_hook_client.py` | -| producer | `src.summarize._summarise_toml` | `src\summarize.py` | -| producer | `src.app_controller.mma_status` | `src\app_controller.py` | -| producer | `src.theme_models.load_themes_from_toml` | `src\theme_models.py` | -| producer | `src.api_hook_client.get_project_switch_status` | `src\api_hook_client.py` | -| producer | `src.app_controller.get_session` | `src\app_controller.py` | -| producer | `src.ai_client._send_grok` | `src\ai_client.py` | -| producer | `src.external_editor._find_vscode_common_paths` | `src\external_editor.py` | -| producer | `src.mcp_client.ts_c_get_skeleton_result` | `src\mcp_client.py` | -| producer | `src.ai_client._send_anthropic` | `src\ai_client.py` | -| producer | `src.mcp_client.ts_c_get_definition` | `src\mcp_client.py` | -| producer | `src.code_path_audit.load_memory_dim_overrides` | `src\code_path_audit.py` | -| producer | `src.mcp_client.ts_c_get_signature` | 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`src.code_path_audit.aggregate_cross_audit_findings` | `src\code_path_audit.py` | -| consumer | `src.api_hook_client.approve_mma_ticket` | `src\api_hook_client.py` | -| consumer | `src.log_registry.update_auto_whitelist_status` | `src\log_registry.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._send_gemini` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.project_manager.save_project` | `src\project_manager.py` | -| consumer | `src.ai_client.run_tier4_analysis` | `src\ai_client.py` | -| consumer | `src.app_controller._flush_to_project_result` | `src\app_controller.py` | -| consumer | `src.code_path_audit.classify_memory_dim` | `src\code_path_audit.py` | -| consumer | `src.imgui_scopes.__init__` | `src\imgui_scopes.py` | -| consumer | `src.beads_client.create_bead` | `src\beads_client.py` | -| consumer | `src.command_palette.fuzzy_match` | `src\command_palette.py` | -| consumer | `src.theme_2.set_gamma` | `src\theme_2.py` | -| consumer | `src.multi_agent_conductor.update_task_status` | `src\multi_agent_conductor.py` | -| consumer | `src.code_path_audit.estimate_call_frequency` | `src\code_path_audit.py` | -| consumer | `src.file_cache.walk` | `src\file_cache.py` | -| consumer | `src.code_path_audit.detect_access_pattern` | `src\code_path_audit.py` | -| consumer | `src.api_hooks._get_app_attr` | `src\api_hooks.py` | -| consumer | `src.ai_client._send_llama_native` | `src\ai_client.py` | -| consumer | `src.app_controller._handle_mma_state_update` | `src\app_controller.py` | -| consumer | `src.ai_client._list_deepseek_models` | `src\ai_client.py` | -| consumer | `src.api_hooks.__init__` | `src\api_hooks.py` | -| consumer | `src.app_controller._on_comms_entry` | `src\app_controller.py` | -| consumer | `src.multi_agent_conductor.approve_task` | `src\multi_agent_conductor.py` | -| consumer | `src.gui_2.ui_screenshot_paths` | `src\gui_2.py` | -| consumer | `src.imgui_scopes.__init__` | `src\imgui_scopes.py` | -| consumer | `src.ai_client._extract_gemini_thoughts_result` | `src\ai_client.py` | -| consumer | `src.theme_2.get_brightness` | `src\theme_2.py` | -| consumer | `src.history.undo` | `src\history.py` | -| consumer | `src.gui_2._drain_normalize_errors` | `src\gui_2.py` | -| consumer | `src.app_controller._rename_discussion` | `src\app_controller.py` | -| consumer | `src.mcp_client.get_file_slice` | `src\mcp_client.py` | -| consumer | `src.imgui_scopes.tab_bar` | `src\imgui_scopes.py` | -| consumer | `src.session_logger.log_tool_call` | `src\session_logger.py` | -| consumer | `src.gui_2.current_model` | `src\gui_2.py` | -| consumer | `src.rag_engine.embed` | `src\rag_engine.py` | -| consumer | `src.presets.get_preset_scope` | `src\presets.py` | -| consumer | `src.code_path_audit.file_origin_memory_dim` | `src\code_path_audit.py` | -| consumer | `src.rag_engine.__init__` | `src\rag_engine.py` | -| consumer | `src.theme_2.get_gamma` | `src\theme_2.py` | -| consumer | `src.imgui_scopes.style_var` | `src\imgui_scopes.py` | -| consumer | `src.presets._save_file` | `src\presets.py` | -| consumer | `src.aggregate.is_absolute_with_drive` | `src\aggregate.py` | -| consumer | `src.app_controller._topological_sort_tickets_result` | `src\app_controller.py` | -| consumer | `src.app_controller.ui_file_paths` | `src\app_controller.py` | -| consumer | `src.app_controller.rag_emb_provider` | `src\app_controller.py` | -| consumer | `src.code_path_audit.synthesize_aggregate_profile` | `src\code_path_audit.py` | -| consumer | `src.rag_engine._check_existing_index_result` | `src\rag_engine.py` | -| consumer | `src.code_path_audit.read_input_json` | `src\code_path_audit.py` | -| consumer | `src.file_cache.walk` | `src\file_cache.py` | -| consumer | `src.log_registry.is_session_whitelisted` | `src\log_registry.py` | -| consumer | `src.mcp_client.py_update_definition_result` | `src\mcp_client.py` | -| consumer | `src.markdown_helper.render_unindented` | `src\markdown_helper.py` | -| consumer | `src.summary_cache.set_summary` | `src\summary_cache.py` | -| consumer | `src.qwen_adapter.classify_dashscope_error` | `src\qwen_adapter.py` | -| consumer | `src.app_controller._cb_save_view_preset` | `src\app_controller.py` | -| consumer | `src.gui_2.delete_context_preset` | `src\gui_2.py` | -| consumer | `src.imgui_scopes.style_color` | `src\imgui_scopes.py` | -| consumer | `src.app_controller._handle_set_tool_log_dirty` | `src\app_controller.py` | -| consumer | `src.mcp_client.read_file` | `src\mcp_client.py` | -| consumer | `src.app_controller._api_get_session` | `src\app_controller.py` | -| consumer | `src.theme_2.get_contrast` | `src\theme_2.py` | -| consumer | `src.external_editor.launch_diff` | `src\external_editor.py` | -| consumer | `src.paths.get_archive_dir` | `src\paths.py` | -| consumer | `src.theme_models.from_dict` | `src\theme_models.py` | -| consumer | `src.ai_client._classify_minimax_error` | `src\ai_client.py` | -| consumer | `src.rag_engine._chunk_code_result` | `src\rag_engine.py` | -| consumer | `src.app_controller._set_rag_status` | `src\app_controller.py` | -| consumer | `src.gui_2._resolve_font_path_result` | `src\gui_2.py` | -| consumer | `src.ai_client._add_bleed_derived` | `src\ai_client.py` | -| consumer | `src.app_controller.__init__` | `src\app_controller.py` | -| consumer | `src.gui_2._diag_layout_state_ini_text_result` | `src\gui_2.py` | -| consumer | `src.mcp_client._ast_update_definition` | `src\mcp_client.py` | -| consumer | `src.app_controller.mutate_dag` | `src\app_controller.py` | -| consumer | `src.mcp_client.py_get_symbol_info_result` | `src\mcp_client.py` | -| consumer | `src.app_controller.cb_load_prior_log` | `src\app_controller.py` | -| consumer | `src.rag_engine.embed` | `src\rag_engine.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.project_manager.save_track_history` | `src\project_manager.py` | -| consumer | `src.ai_client.set_current_tier` | `src\ai_client.py` | -| consumer | `src.ai_client._send_cli_round_result` | `src\ai_client.py` | -| consumer | `src.app_controller._save_fallback_project_result` | `src\app_controller.py` | -| consumer | `src.module_loader._require_warmed` | `src\module_loader.py` | -| consumer | `src.models.load_mcp_config` | `src\models.py` | -| consumer | `src.ai_client._extract_dashscope_tool_calls` | `src\ai_client.py` | -| consumer | `src.mcp_client.fetch_url_result` | `src\mcp_client.py` | -| consumer | `src.ai_client._strip_cache_controls` | `src\ai_client.py` | -| consumer | `src.app_controller._handle_clear_summary_cache` | `src\app_controller.py` | -| consumer | `src.gui_2._tier_stream_scroll_sync_result` | `src\gui_2.py` | -| consumer | `src.workspace_manager.delete_profile` | `src\workspace_manager.py` | -| consumer | `src.app_controller._update_gcli_adapter` | `src\app_controller.py` | -| consumer | `src.ai_client._estimate_prompt_tokens` | `src\ai_client.py` | -| consumer | `src.mcp_client.handle_starttag` | `src\mcp_client.py` | -| consumer | `src.theme_2.set_contrast` | `src\theme_2.py` | -| consumer | `src.app_controller._delete_discussion` | `src\app_controller.py` | -| consumer | `src.aggregate._build_files_section_from_items` | `src\aggregate.py` | -| consumer | `src.session_logger.open_session` | `src\session_logger.py` | -| consumer | `src.api_hook_client.post_project` | `src\api_hook_client.py` | -| consumer | `src.code_path_audit_analysis.compute_real_type_alias_coverage` | `src\code_path_audit_analysis.py` | -| consumer | `src.context_presets.load_all` | `src\context_presets.py` | -| consumer | `src.warmup.submit` | `src\warmup.py` | -| consumer | `src.gui_2._render_ast_inspector_file_content_result` | `src\gui_2.py` | -| consumer | `src.ai_client.list_models` | `src\ai_client.py` | -| consumer | `src.ai_client._run_script` | `src\ai_client.py` | -| consumer | `src.ai_client._strip_private_keys` | `src\ai_client.py` | -| consumer | `src.theme_2.load_from_config` | `src\theme_2.py` | -| consumer | `src.app_controller._handle_click` | `src\app_controller.py` | -| consumer | `src.warmup._record_failure` | `src\warmup.py` | -| consumer | `src.rag_engine._parse_search_response_result` | `src\rag_engine.py` | -| consumer | `src.imgui_scopes.__init__` | `src\imgui_scopes.py` | -| consumer | `src.commands._toggle_window` | `src\commands.py` | -| consumer | `src.rag_engine.embed` | `src\rag_engine.py` | -| consumer | `src.mcp_client.ts_cpp_update_definition` | `src\mcp_client.py` | -| consumer | `src.mcp_client.ts_cpp_get_signature` | `src\mcp_client.py` | -| consumer | `src.events.__init__` | `src\events.py` | -| consumer | `src.mcp_client.ts_c_get_code_outline_result` | `src\mcp_client.py` | -| consumer | `src.ai_client._dashscope_exception_from_response` | `src\ai_client.py` | -| consumer | `src.multi_agent_conductor.update_usage` | `src\multi_agent_conductor.py` | -| consumer | `src.ai_client.set_agent_tools` | `src\ai_client.py` | -| consumer | `src.code_path_audit.is_hot_cold_split` | `src\code_path_audit.py` | -| consumer | `src.aggregate.group_files_by_dir` | `src\aggregate.py` | -| consumer | `src.ai_client.run_tier4_patch_generation` | `src\ai_client.py` | -| consumer | `src.app_controller._symbol_resolution_result` | `src\app_controller.py` | -| consumer | `src.ai_client.set_bias_profile` | `src\ai_client.py` | -| consumer | `src.ai_client._build_chunked_context_blocks` | `src\ai_client.py` | -| consumer | `src.code_path_audit_cross_audit._normalize_path` | `src\code_path_audit_cross_audit.py` | -| consumer | `src.mcp_client.async_dispatch` | `src\mcp_client.py` | -| consumer | `src.ai_client.run_tier4_patch_callback` | `src\ai_client.py` | -| consumer | `src.orchestrator_pm.generate_tracks` | `src\orchestrator_pm.py` | -| consumer | `src.command_palette._close_palette` | `src\command_palette.py` | -| 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`src.code_path_audit_ssdl.render_organization_deductions` | `src\code_path_audit_ssdl.py` | -| consumer | `src.mcp_client.py_get_var_declaration_result` | `src\mcp_client.py` | -| consumer | `src.tool_presets.delete_bias_profile` | `src\tool_presets.py` | -| consumer | `src.ai_client._pre_dispatch` | `src\ai_client.py` | -| consumer | `src.mcp_client.read_file_result` | `src\mcp_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.gui_2.render_path_field` | `src\gui_2.py` | -| consumer | `src.mcp_client.ts_cpp_get_signature_result` | `src\mcp_client.py` | -| consumer | `src.mcp_client.derive_code_path` | `src\mcp_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.shell_runner.run_powershell` | `src\shell_runner.py` | -| consumer | `src.app_controller._on_ai_stream` | `src\app_controller.py` | -| consumer | `src.code_path_audit_cross_audit.aggregate_findings` | `src\code_path_audit_cross_audit.py` | -| consumer | `src.ai_client._send_minimax` | `src\ai_client.py` | -| consumer | `src.summarize.build_summary_markdown` | `src\summarize.py` | -| consumer | `src.markdown_helper._normalize_bullet_delimiters` | `src\markdown_helper.py` | -| consumer | `src.app_controller._api_post_gui` | `src\app_controller.py` | -| consumer | `src.presets.delete_preset` | `src\presets.py` | -| consumer | `src.app_controller._handle_hide_patch_modal` | `src\app_controller.py` | -| consumer | `src.gui_2.ui_file_paths` | `src\gui_2.py` | -| consumer | `src.app_controller._api_confirm_action` | `src\app_controller.py` | -| consumer | `src.mcp_client.py_get_symbol_info` | `src\mcp_client.py` | -| consumer | `src.code_path_audit_analysis.analyze_consumer_pattern` | `src\code_path_audit_analysis.py` | -| consumer | `src.app_controller._cb_load_track_result` | `src\app_controller.py` | -| consumer | `src.mcp_client.py_get_hierarchy` | `src\mcp_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.context_presets.delete_preset` | `src\context_presets.py` | -| consumer | `src.warmup._warmup_one` | `src\warmup.py` | -| consumer | `src.gui_2.truncate_entries` | `src\gui_2.py` | -| consumer | `src.api_hook_client.mutate_mma_dag` | `src\api_hook_client.py` | -| consumer | `src.mcp_tool_specs.get_tool_spec` | `src\mcp_tool_specs.py` | -| consumer | `src.aggregate.build_discussion_text` | `src\aggregate.py` | -| consumer | `src.presets.save_preset` | `src\presets.py` | -| consumer | `src.mcp_client.py_set_signature_result` | `src\mcp_client.py` | -| consumer | `src.api_hook_client.post_gui` | `src\api_hook_client.py` | -| consumer | `src.project_manager.flat_config` | `src\project_manager.py` | -| consumer | `src.performance_monitor.get_history` | `src\performance_monitor.py` | -| consumer | `src.imgui_scopes.menu` | `src\imgui_scopes.py` | -| consumer | `src.ai_client._send_qwen` | `src\ai_client.py` | -| consumer | `src.command_palette.render_palette_modal` | `src\command_palette.py` | -| consumer | `src.api_hooks.__init__` | `src\api_hooks.py` | -| consumer | `src.fuzzy_anchor.create_slice` | `src\fuzzy_anchor.py` | -| consumer | `src.tool_presets._get_path` | `src\tool_presets.py` | -| consumer | `src.app_controller.get_symbol_definition` | `src\app_controller.py` | -| consumer | `src.markdown_helper._render_code_block` | `src\markdown_helper.py` | -| consumer | `src.api_hook_client.get_node_status` | `src\api_hook_client.py` | -| consumer | `src.beads_client.update_bead` | `src\beads_client.py` | -| consumer | `src.rag_engine.index_file` | `src\rag_engine.py` | -| consumer | `src.mcp_client.py_set_var_declaration` | `src\mcp_client.py` | -| consumer | `src.app_controller._create_discussion` | `src\app_controller.py` | -| consumer | `src.gui_2._simulate_save_preset` | `src\gui_2.py` | -| consumer | `src.app_controller.delete_session` | `src\app_controller.py` | -| consumer | `src.aggregate.build_markdown` | `src\aggregate.py` | -| 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`src.performance_monitor.__init__` | `src\performance_monitor.py` | -| consumer | `src.app_controller._cb_load_track` | `src\app_controller.py` | -| consumer | `src.warmup._log_canary` | `src\warmup.py` | -| consumer | `src.app_controller._cb_save_persona` | `src\app_controller.py` | -| consumer | `src.app_controller._parse_token_history_first_ts_result` | `src\app_controller.py` | -| consumer | `src.code_path_audit_cross_audit._file_to_aggregates` | `src\code_path_audit_cross_audit.py` | -| consumer | `src.gui_2.current_provider` | `src\gui_2.py` | -| consumer | `src.dag_engine.approve_task` | `src\dag_engine.py` | -| consumer | `src.api_hooks._serialize_for_api` | `src\api_hooks.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.aggregate.build_markdown_from_items` | `src\aggregate.py` | -| consumer | `src.code_path_audit_cross_audit.build_cross_audit_findings_for_aggregate` | `src\code_path_audit_cross_audit.py` | -| consumer | `src.rag_engine._search_mcp` | `src\rag_engine.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.mcp_client.call_tool` | `src\mcp_client.py` | -| consumer | `src.theme_2.get_syntax_palette_for_theme` | `src\theme_2.py` | -| consumer | `src.mcp_client.ts_c_get_definition_result` | `src\mcp_client.py` | -| consumer | `src.app_controller.rag_collection_name` | `src\app_controller.py` | -| consumer | `src.thinking_parser.extract_tags` | `src\thinking_parser.py` | -| consumer | `src.api_hook_client.trigger_patch` | `src\api_hook_client.py` | -| consumer | `src.app_controller._handle_set_comms_dirty` | `src\app_controller.py` | -| consumer | `src.multi_agent_conductor.stream_callback` | `src\multi_agent_conductor.py` | -| consumer | `src.api_hook_client.post_project` | `src\api_hook_client.py` | -| consumer | `src.workspace_manager._get_path` | `src\workspace_manager.py` | -| consumer | `src.gui_2._capture_workspace_profile` | `src\gui_2.py` | -| consumer | `src.gui_2.cb_load_prior_log` | `src\gui_2.py` | -| consumer | `src.gui_2.request_patch_from_tier4` | `src\gui_2.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.app_controller.ai_status` | `src\app_controller.py` | -| consumer | `src.app_controller._cb_new_project_automated` | `src\app_controller.py` | -| consumer | `src.mcp_client.ts_cpp_get_skeleton` | `src\mcp_client.py` | -| consumer | `src.ai_client._chunk_text` | `src\ai_client.py` | -| consumer | `src.app_controller._handle_mma_spawn_approval` | `src\app_controller.py` | -| consumer | `src.app_controller._handle_bead_updated` | `src\app_controller.py` | -| consumer | `src.tool_presets.save_preset` | `src\tool_presets.py` | -| consumer | `src.workspace_manager.save_profile` | `src\workspace_manager.py` | -| consumer | `src.code_path_audit_analysis.extract_real_optimization_candidates` | `src\code_path_audit_analysis.py` | -| consumer | `src.imgui_scopes.__init__` | `src\imgui_scopes.py` | -| consumer | `src.mcp_client.get_file_summary_result` | `src\mcp_client.py` | -| consumer | `src.mcp_client.ts_cpp_get_definition` | `src\mcp_client.py` | -| consumer | `src.ai_client._run_tier4_patch_generation_result` | `src\ai_client.py` | -| consumer | `src.code_path_audit_analysis.analyze_consumer_fields` | `src\code_path_audit_analysis.py` | -| consumer | `src.diff_viewer.apply_patch_to_file` | `src\diff_viewer.py` | -| consumer | `src.gui_2.__getattr__` | `src\gui_2.py` | -| consumer | `src.multi_agent_conductor._queue_put` | `src\multi_agent_conductor.py` | -| consumer | `src.ai_client._estimate_message_tokens` | `src\ai_client.py` | -| consumer | `src.paths._resolve_path` | `src\paths.py` | -| consumer | `src.api_hook_client.select_list_item` | `src\api_hook_client.py` | -| consumer | `src.command_palette.get` | `src\command_palette.py` | -| consumer | `src.code_path_audit.find_enclosing_function` | `src\code_path_audit.py` | -| consumer | `src.app_controller._handle_ai_response` | `src\app_controller.py` | - -## FileItem (117 producers + 66 consumers) - -| role | fqname | file | -|---|---|---| -| producer | `src.ai_client._extract_dashscope_tool_calls` | `src\ai_client.py` | -| producer | `src.api_hook_client.get_warmup_wait` | `src\api_hook_client.py` | -| producer | `src.app_controller.wait` | `src\app_controller.py` | -| producer | `src.ai_client._dashscope_call` | `src\ai_client.py` | -| producer | `src.app_controller._pending_mma_spawn` | `src\app_controller.py` | -| producer | `src.api_hook_client.wait_for_event` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.clear_events` | `src\api_hook_client.py` | -| producer | `src.project_manager.get_all_tracks` | `src\project_manager.py` | -| producer | `src.app_controller._offload_entry_payload` | `src\app_controller.py` | -| producer | `src.ai_client._strip_private_keys` | `src\ai_client.py` | -| producer | `src.app_controller._api_get_diagnostics` | `src\app_controller.py` | -| producer | `src.app_controller.get_gui_state` | `src\app_controller.py` | -| producer | `src.app_controller.load_config` | `src\app_controller.py` | -| producer | `src.api_hook_client.get_warmup_status` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.get_project` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.get_mma_workers` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client.reject_patch` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.app_controller._api_get_session` | `src\app_controller.py` | -| producer | `src.ai_client._parse_tool_args_result` | `src\ai_client.py` | -| producer | `src.app_controller._api_pending_actions` | `src\app_controller.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.project_manager.load_history` | `src\project_manager.py` | -| producer | `src.app_controller.get_context` | `src\app_controller.py` | -| producer | `src.ai_client._build_chunked_context_blocks` | `src\ai_client.py` | -| producer | `src.ai_client._get_anthropic_tools` | `src\ai_client.py` | -| producer | `src.api_hook_client.get_gui_state` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.ai_client._get_deepseek_tools` | `src\ai_client.py` | -| producer | `src.models.parse_history_entries` | `src\models.py` | -| producer | `src.api_hook_client.get_events` | `src\api_hook_client.py` | -| producer | `src.ai_client._pre_dispatch` | `src\ai_client.py` | -| producer | `src.project_manager.str_to_entry` | `src\project_manager.py` | -| producer | `src.api_hook_client.post_project` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client.get_session` | `src\api_hook_client.py` | -| producer | `src.app_controller.token_stats` | `src\app_controller.py` | -| producer | `src.api_hook_client.get_io_pool_status` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.trigger_patch` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.get_gui_health` | `src\api_hook_client.py` | -| producer | `src.ai_client.get_gemini_cache_stats` | `src\ai_client.py` | -| producer | `src.app_controller._api_get_api_project` | `src\app_controller.py` | -| producer | `src.api_hook_client.get_status` | `src\api_hook_client.py` | -| producer | `src.app_controller._api_get_context` | `src\app_controller.py` | -| producer | `src.app_controller._api_token_stats` | `src\app_controller.py` | -| producer | `src.api_hook_client.get_context_state` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.set_value` | `src\api_hook_client.py` | -| producer | `src.app_controller.get_mma_status` | `src\app_controller.py` | -| producer | `src.api_hook_client.post_gui` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.get_gui_diagnostics` | `src\api_hook_client.py` | -| producer | `src.app_controller._api_get_performance` | `src\app_controller.py` | -| producer | `src.app_controller._api_get_api_session` | `src\app_controller.py` | -| producer | `src.api_hook_client.get_mma_status` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.aggregate.build_file_items` | `src\aggregate.py` | -| producer | `src.api_hook_client.get_startup_timeline` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.get_node_status` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.get_performance` | `src\api_hook_client.py` | -| producer | `src.ai_client._load_credentials` | `src\ai_client.py` | -| producer | `src.app_controller._api_get_gui_state` | `src\app_controller.py` | -| producer | `src.project_manager.default_project` | `src\project_manager.py` | -| producer | `src.api_hook_client.post_session` | `src\api_hook_client.py` | -| producer | `src.app_controller.get_performance` | `src\app_controller.py` | -| producer | `src.project_manager.migrate_from_legacy_config` | `src\project_manager.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client.push_event` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.get_warmup_canaries` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.drag` | `src\api_hook_client.py` | -| producer | `src.app_controller.pending_actions` | `src\app_controller.py` | -| producer | `src.ai_client.get_token_stats` | `src\ai_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.app_controller.status` | `src\app_controller.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client.apply_patch` | `src\api_hook_client.py` | -| producer | `src.models._load_config_from_disk` | `src\models.py` | -| producer | `src.api_hook_client.post_project` | `src\api_hook_client.py` | -| producer | `src.app_controller._api_get_mma_status` | `src\app_controller.py` | -| producer | `src.api_hook_client.get_patch_status` | `src\api_hook_client.py` | -| producer | `src.app_controller.generate` | `src\app_controller.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.app_controller.get_api_project` | `src\app_controller.py` | -| producer | `src.app_controller._api_status` | `src\app_controller.py` | -| producer | `src.project_manager.flat_config` | `src\project_manager.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.ai_client.ollama_chat` | `src\ai_client.py` | -| producer | `src.api_hook_client.wait_for_project_switch` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client.click` | `src\api_hook_client.py` | -| producer | `src.ai_client.get_comms_log` | `src\ai_client.py` | -| producer | `src.app_controller._api_generate` | `src\app_controller.py` | -| producer | `src.api_hook_client.select_list_item` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client.get_project_switch_status` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.project_manager.load_project` | `src\project_manager.py` | -| producer | `src.app_controller.get_session` | `src\app_controller.py` | -| producer | `src.api_hook_client.get_system_telemetry` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client._make_request` | `src\api_hook_client.py` | -| producer | `src.app_controller.get_diagnostics` | `src\app_controller.py` | -| producer | `src.app_controller.get_session_insights` | `src\app_controller.py` | -| producer | `src.ai_client._content_block_to_dict` | `src\ai_client.py` | -| producer | `src.api_hook_client.select_tab` | `src\api_hook_client.py` | -| producer | `src.app_controller._pending_mma_approval` | `src\app_controller.py` | -| producer | `src.ai_client._add_bleed_derived` | `src\ai_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client.right_click` | `src\api_hook_client.py` | -| producer | `src.app_controller.get_api_session` | `src\app_controller.py` | -| producer | `src.project_manager.default_discussion` | `src\project_manager.py` | -| producer | `src.ai_client._send_cli_round_result` | `src\ai_client.py` | -| producer | `src.api_hook_client.get_financial_metrics` | `src\api_hook_client.py` | -| consumer | `src.ai_client._invalidate_token_estimate` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.aggregate.build_markdown_from_items` | `src\aggregate.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._create_gemini_cache_result` | `src\ai_client.py` | -| consumer | `src.ai_client._send_grok` | `src\ai_client.py` | -| consumer | `src.ai_client._strip_private_keys` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._send_gemini_cli` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._send_gemini` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._send_anthropic` | `src\ai_client.py` | -| consumer | `src.project_manager.save_project` | `src\project_manager.py` | -| consumer | `src.ai_client._trim_anthropic_history` | `src\ai_client.py` | -| consumer | `src.ai_client._send_llama` | `src\ai_client.py` | -| consumer | `src.aggregate.build_tier3_context` | `src\aggregate.py` | -| consumer | `src.app_controller._offload_entry_payload` | `src\app_controller.py` | -| consumer | `src.project_manager.format_discussion` | `src\project_manager.py` | -| consumer | `src.project_manager.entry_to_str` | `src\project_manager.py` | -| consumer | `src.ai_client._repair_minimax_history` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._strip_stale_file_refreshes` | `src\ai_client.py` | -| consumer | `src.ai_client._send_deepseek` | `src\ai_client.py` | -| consumer | `src.ai_client._add_bleed_derived` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.aggregate.build_markdown_no_history` | `src\aggregate.py` | -| consumer | `src.project_manager.flat_config` | `src\project_manager.py` | -| consumer | `src.ai_client._send_llama_native` | `src\ai_client.py` | -| consumer | `src.ai_client.ollama_chat` | `src\ai_client.py` | -| consumer | `src.ai_client._send_qwen` | `src\ai_client.py` | -| consumer | `src.app_controller._on_comms_entry` | `src\app_controller.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._repair_deepseek_history` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._execute_single_tool_call_async` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._repair_anthropic_history` | `src\ai_client.py` | -| consumer | `src.ai_client._strip_cache_controls` | `src\ai_client.py` | -| consumer | `src.aggregate.run` | `src\aggregate.py` | -| consumer | `src.models._save_config_to_disk` | `src\models.py` | -| consumer | `src.ai_client._dashscope_call` | `src\ai_client.py` | -| consumer | `src.app_controller._start_track_logic_result` | `src\app_controller.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._estimate_prompt_tokens` | `src\ai_client.py` | -| consumer | `src.ai_client._append_comms` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._estimate_message_tokens` | `src\ai_client.py` | -| consumer | `src.ai_client._add_history_cache_breakpoint` | `src\ai_client.py` | -| consumer | `src.ai_client._pre_dispatch` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.aggregate._build_files_section_from_items` | `src\aggregate.py` | -| consumer | `src.ai_client._trim_minimax_history` | `src\ai_client.py` | -| consumer | `src.app_controller._refresh_api_metrics` | `src\app_controller.py` | -| consumer | `src.app_controller._start_track_logic` | `src\app_controller.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.project_manager.migrate_from_legacy_config` | `src\project_manager.py` | -| consumer | `src.ai_client._send_minimax` | `src\ai_client.py` | -| consumer | `src.ai_client.send` | `src\ai_client.py` | - -## FileItems (6 producers + 9 consumers) - -| role | fqname | file | -|---|---|---| -| producer | `src.gui_2._render_beads_tab_list_result` | `src\gui_2.py` | -| producer | `src.gui_2._drain_normalize_errors` | `src\gui_2.py` | -| producer | `src.ai_client._list_gemini_models_result` | `src\ai_client.py` | -| producer | `src.ai_client._list_anthropic_models_result` | `src\ai_client.py` | -| producer | `src.ai_client._list_minimax_models_result` | `src\ai_client.py` | -| producer | `src.ai_client._set_minimax_provider_result` | `src\ai_client.py` | -| consumer | `src.app_controller._symbol_resolution_result` | `src\app_controller.py` | -| consumer | `src.app_controller._topological_sort_tickets_result` | `src\app_controller.py` | -| consumer | `src.ai_client._build_file_context_text` | `src\ai_client.py` | -| consumer | `src.ai_client._reread_file_items_result` | `src\ai_client.py` | -| consumer | `src.ai_client._build_file_diff_text` | `src\ai_client.py` | -| consumer | `src.gui_2.__init__` | `src\gui_2.py` | -| consumer | `src.app_controller._serialize_tool_calls_result` | `src\app_controller.py` | -| consumer | `src.project_manager.calculate_track_progress` | `src\project_manager.py` | -| consumer | `src.ai_client.run_with_tool_loop` | `src\ai_client.py` | - -## CommsLogEntry (117 producers + 66 consumers) - -| role | fqname | file | -|---|---|---| -| producer | `src.ai_client._extract_dashscope_tool_calls` | `src\ai_client.py` | -| producer | `src.api_hook_client.get_warmup_wait` | `src\api_hook_client.py` | -| producer | `src.app_controller.wait` | `src\app_controller.py` | -| producer | `src.ai_client._dashscope_call` | `src\ai_client.py` | -| producer | `src.app_controller._pending_mma_spawn` | `src\app_controller.py` | -| producer | `src.api_hook_client.wait_for_event` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.clear_events` | `src\api_hook_client.py` | -| producer | `src.project_manager.get_all_tracks` | `src\project_manager.py` | -| producer | `src.app_controller._offload_entry_payload` | `src\app_controller.py` | -| producer | `src.ai_client._strip_private_keys` | `src\ai_client.py` | -| producer | `src.app_controller._api_get_diagnostics` | `src\app_controller.py` | -| producer | `src.app_controller.get_gui_state` | `src\app_controller.py` | -| producer | `src.app_controller.load_config` | `src\app_controller.py` | -| producer | `src.api_hook_client.get_warmup_status` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.get_project` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.get_mma_workers` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client.reject_patch` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.app_controller._api_get_session` | `src\app_controller.py` | -| producer | `src.ai_client._parse_tool_args_result` | `src\ai_client.py` | -| producer | `src.app_controller._api_pending_actions` | `src\app_controller.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.project_manager.load_history` | `src\project_manager.py` | -| producer | `src.app_controller.get_context` | `src\app_controller.py` | -| producer | `src.ai_client._build_chunked_context_blocks` | `src\ai_client.py` | -| producer | `src.ai_client._get_anthropic_tools` | `src\ai_client.py` | -| producer | `src.api_hook_client.get_gui_state` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.ai_client._get_deepseek_tools` | `src\ai_client.py` | -| producer | `src.models.parse_history_entries` | `src\models.py` | -| producer | `src.api_hook_client.get_events` | `src\api_hook_client.py` | -| producer | `src.ai_client._pre_dispatch` | `src\ai_client.py` | -| producer | `src.project_manager.str_to_entry` | `src\project_manager.py` | -| producer | `src.api_hook_client.post_project` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client.get_session` | `src\api_hook_client.py` | -| producer | `src.app_controller.token_stats` | `src\app_controller.py` | -| producer | `src.api_hook_client.get_io_pool_status` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.trigger_patch` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.get_gui_health` | `src\api_hook_client.py` | -| producer | `src.ai_client.get_gemini_cache_stats` | `src\ai_client.py` | -| producer | `src.app_controller._api_get_api_project` | `src\app_controller.py` | -| producer | `src.api_hook_client.get_status` | `src\api_hook_client.py` | -| producer | `src.app_controller._api_get_context` | `src\app_controller.py` | -| producer | `src.app_controller._api_token_stats` | `src\app_controller.py` | -| producer | `src.api_hook_client.get_context_state` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.set_value` | `src\api_hook_client.py` | -| producer | `src.app_controller.get_mma_status` | `src\app_controller.py` | -| producer | `src.api_hook_client.post_gui` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.get_gui_diagnostics` | `src\api_hook_client.py` | -| producer | `src.app_controller._api_get_performance` | `src\app_controller.py` | -| producer | `src.app_controller._api_get_api_session` | `src\app_controller.py` | -| producer | `src.api_hook_client.get_mma_status` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.aggregate.build_file_items` | `src\aggregate.py` | -| producer | `src.api_hook_client.get_startup_timeline` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.get_node_status` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.get_performance` | `src\api_hook_client.py` | -| producer | `src.ai_client._load_credentials` | `src\ai_client.py` | -| producer | `src.app_controller._api_get_gui_state` | `src\app_controller.py` | -| producer | `src.project_manager.default_project` | `src\project_manager.py` | -| producer | `src.api_hook_client.post_session` | `src\api_hook_client.py` | -| producer | `src.app_controller.get_performance` | `src\app_controller.py` | -| producer | `src.project_manager.migrate_from_legacy_config` | `src\project_manager.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client.push_event` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.get_warmup_canaries` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.drag` | `src\api_hook_client.py` | -| producer | `src.app_controller.pending_actions` | `src\app_controller.py` | -| producer | `src.ai_client.get_token_stats` | `src\ai_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.app_controller.status` | `src\app_controller.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client.apply_patch` | `src\api_hook_client.py` | -| producer | `src.models._load_config_from_disk` | `src\models.py` | -| producer | `src.api_hook_client.post_project` | `src\api_hook_client.py` | -| producer | `src.app_controller._api_get_mma_status` | `src\app_controller.py` | -| producer | `src.api_hook_client.get_patch_status` | `src\api_hook_client.py` | -| producer | `src.app_controller.generate` | `src\app_controller.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.app_controller.get_api_project` | `src\app_controller.py` | -| producer | `src.app_controller._api_status` | `src\app_controller.py` | -| producer | `src.project_manager.flat_config` | `src\project_manager.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.ai_client.ollama_chat` | `src\ai_client.py` | -| producer | `src.api_hook_client.wait_for_project_switch` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client.click` | `src\api_hook_client.py` | -| producer | `src.ai_client.get_comms_log` | `src\ai_client.py` | -| producer | `src.app_controller._api_generate` | `src\app_controller.py` | -| producer | `src.api_hook_client.select_list_item` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client.get_project_switch_status` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.project_manager.load_project` | `src\project_manager.py` | -| producer | `src.app_controller.get_session` | `src\app_controller.py` | -| producer | `src.api_hook_client.get_system_telemetry` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client._make_request` | `src\api_hook_client.py` | -| producer | `src.app_controller.get_diagnostics` | `src\app_controller.py` | -| producer | `src.app_controller.get_session_insights` | `src\app_controller.py` | -| producer | `src.ai_client._content_block_to_dict` | `src\ai_client.py` | -| producer | `src.api_hook_client.select_tab` | `src\api_hook_client.py` | -| producer | `src.app_controller._pending_mma_approval` | `src\app_controller.py` | -| producer | `src.ai_client._add_bleed_derived` | `src\ai_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client.right_click` | `src\api_hook_client.py` | -| producer | `src.app_controller.get_api_session` | `src\app_controller.py` | -| producer | `src.project_manager.default_discussion` | `src\project_manager.py` | -| producer | `src.ai_client._send_cli_round_result` | `src\ai_client.py` | -| producer | `src.api_hook_client.get_financial_metrics` | `src\api_hook_client.py` | -| consumer | `src.ai_client._invalidate_token_estimate` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.aggregate.build_markdown_from_items` | `src\aggregate.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._create_gemini_cache_result` | `src\ai_client.py` | -| consumer | `src.ai_client._send_grok` | `src\ai_client.py` | -| consumer | `src.ai_client._strip_private_keys` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._send_gemini_cli` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._send_gemini` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._send_anthropic` | `src\ai_client.py` | -| consumer | `src.project_manager.save_project` | `src\project_manager.py` | -| consumer | `src.ai_client._trim_anthropic_history` | `src\ai_client.py` | -| consumer | `src.ai_client._send_llama` | `src\ai_client.py` | -| consumer | `src.aggregate.build_tier3_context` | `src\aggregate.py` | -| consumer | `src.app_controller._offload_entry_payload` | `src\app_controller.py` | -| consumer | `src.project_manager.format_discussion` | `src\project_manager.py` | -| consumer | `src.project_manager.entry_to_str` | `src\project_manager.py` | -| consumer | `src.ai_client._repair_minimax_history` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._strip_stale_file_refreshes` | `src\ai_client.py` | -| consumer | `src.ai_client._send_deepseek` | `src\ai_client.py` | -| consumer | `src.ai_client._add_bleed_derived` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.aggregate.build_markdown_no_history` | `src\aggregate.py` | -| consumer | `src.project_manager.flat_config` | `src\project_manager.py` | -| consumer | `src.ai_client._send_llama_native` | `src\ai_client.py` | -| consumer | `src.ai_client.ollama_chat` | `src\ai_client.py` | -| consumer | `src.ai_client._send_qwen` | `src\ai_client.py` | -| consumer | `src.app_controller._on_comms_entry` | `src\app_controller.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._repair_deepseek_history` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._execute_single_tool_call_async` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._repair_anthropic_history` | `src\ai_client.py` | -| consumer | `src.ai_client._strip_cache_controls` | `src\ai_client.py` | -| consumer | `src.aggregate.run` | `src\aggregate.py` | -| consumer | `src.models._save_config_to_disk` | `src\models.py` | -| consumer | `src.ai_client._dashscope_call` | `src\ai_client.py` | -| consumer | `src.app_controller._start_track_logic_result` | `src\app_controller.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._estimate_prompt_tokens` | `src\ai_client.py` | -| consumer | `src.ai_client._append_comms` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._estimate_message_tokens` | `src\ai_client.py` | -| consumer | `src.ai_client._add_history_cache_breakpoint` | `src\ai_client.py` | -| consumer | `src.ai_client._pre_dispatch` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.aggregate._build_files_section_from_items` | `src\aggregate.py` | -| consumer | `src.ai_client._trim_minimax_history` | `src\ai_client.py` | -| consumer | `src.app_controller._refresh_api_metrics` | `src\app_controller.py` | -| consumer | `src.app_controller._start_track_logic` | `src\app_controller.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.project_manager.migrate_from_legacy_config` | `src\project_manager.py` | -| consumer | `src.ai_client._send_minimax` | `src\ai_client.py` | -| consumer | `src.ai_client.send` | `src\ai_client.py` | - -## CommsLog (6 producers + 5 consumers) - -| role | fqname | file | -|---|---|---| -| producer | `src.gui_2._render_beads_tab_list_result` | `src\gui_2.py` | -| producer | `src.gui_2._drain_normalize_errors` | `src\gui_2.py` | -| producer | `src.ai_client._list_gemini_models_result` | `src\ai_client.py` | -| producer | `src.ai_client._list_anthropic_models_result` | `src\ai_client.py` | -| producer | `src.ai_client._list_minimax_models_result` | `src\ai_client.py` | -| producer | `src.ai_client._set_minimax_provider_result` | `src\ai_client.py` | -| consumer | `src.app_controller._symbol_resolution_result` | `src\app_controller.py` | -| consumer | `src.app_controller._topological_sort_tickets_result` | `src\app_controller.py` | -| consumer | `src.gui_2.__init__` | `src\gui_2.py` | -| consumer | `src.app_controller._serialize_tool_calls_result` | `src\app_controller.py` | -| consumer | `src.project_manager.calculate_track_progress` | `src\project_manager.py` | - -## HistoryMessage (118 producers + 68 consumers) - -| role | fqname | file | -|---|---|---| -| producer | `src.ai_client._extract_dashscope_tool_calls` | `src\ai_client.py` | -| producer | `src.api_hook_client.get_warmup_wait` | `src\api_hook_client.py` | -| producer | `src.app_controller.wait` | `src\app_controller.py` | -| producer | `src.ai_client._dashscope_call` | `src\ai_client.py` | -| producer | `src.app_controller._pending_mma_spawn` | `src\app_controller.py` | -| producer | `src.api_hook_client.wait_for_event` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.clear_events` | `src\api_hook_client.py` | -| producer | `src.project_manager.get_all_tracks` | `src\project_manager.py` | -| producer | `src.app_controller._offload_entry_payload` | `src\app_controller.py` | -| producer | `src.ai_client._strip_private_keys` | `src\ai_client.py` | -| producer | `src.app_controller._api_get_diagnostics` | `src\app_controller.py` | -| producer | `src.app_controller.get_gui_state` | `src\app_controller.py` | -| producer | `src.app_controller.load_config` | `src\app_controller.py` | -| producer | `src.api_hook_client.get_warmup_status` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.get_project` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.get_mma_workers` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client.reject_patch` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.app_controller._api_get_session` | `src\app_controller.py` | -| producer | `src.ai_client._parse_tool_args_result` | `src\ai_client.py` | -| producer | `src.app_controller._api_pending_actions` | `src\app_controller.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.project_manager.load_history` | `src\project_manager.py` | -| producer | `src.app_controller.get_context` | `src\app_controller.py` | -| producer | `src.ai_client._build_chunked_context_blocks` | `src\ai_client.py` | -| producer | `src.ai_client._get_anthropic_tools` | `src\ai_client.py` | -| producer | `src.api_hook_client.get_gui_state` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.ai_client._get_deepseek_tools` | `src\ai_client.py` | -| producer | `src.models.parse_history_entries` | `src\models.py` | -| producer | `src.api_hook_client.get_events` | `src\api_hook_client.py` | -| producer | `src.ai_client._pre_dispatch` | `src\ai_client.py` | -| producer | `src.project_manager.str_to_entry` | `src\project_manager.py` | -| producer | `src.api_hook_client.post_project` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client.get_session` | `src\api_hook_client.py` | -| producer | `src.app_controller.token_stats` | `src\app_controller.py` | -| producer | `src.api_hook_client.get_io_pool_status` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.trigger_patch` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.get_gui_health` | `src\api_hook_client.py` | -| producer | `src.ai_client.get_gemini_cache_stats` | `src\ai_client.py` | -| producer | `src.app_controller._api_get_api_project` | `src\app_controller.py` | -| producer | `src.api_hook_client.get_status` | `src\api_hook_client.py` | -| producer | `src.app_controller._api_get_context` | `src\app_controller.py` | -| producer | `src.app_controller._api_token_stats` | `src\app_controller.py` | -| producer | `src.api_hook_client.get_context_state` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.set_value` | `src\api_hook_client.py` | -| producer | `src.app_controller.get_mma_status` | `src\app_controller.py` | -| producer | `src.api_hook_client.post_gui` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.get_gui_diagnostics` | `src\api_hook_client.py` | -| producer | `src.app_controller._api_get_performance` | `src\app_controller.py` | -| producer | `src.app_controller._api_get_api_session` | `src\app_controller.py` | -| producer | `src.api_hook_client.get_mma_status` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.provider_state.get_all` | `src\provider_state.py` | -| producer | `src.aggregate.build_file_items` | `src\aggregate.py` | -| producer | `src.api_hook_client.get_startup_timeline` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.get_node_status` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.get_performance` | `src\api_hook_client.py` | -| producer | `src.ai_client._load_credentials` | `src\ai_client.py` | -| producer | `src.app_controller._api_get_gui_state` | `src\app_controller.py` | -| producer | `src.project_manager.default_project` | `src\project_manager.py` | -| producer | `src.api_hook_client.post_session` | `src\api_hook_client.py` | -| producer | `src.app_controller.get_performance` | `src\app_controller.py` | -| producer | `src.project_manager.migrate_from_legacy_config` | `src\project_manager.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client.push_event` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.get_warmup_canaries` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.drag` | `src\api_hook_client.py` | -| producer | `src.app_controller.pending_actions` | `src\app_controller.py` | -| producer | `src.ai_client.get_token_stats` | `src\ai_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.app_controller.status` | `src\app_controller.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client.apply_patch` | `src\api_hook_client.py` | -| producer | `src.models._load_config_from_disk` | `src\models.py` | -| producer | `src.api_hook_client.post_project` | `src\api_hook_client.py` | -| producer | `src.app_controller._api_get_mma_status` | `src\app_controller.py` | -| producer | `src.api_hook_client.get_patch_status` | `src\api_hook_client.py` | -| producer | `src.app_controller.generate` | `src\app_controller.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.app_controller.get_api_project` | `src\app_controller.py` | -| producer | `src.app_controller._api_status` | `src\app_controller.py` | -| producer | `src.project_manager.flat_config` | `src\project_manager.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.ai_client.ollama_chat` | `src\ai_client.py` | -| producer | `src.api_hook_client.wait_for_project_switch` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client.click` | `src\api_hook_client.py` | -| producer | `src.ai_client.get_comms_log` | `src\ai_client.py` | -| producer | `src.app_controller._api_generate` | `src\app_controller.py` | -| producer | `src.api_hook_client.select_list_item` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client.get_project_switch_status` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.project_manager.load_project` | `src\project_manager.py` | -| producer | `src.app_controller.get_session` | `src\app_controller.py` | -| producer | `src.api_hook_client.get_system_telemetry` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client._make_request` | `src\api_hook_client.py` | -| producer | `src.app_controller.get_diagnostics` | `src\app_controller.py` | -| producer | `src.app_controller.get_session_insights` | `src\app_controller.py` | -| producer | `src.ai_client._content_block_to_dict` | `src\ai_client.py` | -| producer | `src.api_hook_client.select_tab` | `src\api_hook_client.py` | -| producer | `src.app_controller._pending_mma_approval` | `src\app_controller.py` | -| producer | `src.ai_client._add_bleed_derived` | `src\ai_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client.right_click` | `src\api_hook_client.py` | -| producer | `src.app_controller.get_api_session` | `src\app_controller.py` | -| producer | `src.project_manager.default_discussion` | `src\project_manager.py` | -| producer | `src.ai_client._send_cli_round_result` | `src\ai_client.py` | -| producer | `src.api_hook_client.get_financial_metrics` | `src\api_hook_client.py` | -| consumer | `src.ai_client._invalidate_token_estimate` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.aggregate.build_markdown_from_items` | `src\aggregate.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._create_gemini_cache_result` | `src\ai_client.py` | -| consumer | `src.ai_client._send_grok` | `src\ai_client.py` | -| consumer | `src.ai_client._strip_private_keys` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._send_gemini_cli` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._send_gemini` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._send_anthropic` | `src\ai_client.py` | -| consumer | `src.project_manager.save_project` | `src\project_manager.py` | -| consumer | `src.ai_client._trim_anthropic_history` | `src\ai_client.py` | -| consumer | `src.provider_state.append` | `src\provider_state.py` | -| consumer | `src.ai_client._send_llama` | `src\ai_client.py` | -| consumer | `src.aggregate.build_tier3_context` | `src\aggregate.py` | -| consumer | `src.app_controller._offload_entry_payload` | `src\app_controller.py` | -| consumer | `src.project_manager.format_discussion` | `src\project_manager.py` | -| consumer | `src.project_manager.entry_to_str` | `src\project_manager.py` | -| consumer | `src.ai_client._repair_minimax_history` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._strip_stale_file_refreshes` | `src\ai_client.py` | -| consumer | `src.ai_client._send_deepseek` | `src\ai_client.py` | -| consumer | `src.ai_client._add_bleed_derived` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.aggregate.build_markdown_no_history` | `src\aggregate.py` | -| consumer | `src.project_manager.flat_config` | `src\project_manager.py` | -| consumer | `src.ai_client._send_llama_native` | `src\ai_client.py` | -| consumer | `src.ai_client.ollama_chat` | `src\ai_client.py` | -| consumer | `src.ai_client._send_qwen` | `src\ai_client.py` | -| consumer | `src.app_controller._on_comms_entry` | `src\app_controller.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._repair_deepseek_history` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.provider_state.replace_all` | `src\provider_state.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._execute_single_tool_call_async` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._repair_anthropic_history` | `src\ai_client.py` | -| consumer | `src.ai_client._strip_cache_controls` | `src\ai_client.py` | -| consumer | `src.aggregate.run` | `src\aggregate.py` | -| consumer | `src.models._save_config_to_disk` | `src\models.py` | -| consumer | `src.ai_client._dashscope_call` | `src\ai_client.py` | -| consumer | `src.app_controller._start_track_logic_result` | `src\app_controller.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._estimate_prompt_tokens` | `src\ai_client.py` | -| consumer | `src.ai_client._append_comms` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._estimate_message_tokens` | `src\ai_client.py` | -| consumer | `src.ai_client._add_history_cache_breakpoint` | `src\ai_client.py` | -| consumer | `src.ai_client._pre_dispatch` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.aggregate._build_files_section_from_items` | `src\aggregate.py` | -| consumer | `src.ai_client._trim_minimax_history` | `src\ai_client.py` | -| consumer | `src.app_controller._refresh_api_metrics` | `src\app_controller.py` | -| consumer | `src.app_controller._start_track_logic` | `src\app_controller.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.project_manager.migrate_from_legacy_config` | `src\project_manager.py` | -| consumer | `src.ai_client._send_minimax` | `src\ai_client.py` | -| consumer | `src.ai_client.send` | `src\ai_client.py` | - -## History (7 producers + 7 consumers) - -| role | fqname | file | -|---|---|---| -| producer | `src.gui_2._render_beads_tab_list_result` | `src\gui_2.py` | -| producer | `src.gui_2._drain_normalize_errors` | `src\gui_2.py` | -| producer | `src.ai_client._list_gemini_models_result` | `src\ai_client.py` | -| producer | `src.provider_state.get_all` | `src\provider_state.py` | -| producer | `src.ai_client._list_anthropic_models_result` | `src\ai_client.py` | -| producer | `src.ai_client._list_minimax_models_result` | `src\ai_client.py` | -| producer | `src.ai_client._set_minimax_provider_result` | `src\ai_client.py` | -| consumer | `src.provider_state.append` | `src\provider_state.py` | -| consumer | `src.app_controller._symbol_resolution_result` | `src\app_controller.py` | -| consumer | `src.app_controller._topological_sort_tickets_result` | `src\app_controller.py` | -| consumer | `src.provider_state.replace_all` | `src\provider_state.py` | -| consumer | `src.gui_2.__init__` | `src\gui_2.py` | -| consumer | `src.app_controller._serialize_tool_calls_result` | `src\app_controller.py` | -| consumer | `src.project_manager.calculate_track_progress` | `src\project_manager.py` | - -## ToolDefinition (119 producers + 66 consumers) - -| role | fqname | file | -|---|---|---| -| producer | `src.ai_client._extract_dashscope_tool_calls` | `src\ai_client.py` | -| producer | `src.api_hook_client.get_warmup_wait` | `src\api_hook_client.py` | -| producer | `src.app_controller.wait` | `src\app_controller.py` | -| producer | `src.ai_client._dashscope_call` | `src\ai_client.py` | -| producer | `src.app_controller._pending_mma_spawn` | `src\app_controller.py` | -| producer | `src.api_hook_client.wait_for_event` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.clear_events` | `src\api_hook_client.py` | -| producer | `src.project_manager.get_all_tracks` | `src\project_manager.py` | -| producer | `src.app_controller._offload_entry_payload` | `src\app_controller.py` | -| producer | `src.ai_client._strip_private_keys` | `src\ai_client.py` | -| producer | `src.app_controller._api_get_diagnostics` | `src\app_controller.py` | -| producer | `src.app_controller.get_gui_state` | `src\app_controller.py` | -| producer | `src.app_controller.load_config` | `src\app_controller.py` | -| producer | `src.api_hook_client.get_warmup_status` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.get_project` | `src\api_hook_client.py` | -| producer | `src.ai_client._build_deepseek_tools` | `src\ai_client.py` | -| producer | `src.api_hook_client.get_mma_workers` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client.reject_patch` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.app_controller._api_get_session` | `src\app_controller.py` | -| producer | `src.ai_client._parse_tool_args_result` | `src\ai_client.py` | -| producer | `src.app_controller._api_pending_actions` | `src\app_controller.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.project_manager.load_history` | `src\project_manager.py` | -| producer | `src.app_controller.get_context` | `src\app_controller.py` | -| producer | `src.ai_client._build_chunked_context_blocks` | `src\ai_client.py` | -| producer | `src.ai_client._get_anthropic_tools` | `src\ai_client.py` | -| producer | `src.api_hook_client.get_gui_state` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.ai_client._get_deepseek_tools` | `src\ai_client.py` | -| producer | `src.models.parse_history_entries` | `src\models.py` | -| producer | `src.api_hook_client.get_events` | `src\api_hook_client.py` | -| producer | `src.ai_client._pre_dispatch` | `src\ai_client.py` | -| producer | `src.project_manager.str_to_entry` | `src\project_manager.py` | -| producer | `src.api_hook_client.post_project` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client.get_session` | `src\api_hook_client.py` | -| producer | `src.app_controller.token_stats` | `src\app_controller.py` | -| producer | `src.api_hook_client.get_io_pool_status` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.trigger_patch` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.get_gui_health` | `src\api_hook_client.py` | -| producer | `src.ai_client.get_gemini_cache_stats` | `src\ai_client.py` | -| producer | `src.app_controller._api_get_api_project` | `src\app_controller.py` | -| producer | `src.api_hook_client.get_status` | `src\api_hook_client.py` | -| producer | `src.app_controller._api_get_context` | `src\app_controller.py` | -| producer | `src.app_controller._api_token_stats` | `src\app_controller.py` | -| producer | `src.api_hook_client.get_context_state` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.set_value` | `src\api_hook_client.py` | -| producer | `src.app_controller.get_mma_status` | `src\app_controller.py` | -| producer | `src.api_hook_client.post_gui` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.get_gui_diagnostics` | `src\api_hook_client.py` | -| producer | `src.app_controller._api_get_performance` | `src\app_controller.py` | -| producer | `src.app_controller._api_get_api_session` | `src\app_controller.py` | -| producer | `src.api_hook_client.get_mma_status` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.aggregate.build_file_items` | `src\aggregate.py` | -| producer | `src.api_hook_client.get_startup_timeline` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.get_node_status` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.get_performance` | `src\api_hook_client.py` | -| producer | `src.ai_client._load_credentials` | `src\ai_client.py` | -| producer | `src.app_controller._api_get_gui_state` | `src\app_controller.py` | -| producer | `src.project_manager.default_project` | `src\project_manager.py` | -| producer | `src.api_hook_client.post_session` | `src\api_hook_client.py` | -| producer | `src.app_controller.get_performance` | `src\app_controller.py` | -| producer | `src.project_manager.migrate_from_legacy_config` | `src\project_manager.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client.push_event` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.get_warmup_canaries` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.drag` | `src\api_hook_client.py` | -| producer | `src.app_controller.pending_actions` | `src\app_controller.py` | -| producer | `src.ai_client.get_token_stats` | `src\ai_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.app_controller.status` | `src\app_controller.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client.apply_patch` | `src\api_hook_client.py` | -| producer | `src.models._load_config_from_disk` | `src\models.py` | -| producer | `src.api_hook_client.post_project` | `src\api_hook_client.py` | -| producer | `src.app_controller._api_get_mma_status` | `src\app_controller.py` | -| producer | `src.api_hook_client.get_patch_status` | `src\api_hook_client.py` | -| producer | `src.app_controller.generate` | `src\app_controller.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.app_controller.get_api_project` | `src\app_controller.py` | -| producer | `src.app_controller._api_status` | `src\app_controller.py` | -| producer | `src.project_manager.flat_config` | `src\project_manager.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.ai_client.ollama_chat` | `src\ai_client.py` | -| producer | `src.api_hook_client.wait_for_project_switch` | `src\api_hook_client.py` | -| producer | `src.ai_client._build_anthropic_tools` | `src\ai_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client.click` | `src\api_hook_client.py` | -| producer | `src.ai_client.get_comms_log` | `src\ai_client.py` | -| producer | `src.app_controller._api_generate` | `src\app_controller.py` | -| producer | `src.api_hook_client.select_list_item` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client.get_project_switch_status` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.project_manager.load_project` | `src\project_manager.py` | -| producer | `src.app_controller.get_session` | `src\app_controller.py` | -| producer | `src.api_hook_client.get_system_telemetry` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client._make_request` | `src\api_hook_client.py` | -| producer | `src.app_controller.get_diagnostics` | `src\app_controller.py` | -| producer | `src.app_controller.get_session_insights` | `src\app_controller.py` | -| producer | `src.ai_client._content_block_to_dict` | `src\ai_client.py` | -| producer | `src.api_hook_client.select_tab` | `src\api_hook_client.py` | -| producer | `src.app_controller._pending_mma_approval` | `src\app_controller.py` | -| producer | `src.ai_client._add_bleed_derived` | `src\ai_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client.right_click` | `src\api_hook_client.py` | -| producer | `src.app_controller.get_api_session` | `src\app_controller.py` | -| producer | `src.project_manager.default_discussion` | `src\project_manager.py` | -| producer | `src.ai_client._send_cli_round_result` | `src\ai_client.py` | -| producer | `src.api_hook_client.get_financial_metrics` | `src\api_hook_client.py` | -| consumer | `src.ai_client._invalidate_token_estimate` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.aggregate.build_markdown_from_items` | `src\aggregate.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._create_gemini_cache_result` | `src\ai_client.py` | -| consumer | `src.ai_client._send_grok` | `src\ai_client.py` | -| consumer | `src.ai_client._strip_private_keys` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._send_gemini_cli` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._send_gemini` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._send_anthropic` | `src\ai_client.py` | -| consumer | `src.project_manager.save_project` | `src\project_manager.py` | -| consumer | `src.ai_client._trim_anthropic_history` | `src\ai_client.py` | -| consumer | `src.ai_client._send_llama` | `src\ai_client.py` | -| consumer | `src.aggregate.build_tier3_context` | `src\aggregate.py` | -| consumer | `src.app_controller._offload_entry_payload` | `src\app_controller.py` | -| consumer | `src.project_manager.format_discussion` | `src\project_manager.py` | -| consumer | `src.project_manager.entry_to_str` | `src\project_manager.py` | -| consumer | `src.ai_client._repair_minimax_history` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._strip_stale_file_refreshes` | `src\ai_client.py` | -| consumer | `src.ai_client._send_deepseek` | `src\ai_client.py` | -| consumer | `src.ai_client._add_bleed_derived` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.aggregate.build_markdown_no_history` | `src\aggregate.py` | -| consumer | `src.project_manager.flat_config` | `src\project_manager.py` | -| consumer | `src.ai_client._send_llama_native` | `src\ai_client.py` | -| consumer | `src.ai_client.ollama_chat` | `src\ai_client.py` | -| consumer | `src.ai_client._send_qwen` | `src\ai_client.py` | -| consumer | `src.app_controller._on_comms_entry` | `src\app_controller.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._repair_deepseek_history` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._execute_single_tool_call_async` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._repair_anthropic_history` | `src\ai_client.py` | -| consumer | `src.ai_client._strip_cache_controls` | `src\ai_client.py` | -| consumer | `src.aggregate.run` | `src\aggregate.py` | -| consumer | `src.models._save_config_to_disk` | `src\models.py` | -| consumer | `src.ai_client._dashscope_call` | `src\ai_client.py` | -| consumer | `src.app_controller._start_track_logic_result` | `src\app_controller.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._estimate_prompt_tokens` | `src\ai_client.py` | -| consumer | `src.ai_client._append_comms` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._estimate_message_tokens` | `src\ai_client.py` | -| consumer | `src.ai_client._add_history_cache_breakpoint` | `src\ai_client.py` | -| consumer | `src.ai_client._pre_dispatch` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.aggregate._build_files_section_from_items` | `src\aggregate.py` | -| consumer | `src.ai_client._trim_minimax_history` | `src\ai_client.py` | -| consumer | `src.app_controller._refresh_api_metrics` | `src\app_controller.py` | -| consumer | `src.app_controller._start_track_logic` | `src\app_controller.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.project_manager.migrate_from_legacy_config` | `src\project_manager.py` | -| consumer | `src.ai_client._send_minimax` | `src\ai_client.py` | -| consumer | `src.ai_client.send` | `src\ai_client.py` | - -## ToolCall (118 producers + 67 consumers) - -| role | fqname | file | -|---|---|---| -| producer | `src.ai_client._extract_dashscope_tool_calls` | `src\ai_client.py` | -| producer | `src.api_hook_client.get_warmup_wait` | `src\api_hook_client.py` | -| producer | `src.app_controller.wait` | `src\app_controller.py` | -| producer | `src.ai_client._dashscope_call` | `src\ai_client.py` | -| producer | `src.app_controller._pending_mma_spawn` | `src\app_controller.py` | -| producer | `src.api_hook_client.wait_for_event` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.clear_events` | `src\api_hook_client.py` | -| producer | `src.project_manager.get_all_tracks` | `src\project_manager.py` | -| producer | `src.app_controller._offload_entry_payload` | `src\app_controller.py` | -| producer | `src.ai_client._strip_private_keys` | `src\ai_client.py` | -| producer | `src.app_controller._api_get_diagnostics` | `src\app_controller.py` | -| producer | `src.app_controller.get_gui_state` | `src\app_controller.py` | -| producer | `src.app_controller.load_config` | `src\app_controller.py` | -| producer | `src.api_hook_client.get_warmup_status` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.get_project` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.get_mma_workers` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client.reject_patch` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.app_controller._api_get_session` | `src\app_controller.py` | -| producer | `src.ai_client._parse_tool_args_result` | `src\ai_client.py` | -| producer | `src.app_controller._api_pending_actions` | `src\app_controller.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.project_manager.load_history` | `src\project_manager.py` | -| producer | `src.openai_compatible._to_typed_tool_call` | `src\openai_compatible.py` | -| producer | `src.app_controller.get_context` | `src\app_controller.py` | -| producer | `src.ai_client._build_chunked_context_blocks` | `src\ai_client.py` | -| producer | `src.ai_client._get_anthropic_tools` | `src\ai_client.py` | -| producer | `src.api_hook_client.get_gui_state` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.ai_client._get_deepseek_tools` | `src\ai_client.py` | -| producer | `src.models.parse_history_entries` | `src\models.py` | -| producer | `src.api_hook_client.get_events` | `src\api_hook_client.py` | -| producer | `src.ai_client._pre_dispatch` | `src\ai_client.py` | -| producer | `src.project_manager.str_to_entry` | `src\project_manager.py` | -| producer | `src.api_hook_client.post_project` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client.get_session` | `src\api_hook_client.py` | -| producer | `src.app_controller.token_stats` | `src\app_controller.py` | -| producer | `src.api_hook_client.get_io_pool_status` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.trigger_patch` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.get_gui_health` | `src\api_hook_client.py` | -| producer | `src.ai_client.get_gemini_cache_stats` | `src\ai_client.py` | -| producer | `src.app_controller._api_get_api_project` | `src\app_controller.py` | -| producer | `src.api_hook_client.get_status` | `src\api_hook_client.py` | -| producer | `src.app_controller._api_get_context` | `src\app_controller.py` | -| producer | `src.app_controller._api_token_stats` | `src\app_controller.py` | -| producer | `src.api_hook_client.get_context_state` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.set_value` | `src\api_hook_client.py` | -| producer | `src.app_controller.get_mma_status` | `src\app_controller.py` | -| producer | `src.api_hook_client.post_gui` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.get_gui_diagnostics` | `src\api_hook_client.py` | -| producer | `src.app_controller._api_get_performance` | `src\app_controller.py` | -| producer | `src.app_controller._api_get_api_session` | `src\app_controller.py` | -| producer | `src.api_hook_client.get_mma_status` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.aggregate.build_file_items` | `src\aggregate.py` | -| producer | `src.api_hook_client.get_startup_timeline` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.get_node_status` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.get_performance` | `src\api_hook_client.py` | -| producer | `src.ai_client._load_credentials` | `src\ai_client.py` | -| producer | `src.app_controller._api_get_gui_state` | `src\app_controller.py` | -| producer | `src.project_manager.default_project` | `src\project_manager.py` | -| producer | `src.api_hook_client.post_session` | `src\api_hook_client.py` | -| producer | `src.app_controller.get_performance` | `src\app_controller.py` | -| producer | `src.project_manager.migrate_from_legacy_config` | `src\project_manager.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client.push_event` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.get_warmup_canaries` | `src\api_hook_client.py` | -| producer | `src.api_hook_client.drag` | `src\api_hook_client.py` | -| producer | `src.app_controller.pending_actions` | `src\app_controller.py` | -| producer | `src.ai_client.get_token_stats` | `src\ai_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.app_controller.status` | `src\app_controller.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client.apply_patch` | `src\api_hook_client.py` | -| producer | `src.models._load_config_from_disk` | `src\models.py` | -| producer | `src.api_hook_client.post_project` | `src\api_hook_client.py` | -| producer | `src.app_controller._api_get_mma_status` | `src\app_controller.py` | -| producer | `src.api_hook_client.get_patch_status` | `src\api_hook_client.py` | -| producer | `src.app_controller.generate` | `src\app_controller.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.app_controller.get_api_project` | `src\app_controller.py` | -| producer | `src.app_controller._api_status` | `src\app_controller.py` | -| producer | `src.project_manager.flat_config` | `src\project_manager.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.ai_client.ollama_chat` | `src\ai_client.py` | -| producer | `src.api_hook_client.wait_for_project_switch` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client.click` | `src\api_hook_client.py` | -| producer | `src.ai_client.get_comms_log` | `src\ai_client.py` | -| producer | `src.app_controller._api_generate` | `src\app_controller.py` | -| producer | `src.api_hook_client.select_list_item` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client.get_project_switch_status` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.project_manager.load_project` | `src\project_manager.py` | -| producer | `src.app_controller.get_session` | `src\app_controller.py` | -| producer | `src.api_hook_client.get_system_telemetry` | `src\api_hook_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client._make_request` | `src\api_hook_client.py` | -| producer | `src.app_controller.get_diagnostics` | `src\app_controller.py` | -| producer | `src.app_controller.get_session_insights` | `src\app_controller.py` | -| producer | `src.ai_client._content_block_to_dict` | `src\ai_client.py` | -| producer | `src.api_hook_client.select_tab` | `src\api_hook_client.py` | -| producer | `src.app_controller._pending_mma_approval` | `src\app_controller.py` | -| producer | `src.ai_client._add_bleed_derived` | `src\ai_client.py` | -| producer | `src.models.to_dict` | `src\models.py` | -| producer | `src.api_hook_client.right_click` | `src\api_hook_client.py` | -| producer | `src.app_controller.get_api_session` | `src\app_controller.py` | -| producer | `src.project_manager.default_discussion` | `src\project_manager.py` | -| producer | `src.ai_client._send_cli_round_result` | `src\ai_client.py` | -| producer | `src.api_hook_client.get_financial_metrics` | `src\api_hook_client.py` | -| consumer | `src.ai_client._invalidate_token_estimate` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.aggregate.build_markdown_from_items` | `src\aggregate.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._create_gemini_cache_result` | `src\ai_client.py` | -| consumer | `src.ai_client._send_grok` | `src\ai_client.py` | -| consumer | `src.ai_client._strip_private_keys` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._send_gemini_cli` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._send_gemini` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._send_anthropic` | `src\ai_client.py` | -| consumer | `src.project_manager.save_project` | `src\project_manager.py` | -| consumer | `src.ai_client._trim_anthropic_history` | `src\ai_client.py` | -| consumer | `src.ai_client._send_llama` | `src\ai_client.py` | -| consumer | `src.aggregate.build_tier3_context` | `src\aggregate.py` | -| consumer | `src.app_controller._offload_entry_payload` | `src\app_controller.py` | -| consumer | `src.project_manager.format_discussion` | `src\project_manager.py` | -| consumer | `src.project_manager.entry_to_str` | `src\project_manager.py` | -| consumer | `src.ai_client._repair_minimax_history` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._strip_stale_file_refreshes` | `src\ai_client.py` | -| consumer | `src.ai_client._send_deepseek` | `src\ai_client.py` | -| consumer | `src.ai_client._add_bleed_derived` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.aggregate.build_markdown_no_history` | `src\aggregate.py` | -| consumer | `src.project_manager.flat_config` | `src\project_manager.py` | -| consumer | `src.ai_client._send_llama_native` | `src\ai_client.py` | -| consumer | `src.ai_client.ollama_chat` | `src\ai_client.py` | -| consumer | `src.ai_client._send_qwen` | `src\ai_client.py` | -| consumer | `src.app_controller._on_comms_entry` | `src\app_controller.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._repair_deepseek_history` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._execute_single_tool_call_async` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.openai_compatible._to_dict_tool_call` | `src\openai_compatible.py` | -| consumer | `src.ai_client._repair_anthropic_history` | `src\ai_client.py` | -| consumer | `src.ai_client._strip_cache_controls` | `src\ai_client.py` | -| consumer | `src.aggregate.run` | `src\aggregate.py` | -| consumer | `src.models._save_config_to_disk` | `src\models.py` | -| consumer | `src.ai_client._dashscope_call` | `src\ai_client.py` | -| consumer | `src.app_controller._start_track_logic_result` | `src\app_controller.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._estimate_prompt_tokens` | `src\ai_client.py` | -| consumer | `src.ai_client._append_comms` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.ai_client._estimate_message_tokens` | `src\ai_client.py` | -| consumer | `src.ai_client._add_history_cache_breakpoint` | `src\ai_client.py` | -| consumer | `src.ai_client._pre_dispatch` | `src\ai_client.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.aggregate._build_files_section_from_items` | `src\aggregate.py` | -| consumer | `src.ai_client._trim_minimax_history` | `src\ai_client.py` | -| consumer | `src.app_controller._refresh_api_metrics` | `src\app_controller.py` | -| consumer | `src.app_controller._start_track_logic` | `src\app_controller.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.models.from_dict` | `src\models.py` | -| consumer | `src.project_manager.migrate_from_legacy_config` | `src\project_manager.py` | -| consumer | `src.ai_client._send_minimax` | `src\ai_client.py` | -| consumer | `src.ai_client.send` | `src\ai_client.py` | - -## Result (0 producers + 0 consumers) - -_(no producers or consumers)_ - - ---- - - - -## 8. Hot Paths - -Functions on the per-LLM-turn path (high-frequency consumers). - -## Per-aggregate hot consumers (top 5 by field access count) - -### `Metadata` - -| function | pattern | total field accesses | -|---|---|---| -| `src.app_controller._on_comms_entry` | `field_by_field` | 28 | -| `src.app_controller._handle_mma_state_update` | `field_by_field` | 23 | -| `src.file_cache.walk` | `field_by_field` | 6 | -| `src.project_manager.save_project` | `mixed` | 5 | -| `src.code_path_audit.synthesize_aggregate_profile` | `whole_struct` | 5 | - -### `FileItem` - -| function | pattern | total field accesses | -|---|---|---| -| `src.app_controller._on_comms_entry` | `field_by_field` | 28 | -| `src.app_controller._start_track_logic_result` | `field_by_field` | 25 | -| `src.ai_client._add_bleed_derived` | `field_by_field` | 11 | -| `src.aggregate.run` | `field_by_field` | 10 | -| `src.project_manager.flat_config` | `whole_struct` | 7 | - -### `FileItems` - -| function | pattern | total field accesses | -|---|---|---| -| `src.gui_2.__init__` | `field_by_field` | 3 | -| `src.ai_client.run_with_tool_loop` | `whole_struct` | 2 | -| `src.app_controller._topological_sort_tickets_result` | `whole_struct` | 1 | -| `src.app_controller._symbol_resolution_result` | `whole_struct` | 0 | -| `src.ai_client._build_file_context_text` | `whole_struct` | 0 | - -### `CommsLogEntry` - -| function | pattern | total field accesses | -|---|---|---| -| `src.app_controller._on_comms_entry` | `field_by_field` | 28 | -| `src.app_controller._start_track_logic_result` | `field_by_field` | 25 | -| `src.ai_client._add_bleed_derived` | `field_by_field` | 11 | -| `src.aggregate.run` | `field_by_field` | 10 | -| `src.project_manager.flat_config` | `whole_struct` | 7 | - -### `CommsLog` - -| function | pattern | total field accesses | -|---|---|---| -| `src.gui_2.__init__` | `field_by_field` | 3 | -| `src.app_controller._topological_sort_tickets_result` | `whole_struct` | 1 | -| `src.app_controller._symbol_resolution_result` | `whole_struct` | 0 | -| `src.app_controller._serialize_tool_calls_result` | `whole_struct` | 0 | -| `src.project_manager.calculate_track_progress` | `whole_struct` | 0 | - -### `HistoryMessage` - -| function | pattern | total field accesses | -|---|---|---| -| `src.app_controller._on_comms_entry` | `field_by_field` | 28 | -| `src.app_controller._start_track_logic_result` | `field_by_field` | 25 | -| `src.ai_client._add_bleed_derived` | `field_by_field` | 11 | -| `src.aggregate.run` | `field_by_field` | 10 | -| `src.project_manager.flat_config` | `whole_struct` | 7 | - -### `History` - -| function | pattern | total field accesses | -|---|---|---| -| `src.gui_2.__init__` | `field_by_field` | 3 | -| `src.provider_state.append` | `mixed` | 2 | -| `src.provider_state.replace_all` | `mixed` | 2 | -| `src.app_controller._topological_sort_tickets_result` | `whole_struct` | 1 | -| `src.app_controller._symbol_resolution_result` | `whole_struct` | 0 | - -### `ToolDefinition` - -| function | pattern | total field accesses | -|---|---|---| -| `src.app_controller._on_comms_entry` | `field_by_field` | 28 | -| `src.app_controller._start_track_logic_result` | `field_by_field` | 25 | -| `src.ai_client._add_bleed_derived` | `field_by_field` | 11 | -| `src.aggregate.run` | `field_by_field` | 10 | -| `src.project_manager.flat_config` | `whole_struct` | 7 | - -### `ToolCall` - -| function | pattern | total field accesses | -|---|---|---| -| `src.app_controller._on_comms_entry` | `field_by_field` | 28 | -| `src.app_controller._start_track_logic_result` | `field_by_field` | 25 | -| `src.ai_client._add_bleed_derived` | `field_by_field` | 11 | -| `src.aggregate.run` | `field_by_field` | 10 | -| `src.project_manager.flat_config` | `whole_struct` | 7 | - - ---- - - - -## 9. Field Usage (cross-aggregate) - -Cross-aggregate analysis of which fields are accessed how often across the codebase. - -| aggregate | field | total accesses | -|---|---|---| -| `CommsLog` | `_report_worker_error` | 1 | -| `CommsLog` | `_module_name` | 1 | -| `CommsLog` | `_attr_name` | 1 | -| `CommsLog` | `_cached` | 1 | -| `CommsLogEntry` | `get` | 33 | -| `CommsLogEntry` | `content` | 16 | -| `CommsLogEntry` | `marker` | 16 | -| `CommsLogEntry` | `pop` | 6 | -| `CommsLogEntry` | `files` | 5 | -| `CommsLogEntry` | `session_usage` | 5 | -| `CommsLogEntry` | `_pending_history_adds_lock` | 4 | -| `CommsLogEntry` | `_pending_history_adds` | 4 | -| `CommsLogEntry` | `ai_status` | 4 | -| `CommsLogEntry` | `append` | 3 | -| `FileItem` | `get` | 33 | -| `FileItem` | `content` | 16 | -| `FileItem` | `marker` | 16 | -| `FileItem` | `pop` | 6 | -| `FileItem` | `files` | 5 | -| `FileItem` | `session_usage` | 5 | -| `FileItem` | `_pending_history_adds_lock` | 4 | -| `FileItem` | `_pending_history_adds` | 4 | -| `FileItem` | `ai_status` | 4 | -| `FileItem` | `append` | 3 | -| `FileItems` | `append` | 2 | -| `FileItems` | `_report_worker_error` | 1 | -| `FileItems` | `_module_name` | 1 | -| `FileItems` | `_attr_name` | 1 | -| `FileItems` | `_cached` | 1 | -| `History` | `lock` | 2 | -| `History` | `messages` | 2 | -| `History` | `_report_worker_error` | 1 | -| `History` | `_module_name` | 1 | -| `History` | `_attr_name` | 1 | -| `History` | `_cached` | 1 | -| `HistoryMessage` | `get` | 33 | -| `HistoryMessage` | `content` | 15 | -| `HistoryMessage` | `marker` | 15 | -| `HistoryMessage` | `pop` | 6 | -| `HistoryMessage` | `files` | 5 | -| `HistoryMessage` | `session_usage` | 5 | -| `HistoryMessage` | `_pending_history_adds_lock` | 4 | -| `HistoryMessage` | `_pending_history_adds` | 4 | -| `HistoryMessage` | `ai_status` | 4 | -| `HistoryMessage` | `append` | 3 | -| `Metadata` | `get` | 13 | -| `Metadata` | `active_tier` | 6 | -| `Metadata` | `mma_tier_usage` | 6 | -| `Metadata` | `active_track` | 5 | -| `Metadata` | `session_usage` | 5 | -| `Metadata` | `files` | 4 | -| `Metadata` | `_size` | 4 | -| `Metadata` | `_pending_history_adds_lock` | 4 | -| `Metadata` | `_pending_history_adds` | 4 | -| `Metadata` | `parent` | 4 | -| `ToolCall` | `get` | 33 | -| `ToolCall` | `content` | 16 | -| `ToolCall` | `marker` | 16 | -| `ToolCall` | `pop` | 6 | -| `ToolCall` | `files` | 5 | -| `ToolCall` | `session_usage` | 5 | -| `ToolCall` | `_pending_history_adds_lock` | 4 | -| `ToolCall` | `_pending_history_adds` | 4 | -| `ToolCall` | `ai_status` | 4 | -| `ToolCall` | `append` | 3 | -| `ToolDefinition` | `get` | 33 | -| `ToolDefinition` | `content` | 16 | -| `ToolDefinition` | `marker` | 16 | -| `ToolDefinition` | `pop` | 6 | -| `ToolDefinition` | `files` | 5 | -| `ToolDefinition` | `session_usage` | 5 | -| `ToolDefinition` | `_pending_history_adds_lock` | 4 | -| `ToolDefinition` | `_pending_history_adds` | 4 | -| `ToolDefinition` | `ai_status` | 4 | -| `ToolDefinition` | `append` | 3 | - - ---- - - - -## 10. Decomposition Matrix - -## All aggregates ranked by current cost - -| Aggregate | Producers | Consumers | Struct fields | Current cost (us/turn) | Direction | Actionable savings (us/turn) | -|---|---|---|---|---|---|---| -| `Metadata` | 483 | 752 | 6 | 520 | `hold` | 0 | -| `FileItem` | 117 | 66 | 5 | 470 | `hold` | 70 | -| `FileItems` | 6 | 9 | 5 | 470 | `hold` | 70 | -| `CommsLogEntry` | 117 | 66 | 5 | 470 | `hold` | 70 | -| `CommsLog` | 6 | 5 | 5 | 470 | `hold` | 70 | -| `HistoryMessage` | 118 | 68 | 5 | 470 | `hold` | 70 | -| `History` | 7 | 7 | 5 | 470 | `hold` | 70 | -| `ToolDefinition` | 119 | 66 | 5 | 470 | `hold` | 70 | -| `ToolCall` | 118 | 67 | 5 | 470 | `hold` | 70 | -| `Result` | 0 | 0 | 5 | 470 | `insufficient_data` | 0 | - -## Aggregates flagged for refactoring - -_(no aggregates currently flagged for refactoring; most have 'hold' status)_ - -## Aggregates needing runtime profiling - -| Aggregate | Reason | -|---|---| -| `Result` | Result: access_pattern=mixed, frequency=per_turn, struct_field_count=5, struct_frozen=True. Recommended: insufficient_data because runtime profiling is needed to determine the dominant pattern. | - - ---- - - - -## 11. Cross-Audit Summary - -| Aggregate | weak_types | exception_handling | optional_in_baseline | config_io | import_graph | total | -|---|---|---|---|---|---|---| -| Metadata | 0 | 0 | 1 | 0 | 0 | 1 | -| FileItem | 0 | 0 | 0 | 0 | 0 | 0 | -| FileItems | 0 | 0 | 0 | 0 | 0 | 0 | -| CommsLogEntry | 0 | 0 | 0 | 0 | 0 | 0 | -| CommsLog | 0 | 0 | 1 | 0 | 0 | 1 | -| HistoryMessage | 0 | 0 | 0 | 0 | 0 | 0 | -| History | 0 | 0 | 0 | 0 | 0 | 0 | -| ToolDefinition | 0 | 0 | 1 | 0 | 0 | 1 | -| ToolCall | 0 | 0 | 0 | 0 | 0 | 0 | -| Result | 0 | 0 | 0 | 0 | 0 | 0 | -| ToolSpec | 0 | 0 | 0 | 0 | 0 | 0 | -| ChatMessage | 0 | 0 | 0 | 0 | 0 | 0 | -| ProviderHistory | 0 | 0 | 0 | 0 | 0 | 0 | - ---- - - - -## 12. Dead Fields - -Fields that appear in producer return shapes but are never read by any consumer. - -### `Metadata` - -Fields read by at least one consumer: 53 - - -### `FileItem` - -Fields read by at least one consumer: 43 - - -### `FileItems` - -Fields read by at least one consumer: 5 - -| field | read count | -|---|---| -| `_attr_name` | 1 | -| `_cached` | 1 | -| `_module_name` | 1 | -| `_report_worker_error` | 1 | -| `append` | 2 | - -### `CommsLogEntry` - -Fields read by at least one consumer: 43 - - -### `CommsLog` - -Fields read by at least one consumer: 4 - -| field | read count | -|---|---| -| `_attr_name` | 1 | -| `_cached` | 1 | -| `_module_name` | 1 | -| `_report_worker_error` | 1 | - -### `HistoryMessage` - -Fields read by at least one consumer: 45 - - -### `History` - -Fields read by at least one consumer: 6 - -| field | read count | -|---|---| -| `_attr_name` | 1 | -| `_cached` | 1 | -| `_module_name` | 1 | -| `_report_worker_error` | 1 | -| `lock` | 2 | -| `messages` | 2 | - -### `ToolDefinition` - -Fields read by at least one consumer: 43 - - -### `ToolCall` - -Fields read by at least one consumer: 44 - - - ---- - - - -## 13. Candidate Aggregates - -Total candidates: 0 - -_(no optimization candidates currently generated)_ - -## Candidate placeholder aggregates - -- `ToolSpec`: candidate aggregate; would be detected after any_type_componentization_20260621 merges -- `ChatMessage`: candidate aggregate; would be detected after any_type_componentization_20260621 merges -- `ProviderHistory`: candidate aggregate; would be detected after any_type_componentization_20260621 merges - - ---- - - - -## 14. Top-Level Summary - -Generated for 13 aggregates on 2026-06-22 - -- **Real aggregates (in scope):** 10 -- **Candidate aggregates (placeholders):** 3 -- **Total producers:** 1091 -- **Total consumers:** 1106 -- **Total current cost (us/turn):** 4750 -- **Total actionable savings (us/turn):** 560 - -## 4-mem-dim rollup - -- **control** (3): ToolDefinition, ToolCall, Result -- **curation** (2): FileItem, FileItems -- **discussion** (6): Metadata, CommsLogEntry, CommsLog, HistoryMessage, History, ChatMessage -- **unknown** (2): ToolSpec, ProviderHistory - -## Per-aggregate memory_dim + access pattern - -| Aggregate | Kind | Memory dim | Access pattern | Producers | Consumers | -|---|---|---|---|---|---| -| `CommsLog` | `typealias` | `discussion` | `whole_struct` | 6 | 5 | -| `CommsLogEntry` | `typealias` | `discussion` | `whole_struct` | 117 | 66 | -| `FileItem` | `typealias` | `curation` | `whole_struct` | 117 | 66 | -| `FileItems` | `typealias` | `curation` | `whole_struct` | 6 | 9 | -| `History` | `typealias` | `discussion` | `whole_struct` | 7 | 7 | -| `HistoryMessage` | `typealias` | `discussion` | `whole_struct` | 118 | 68 | -| `Metadata` | `typealias` | `discussion` | `whole_struct` | 483 | 752 | -| `Result` | `typealias` | `control` | `mixed` | 0 | 0 | -| `ToolCall` | `typealias` | `control` | `whole_struct` | 118 | 67 | -| `ToolDefinition` | `typealias` | `control` | `whole_struct` | 119 | 66 | -| `ChatMessage` | `candidate_dataclass` | `discussion` | `mixed` | 0 | 0 | -| `ProviderHistory` | `candidate_dataclass` | `unknown` | `mixed` | 0 | 0 | -| `ToolSpec` | `candidate_dataclass` | `unknown` | `mixed` | 0 | 0 | - -## Cross-validation verdict - -### `CommsLog` - -- **Result coverage:** 6 producers, 5 consumers -- **Type alias coverage:** 4 sites; 0 typed (0%); 4 untyped (100%) -- **Cross-audit findings (total sites):** 1 - -### `CommsLogEntry` - -- **Result coverage:** 96 producers, 46 consumers -- **Type alias coverage:** 135 sites; 0 typed (0%); 135 untyped (100%) -- **Cross-audit findings (total sites):** 0 - -### `FileItem` - -- **Result coverage:** 96 producers, 46 consumers -- **Type alias coverage:** 135 sites; 0 typed (0%); 135 untyped (100%) -- **Cross-audit findings (total sites):** 0 - -### `FileItems` - -- **Result coverage:** 6 producers, 9 consumers -- **Type alias coverage:** 6 sites; 0 typed (0%); 6 untyped (100%) -- **Cross-audit findings (total sites):** 0 - -### `History` - -- **Result coverage:** 7 producers, 7 consumers -- **Type alias coverage:** 8 sites; 0 typed (0%); 8 untyped (100%) -- **Cross-audit findings (total sites):** 0 - -### `HistoryMessage` - -- **Result coverage:** 97 producers, 48 consumers -- **Type alias coverage:** 137 sites; 0 typed (0%); 137 untyped (100%) -- **Cross-audit findings (total sites):** 0 - -### `Metadata` - -- **Result coverage:** 457 producers, 697 consumers -- **Type alias coverage:** 123 sites; 0 typed (0%); 123 untyped (100%) -- **Cross-audit findings (total sites):** 1 - -### `Result` - -- **Result coverage:** 0 producers, 0 consumers -- **Type alias coverage:** 0 sites -- **Cross-audit findings (total sites):** 0 - -### `ToolCall` - -- **Result coverage:** 97 producers, 47 consumers -- **Type alias coverage:** 136 sites; 0 typed (0%); 136 untyped (100%) -- **Cross-audit findings (total sites):** 0 - -### `ToolDefinition` - -- **Result coverage:** 98 producers, 46 consumers -- **Type alias coverage:** 135 sites; 0 typed (0%); 135 untyped (100%) -- **Cross-audit findings (total sites):** 1 - - ---- - -## 15. Restructuring Routes (Prioritized) +## 8. Restructuring Routes (Prioritized) | Priority | Aggregate | Fix | Effort | Codepath reduction | |---|---|---|---|---| -| 1 | Metadata | Nil Sentinel + Immediate-Mode Cache | ~half day | 1.13e18 -> 130 | -| 2 | Metadata | Generational Handle | ~half day | 1.13e18 -> 35 | -| 3 | FileItems | Nil Sentinel | ~30 min | 104 -> ~50 | -| 4 | HistoryMessage | Typed field migration | ~1 hour | 4 -> 1 | -| 5 | ToolCall | Typed field migration | ~5 min | 1 -> 1 | -| 6 | (follow-up) | PCG P3 expansion for 6 data-gap aggregates | ~1 day | unlocks measurement | +| 1 | Metadata | Nil Sentinel + Immediate-Mode Cache | ~half day | 4.01e22 -> 123 | +| 2 | Metadata | Generational Handle | ~half day | 4.01e22 -> 752 | +| 3 | FileItem | Typed field migration | ~half day | reduces string-key access | +| 4 | CommsLogEntry | Typed field migration | ~half day | reduces string-key access | +| 5 | HistoryMessage | Typed field migration | ~half day | reduces string-key access | +| 6 | ToolDefinition | Typed field migration | ~half day | reduces string-key access | +| 7 | ToolCall | Typed field migration | ~half day | reduces string-key access | +| 8 | CommsLog/History/FileItems | Nil sentinel for list-typed | ~1 hour each | minor | -The two Metadata fixes (1 + 2) can be done in either order; Fix 1 is a prerequisite for Fix 2 (the sentinel is what the handle returns on mismatch). -## 16. File Coupling (Where Restructuring Has Highest Ripple) +--- -| File | Producers | Consumers | Role | -|---|---|---|---| -| `src/app_controller.py` | 1 | 1 | Hub: produces + consumes `Metadata` (dominant coupling) | -| `src/ai_client.py` | 1 | 2 | Multi-aggregate; touches Metadata + CommsLogEntry + HistoryMessage | -| `src/models.py` | 1 | 1 | Canonical source for `Metadata` + others | - -`src/app_controller.py` is the central nervous system. Restructuring `Metadata` ripples through every AI turn dispatch in the app. - -## 17. Verification +## 9. Verification - **131 tests passing** (96 unit + 15 phase78 + 13 phase89 + 7 integration) - **Meta-audit clean** (0 violations on `audit_code_path_audit_coverage.py --strict`) @@ -9669,10 +6743,12 @@ The two Metadata fixes (1 + 2) can be done in either order; Fix 1 is a prerequis | `audit_main_thread_imports.py` | PASS | | `audit_no_models_config_io.py` | PASS | | `audit_code_path_audit_coverage.py --strict` | PASS (0 violations) | -| `audit_weak_types.py --strict` | REGRESSION (117 vs 112 baseline; from cherry-picked commits on master, not from this track) | -| `audit_optional_in_3_files.py --strict` | REGRESSION (7 pre-existing `Optional[T]` violations in mcp_client + ai_client) | +| `audit_weak_types.py --strict` | REGRESSION (from cherry-picked commits on master, not from this track) | +| `audit_optional_in_3_files.py --strict` | REGRESSION (7 pre-existing `Optional[T]` violations) | -## 18. Reproducing This Audit +--- + +## 10. Reproducing This Audit ```powershell # Generate the 6 input JSONs @@ -9693,62 +6769,25 @@ uv run python scripts/audit_code_path_audit_coverage.py --input-dir docs/reports uv run pytest tests/test_code_path_audit.py tests/test_code_path_audit_phase78.py tests/test_code_path_audit_phase89.py tests/test_code_path_audit_integration.py ``` -## 19. See Also +--- -**Per-aggregate detailed profiles (13 files, full evidence):** +## 11. See Also + +**Per-aggregate detailed profiles (13 files):** - `aggregates/Metadata.md` - 15-section detailed profile -- `aggregates/Metadata.dsl` - flat-section DSL artifact -- `aggregates/Metadata.tree` - ASCII tree artifact - `aggregates/FileItems.md` - 15-section detailed profile -- `aggregates/FileItems.dsl` - flat-section DSL artifact -- `aggregates/FileItems.tree` - ASCII tree artifact - `aggregates/CommsLog.md` - 15-section detailed profile -- `aggregates/CommsLog.dsl` - flat-section DSL artifact -- `aggregates/CommsLog.tree` - ASCII tree artifact - `aggregates/CommsLogEntry.md` - 15-section detailed profile -- `aggregates/CommsLogEntry.dsl` - flat-section DSL artifact -- `aggregates/CommsLogEntry.tree` - ASCII tree artifact - `aggregates/FileItem.md` - 15-section detailed profile -- `aggregates/FileItem.dsl` - flat-section DSL artifact -- `aggregates/FileItem.tree` - ASCII tree artifact - `aggregates/History.md` - 15-section detailed profile -- `aggregates/History.dsl` - flat-section DSL artifact -- `aggregates/History.tree` - ASCII tree artifact - `aggregates/HistoryMessage.md` - 15-section detailed profile -- `aggregates/HistoryMessage.dsl` - flat-section DSL artifact -- `aggregates/HistoryMessage.tree` - ASCII tree artifact - `aggregates/Result.md` - 15-section detailed profile -- `aggregates/Result.dsl` - flat-section DSL artifact -- `aggregates/Result.tree` - ASCII tree artifact - `aggregates/ToolCall.md` - 15-section detailed profile -- `aggregates/ToolCall.dsl` - flat-section DSL artifact -- `aggregates/ToolCall.tree` - ASCII tree artifact - `aggregates/ToolDefinition.md` - 15-section detailed profile -- `aggregates/ToolDefinition.dsl` - flat-section DSL artifact -- `aggregates/ToolDefinition.tree` - ASCII tree artifact - `aggregates/ChatMessage.md` - 15-section detailed profile -- `aggregates/ChatMessage.dsl` - flat-section DSL artifact -- `aggregates/ChatMessage.tree` - ASCII tree artifact - `aggregates/ProviderHistory.md` - 15-section detailed profile -- `aggregates/ProviderHistory.dsl` - flat-section DSL artifact -- `aggregates/ProviderHistory.tree` - ASCII tree artifact - `aggregates/ToolSpec.md` - 15-section detailed profile -- `aggregates/ToolSpec.dsl` - flat-section DSL artifact -- `aggregates/ToolSpec.tree` - ASCII tree artifact - -**Top-level rollups (10 files):** - -- `summary.md` - 70-line top-level summary -- `ssdl_analysis.md` - SSDL rollup with top-10 defusing recommendations -- `organization_deductions.md` - per-aggregate verdict + file coupling + restructuring routes -- `call_graph.md` - producer/consumer tables per aggregate -- `decomposition_matrix.md` - ranked refactor candidates -- `hot_paths.md` - top 5 hot consumers per aggregate -- `field_usage.md` - cross-aggregate field frequency -- `dead_fields.md` - fields with low access -- `cross_audit_summary.md` - per-bucket cross-audit table -- `candidates.md` - the 3 placeholder aggregates **Track artifacts:** @@ -9756,16 +6795,3 @@ uv run pytest tests/test_code_path_audit.py tests/test_code_path_audit_phase78.p - `conductor/tracks/code_path_audit_20260607/spec_v2.md` - canonical spec - `conductor/tracks/code_path_audit_20260607/plan_v2.md` - canonical plan - `conductor/code_styleguides/code_path_audit.md` - 5-convention styleguide - -## 20. Commit history - -``` -713c0349 docs(reports): single coherent audit report (AUDIT_REPORT.md) -628841d0 docs(reports): TRACK_COMPLETION revised with active SSDL deductions -783e5fd9 feat(audit): SSDL analysis - effective codepaths + nil-sentinel + organization verdict -00f9d498 docs(reports): pre-compaction report - all state needed to resume post-compaction -09167986 wip: SSDL analysis (has indentation bug, needs fix) -9113bc21 docs(reports): TRACK_COMPLETION revised - real-data analysis section -558258cf feat(audit): rich rollups + per-line indentation fix - 2136 total lines -59eeee81 feat(audit): enriched markdown renderer - 15 sections per profile + 2 new rollups -``` diff --git a/docs/reports/code_path_audit/2026-06-22/aggregates/ChatMessage.dsl b/docs/reports/code_path_audit/2026-06-22/_stale/ChatMessage.dsl similarity index 100% rename from docs/reports/code_path_audit/2026-06-22/aggregates/ChatMessage.dsl rename to docs/reports/code_path_audit/2026-06-22/_stale/ChatMessage.dsl diff --git a/docs/reports/code_path_audit/2026-06-22/aggregates/ChatMessage.tree b/docs/reports/code_path_audit/2026-06-22/_stale/ChatMessage.tree similarity index 100% rename from docs/reports/code_path_audit/2026-06-22/aggregates/ChatMessage.tree rename to docs/reports/code_path_audit/2026-06-22/_stale/ChatMessage.tree diff --git a/docs/reports/code_path_audit/2026-06-22/aggregates/CommsLog.dsl b/docs/reports/code_path_audit/2026-06-22/_stale/CommsLog.dsl similarity index 100% rename from docs/reports/code_path_audit/2026-06-22/aggregates/CommsLog.dsl rename to docs/reports/code_path_audit/2026-06-22/_stale/CommsLog.dsl diff --git a/docs/reports/code_path_audit/2026-06-22/aggregates/CommsLog.tree b/docs/reports/code_path_audit/2026-06-22/_stale/CommsLog.tree similarity index 100% rename from docs/reports/code_path_audit/2026-06-22/aggregates/CommsLog.tree rename to docs/reports/code_path_audit/2026-06-22/_stale/CommsLog.tree diff --git a/docs/reports/code_path_audit/2026-06-22/aggregates/CommsLogEntry.dsl b/docs/reports/code_path_audit/2026-06-22/_stale/CommsLogEntry.dsl similarity index 100% rename from docs/reports/code_path_audit/2026-06-22/aggregates/CommsLogEntry.dsl rename to docs/reports/code_path_audit/2026-06-22/_stale/CommsLogEntry.dsl diff --git a/docs/reports/code_path_audit/2026-06-22/aggregates/CommsLogEntry.tree b/docs/reports/code_path_audit/2026-06-22/_stale/CommsLogEntry.tree similarity index 100% rename from docs/reports/code_path_audit/2026-06-22/aggregates/CommsLogEntry.tree rename to docs/reports/code_path_audit/2026-06-22/_stale/CommsLogEntry.tree diff --git a/docs/reports/code_path_audit/2026-06-22/aggregates/FileItem.dsl b/docs/reports/code_path_audit/2026-06-22/_stale/FileItem.dsl similarity index 100% rename from docs/reports/code_path_audit/2026-06-22/aggregates/FileItem.dsl rename to docs/reports/code_path_audit/2026-06-22/_stale/FileItem.dsl diff --git a/docs/reports/code_path_audit/2026-06-22/aggregates/FileItem.tree b/docs/reports/code_path_audit/2026-06-22/_stale/FileItem.tree similarity index 100% rename from docs/reports/code_path_audit/2026-06-22/aggregates/FileItem.tree rename to docs/reports/code_path_audit/2026-06-22/_stale/FileItem.tree diff --git a/docs/reports/code_path_audit/2026-06-22/aggregates/FileItems.dsl b/docs/reports/code_path_audit/2026-06-22/_stale/FileItems.dsl similarity index 100% rename from docs/reports/code_path_audit/2026-06-22/aggregates/FileItems.dsl rename to docs/reports/code_path_audit/2026-06-22/_stale/FileItems.dsl diff --git a/docs/reports/code_path_audit/2026-06-22/aggregates/FileItems.tree b/docs/reports/code_path_audit/2026-06-22/_stale/FileItems.tree similarity index 100% rename from docs/reports/code_path_audit/2026-06-22/aggregates/FileItems.tree rename to docs/reports/code_path_audit/2026-06-22/_stale/FileItems.tree diff --git a/docs/reports/code_path_audit/2026-06-22/aggregates/History.dsl b/docs/reports/code_path_audit/2026-06-22/_stale/History.dsl similarity index 100% rename from docs/reports/code_path_audit/2026-06-22/aggregates/History.dsl rename to docs/reports/code_path_audit/2026-06-22/_stale/History.dsl diff --git a/docs/reports/code_path_audit/2026-06-22/aggregates/History.tree b/docs/reports/code_path_audit/2026-06-22/_stale/History.tree similarity index 100% rename from docs/reports/code_path_audit/2026-06-22/aggregates/History.tree rename to docs/reports/code_path_audit/2026-06-22/_stale/History.tree diff --git a/docs/reports/code_path_audit/2026-06-22/aggregates/HistoryMessage.dsl b/docs/reports/code_path_audit/2026-06-22/_stale/HistoryMessage.dsl similarity index 100% rename from docs/reports/code_path_audit/2026-06-22/aggregates/HistoryMessage.dsl rename to docs/reports/code_path_audit/2026-06-22/_stale/HistoryMessage.dsl diff --git a/docs/reports/code_path_audit/2026-06-22/aggregates/HistoryMessage.tree b/docs/reports/code_path_audit/2026-06-22/_stale/HistoryMessage.tree similarity index 100% rename from docs/reports/code_path_audit/2026-06-22/aggregates/HistoryMessage.tree rename to docs/reports/code_path_audit/2026-06-22/_stale/HistoryMessage.tree diff --git a/docs/reports/code_path_audit/2026-06-22/aggregates/Metadata.dsl b/docs/reports/code_path_audit/2026-06-22/_stale/Metadata.dsl similarity index 100% rename from docs/reports/code_path_audit/2026-06-22/aggregates/Metadata.dsl rename to docs/reports/code_path_audit/2026-06-22/_stale/Metadata.dsl diff --git a/docs/reports/code_path_audit/2026-06-22/aggregates/Metadata.tree b/docs/reports/code_path_audit/2026-06-22/_stale/Metadata.tree similarity index 100% rename from docs/reports/code_path_audit/2026-06-22/aggregates/Metadata.tree rename to docs/reports/code_path_audit/2026-06-22/_stale/Metadata.tree diff --git a/docs/reports/code_path_audit/2026-06-22/aggregates/ProviderHistory.dsl b/docs/reports/code_path_audit/2026-06-22/_stale/ProviderHistory.dsl similarity index 100% rename from docs/reports/code_path_audit/2026-06-22/aggregates/ProviderHistory.dsl rename to docs/reports/code_path_audit/2026-06-22/_stale/ProviderHistory.dsl diff --git a/docs/reports/code_path_audit/2026-06-22/aggregates/ProviderHistory.tree b/docs/reports/code_path_audit/2026-06-22/_stale/ProviderHistory.tree similarity index 100% rename from docs/reports/code_path_audit/2026-06-22/aggregates/ProviderHistory.tree rename to docs/reports/code_path_audit/2026-06-22/_stale/ProviderHistory.tree diff --git a/docs/reports/code_path_audit/2026-06-22/_stale/README.md b/docs/reports/code_path_audit/2026-06-22/_stale/README.md new file mode 100644 index 00000000..2d5beedb --- /dev/null +++ b/docs/reports/code_path_audit/2026-06-22/_stale/README.md @@ -0,0 +1,36 @@ +# Stale audit artifacts (pre-alias-resolution) + +These files were generated by the previous design of `render_rollups()` +which produced 10 top-level rollups + 13 per-aggregate .dsl/.tree/.md +files = 49 artifacts. + +After fixing three real bugs (line numbers were 0, P3 results were +discarded with bare `pass`, only `entry['key']` was counted) and +adding TypeAlias resolution (so `dict[str, Any]` now resolves to all +6 dict-aliases), the audit discovered that: + +- 13 .dsl files = redundant with .md files (same data, different format) +- 13 .tree files = redundant with .md files (same data, different format) +- 9 top-level rollups (cross_audit_summary, decomposition_matrix, + candidates, field_usage, call_graph, hot_paths, dead_fields, + ssdl_analysis, organization_deductions) = superseded by sections + inlined in AUDIT_REPORT.md + +The MVP design produces: +- `summary.md` (10-line TOC) +- `AUDIT_REPORT.md` (single comprehensive document, 5000+ lines) +- `aggregates/.md` (13 per-aggregate detailed profiles) + +These stale files are preserved here for historical reference but are +no longer regenerated by `render_rollups()`. They contain outdated +numbers from before the alias-resolution fix (e.g., 6 of 10 +aggregates showed 0 producers/0 consumers in the stale data). + +## To regenerate (if needed) + +```python +from src.code_path_audit import run_audit, render_rollups +from pathlib import Path +result = run_audit(src_dir='src', audit_inputs_dir='tests/artifacts/audit_inputs', output_dir='docs/reports/code_path_audit', date='2026-06-22') +render_rollups(result.data, Path('docs/reports/code_path_audit/2026-06-22')) +``` diff --git a/docs/reports/code_path_audit/2026-06-22/aggregates/Result.dsl b/docs/reports/code_path_audit/2026-06-22/_stale/Result.dsl similarity index 100% rename from docs/reports/code_path_audit/2026-06-22/aggregates/Result.dsl rename to docs/reports/code_path_audit/2026-06-22/_stale/Result.dsl diff --git a/docs/reports/code_path_audit/2026-06-22/aggregates/Result.tree b/docs/reports/code_path_audit/2026-06-22/_stale/Result.tree similarity index 100% rename from docs/reports/code_path_audit/2026-06-22/aggregates/Result.tree rename to docs/reports/code_path_audit/2026-06-22/_stale/Result.tree diff --git a/docs/reports/code_path_audit/2026-06-22/aggregates/ToolCall.dsl b/docs/reports/code_path_audit/2026-06-22/_stale/ToolCall.dsl similarity index 100% rename from docs/reports/code_path_audit/2026-06-22/aggregates/ToolCall.dsl rename to docs/reports/code_path_audit/2026-06-22/_stale/ToolCall.dsl diff --git a/docs/reports/code_path_audit/2026-06-22/aggregates/ToolCall.tree b/docs/reports/code_path_audit/2026-06-22/_stale/ToolCall.tree similarity index 100% rename from docs/reports/code_path_audit/2026-06-22/aggregates/ToolCall.tree rename to docs/reports/code_path_audit/2026-06-22/_stale/ToolCall.tree diff --git a/docs/reports/code_path_audit/2026-06-22/aggregates/ToolDefinition.dsl b/docs/reports/code_path_audit/2026-06-22/_stale/ToolDefinition.dsl similarity index 100% rename from docs/reports/code_path_audit/2026-06-22/aggregates/ToolDefinition.dsl rename to docs/reports/code_path_audit/2026-06-22/_stale/ToolDefinition.dsl diff --git a/docs/reports/code_path_audit/2026-06-22/aggregates/ToolDefinition.tree b/docs/reports/code_path_audit/2026-06-22/_stale/ToolDefinition.tree similarity index 100% rename from docs/reports/code_path_audit/2026-06-22/aggregates/ToolDefinition.tree rename to docs/reports/code_path_audit/2026-06-22/_stale/ToolDefinition.tree diff --git a/docs/reports/code_path_audit/2026-06-22/aggregates/ToolSpec.dsl b/docs/reports/code_path_audit/2026-06-22/_stale/ToolSpec.dsl similarity index 100% rename from docs/reports/code_path_audit/2026-06-22/aggregates/ToolSpec.dsl rename to docs/reports/code_path_audit/2026-06-22/_stale/ToolSpec.dsl diff --git a/docs/reports/code_path_audit/2026-06-22/aggregates/ToolSpec.tree b/docs/reports/code_path_audit/2026-06-22/_stale/ToolSpec.tree similarity index 100% rename from docs/reports/code_path_audit/2026-06-22/aggregates/ToolSpec.tree rename to docs/reports/code_path_audit/2026-06-22/_stale/ToolSpec.tree diff --git a/docs/reports/code_path_audit/2026-06-22/call_graph.md b/docs/reports/code_path_audit/2026-06-22/_stale/call_graph.md similarity index 100% rename from docs/reports/code_path_audit/2026-06-22/call_graph.md rename to docs/reports/code_path_audit/2026-06-22/_stale/call_graph.md diff --git a/docs/reports/code_path_audit/2026-06-22/candidates.md b/docs/reports/code_path_audit/2026-06-22/_stale/candidates.md similarity index 100% rename from docs/reports/code_path_audit/2026-06-22/candidates.md rename to docs/reports/code_path_audit/2026-06-22/_stale/candidates.md diff --git a/docs/reports/code_path_audit/2026-06-22/cross_audit_summary.md b/docs/reports/code_path_audit/2026-06-22/_stale/cross_audit_summary.md similarity index 100% rename from docs/reports/code_path_audit/2026-06-22/cross_audit_summary.md rename to docs/reports/code_path_audit/2026-06-22/_stale/cross_audit_summary.md diff --git a/docs/reports/code_path_audit/2026-06-22/dead_fields.md b/docs/reports/code_path_audit/2026-06-22/_stale/dead_fields.md similarity index 100% rename from docs/reports/code_path_audit/2026-06-22/dead_fields.md rename to docs/reports/code_path_audit/2026-06-22/_stale/dead_fields.md diff --git a/docs/reports/code_path_audit/2026-06-22/decomposition_matrix.md b/docs/reports/code_path_audit/2026-06-22/_stale/decomposition_matrix.md similarity index 100% rename from docs/reports/code_path_audit/2026-06-22/decomposition_matrix.md rename to docs/reports/code_path_audit/2026-06-22/_stale/decomposition_matrix.md diff --git a/docs/reports/code_path_audit/2026-06-22/field_usage.md b/docs/reports/code_path_audit/2026-06-22/_stale/field_usage.md similarity index 100% rename from docs/reports/code_path_audit/2026-06-22/field_usage.md rename to docs/reports/code_path_audit/2026-06-22/_stale/field_usage.md diff --git a/docs/reports/code_path_audit/2026-06-22/hot_paths.md b/docs/reports/code_path_audit/2026-06-22/_stale/hot_paths.md similarity index 100% rename from docs/reports/code_path_audit/2026-06-22/hot_paths.md rename to docs/reports/code_path_audit/2026-06-22/_stale/hot_paths.md diff --git a/docs/reports/code_path_audit/2026-06-22/organization_deductions.md b/docs/reports/code_path_audit/2026-06-22/_stale/organization_deductions.md similarity index 100% rename from docs/reports/code_path_audit/2026-06-22/organization_deductions.md rename to docs/reports/code_path_audit/2026-06-22/_stale/organization_deductions.md diff --git a/docs/reports/code_path_audit/2026-06-22/ssdl_analysis.md b/docs/reports/code_path_audit/2026-06-22/_stale/ssdl_analysis.md similarity index 100% rename from docs/reports/code_path_audit/2026-06-22/ssdl_analysis.md rename to docs/reports/code_path_audit/2026-06-22/_stale/ssdl_analysis.md diff --git a/docs/reports/code_path_audit/2026-06-22/aggregates/CommsLog.md b/docs/reports/code_path_audit/2026-06-22/aggregates/CommsLog.md index a7689933..639d89e6 100644 --- a/docs/reports/code_path_audit/2026-06-22/aggregates/CommsLog.md +++ b/docs/reports/code_path_audit/2026-06-22/aggregates/CommsLog.md @@ -19,15 +19,15 @@ ### `src\ai_client.py` (4 producers) -- `src.ai_client._list_gemini_models_result` (line 1626) - `src.ai_client._list_anthropic_models_result` (line 1317) +- `src.ai_client._list_gemini_models_result` (line 1626) - `src.ai_client._list_minimax_models_result` (line 2436) - `src.ai_client._set_minimax_provider_result` (line 398) ### `src\gui_2.py` (2 producers) -- `src.gui_2._render_beads_tab_list_result` (line 8314) - `src.gui_2._drain_normalize_errors` (line 7417) +- `src.gui_2._render_beads_tab_list_result` (line 8314) ## Consumers (5) @@ -49,11 +49,11 @@ | consumer | _attr_name | _cached | _module_name | _report_worker_error | |---|---|---|---|---| +| `__init__` | 1 | 1 | 1 | . | | `_symbol_resolution_result` | . | . | . | . | | `_topological_sort_tickets_result` | . | . | . | 1 | -| `__init__` | 1 | 1 | 1 | . | -| `_serialize_tool_calls_result` | . | . | . | . | | `calculate_track_progress` | . | . | . | . | +| `_serialize_tool_calls_result` | . | . | . | . | ## Access pattern @@ -69,11 +69,11 @@ ``` [Q:CommsLog entry-point] -> [Q:PCG lookup] - -> [1: _symbol_resolution_result] [B:check] (branches=4) - -> [2: _topological_sort_tickets_result] [B:check] (branches=2) - -> [3: __init__] [B:check] (branches=0) - -> [4: _serialize_tool_calls_result] [B:check] (branches=2) - -> [5: calculate_track_progress] [B:check] (branches=1) + -> [1: __init__] [B:check] (branches=0) + -> [2: _symbol_resolution_result] [B:check] (branches=4) + -> [3: _topological_sort_tickets_result] [B:check] (branches=2) + -> [4: calculate_track_progress] [B:check] (branches=1) + -> [5: _serialize_tool_calls_result] [B:check] (branches=2) -> [T:done] ``` @@ -137,10 +137,10 @@ | field | access count | access pattern | |---|---|---| -| `_report_worker_error` | 1 | used | | `_module_name` | 1 | used | | `_attr_name` | 1 | used | | `_cached` | 1 | used | +| `_report_worker_error` | 1 | used | ## Optimization candidates @@ -156,18 +156,18 @@ CommsLog: access_pattern=whole_struct, frequency=per_turn, struct_field_count=5, | function | pattern | field_accesses | confidence | |---|---|---|---| +| `src.gui_2.__init__` | `field_by_field` | `_module_name`=1, `_attr_name`=1, `_cached`=1 | high | | `src.app_controller._symbol_resolution_result` | `whole_struct` | | low | | `src.app_controller._topological_sort_tickets_result` | `whole_struct` | `_report_worker_error`=1 | high | -| `src.gui_2.__init__` | `field_by_field` | `_module_name`=1, `_attr_name`=1, `_cached`=1 | high | -| `src.app_controller._serialize_tool_calls_result` | `whole_struct` | | low | | `src.project_manager.calculate_track_progress` | `whole_struct` | | low | +| `src.app_controller._serialize_tool_calls_result` | `whole_struct` | | low | ### Frequency evidence | function | frequency | source | note | |---|---|---|---| -| `src.gui_2._render_beads_tab_list_result` | `per_turn` | `static_analysis` | producer from src\gui_2.py | -| `src.gui_2._drain_normalize_errors` | `per_turn` | `static_analysis` | producer from src\gui_2.py | -| `src.ai_client._list_gemini_models_result` | `per_turn` | `static_analysis` | producer from src\ai_client.py | | `src.ai_client._list_anthropic_models_result` | `per_turn` | `static_analysis` | producer from src\ai_client.py | +| `src.ai_client._list_gemini_models_result` | `per_turn` | `static_analysis` | producer from src\ai_client.py | | `src.ai_client._list_minimax_models_result` | `per_turn` | `static_analysis` | producer from src\ai_client.py | +| `src.ai_client._set_minimax_provider_result` | `per_turn` | `static_analysis` | producer from src\ai_client.py | +| `src.gui_2._drain_normalize_errors` | `per_turn` | `static_analysis` | producer from src\gui_2.py | diff --git a/docs/reports/code_path_audit/2026-06-22/aggregates/CommsLogEntry.md b/docs/reports/code_path_audit/2026-06-22/aggregates/CommsLogEntry.md index c0147636..4045e4a0 100644 --- a/docs/reports/code_path_audit/2026-06-22/aggregates/CommsLogEntry.md +++ b/docs/reports/code_path_audit/2026-06-22/aggregates/CommsLogEntry.md @@ -23,274 +23,274 @@ ### `src\ai_client.py` (16 producers) -- `src.ai_client._extract_dashscope_tool_calls` (line 2754) -- `src.ai_client._dashscope_call` (line 2716) -- `src.ai_client._strip_private_keys` (line 1464) -- `src.ai_client._parse_tool_args_result` (line 741) -- `src.ai_client._build_chunked_context_blocks` (line 1281) -- `src.ai_client._get_anthropic_tools` (line 664) -- `src.ai_client._get_deepseek_tools` (line 1194) -- `src.ai_client._pre_dispatch` (line 2089) -- `src.ai_client.get_gemini_cache_stats` (line 1604) -- `src.ai_client._load_credentials` (line 282) -- `src.ai_client.get_token_stats` (line 3185) -- `src.ai_client.ollama_chat` (line 2938) - `src.ai_client.get_comms_log` (line 273) -- `src.ai_client._content_block_to_dict` (line 1200) +- `src.ai_client._parse_tool_args_result` (line 741) +- `src.ai_client._get_anthropic_tools` (line 664) +- `src.ai_client._dashscope_call` (line 2716) +- `src.ai_client._pre_dispatch` (line 2089) +- `src.ai_client.ollama_chat` (line 2938) +- `src.ai_client._load_credentials` (line 282) +- `src.ai_client._strip_private_keys` (line 1464) +- `src.ai_client.get_token_stats` (line 3185) - `src.ai_client._add_bleed_derived` (line 3332) - `src.ai_client._send_cli_round_result` (line 1746) +- `src.ai_client._extract_dashscope_tool_calls` (line 2754) +- `src.ai_client.get_gemini_cache_stats` (line 1604) +- `src.ai_client._get_deepseek_tools` (line 1194) +- `src.ai_client._content_block_to_dict` (line 1200) +- `src.ai_client._build_chunked_context_blocks` (line 1281) ### `src\api_hook_client.py` (39 producers) -- `src.api_hook_client.get_warmup_wait` (line 332) -- `src.api_hook_client.wait_for_event` (line 136) -- `src.api_hook_client.clear_events` (line 129) -- `src.api_hook_client.get_warmup_status` (line 325) -- `src.api_hook_client.get_project` (line 367) -- `src.api_hook_client.get_mma_workers` (line 546) -- `src.api_hook_client.reject_patch` (line 288) -- `src.api_hook_client.get_gui_state` (line 165) -- `src.api_hook_client.get_events` (line 124) - `src.api_hook_client.post_project` (line 473) -- `src.api_hook_client.get_session` (line 502) -- `src.api_hook_client.get_io_pool_status` (line 420) -- `src.api_hook_client.trigger_patch` (line 274) +- `src.api_hook_client.get_node_status` (line 532) +- `src.api_hook_client.click` (line 223) +- `src.api_hook_client.get_startup_timeline` (line 353) +- `src.api_hook_client.select_tab` (line 263) +- `src.api_hook_client.reject_patch` (line 288) +- `src.api_hook_client.clear_events` (line 129) +- `src.api_hook_client.post_gui` (line 149) +- `src.api_hook_client.get_warmup_status` (line 325) +- `src.api_hook_client.select_list_item` (line 256) - `src.api_hook_client.get_gui_health` (line 434) +- `src.api_hook_client.wait_for_event` (line 136) +- `src.api_hook_client.post_project` (line 470) +- `src.api_hook_client.apply_patch` (line 281) +- `src.api_hook_client.get_project_switch_status` (line 374) +- `src.api_hook_client.get_io_pool_status` (line 420) +- `src.api_hook_client.get_financial_metrics` (line 520) +- `src.api_hook_client.drag` (line 230) +- `src.api_hook_client.get_warmup_canaries` (line 342) +- `src.api_hook_client.get_gui_diagnostics` (line 311) +- `src.api_hook_client.trigger_patch` (line 274) +- `src.api_hook_client.get_project` (line 367) +- `src.api_hook_client.get_events` (line 124) +- `src.api_hook_client.get_warmup_wait` (line 332) +- `src.api_hook_client.set_value` (line 212) +- `src.api_hook_client.get_mma_status` (line 539) +- `src.api_hook_client.post_session` (line 117) +- `src.api_hook_client.wait_for_project_switch` (line 389) +- `src.api_hook_client.get_performance` (line 318) +- `src.api_hook_client.get_system_telemetry` (line 524) +- `src.api_hook_client.push_event` (line 156) +- `src.api_hook_client.get_gui_state` (line 165) +- `src.api_hook_client._make_request` (line 65) - `src.api_hook_client.get_status` (line 105) - `src.api_hook_client.get_context_state` (line 491) -- `src.api_hook_client.set_value` (line 212) -- `src.api_hook_client.post_gui` (line 149) -- `src.api_hook_client.get_gui_diagnostics` (line 311) -- `src.api_hook_client.get_mma_status` (line 539) -- `src.api_hook_client.get_startup_timeline` (line 353) -- `src.api_hook_client.get_node_status` (line 532) -- `src.api_hook_client.get_performance` (line 318) -- `src.api_hook_client.post_session` (line 117) -- `src.api_hook_client.push_event` (line 156) -- `src.api_hook_client.get_warmup_canaries` (line 342) -- `src.api_hook_client.drag` (line 230) -- `src.api_hook_client.apply_patch` (line 281) -- `src.api_hook_client.post_project` (line 470) -- `src.api_hook_client.get_patch_status` (line 295) -- `src.api_hook_client.wait_for_project_switch` (line 389) -- `src.api_hook_client.click` (line 223) -- `src.api_hook_client.select_list_item` (line 256) -- `src.api_hook_client.get_project_switch_status` (line 374) -- `src.api_hook_client.get_system_telemetry` (line 524) -- `src.api_hook_client._make_request` (line 65) -- `src.api_hook_client.select_tab` (line 263) +- `src.api_hook_client.get_session` (line 502) +- `src.api_hook_client.get_mma_workers` (line 546) - `src.api_hook_client.right_click` (line 237) -- `src.api_hook_client.get_financial_metrics` (line 520) +- `src.api_hook_client.get_patch_status` (line 295) ### `src\app_controller.py` (30 producers) -- `src.app_controller.wait` (line 5205) -- `src.app_controller._pending_mma_spawn` (line 2772) -- `src.app_controller._offload_entry_payload` (line 4240) -- `src.app_controller._api_get_diagnostics` (line 202) -- `src.app_controller.get_gui_state` (line 2829) -- `src.app_controller.load_config` (line 5142) -- `src.app_controller._api_get_session` (line 374) -- `src.app_controller._api_pending_actions` (line 335) -- `src.app_controller.get_context` (line 2892) -- `src.app_controller.token_stats` (line 2898) -- `src.app_controller._api_get_api_project` (line 188) - `src.app_controller._api_get_context` (line 398) -- `src.app_controller._api_token_stats` (line 417) -- `src.app_controller.get_mma_status` (line 2835) -- `src.app_controller._api_get_performance` (line 195) - `src.app_controller._api_get_api_session` (line 170) -- `src.app_controller._api_get_gui_state` (line 123) -- `src.app_controller.get_performance` (line 2856) -- `src.app_controller.pending_actions` (line 2874) -- `src.app_controller.status` (line 2865) -- `src.app_controller._api_get_mma_status` (line 144) -- `src.app_controller.generate` (line 2868) -- `src.app_controller.get_api_project` (line 2853) -- `src.app_controller._api_status` (line 209) -- `src.app_controller._api_generate` (line 221) -- `src.app_controller.get_session` (line 2883) -- `src.app_controller.get_diagnostics` (line 2862) -- `src.app_controller.get_session_insights` (line 3049) -- `src.app_controller._pending_mma_approval` (line 2776) - `src.app_controller.get_api_session` (line 2847) +- `src.app_controller._api_get_gui_state` (line 123) +- `src.app_controller.get_api_project` (line 2853) +- `src.app_controller._api_get_performance` (line 195) +- `src.app_controller._offload_entry_payload` (line 4240) +- `src.app_controller.get_gui_state` (line 2829) +- `src.app_controller.get_performance` (line 2856) +- `src.app_controller._api_status` (line 209) +- `src.app_controller._api_get_mma_status` (line 144) +- `src.app_controller.get_mma_status` (line 2835) +- `src.app_controller._pending_mma_spawn` (line 2772) +- `src.app_controller.get_diagnostics` (line 2862) +- `src.app_controller._api_pending_actions` (line 335) +- `src.app_controller._api_token_stats` (line 417) +- `src.app_controller.wait` (line 5205) +- `src.app_controller.pending_actions` (line 2874) +- `src.app_controller.load_config` (line 5142) +- `src.app_controller._pending_mma_approval` (line 2776) +- `src.app_controller._api_get_diagnostics` (line 202) +- `src.app_controller.get_context` (line 2892) +- `src.app_controller.get_session` (line 2883) +- `src.app_controller._api_get_api_project` (line 188) +- `src.app_controller.get_session_insights` (line 3049) +- `src.app_controller._api_get_session` (line 374) +- `src.app_controller.token_stats` (line 2898) +- `src.app_controller._api_generate` (line 221) +- `src.app_controller.status` (line 2865) +- `src.app_controller.generate` (line 2868) ### `src\models.py` (23 producers) -- `src.models.to_dict` (line 646) -- `src.models.to_dict` (line 406) -- `src.models.to_dict` (line 855) -- `src.models.to_dict` (line 938) -- `src.models.to_dict` (line 1059) -- `src.models.parse_history_entries` (line 214) +- `src.models.to_dict` (line 288) - `src.models.to_dict` (line 794) -- `src.models.to_dict` (line 1000) -- `src.models.to_dict` (line 672) -- `src.models.to_dict` (line 355) -- `src.models.to_dict` (line 486) - `src.models.to_dict` (line 913) - `src.models.to_dict` (line 596) -- `src.models.to_dict` (line 886) +- `src.models.to_dict` (line 701) - `src.models.to_dict` (line 558) -- `src.models._load_config_from_disk` (line 186) - `src.models.to_dict` (line 441) - `src.models.to_dict` (line 1024) -- `src.models.to_dict` (line 971) -- `src.models.to_dict` (line 288) - `src.models.to_dict` (line 737) +- `src.models.to_dict` (line 486) - `src.models.to_dict` (line 618) -- `src.models.to_dict` (line 701) +- `src.models.to_dict` (line 886) +- `src.models.to_dict` (line 971) +- `src.models._load_config_from_disk` (line 186) +- `src.models.to_dict` (line 406) +- `src.models.to_dict` (line 646) +- `src.models.to_dict` (line 672) +- `src.models.to_dict` (line 355) +- `src.models.to_dict` (line 1059) +- `src.models.to_dict` (line 855) +- `src.models.to_dict` (line 1000) +- `src.models.parse_history_entries` (line 214) +- `src.models.to_dict` (line 938) ### `src\project_manager.py` (8 producers) -- `src.project_manager.get_all_tracks` (line 342) - `src.project_manager.load_history` (line 209) - `src.project_manager.str_to_entry` (line 75) +- `src.project_manager.load_project` (line 186) +- `src.project_manager.default_discussion` (line 117) - `src.project_manager.default_project` (line 123) - `src.project_manager.migrate_from_legacy_config` (line 253) - `src.project_manager.flat_config` (line 267) -- `src.project_manager.load_project` (line 186) -- `src.project_manager.default_discussion` (line 117) +- `src.project_manager.get_all_tracks` (line 342) ## Consumers (66) ### `src\aggregate.py` (5 consumers) -- `src.aggregate.build_markdown_from_items` (line 348) - `src.aggregate.build_tier3_context` (line 382) -- `src.aggregate.build_markdown_no_history` (line 366) -- `src.aggregate.run` (line 479) - `src.aggregate._build_files_section_from_items` (line 300) +- `src.aggregate.build_markdown_from_items` (line 348) +- `src.aggregate.run` (line 479) +- `src.aggregate.build_markdown_no_history` (line 366) ### `src\ai_client.py` (29 consumers) -- `src.ai_client._invalidate_token_estimate` (line 1240) -- `src.ai_client._create_gemini_cache_result` (line 1706) -- `src.ai_client._send_grok` (line 2530) -- `src.ai_client._strip_private_keys` (line 1464) -- `src.ai_client._send_gemini_cli` (line 2019) -- `src.ai_client._send_gemini` (line 1802) -- `src.ai_client._send_anthropic` (line 1405) -- `src.ai_client._trim_anthropic_history` (line 1353) - `src.ai_client._send_llama` (line 2858) -- `src.ai_client._repair_minimax_history` (line 2462) -- `src.ai_client._strip_stale_file_refreshes` (line 1253) -- `src.ai_client._send_deepseek` (line 2165) -- `src.ai_client._add_bleed_derived` (line 3332) -- `src.ai_client._send_llama_native` (line 2958) -- `src.ai_client.ollama_chat` (line 2938) -- `src.ai_client._send_qwen` (line 2773) -- `src.ai_client._repair_deepseek_history` (line 2138) -- `src.ai_client._execute_single_tool_call_async` (line 945) -- `src.ai_client._repair_anthropic_history` (line 1381) - `src.ai_client._strip_cache_controls` (line 1291) -- `src.ai_client._dashscope_call` (line 2716) - `src.ai_client._estimate_prompt_tokens` (line 1243) -- `src.ai_client._append_comms` (line 257) -- `src.ai_client._estimate_message_tokens` (line 1218) -- `src.ai_client._add_history_cache_breakpoint` (line 1299) +- `src.ai_client._send_grok` (line 2530) +- `src.ai_client._create_gemini_cache_result` (line 1706) +- `src.ai_client._send_deepseek` (line 2165) +- `src.ai_client._send_gemini_cli` (line 2019) +- `src.ai_client._send_qwen` (line 2773) +- `src.ai_client._repair_anthropic_history` (line 1381) - `src.ai_client._pre_dispatch` (line 2089) -- `src.ai_client._trim_minimax_history` (line 2482) -- `src.ai_client._send_minimax` (line 2616) +- `src.ai_client._strip_stale_file_refreshes` (line 1253) +- `src.ai_client._send_anthropic` (line 1405) +- `src.ai_client._invalidate_token_estimate` (line 1240) +- `src.ai_client._add_bleed_derived` (line 3332) +- `src.ai_client.ollama_chat` (line 2938) +- `src.ai_client._trim_anthropic_history` (line 1353) - `src.ai_client.send` (line 3208) +- `src.ai_client._estimate_message_tokens` (line 1218) +- `src.ai_client._append_comms` (line 257) +- `src.ai_client._repair_deepseek_history` (line 2138) +- `src.ai_client._add_history_cache_breakpoint` (line 1299) +- `src.ai_client._trim_minimax_history` (line 2482) +- `src.ai_client._send_gemini` (line 1802) +- `src.ai_client._execute_single_tool_call_async` (line 945) +- `src.ai_client._send_llama_native` (line 2958) +- `src.ai_client._strip_private_keys` (line 1464) +- `src.ai_client._send_minimax` (line 2616) +- `src.ai_client._repair_minimax_history` (line 2462) +- `src.ai_client._dashscope_call` (line 2716) ### `src\app_controller.py` (5 consumers) -- `src.app_controller._offload_entry_payload` (line 4240) -- `src.app_controller._on_comms_entry` (line 4282) - `src.app_controller._start_track_logic_result` (line 4728) +- `src.app_controller._offload_entry_payload` (line 4240) - `src.app_controller._refresh_api_metrics` (line 3074) +- `src.app_controller._on_comms_entry` (line 4282) - `src.app_controller._start_track_logic` (line 4721) ### `src\models.py` (22 consumers) -- `src.models.from_dict` (line 920) -- `src.models.from_dict` (line 603) -- `src.models.from_dict` (line 506) -- `src.models.from_dict` (line 814) -- `src.models.from_dict` (line 893) -- `src.models.from_dict` (line 378) - `src.models.from_dict` (line 1038) - `src.models.from_dict` (line 1007) -- `src.models.from_dict` (line 747) -- `src.models.from_dict` (line 683) -- `src.models.from_dict` (line 712) - `src.models.from_dict` (line 866) -- `src.models.from_dict` (line 454) -- `src.models.from_dict` (line 575) -- `src.models.from_dict` (line 630) +- `src.models.from_dict` (line 712) +- `src.models.from_dict` (line 747) - `src.models._save_config_to_disk` (line 199) +- `src.models.from_dict` (line 575) +- `src.models.from_dict` (line 683) +- `src.models.from_dict` (line 630) +- `src.models.from_dict` (line 454) - `src.models.from_dict` (line 949) - `src.models.from_dict` (line 982) -- `src.models.from_dict` (line 295) -- `src.models.from_dict` (line 416) -- `src.models.from_dict` (line 656) - `src.models.from_dict` (line 1072) +- `src.models.from_dict` (line 295) +- `src.models.from_dict` (line 656) +- `src.models.from_dict` (line 416) +- `src.models.from_dict` (line 603) +- `src.models.from_dict` (line 920) +- `src.models.from_dict` (line 814) +- `src.models.from_dict` (line 506) +- `src.models.from_dict` (line 893) +- `src.models.from_dict` (line 378) ### `src\project_manager.py` (5 consumers) -- `src.project_manager.save_project` (line 229) - `src.project_manager.format_discussion` (line 69) - `src.project_manager.entry_to_str` (line 49) - `src.project_manager.flat_config` (line 267) +- `src.project_manager.save_project` (line 229) - `src.project_manager.migrate_from_legacy_config` (line 253) ## Field access matrix -| consumer | _offload_entry_payload | _pending_comms | _pending_comms_lock | _pending_gui_tasks | _pending_gui_tasks_lock | _pending_history_adds | _pending_history_adds_lock | _token_history | _topological_sort_tickets_result | active_discussion | active_project_path | active_project_root | ai_status | append | config | content | context_files | discussion | encode | engines | +| consumer | _est_tokens | _gemini_cache_text | _offload_entry_payload | _pending_comms | _pending_comms_lock | _pending_gui_tasks | _pending_gui_tasks_lock | _pending_history_adds | _pending_history_adds_lock | _recalculate_session_usage | _token_history | _token_stats | _topological_sort_tickets_result | _update_cached_stats | active_discussion | active_project_path | active_project_root | ai_status | append | config | |---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---| -| `_invalidate_token_estimate` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `build_markdown_from_items` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_create_gemini_cache_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_grok` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_strip_private_keys` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_send_gemini_cli` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_send_gemini` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_send_anthropic` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `save_project` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 2 | . | . | -| `_trim_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | | `_send_llama` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `build_tier3_context` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_offload_entry_payload` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `format_discussion` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `entry_to_str` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_repair_minimax_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_strip_stale_file_refreshes` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_deepseek` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_add_bleed_derived` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `build_markdown_no_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `flat_config` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_llama_native` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `ollama_chat` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_qwen` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_on_comms_entry` | 1 | 1 | 1 | . | . | 4 | 4 | 1 | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_repair_deepseek_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_execute_single_tool_call_async` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_repair_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | | `_strip_cache_controls` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `run` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_save_config_to_disk` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_dashscope_call` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_start_track_logic_result` | . | . | . | 2 | 2 | . | . | . | 1 | 1 | 1 | 1 | 4 | . | 1 | . | 1 | . | . | 1 | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | | `_estimate_prompt_tokens` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `build_tier3_context` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `format_discussion` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_grok` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_create_gemini_cache_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_deepseek` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_gemini_cli` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_build_files_section_from_items` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `build_markdown_from_items` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_qwen` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_repair_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_pre_dispatch` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_save_config_to_disk` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_strip_stale_file_refreshes` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `run` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_anthropic` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_invalidate_token_estimate` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_add_bleed_derived` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_start_track_logic_result` | . | . | . | . | . | 2 | 2 | . | . | . | . | . | 1 | . | 1 | 1 | 1 | 4 | . | 1 | +| `entry_to_str` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `ollama_chat` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_trim_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_offload_entry_payload` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `send` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | +| `_estimate_message_tokens` | 1 | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_refresh_api_metrics` | . | 1 | . | . | . | . | . | . | . | 1 | . | 1 | . | 1 | . | . | . | . | . | . | +| `_on_comms_entry` | . | . | 1 | 1 | 1 | . | . | 4 | 4 | . | 1 | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_append_comms` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_repair_deepseek_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_add_history_cache_breakpoint` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_trim_minimax_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_gemini` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `flat_config` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -_... 23 more fields_ +_... 32 more fields_ ## Access pattern @@ -300,79 +300,79 @@ _... 23 more fields_ **Per-function pattern distribution:** - `whole_struct`: 28 functions (56%) -- `mixed`: 18 functions (36%) -- `field_by_field`: 4 functions (8%) +- `mixed`: 17 functions (34%) +- `field_by_field`: 5 functions (10%) ## SSDL Sketch for `CommsLogEntry` ``` [Q:CommsLogEntry entry-point] -> [Q:PCG lookup] - -> [1: _invalidate_token_estimate] [B:check] (branches=0) + -> [1: _send_llama] [B:check] (branches=13) -> [2: from_dict] [B:check] (branches=0) - -> [3: build_markdown_from_items] [B:check] (branches=9) - -> [4: from_dict] [B:check] (branches=0) - -> [5: _create_gemini_cache_result] [B:check] (branches=3) - -> [6: _send_grok] [B:check] (branches=14) - -> [7: _strip_private_keys] [B:check] (branches=0) - -> [8: from_dict] [B:check] (branches=0) - -> [9: _send_gemini_cli] [B:is None?] (branches=23) [N:safe] - -> [10: from_dict] [B:check] (branches=0) - -> [11: from_dict] [B:check] (branches=0) - -> [12: _send_gemini] [B:is None?] (branches=75) [N:safe] + -> [3: _strip_cache_controls] [B:check] (branches=4) + -> [4: _estimate_prompt_tokens] [B:check] (branches=2) + -> [5: build_tier3_context] [B:check] (branches=50) + -> [6: format_discussion] [B:check] (branches=0) + -> [7: _send_grok] [B:check] (branches=14) + -> [8: _create_gemini_cache_result] [B:check] (branches=3) + -> [9: _send_deepseek] [B:check] (branches=71) + -> [10: _send_gemini_cli] [B:is None?] (branches=23) [N:safe] + -> [11: _build_files_section_from_items] [B:is None?] (branches=5) [N:safe] + -> [12: from_dict] [B:check] (branches=0) -> [13: from_dict] [B:check] (branches=0) - -> [14: from_dict] [B:check] (branches=0) - -> [15: _send_anthropic] [B:is None?] (branches=40) [N:safe] - -> [16: save_project] [B:is None?] (branches=7) [N:safe] - -> [17: _trim_anthropic_history] [B:check] (branches=13) - -> [18: _send_llama] [B:check] (branches=13) - -> [19: build_tier3_context] [B:check] (branches=50) - -> [20: _offload_entry_payload] [B:check] (branches=10) - -> [21: format_discussion] [B:check] (branches=0) - -> [22: entry_to_str] [B:check] (branches=3) - -> [23: _repair_minimax_history] [B:check] (branches=10) + -> [14: build_markdown_from_items] [B:check] (branches=9) + -> [15: from_dict] [B:check] (branches=0) + -> [16: _send_qwen] [B:check] (branches=9) + -> [17: _repair_anthropic_history] [B:check] (branches=6) + -> [18: from_dict] [B:check] (branches=0) + -> [19: _pre_dispatch] [B:check] (branches=8) + -> [20: _save_config_to_disk] [B:check] (branches=1) + -> [21: from_dict] [B:check] (branches=0) + -> [22: from_dict] [B:check] (branches=0) + -> [23: from_dict] [B:check] (branches=0) -> [24: from_dict] [B:check] (branches=0) - -> [25: from_dict] [B:check] (branches=0) - -> [26: _strip_stale_file_refreshes] [B:check] (branches=12) - -> [27: _send_deepseek] [B:check] (branches=71) - -> [28: _add_bleed_derived] [B:check] (branches=0) - -> [29: from_dict] [B:check] (branches=0) - -> [30: build_markdown_no_history] [B:check] (branches=0) - -> [31: flat_config] [B:check] (branches=2) - -> [32: _send_llama_native] [B:check] (branches=12) - -> [33: ollama_chat] [B:check] (branches=3) - -> [34: _send_qwen] [B:check] (branches=9) - -> [35: _on_comms_entry] [B:check] (branches=32) + -> [25: _strip_stale_file_refreshes] [B:check] (branches=12) + -> [26: run] [B:check] (branches=1) + -> [27: _send_anthropic] [B:is None?] (branches=40) [N:safe] + -> [28: _invalidate_token_estimate] [B:check] (branches=0) + -> [29: _add_bleed_derived] [B:check] (branches=0) + -> [30: _start_track_logic_result] [B:check] (branches=10) + -> [31: entry_to_str] [B:check] (branches=3) + -> [32: ollama_chat] [B:check] (branches=3) + -> [33: _trim_anthropic_history] [B:check] (branches=13) + -> [34: _offload_entry_payload] [B:check] (branches=10) + -> [35: from_dict] [B:check] (branches=0) -> [36: from_dict] [B:check] (branches=0) -> [37: from_dict] [B:check] (branches=0) - -> [38: _repair_deepseek_history] [B:check] (branches=6) - -> [39: from_dict] [B:check] (branches=0) - -> [40: from_dict] [B:check] (branches=0) - -> [41: _execute_single_tool_call_async] [B:is None?] (branches=15) [N:safe] + -> [38: send] [B:check] (branches=19) + -> [39: _estimate_message_tokens] [B:is None?] (branches=9) [N:safe] + -> [40: _refresh_api_metrics] [B:is None?] (branches=11) [N:safe] + -> [41: _on_comms_entry] [B:check] (branches=32) -> [42: from_dict] [B:check] (branches=0) - -> [43: _repair_anthropic_history] [B:check] (branches=6) - -> [44: _strip_cache_controls] [B:check] (branches=4) - -> [45: run] [B:check] (branches=1) - -> [46: _save_config_to_disk] [B:check] (branches=1) - -> [47: _dashscope_call] [B:check] (branches=5) - -> [48: _start_track_logic_result] [B:check] (branches=10) - -> [49: from_dict] [B:check] (branches=0) - -> [50: _estimate_prompt_tokens] [B:check] (branches=2) - -> [51: _append_comms] [B:is None?] (branches=1) [N:safe] - -> [52: from_dict] [B:check] (branches=0) - -> [53: _estimate_message_tokens] [B:is None?] (branches=9) [N:safe] - -> [54: _add_history_cache_breakpoint] [B:check] (branches=5) - -> [55: _pre_dispatch] [B:check] (branches=8) + -> [43: _append_comms] [B:is None?] (branches=1) [N:safe] + -> [44: from_dict] [B:check] (branches=0) + -> [45: _repair_deepseek_history] [B:check] (branches=6) + -> [46: from_dict] [B:check] (branches=0) + -> [47: _add_history_cache_breakpoint] [B:check] (branches=5) + -> [48: _trim_minimax_history] [B:check] (branches=8) + -> [49: _send_gemini] [B:is None?] (branches=75) [N:safe] + -> [50: flat_config] [B:check] (branches=2) + -> [51: save_project] [B:is None?] (branches=7) [N:safe] + -> [52: build_markdown_no_history] [B:check] (branches=0) + -> [53: _execute_single_tool_call_async] [B:is None?] (branches=15) [N:safe] + -> [54: _send_llama_native] [B:check] (branches=12) + -> [55: _strip_private_keys] [B:check] (branches=0) -> [56: from_dict] [B:check] (branches=0) - -> [57: _build_files_section_from_items] [B:is None?] (branches=5) [N:safe] - -> [58: _trim_minimax_history] [B:check] (branches=8) - -> [59: _refresh_api_metrics] [B:is None?] (branches=11) [N:safe] - -> [60: _start_track_logic] [B:check] (branches=1) - -> [61: from_dict] [B:check] (branches=0) - -> [62: from_dict] [B:check] (branches=0) - -> [63: from_dict] [B:check] (branches=0) - -> [64: migrate_from_legacy_config] [B:check] (branches=2) - -> [65: _send_minimax] [B:check] (branches=11) - -> [66: send] [B:check] (branches=19) + -> [57: from_dict] [B:check] (branches=0) + -> [58: _send_minimax] [B:check] (branches=11) + -> [59: from_dict] [B:check] (branches=0) + -> [60: from_dict] [B:check] (branches=0) + -> [61: _repair_minimax_history] [B:check] (branches=10) + -> [62: _start_track_logic] [B:check] (branches=1) + -> [63: migrate_from_legacy_config] [B:check] (branches=2) + -> [64: _dashscope_call] [B:check] (branches=5) + -> [65: from_dict] [B:check] (branches=0) + -> [66: from_dict] [B:check] (branches=0) -> [T:done] ``` @@ -384,8 +384,8 @@ _... 23 more fields_ - **Nil Sentinel `[N]`**: Introduce a module-level `NIL_` sentinel whose field accesses return safe defaults. Replace None checks with the sentinel. Collapses 2^branch_count into ~1. - Effective codepaths: 40140116231395706750390 -> 40140116231395706750372 -- **Immediate-Mode Cache `[Q:key] -> [I:FetchCached] -> [T]`**: Introduce a `commslogentry_cache` keyed lookup. Consumers request by key, get cached value, no field-existence checks. Reduces 135 field-check branches to 1 cache lookup. - - Effective codepaths: 40140116231395706750390 -> 135 +- **Immediate-Mode Cache `[Q:key] -> [I:FetchCached] -> [T]`**: Introduce a `commslogentry_cache` keyed lookup. Consumers request by key, get cached value, no field-existence checks. Reduces 148 field-check branches to 1 cache lookup. + - Effective codepaths: 40140116231395706750390 -> 148 - **Generational Handles `[I:ResolveHandle] -> [B:Gen matches?] -> [N|safe]`**: Wrap the aggregate in a generational handle (index + generation). Validation is one comparison; mismatch returns the nil sentinel. Reduces N lifetime branches to 1 handle validation + sentinel return. - Effective codepaths: 40140116231395706750390 -> 66 @@ -412,13 +412,13 @@ _... 23 more fields_ ## Type alias coverage -**Summary:** 135 sites; 0 typed (0%); 135 untyped (100%) +**Summary:** 148 sites; 0 typed (0%); 148 untyped (100%) | metric | value | |---|---| -| total field-access sites | 135 | +| total field-access sites | 148 | | typed sites (canonical field) | 0 | -| untyped sites (wildcard) | 135 | +| untyped sites (wildcard) | 148 | ## Cross-audit findings @@ -438,14 +438,15 @@ _(no cross-audit findings mapped to this aggregate)_ | field | access count | access pattern | |---|---|---| -| `content` | 16 | hot | -| `marker` | 16 | hot | -| `get` | 7 | hot | -| `append` | 3 | hot | -| `pop` | 2 | used | -| `files` | 2 | used | -| `encode` | 1 | used | -| `discussion` | 1 | used | +| `content` | 15 | hot | +| `marker` | 15 | hot | +| `get` | 8 | hot | +| `pop` | 3 | hot | +| `append` | 2 | used | +| `config` | 2 | used | +| `session_usage` | 2 | used | +| `output` | 1 | used | +| `files` | 1 | used | | `estimated_prompt_tokens` | 1 | used | | `max_prompt_tokens` | 1 | used | | `utilization_pct` | 1 | used | @@ -454,17 +455,6 @@ _(no cross-audit findings mapped to this aggregate)_ | `sys_tokens` | 1 | used | | `tool_tokens` | 1 | used | | `history_tokens` | 1 | used | -| `local_ts` | 1 | used | -| `_offload_entry_payload` | 1 | used | -| `ui_auto_add_history` | 1 | used | -| `_pending_comms_lock` | 1 | used | -| `session_usage` | 1 | used | -| `_pending_history_adds_lock` | 1 | used | -| `_token_history` | 1 | used | -| `_pending_comms` | 1 | used | -| `_pending_history_adds` | 1 | used | -| `items` | 1 | used | -| `output` | 1 | used | | `ai_status` | 1 | used | | `context_files` | 1 | used | | `_pending_gui_tasks_lock` | 1 | used | @@ -476,11 +466,30 @@ _(no cross-audit findings mapped to this aggregate)_ | `active_discussion` | 1 | used | | `submit_io` | 1 | used | | `tracks` | 1 | used | -| `config` | 1 | used | | `mma_tier_usage` | 1 | used | | `_pending_gui_tasks` | 1 | used | | `mma_step_mode` | 1 | used | | `active_project_path` | 1 | used | +| `search` | 1 | used | +| `_est_tokens` | 1 | used | +| `latency` | 1 | used | +| `_recalculate_session_usage` | 1 | used | +| `_token_stats` | 1 | used | +| `_gemini_cache_text` | 1 | used | +| `vendor_quota` | 1 | used | +| `last_error` | 1 | used | +| `error` | 1 | used | +| `_update_cached_stats` | 1 | used | +| `usage` | 1 | used | +| `local_ts` | 1 | used | +| `_offload_entry_payload` | 1 | used | +| `ui_auto_add_history` | 1 | used | +| `_pending_comms_lock` | 1 | used | +| `_pending_history_adds_lock` | 1 | used | +| `_token_history` | 1 | used | +| `_pending_comms` | 1 | used | +| `_pending_history_adds` | 1 | used | +| `encode` | 1 | used | ## Optimization candidates @@ -496,63 +505,63 @@ CommsLogEntry: access_pattern=whole_struct, frequency=per_turn, struct_field_cou | function | pattern | field_accesses | confidence | |---|---|---|---| -| `src.ai_client._invalidate_token_estimate` | `whole_struct` | `pop`=1 | high | +| `src.ai_client._send_llama` | `whole_struct` | | low | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client._strip_cache_controls` | `whole_struct` | | low | +| `src.ai_client._estimate_prompt_tokens` | `whole_struct` | | low | +| `src.aggregate.build_tier3_context` | `whole_struct` | | low | +| `src.project_manager.format_discussion` | `whole_struct` | | low | +| `src.ai_client._send_grok` | `whole_struct` | | low | +| `src.ai_client._create_gemini_cache_result` | `whole_struct` | | low | +| `src.ai_client._send_deepseek` | `whole_struct` | | low | +| `src.ai_client._send_gemini_cli` | `whole_struct` | | low | +| `src.aggregate._build_files_section_from_items` | `whole_struct` | | low | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.aggregate.build_markdown_from_items` | `whole_struct` | | low | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._create_gemini_cache_result` | `whole_struct` | | low | -| `src.ai_client._send_grok` | `whole_struct` | | low | -| `src.ai_client._strip_private_keys` | `whole_struct` | | low | +| `src.ai_client._send_qwen` | `whole_struct` | | low | +| `src.ai_client._repair_anthropic_history` | `whole_struct` | `append`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._send_gemini_cli` | `whole_struct` | | low | +| `src.ai_client._pre_dispatch` | `whole_struct` | | low | +| `src.models._save_config_to_disk` | `whole_struct` | | low | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._send_gemini` | `whole_struct` | `encode`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._send_anthropic` | `whole_struct` | | low | -| `src.project_manager.save_project` | `mixed` | `discussion`=2, `files`=3 | high | -| `src.ai_client._trim_anthropic_history` | `whole_struct` | `pop`=5 | high | -| `src.ai_client._send_llama` | `whole_struct` | | low | -| `src.aggregate.build_tier3_context` | `whole_struct` | | low | -| `src.app_controller._offload_entry_payload` | `whole_struct` | | low | -| `src.project_manager.format_discussion` | `whole_struct` | | low | -| `src.project_manager.entry_to_str` | `whole_struct` | `get`=4 | high | -| `src.ai_client._repair_minimax_history` | `whole_struct` | `append`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.ai_client._strip_stale_file_refreshes` | `whole_struct` | | low | -| `src.ai_client._send_deepseek` | `whole_struct` | | low | +| `src.aggregate.run` | `field_by_field` | `output`=1, `files`=2, `get`=7 | high | +| `src.ai_client._send_anthropic` | `whole_struct` | | low | +| `src.ai_client._invalidate_token_estimate` | `whole_struct` | `pop`=1 | high | | `src.ai_client._add_bleed_derived` | `field_by_field` | `estimated_prompt_tokens`=1, `max_prompt_tokens`=1, `utilization_pct`=1, `headroom`=1, `would_trim`=1, `sys_tokens`=1, `tool_tokens`=1, `history_tokens`=1, `get`=3 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.aggregate.build_markdown_no_history` | `whole_struct` | | low | -| `src.project_manager.flat_config` | `whole_struct` | `get`=7 | high | -| `src.ai_client._send_llama_native` | `whole_struct` | | low | +| `src.app_controller._start_track_logic_result` | `field_by_field` | `ai_status`=4, `context_files`=1, `get`=3, `_pending_gui_tasks_lock`=2, `_topological_sort_tickets_result`=1, `active_project_root`=1, `event_queue`=1, `engines`=1, `project`=1, `active_discussion`=1 (+7 more) | high | +| `src.project_manager.entry_to_str` | `whole_struct` | `get`=4 | high | | `src.ai_client.ollama_chat` | `whole_struct` | | low | -| `src.ai_client._send_qwen` | `whole_struct` | | low | +| `src.ai_client._trim_anthropic_history` | `whole_struct` | `pop`=5 | high | +| `src.app_controller._offload_entry_payload` | `whole_struct` | | low | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client.send` | `mixed` | `config`=1, `search`=1 | high | +| `src.ai_client._estimate_message_tokens` | `mixed` | `_est_tokens`=1, `get`=2 | high | +| `src.app_controller._refresh_api_metrics` | `field_by_field` | `latency`=1, `_recalculate_session_usage`=1, `_token_stats`=1, `get`=2, `_gemini_cache_text`=1, `vendor_quota`=1, `last_error`=1, `error`=2, `_update_cached_stats`=1, `session_usage`=2 (+1 more) | high | | `src.app_controller._on_comms_entry` | `field_by_field` | `local_ts`=1, `_offload_entry_payload`=1, `get`=7, `ui_auto_add_history`=3, `_pending_comms_lock`=1, `session_usage`=5, `_pending_history_adds_lock`=4, `_token_history`=1, `_pending_comms`=1, `_pending_history_adds`=4 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client._append_comms` | `whole_struct` | | low | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.ai_client._repair_deepseek_history` | `whole_struct` | `append`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._execute_single_tool_call_async` | `mixed` | `get`=2, `items`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._repair_anthropic_history` | `whole_struct` | `append`=1 | high | -| `src.ai_client._strip_cache_controls` | `whole_struct` | | low | -| `src.aggregate.run` | `field_by_field` | `output`=1, `files`=2, `get`=7 | high | -| `src.models._save_config_to_disk` | `whole_struct` | | low | -| `src.ai_client._dashscope_call` | `whole_struct` | | low | -| `src.app_controller._start_track_logic_result` | `field_by_field` | `ai_status`=4, `context_files`=1, `get`=3, `_pending_gui_tasks_lock`=2, `_topological_sort_tickets_result`=1, `active_project_root`=1, `event_queue`=1, `engines`=1, `project`=1, `active_discussion`=1 (+7 more) | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._estimate_prompt_tokens` | `whole_struct` | | low | +| `src.ai_client._add_history_cache_breakpoint` | `whole_struct` | | low | +| `src.ai_client._trim_minimax_history` | `whole_struct` | `pop`=4 | high | +| `src.ai_client._send_gemini` | `whole_struct` | `encode`=1 | high | +| `src.project_manager.flat_config` | `whole_struct` | `get`=7 | high | ### Frequency evidence | function | frequency | source | note | |---|---|---|---| -| `src.ai_client._extract_dashscope_tool_calls` | `per_turn` | `static_analysis` | producer from src\ai_client.py | -| `src.api_hook_client.get_warmup_wait` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py | -| `src.app_controller.wait` | `per_turn` | `static_analysis` | producer from src\app_controller.py | -| `src.ai_client._dashscope_call` | `per_turn` | `static_analysis` | producer from src\ai_client.py | -| `src.app_controller._pending_mma_spawn` | `per_turn` | `static_analysis` | producer from src\app_controller.py | +| `src.app_controller._api_get_context` | `per_turn` | `static_analysis` | producer from src\app_controller.py | +| `src.ai_client.get_comms_log` | `per_turn` | `static_analysis` | producer from src\ai_client.py | +| `src.api_hook_client.post_project` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py | +| `src.api_hook_client.get_node_status` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py | +| `src.models.to_dict` | `per_turn` | `static_analysis` | producer from src\models.py | diff --git a/docs/reports/code_path_audit/2026-06-22/aggregates/FileItem.md b/docs/reports/code_path_audit/2026-06-22/aggregates/FileItem.md index 0f2ac049..b898ff70 100644 --- a/docs/reports/code_path_audit/2026-06-22/aggregates/FileItem.md +++ b/docs/reports/code_path_audit/2026-06-22/aggregates/FileItem.md @@ -23,274 +23,274 @@ ### `src\ai_client.py` (16 producers) -- `src.ai_client._extract_dashscope_tool_calls` (line 2754) -- `src.ai_client._dashscope_call` (line 2716) -- `src.ai_client._strip_private_keys` (line 1464) -- `src.ai_client._parse_tool_args_result` (line 741) -- `src.ai_client._build_chunked_context_blocks` (line 1281) -- `src.ai_client._get_anthropic_tools` (line 664) -- `src.ai_client._get_deepseek_tools` (line 1194) -- `src.ai_client._pre_dispatch` (line 2089) -- `src.ai_client.get_gemini_cache_stats` (line 1604) -- `src.ai_client._load_credentials` (line 282) -- `src.ai_client.get_token_stats` (line 3185) -- `src.ai_client.ollama_chat` (line 2938) - `src.ai_client.get_comms_log` (line 273) -- `src.ai_client._content_block_to_dict` (line 1200) +- `src.ai_client._parse_tool_args_result` (line 741) +- `src.ai_client._get_anthropic_tools` (line 664) +- `src.ai_client._dashscope_call` (line 2716) +- `src.ai_client._pre_dispatch` (line 2089) +- `src.ai_client.ollama_chat` (line 2938) +- `src.ai_client._load_credentials` (line 282) +- `src.ai_client._strip_private_keys` (line 1464) +- `src.ai_client.get_token_stats` (line 3185) - `src.ai_client._add_bleed_derived` (line 3332) - `src.ai_client._send_cli_round_result` (line 1746) +- `src.ai_client._extract_dashscope_tool_calls` (line 2754) +- `src.ai_client.get_gemini_cache_stats` (line 1604) +- `src.ai_client._get_deepseek_tools` (line 1194) +- `src.ai_client._content_block_to_dict` (line 1200) +- `src.ai_client._build_chunked_context_blocks` (line 1281) ### `src\api_hook_client.py` (39 producers) -- `src.api_hook_client.get_warmup_wait` (line 332) -- `src.api_hook_client.wait_for_event` (line 136) -- `src.api_hook_client.clear_events` (line 129) -- `src.api_hook_client.get_warmup_status` (line 325) -- `src.api_hook_client.get_project` (line 367) -- `src.api_hook_client.get_mma_workers` (line 546) -- `src.api_hook_client.reject_patch` (line 288) -- `src.api_hook_client.get_gui_state` (line 165) -- `src.api_hook_client.get_events` (line 124) - `src.api_hook_client.post_project` (line 473) -- `src.api_hook_client.get_session` (line 502) -- `src.api_hook_client.get_io_pool_status` (line 420) -- `src.api_hook_client.trigger_patch` (line 274) +- `src.api_hook_client.get_node_status` (line 532) +- `src.api_hook_client.click` (line 223) +- `src.api_hook_client.get_startup_timeline` (line 353) +- `src.api_hook_client.select_tab` (line 263) +- `src.api_hook_client.reject_patch` (line 288) +- `src.api_hook_client.clear_events` (line 129) +- `src.api_hook_client.post_gui` (line 149) +- `src.api_hook_client.get_warmup_status` (line 325) +- `src.api_hook_client.select_list_item` (line 256) - `src.api_hook_client.get_gui_health` (line 434) +- `src.api_hook_client.wait_for_event` (line 136) +- `src.api_hook_client.post_project` (line 470) +- `src.api_hook_client.apply_patch` (line 281) +- `src.api_hook_client.get_project_switch_status` (line 374) +- `src.api_hook_client.get_io_pool_status` (line 420) +- `src.api_hook_client.get_financial_metrics` (line 520) +- `src.api_hook_client.drag` (line 230) +- `src.api_hook_client.get_warmup_canaries` (line 342) +- `src.api_hook_client.get_gui_diagnostics` (line 311) +- `src.api_hook_client.trigger_patch` (line 274) +- `src.api_hook_client.get_project` (line 367) +- `src.api_hook_client.get_events` (line 124) +- `src.api_hook_client.get_warmup_wait` (line 332) +- `src.api_hook_client.set_value` (line 212) +- `src.api_hook_client.get_mma_status` (line 539) +- `src.api_hook_client.post_session` (line 117) +- `src.api_hook_client.wait_for_project_switch` (line 389) +- `src.api_hook_client.get_performance` (line 318) +- `src.api_hook_client.get_system_telemetry` (line 524) +- `src.api_hook_client.push_event` (line 156) +- `src.api_hook_client.get_gui_state` (line 165) +- `src.api_hook_client._make_request` (line 65) - `src.api_hook_client.get_status` (line 105) - `src.api_hook_client.get_context_state` (line 491) -- `src.api_hook_client.set_value` (line 212) -- `src.api_hook_client.post_gui` (line 149) -- `src.api_hook_client.get_gui_diagnostics` (line 311) -- `src.api_hook_client.get_mma_status` (line 539) -- `src.api_hook_client.get_startup_timeline` (line 353) -- `src.api_hook_client.get_node_status` (line 532) -- `src.api_hook_client.get_performance` (line 318) -- `src.api_hook_client.post_session` (line 117) -- `src.api_hook_client.push_event` (line 156) -- `src.api_hook_client.get_warmup_canaries` (line 342) -- `src.api_hook_client.drag` (line 230) -- `src.api_hook_client.apply_patch` (line 281) -- `src.api_hook_client.post_project` (line 470) -- `src.api_hook_client.get_patch_status` (line 295) -- `src.api_hook_client.wait_for_project_switch` (line 389) -- `src.api_hook_client.click` (line 223) -- `src.api_hook_client.select_list_item` (line 256) -- `src.api_hook_client.get_project_switch_status` (line 374) -- `src.api_hook_client.get_system_telemetry` (line 524) -- `src.api_hook_client._make_request` (line 65) -- `src.api_hook_client.select_tab` (line 263) +- `src.api_hook_client.get_session` (line 502) +- `src.api_hook_client.get_mma_workers` (line 546) - `src.api_hook_client.right_click` (line 237) -- `src.api_hook_client.get_financial_metrics` (line 520) +- `src.api_hook_client.get_patch_status` (line 295) ### `src\app_controller.py` (30 producers) -- `src.app_controller.wait` (line 5205) -- `src.app_controller._pending_mma_spawn` (line 2772) -- `src.app_controller._offload_entry_payload` (line 4240) -- `src.app_controller._api_get_diagnostics` (line 202) -- `src.app_controller.get_gui_state` (line 2829) -- `src.app_controller.load_config` (line 5142) -- `src.app_controller._api_get_session` (line 374) -- `src.app_controller._api_pending_actions` (line 335) -- `src.app_controller.get_context` (line 2892) -- `src.app_controller.token_stats` (line 2898) -- `src.app_controller._api_get_api_project` (line 188) - `src.app_controller._api_get_context` (line 398) -- `src.app_controller._api_token_stats` (line 417) -- `src.app_controller.get_mma_status` (line 2835) -- `src.app_controller._api_get_performance` (line 195) - `src.app_controller._api_get_api_session` (line 170) -- `src.app_controller._api_get_gui_state` (line 123) -- `src.app_controller.get_performance` (line 2856) -- `src.app_controller.pending_actions` (line 2874) -- `src.app_controller.status` (line 2865) -- `src.app_controller._api_get_mma_status` (line 144) -- `src.app_controller.generate` (line 2868) -- `src.app_controller.get_api_project` (line 2853) -- `src.app_controller._api_status` (line 209) -- `src.app_controller._api_generate` (line 221) -- `src.app_controller.get_session` (line 2883) -- `src.app_controller.get_diagnostics` (line 2862) -- `src.app_controller.get_session_insights` (line 3049) -- `src.app_controller._pending_mma_approval` (line 2776) - `src.app_controller.get_api_session` (line 2847) +- `src.app_controller._api_get_gui_state` (line 123) +- `src.app_controller.get_api_project` (line 2853) +- `src.app_controller._api_get_performance` (line 195) +- `src.app_controller._offload_entry_payload` (line 4240) +- `src.app_controller.get_gui_state` (line 2829) +- `src.app_controller.get_performance` (line 2856) +- `src.app_controller._api_status` (line 209) +- `src.app_controller._api_get_mma_status` (line 144) +- `src.app_controller.get_mma_status` (line 2835) +- `src.app_controller._pending_mma_spawn` (line 2772) +- `src.app_controller.get_diagnostics` (line 2862) +- `src.app_controller._api_pending_actions` (line 335) +- `src.app_controller._api_token_stats` (line 417) +- `src.app_controller.wait` (line 5205) +- `src.app_controller.pending_actions` (line 2874) +- `src.app_controller.load_config` (line 5142) +- `src.app_controller._pending_mma_approval` (line 2776) +- `src.app_controller._api_get_diagnostics` (line 202) +- `src.app_controller.get_context` (line 2892) +- `src.app_controller.get_session` (line 2883) +- `src.app_controller._api_get_api_project` (line 188) +- `src.app_controller.get_session_insights` (line 3049) +- `src.app_controller._api_get_session` (line 374) +- `src.app_controller.token_stats` (line 2898) +- `src.app_controller._api_generate` (line 221) +- `src.app_controller.status` (line 2865) +- `src.app_controller.generate` (line 2868) ### `src\models.py` (23 producers) -- `src.models.to_dict` (line 646) -- `src.models.to_dict` (line 406) -- `src.models.to_dict` (line 855) -- `src.models.to_dict` (line 938) -- `src.models.to_dict` (line 1059) -- `src.models.parse_history_entries` (line 214) +- `src.models.to_dict` (line 288) - `src.models.to_dict` (line 794) -- `src.models.to_dict` (line 1000) -- `src.models.to_dict` (line 672) -- `src.models.to_dict` (line 355) -- `src.models.to_dict` (line 486) - `src.models.to_dict` (line 913) - `src.models.to_dict` (line 596) -- `src.models.to_dict` (line 886) +- `src.models.to_dict` (line 701) - `src.models.to_dict` (line 558) -- `src.models._load_config_from_disk` (line 186) - `src.models.to_dict` (line 441) - `src.models.to_dict` (line 1024) -- `src.models.to_dict` (line 971) -- `src.models.to_dict` (line 288) - `src.models.to_dict` (line 737) +- `src.models.to_dict` (line 486) - `src.models.to_dict` (line 618) -- `src.models.to_dict` (line 701) +- `src.models.to_dict` (line 886) +- `src.models.to_dict` (line 971) +- `src.models._load_config_from_disk` (line 186) +- `src.models.to_dict` (line 406) +- `src.models.to_dict` (line 646) +- `src.models.to_dict` (line 672) +- `src.models.to_dict` (line 355) +- `src.models.to_dict` (line 1059) +- `src.models.to_dict` (line 855) +- `src.models.to_dict` (line 1000) +- `src.models.parse_history_entries` (line 214) +- `src.models.to_dict` (line 938) ### `src\project_manager.py` (8 producers) -- `src.project_manager.get_all_tracks` (line 342) - `src.project_manager.load_history` (line 209) - `src.project_manager.str_to_entry` (line 75) +- `src.project_manager.load_project` (line 186) +- `src.project_manager.default_discussion` (line 117) - `src.project_manager.default_project` (line 123) - `src.project_manager.migrate_from_legacy_config` (line 253) - `src.project_manager.flat_config` (line 267) -- `src.project_manager.load_project` (line 186) -- `src.project_manager.default_discussion` (line 117) +- `src.project_manager.get_all_tracks` (line 342) ## Consumers (66) ### `src\aggregate.py` (5 consumers) -- `src.aggregate.build_markdown_from_items` (line 348) - `src.aggregate.build_tier3_context` (line 382) -- `src.aggregate.build_markdown_no_history` (line 366) -- `src.aggregate.run` (line 479) - `src.aggregate._build_files_section_from_items` (line 300) +- `src.aggregate.build_markdown_from_items` (line 348) +- `src.aggregate.run` (line 479) +- `src.aggregate.build_markdown_no_history` (line 366) ### `src\ai_client.py` (29 consumers) -- `src.ai_client._invalidate_token_estimate` (line 1240) -- `src.ai_client._create_gemini_cache_result` (line 1706) -- `src.ai_client._send_grok` (line 2530) -- `src.ai_client._strip_private_keys` (line 1464) -- `src.ai_client._send_gemini_cli` (line 2019) -- `src.ai_client._send_gemini` (line 1802) -- `src.ai_client._send_anthropic` (line 1405) -- `src.ai_client._trim_anthropic_history` (line 1353) - `src.ai_client._send_llama` (line 2858) -- `src.ai_client._repair_minimax_history` (line 2462) -- `src.ai_client._strip_stale_file_refreshes` (line 1253) -- `src.ai_client._send_deepseek` (line 2165) -- `src.ai_client._add_bleed_derived` (line 3332) -- `src.ai_client._send_llama_native` (line 2958) -- `src.ai_client.ollama_chat` (line 2938) -- `src.ai_client._send_qwen` (line 2773) -- `src.ai_client._repair_deepseek_history` (line 2138) -- `src.ai_client._execute_single_tool_call_async` (line 945) -- `src.ai_client._repair_anthropic_history` (line 1381) - `src.ai_client._strip_cache_controls` (line 1291) -- `src.ai_client._dashscope_call` (line 2716) - `src.ai_client._estimate_prompt_tokens` (line 1243) -- `src.ai_client._append_comms` (line 257) -- `src.ai_client._estimate_message_tokens` (line 1218) -- `src.ai_client._add_history_cache_breakpoint` (line 1299) +- `src.ai_client._send_grok` (line 2530) +- `src.ai_client._create_gemini_cache_result` (line 1706) +- `src.ai_client._send_deepseek` (line 2165) +- `src.ai_client._send_gemini_cli` (line 2019) +- `src.ai_client._send_qwen` (line 2773) +- `src.ai_client._repair_anthropic_history` (line 1381) - `src.ai_client._pre_dispatch` (line 2089) -- `src.ai_client._trim_minimax_history` (line 2482) -- `src.ai_client._send_minimax` (line 2616) +- `src.ai_client._strip_stale_file_refreshes` (line 1253) +- `src.ai_client._send_anthropic` (line 1405) +- `src.ai_client._invalidate_token_estimate` (line 1240) +- `src.ai_client._add_bleed_derived` (line 3332) +- `src.ai_client.ollama_chat` (line 2938) +- `src.ai_client._trim_anthropic_history` (line 1353) - `src.ai_client.send` (line 3208) +- `src.ai_client._estimate_message_tokens` (line 1218) +- `src.ai_client._append_comms` (line 257) +- `src.ai_client._repair_deepseek_history` (line 2138) +- `src.ai_client._add_history_cache_breakpoint` (line 1299) +- `src.ai_client._trim_minimax_history` (line 2482) +- `src.ai_client._send_gemini` (line 1802) +- `src.ai_client._execute_single_tool_call_async` (line 945) +- `src.ai_client._send_llama_native` (line 2958) +- `src.ai_client._strip_private_keys` (line 1464) +- `src.ai_client._send_minimax` (line 2616) +- `src.ai_client._repair_minimax_history` (line 2462) +- `src.ai_client._dashscope_call` (line 2716) ### `src\app_controller.py` (5 consumers) -- `src.app_controller._offload_entry_payload` (line 4240) -- `src.app_controller._on_comms_entry` (line 4282) - `src.app_controller._start_track_logic_result` (line 4728) +- `src.app_controller._offload_entry_payload` (line 4240) - `src.app_controller._refresh_api_metrics` (line 3074) +- `src.app_controller._on_comms_entry` (line 4282) - `src.app_controller._start_track_logic` (line 4721) ### `src\models.py` (22 consumers) -- `src.models.from_dict` (line 920) -- `src.models.from_dict` (line 603) -- `src.models.from_dict` (line 506) -- `src.models.from_dict` (line 814) -- `src.models.from_dict` (line 893) -- `src.models.from_dict` (line 378) - `src.models.from_dict` (line 1038) - `src.models.from_dict` (line 1007) -- `src.models.from_dict` (line 747) -- `src.models.from_dict` (line 683) -- `src.models.from_dict` (line 712) - `src.models.from_dict` (line 866) -- `src.models.from_dict` (line 454) -- `src.models.from_dict` (line 575) -- `src.models.from_dict` (line 630) +- `src.models.from_dict` (line 712) +- `src.models.from_dict` (line 747) - `src.models._save_config_to_disk` (line 199) +- `src.models.from_dict` (line 575) +- `src.models.from_dict` (line 683) +- `src.models.from_dict` (line 630) +- `src.models.from_dict` (line 454) - `src.models.from_dict` (line 949) - `src.models.from_dict` (line 982) -- `src.models.from_dict` (line 295) -- `src.models.from_dict` (line 416) -- `src.models.from_dict` (line 656) - `src.models.from_dict` (line 1072) +- `src.models.from_dict` (line 295) +- `src.models.from_dict` (line 656) +- `src.models.from_dict` (line 416) +- `src.models.from_dict` (line 603) +- `src.models.from_dict` (line 920) +- `src.models.from_dict` (line 814) +- `src.models.from_dict` (line 506) +- `src.models.from_dict` (line 893) +- `src.models.from_dict` (line 378) ### `src\project_manager.py` (5 consumers) -- `src.project_manager.save_project` (line 229) - `src.project_manager.format_discussion` (line 69) - `src.project_manager.entry_to_str` (line 49) - `src.project_manager.flat_config` (line 267) +- `src.project_manager.save_project` (line 229) - `src.project_manager.migrate_from_legacy_config` (line 253) ## Field access matrix -| consumer | _offload_entry_payload | _pending_comms | _pending_comms_lock | _pending_gui_tasks | _pending_gui_tasks_lock | _pending_history_adds | _pending_history_adds_lock | _token_history | _topological_sort_tickets_result | active_discussion | active_project_path | active_project_root | ai_status | append | config | content | context_files | discussion | encode | engines | +| consumer | _est_tokens | _gemini_cache_text | _offload_entry_payload | _pending_comms | _pending_comms_lock | _pending_gui_tasks | _pending_gui_tasks_lock | _pending_history_adds | _pending_history_adds_lock | _recalculate_session_usage | _token_history | _token_stats | _topological_sort_tickets_result | _update_cached_stats | active_discussion | active_project_path | active_project_root | ai_status | append | config | |---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---| -| `_invalidate_token_estimate` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `build_markdown_from_items` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_create_gemini_cache_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_grok` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_strip_private_keys` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_send_gemini_cli` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_send_gemini` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_send_anthropic` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `save_project` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 2 | . | . | -| `_trim_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | | `_send_llama` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `build_tier3_context` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_offload_entry_payload` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `format_discussion` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `entry_to_str` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_repair_minimax_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_strip_stale_file_refreshes` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_deepseek` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_add_bleed_derived` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `build_markdown_no_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `flat_config` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_llama_native` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `ollama_chat` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_qwen` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_on_comms_entry` | 1 | 1 | 1 | . | . | 4 | 4 | 1 | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_repair_deepseek_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_execute_single_tool_call_async` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_repair_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | | `_strip_cache_controls` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `run` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_save_config_to_disk` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_dashscope_call` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_start_track_logic_result` | . | . | . | 2 | 2 | . | . | . | 1 | 1 | 1 | 1 | 4 | . | 1 | . | 1 | . | . | 1 | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | | `_estimate_prompt_tokens` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `build_tier3_context` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `format_discussion` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_grok` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_create_gemini_cache_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_deepseek` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_gemini_cli` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_build_files_section_from_items` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `build_markdown_from_items` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_qwen` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_repair_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_pre_dispatch` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_save_config_to_disk` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_strip_stale_file_refreshes` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `run` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_anthropic` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_invalidate_token_estimate` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_add_bleed_derived` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_start_track_logic_result` | . | . | . | . | . | 2 | 2 | . | . | . | . | . | 1 | . | 1 | 1 | 1 | 4 | . | 1 | +| `entry_to_str` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `ollama_chat` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_trim_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_offload_entry_payload` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `send` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | +| `_estimate_message_tokens` | 1 | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_refresh_api_metrics` | . | 1 | . | . | . | . | . | . | . | 1 | . | 1 | . | 1 | . | . | . | . | . | . | +| `_on_comms_entry` | . | . | 1 | 1 | 1 | . | . | 4 | 4 | . | 1 | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_append_comms` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_repair_deepseek_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_add_history_cache_breakpoint` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_trim_minimax_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_gemini` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `flat_config` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -_... 23 more fields_ +_... 32 more fields_ ## Access pattern @@ -300,79 +300,79 @@ _... 23 more fields_ **Per-function pattern distribution:** - `whole_struct`: 28 functions (56%) -- `mixed`: 18 functions (36%) -- `field_by_field`: 4 functions (8%) +- `mixed`: 17 functions (34%) +- `field_by_field`: 5 functions (10%) ## SSDL Sketch for `FileItem` ``` [Q:FileItem entry-point] -> [Q:PCG lookup] - -> [1: _invalidate_token_estimate] [B:check] (branches=0) + -> [1: _send_llama] [B:check] (branches=13) -> [2: from_dict] [B:check] (branches=0) - -> [3: build_markdown_from_items] [B:check] (branches=9) - -> [4: from_dict] [B:check] (branches=0) - -> [5: _create_gemini_cache_result] [B:check] (branches=3) - -> [6: _send_grok] [B:check] (branches=14) - -> [7: _strip_private_keys] [B:check] (branches=0) - -> [8: from_dict] [B:check] (branches=0) - -> [9: _send_gemini_cli] [B:is None?] (branches=23) [N:safe] - -> [10: from_dict] [B:check] (branches=0) - -> [11: from_dict] [B:check] (branches=0) - -> [12: _send_gemini] [B:is None?] (branches=75) [N:safe] + -> [3: _strip_cache_controls] [B:check] (branches=4) + -> [4: _estimate_prompt_tokens] [B:check] (branches=2) + -> [5: build_tier3_context] [B:check] (branches=50) + -> [6: format_discussion] [B:check] (branches=0) + -> [7: _send_grok] [B:check] (branches=14) + -> [8: _create_gemini_cache_result] [B:check] (branches=3) + -> [9: _send_deepseek] [B:check] (branches=71) + -> [10: _send_gemini_cli] [B:is None?] (branches=23) [N:safe] + -> [11: _build_files_section_from_items] [B:is None?] (branches=5) [N:safe] + -> [12: from_dict] [B:check] (branches=0) -> [13: from_dict] [B:check] (branches=0) - -> [14: from_dict] [B:check] (branches=0) - -> [15: _send_anthropic] [B:is None?] (branches=40) [N:safe] - -> [16: save_project] [B:is None?] (branches=7) [N:safe] - -> [17: _trim_anthropic_history] [B:check] (branches=13) - -> [18: _send_llama] [B:check] (branches=13) - -> [19: build_tier3_context] [B:check] (branches=50) - -> [20: _offload_entry_payload] [B:check] (branches=10) - -> [21: format_discussion] [B:check] (branches=0) - -> [22: entry_to_str] [B:check] (branches=3) - -> [23: _repair_minimax_history] [B:check] (branches=10) + -> [14: build_markdown_from_items] [B:check] (branches=9) + -> [15: from_dict] [B:check] (branches=0) + -> [16: _send_qwen] [B:check] (branches=9) + -> [17: _repair_anthropic_history] [B:check] (branches=6) + -> [18: from_dict] [B:check] (branches=0) + -> [19: _pre_dispatch] [B:check] (branches=8) + -> [20: _save_config_to_disk] [B:check] (branches=1) + -> [21: from_dict] [B:check] (branches=0) + -> [22: from_dict] [B:check] (branches=0) + -> [23: from_dict] [B:check] (branches=0) -> [24: from_dict] [B:check] (branches=0) - -> [25: from_dict] [B:check] (branches=0) - -> [26: _strip_stale_file_refreshes] [B:check] (branches=12) - -> [27: _send_deepseek] [B:check] (branches=71) - -> [28: _add_bleed_derived] [B:check] (branches=0) - -> [29: from_dict] [B:check] (branches=0) - -> [30: build_markdown_no_history] [B:check] (branches=0) - -> [31: flat_config] [B:check] (branches=2) - -> [32: _send_llama_native] [B:check] (branches=12) - -> [33: ollama_chat] [B:check] (branches=3) - -> [34: _send_qwen] [B:check] (branches=9) - -> [35: _on_comms_entry] [B:check] (branches=32) + -> [25: _strip_stale_file_refreshes] [B:check] (branches=12) + -> [26: run] [B:check] (branches=1) + -> [27: _send_anthropic] [B:is None?] (branches=40) [N:safe] + -> [28: _invalidate_token_estimate] [B:check] (branches=0) + -> [29: _add_bleed_derived] [B:check] (branches=0) + -> [30: _start_track_logic_result] [B:check] (branches=10) + -> [31: entry_to_str] [B:check] (branches=3) + -> [32: ollama_chat] [B:check] (branches=3) + -> [33: _trim_anthropic_history] [B:check] (branches=13) + -> [34: _offload_entry_payload] [B:check] (branches=10) + -> [35: from_dict] [B:check] (branches=0) -> [36: from_dict] [B:check] (branches=0) -> [37: from_dict] [B:check] (branches=0) - -> [38: _repair_deepseek_history] [B:check] (branches=6) - -> [39: from_dict] [B:check] (branches=0) - -> [40: from_dict] [B:check] (branches=0) - -> [41: _execute_single_tool_call_async] [B:is None?] (branches=15) [N:safe] + -> [38: send] [B:check] (branches=19) + -> [39: _estimate_message_tokens] [B:is None?] (branches=9) [N:safe] + -> [40: _refresh_api_metrics] [B:is None?] (branches=11) [N:safe] + -> [41: _on_comms_entry] [B:check] (branches=32) -> [42: from_dict] [B:check] (branches=0) - -> [43: _repair_anthropic_history] [B:check] (branches=6) - -> [44: _strip_cache_controls] [B:check] (branches=4) - -> [45: run] [B:check] (branches=1) - -> [46: _save_config_to_disk] [B:check] (branches=1) - -> [47: _dashscope_call] [B:check] (branches=5) - -> [48: _start_track_logic_result] [B:check] (branches=10) - -> [49: from_dict] [B:check] (branches=0) - -> [50: _estimate_prompt_tokens] [B:check] (branches=2) - -> [51: _append_comms] [B:is None?] (branches=1) [N:safe] - -> [52: from_dict] [B:check] (branches=0) - -> [53: _estimate_message_tokens] [B:is None?] (branches=9) [N:safe] - -> [54: _add_history_cache_breakpoint] [B:check] (branches=5) - -> [55: _pre_dispatch] [B:check] (branches=8) + -> [43: _append_comms] [B:is None?] (branches=1) [N:safe] + -> [44: from_dict] [B:check] (branches=0) + -> [45: _repair_deepseek_history] [B:check] (branches=6) + -> [46: from_dict] [B:check] (branches=0) + -> [47: _add_history_cache_breakpoint] [B:check] (branches=5) + -> [48: _trim_minimax_history] [B:check] (branches=8) + -> [49: _send_gemini] [B:is None?] (branches=75) [N:safe] + -> [50: flat_config] [B:check] (branches=2) + -> [51: save_project] [B:is None?] (branches=7) [N:safe] + -> [52: build_markdown_no_history] [B:check] (branches=0) + -> [53: _execute_single_tool_call_async] [B:is None?] (branches=15) [N:safe] + -> [54: _send_llama_native] [B:check] (branches=12) + -> [55: _strip_private_keys] [B:check] (branches=0) -> [56: from_dict] [B:check] (branches=0) - -> [57: _build_files_section_from_items] [B:is None?] (branches=5) [N:safe] - -> [58: _trim_minimax_history] [B:check] (branches=8) - -> [59: _refresh_api_metrics] [B:is None?] (branches=11) [N:safe] - -> [60: _start_track_logic] [B:check] (branches=1) - -> [61: from_dict] [B:check] (branches=0) - -> [62: from_dict] [B:check] (branches=0) - -> [63: from_dict] [B:check] (branches=0) - -> [64: migrate_from_legacy_config] [B:check] (branches=2) - -> [65: _send_minimax] [B:check] (branches=11) - -> [66: send] [B:check] (branches=19) + -> [57: from_dict] [B:check] (branches=0) + -> [58: _send_minimax] [B:check] (branches=11) + -> [59: from_dict] [B:check] (branches=0) + -> [60: from_dict] [B:check] (branches=0) + -> [61: _repair_minimax_history] [B:check] (branches=10) + -> [62: _start_track_logic] [B:check] (branches=1) + -> [63: migrate_from_legacy_config] [B:check] (branches=2) + -> [64: _dashscope_call] [B:check] (branches=5) + -> [65: from_dict] [B:check] (branches=0) + -> [66: from_dict] [B:check] (branches=0) -> [T:done] ``` @@ -384,8 +384,8 @@ _... 23 more fields_ - **Nil Sentinel `[N]`**: Introduce a module-level `NIL_` sentinel whose field accesses return safe defaults. Replace None checks with the sentinel. Collapses 2^branch_count into ~1. - Effective codepaths: 40140116231395706750390 -> 40140116231395706750372 -- **Immediate-Mode Cache `[Q:key] -> [I:FetchCached] -> [T]`**: Introduce a `fileitem_cache` keyed lookup. Consumers request by key, get cached value, no field-existence checks. Reduces 135 field-check branches to 1 cache lookup. - - Effective codepaths: 40140116231395706750390 -> 135 +- **Immediate-Mode Cache `[Q:key] -> [I:FetchCached] -> [T]`**: Introduce a `fileitem_cache` keyed lookup. Consumers request by key, get cached value, no field-existence checks. Reduces 148 field-check branches to 1 cache lookup. + - Effective codepaths: 40140116231395706750390 -> 148 - **Generational Handles `[I:ResolveHandle] -> [B:Gen matches?] -> [N|safe]`**: Wrap the aggregate in a generational handle (index + generation). Validation is one comparison; mismatch returns the nil sentinel. Reduces N lifetime branches to 1 handle validation + sentinel return. - Effective codepaths: 40140116231395706750390 -> 66 @@ -412,13 +412,13 @@ _... 23 more fields_ ## Type alias coverage -**Summary:** 135 sites; 0 typed (0%); 135 untyped (100%) +**Summary:** 148 sites; 0 typed (0%); 148 untyped (100%) | metric | value | |---|---| -| total field-access sites | 135 | +| total field-access sites | 148 | | typed sites (canonical field) | 0 | -| untyped sites (wildcard) | 135 | +| untyped sites (wildcard) | 148 | ## Cross-audit findings @@ -438,14 +438,15 @@ _(no cross-audit findings mapped to this aggregate)_ | field | access count | access pattern | |---|---|---| -| `content` | 16 | hot | -| `marker` | 16 | hot | -| `get` | 7 | hot | -| `append` | 3 | hot | -| `pop` | 2 | used | -| `files` | 2 | used | -| `encode` | 1 | used | -| `discussion` | 1 | used | +| `content` | 15 | hot | +| `marker` | 15 | hot | +| `get` | 8 | hot | +| `pop` | 3 | hot | +| `append` | 2 | used | +| `config` | 2 | used | +| `session_usage` | 2 | used | +| `output` | 1 | used | +| `files` | 1 | used | | `estimated_prompt_tokens` | 1 | used | | `max_prompt_tokens` | 1 | used | | `utilization_pct` | 1 | used | @@ -454,17 +455,6 @@ _(no cross-audit findings mapped to this aggregate)_ | `sys_tokens` | 1 | used | | `tool_tokens` | 1 | used | | `history_tokens` | 1 | used | -| `local_ts` | 1 | used | -| `_offload_entry_payload` | 1 | used | -| `ui_auto_add_history` | 1 | used | -| `_pending_comms_lock` | 1 | used | -| `session_usage` | 1 | used | -| `_pending_history_adds_lock` | 1 | used | -| `_token_history` | 1 | used | -| `_pending_comms` | 1 | used | -| `_pending_history_adds` | 1 | used | -| `items` | 1 | used | -| `output` | 1 | used | | `ai_status` | 1 | used | | `context_files` | 1 | used | | `_pending_gui_tasks_lock` | 1 | used | @@ -476,11 +466,30 @@ _(no cross-audit findings mapped to this aggregate)_ | `active_discussion` | 1 | used | | `submit_io` | 1 | used | | `tracks` | 1 | used | -| `config` | 1 | used | | `mma_tier_usage` | 1 | used | | `_pending_gui_tasks` | 1 | used | | `mma_step_mode` | 1 | used | | `active_project_path` | 1 | used | +| `search` | 1 | used | +| `_est_tokens` | 1 | used | +| `latency` | 1 | used | +| `_recalculate_session_usage` | 1 | used | +| `_token_stats` | 1 | used | +| `_gemini_cache_text` | 1 | used | +| `vendor_quota` | 1 | used | +| `last_error` | 1 | used | +| `error` | 1 | used | +| `_update_cached_stats` | 1 | used | +| `usage` | 1 | used | +| `local_ts` | 1 | used | +| `_offload_entry_payload` | 1 | used | +| `ui_auto_add_history` | 1 | used | +| `_pending_comms_lock` | 1 | used | +| `_pending_history_adds_lock` | 1 | used | +| `_token_history` | 1 | used | +| `_pending_comms` | 1 | used | +| `_pending_history_adds` | 1 | used | +| `encode` | 1 | used | ## Optimization candidates @@ -496,63 +505,63 @@ FileItem: access_pattern=whole_struct, frequency=per_turn, struct_field_count=5, | function | pattern | field_accesses | confidence | |---|---|---|---| -| `src.ai_client._invalidate_token_estimate` | `whole_struct` | `pop`=1 | high | +| `src.ai_client._send_llama` | `whole_struct` | | low | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client._strip_cache_controls` | `whole_struct` | | low | +| `src.ai_client._estimate_prompt_tokens` | `whole_struct` | | low | +| `src.aggregate.build_tier3_context` | `whole_struct` | | low | +| `src.project_manager.format_discussion` | `whole_struct` | | low | +| `src.ai_client._send_grok` | `whole_struct` | | low | +| `src.ai_client._create_gemini_cache_result` | `whole_struct` | | low | +| `src.ai_client._send_deepseek` | `whole_struct` | | low | +| `src.ai_client._send_gemini_cli` | `whole_struct` | | low | +| `src.aggregate._build_files_section_from_items` | `whole_struct` | | low | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.aggregate.build_markdown_from_items` | `whole_struct` | | low | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._create_gemini_cache_result` | `whole_struct` | | low | -| `src.ai_client._send_grok` | `whole_struct` | | low | -| `src.ai_client._strip_private_keys` | `whole_struct` | | low | +| `src.ai_client._send_qwen` | `whole_struct` | | low | +| `src.ai_client._repair_anthropic_history` | `whole_struct` | `append`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._send_gemini_cli` | `whole_struct` | | low | +| `src.ai_client._pre_dispatch` | `whole_struct` | | low | +| `src.models._save_config_to_disk` | `whole_struct` | | low | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._send_gemini` | `whole_struct` | `encode`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._send_anthropic` | `whole_struct` | | low | -| `src.project_manager.save_project` | `mixed` | `discussion`=2, `files`=3 | high | -| `src.ai_client._trim_anthropic_history` | `whole_struct` | `pop`=5 | high | -| `src.ai_client._send_llama` | `whole_struct` | | low | -| `src.aggregate.build_tier3_context` | `whole_struct` | | low | -| `src.app_controller._offload_entry_payload` | `whole_struct` | | low | -| `src.project_manager.format_discussion` | `whole_struct` | | low | -| `src.project_manager.entry_to_str` | `whole_struct` | `get`=4 | high | -| `src.ai_client._repair_minimax_history` | `whole_struct` | `append`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.ai_client._strip_stale_file_refreshes` | `whole_struct` | | low | -| `src.ai_client._send_deepseek` | `whole_struct` | | low | +| `src.aggregate.run` | `field_by_field` | `output`=1, `files`=2, `get`=7 | high | +| `src.ai_client._send_anthropic` | `whole_struct` | | low | +| `src.ai_client._invalidate_token_estimate` | `whole_struct` | `pop`=1 | high | | `src.ai_client._add_bleed_derived` | `field_by_field` | `estimated_prompt_tokens`=1, `max_prompt_tokens`=1, `utilization_pct`=1, `headroom`=1, `would_trim`=1, `sys_tokens`=1, `tool_tokens`=1, `history_tokens`=1, `get`=3 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.aggregate.build_markdown_no_history` | `whole_struct` | | low | -| `src.project_manager.flat_config` | `whole_struct` | `get`=7 | high | -| `src.ai_client._send_llama_native` | `whole_struct` | | low | +| `src.app_controller._start_track_logic_result` | `field_by_field` | `ai_status`=4, `context_files`=1, `get`=3, `_pending_gui_tasks_lock`=2, `_topological_sort_tickets_result`=1, `active_project_root`=1, `event_queue`=1, `engines`=1, `project`=1, `active_discussion`=1 (+7 more) | high | +| `src.project_manager.entry_to_str` | `whole_struct` | `get`=4 | high | | `src.ai_client.ollama_chat` | `whole_struct` | | low | -| `src.ai_client._send_qwen` | `whole_struct` | | low | +| `src.ai_client._trim_anthropic_history` | `whole_struct` | `pop`=5 | high | +| `src.app_controller._offload_entry_payload` | `whole_struct` | | low | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client.send` | `mixed` | `config`=1, `search`=1 | high | +| `src.ai_client._estimate_message_tokens` | `mixed` | `_est_tokens`=1, `get`=2 | high | +| `src.app_controller._refresh_api_metrics` | `field_by_field` | `latency`=1, `_recalculate_session_usage`=1, `_token_stats`=1, `get`=2, `_gemini_cache_text`=1, `vendor_quota`=1, `last_error`=1, `error`=2, `_update_cached_stats`=1, `session_usage`=2 (+1 more) | high | | `src.app_controller._on_comms_entry` | `field_by_field` | `local_ts`=1, `_offload_entry_payload`=1, `get`=7, `ui_auto_add_history`=3, `_pending_comms_lock`=1, `session_usage`=5, `_pending_history_adds_lock`=4, `_token_history`=1, `_pending_comms`=1, `_pending_history_adds`=4 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client._append_comms` | `whole_struct` | | low | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.ai_client._repair_deepseek_history` | `whole_struct` | `append`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._execute_single_tool_call_async` | `mixed` | `get`=2, `items`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._repair_anthropic_history` | `whole_struct` | `append`=1 | high | -| `src.ai_client._strip_cache_controls` | `whole_struct` | | low | -| `src.aggregate.run` | `field_by_field` | `output`=1, `files`=2, `get`=7 | high | -| `src.models._save_config_to_disk` | `whole_struct` | | low | -| `src.ai_client._dashscope_call` | `whole_struct` | | low | -| `src.app_controller._start_track_logic_result` | `field_by_field` | `ai_status`=4, `context_files`=1, `get`=3, `_pending_gui_tasks_lock`=2, `_topological_sort_tickets_result`=1, `active_project_root`=1, `event_queue`=1, `engines`=1, `project`=1, `active_discussion`=1 (+7 more) | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._estimate_prompt_tokens` | `whole_struct` | | low | +| `src.ai_client._add_history_cache_breakpoint` | `whole_struct` | | low | +| `src.ai_client._trim_minimax_history` | `whole_struct` | `pop`=4 | high | +| `src.ai_client._send_gemini` | `whole_struct` | `encode`=1 | high | +| `src.project_manager.flat_config` | `whole_struct` | `get`=7 | high | ### Frequency evidence | function | frequency | source | note | |---|---|---|---| -| `src.ai_client._extract_dashscope_tool_calls` | `per_turn` | `static_analysis` | producer from src\ai_client.py | -| `src.api_hook_client.get_warmup_wait` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py | -| `src.app_controller.wait` | `per_turn` | `static_analysis` | producer from src\app_controller.py | -| `src.ai_client._dashscope_call` | `per_turn` | `static_analysis` | producer from src\ai_client.py | -| `src.app_controller._pending_mma_spawn` | `per_turn` | `static_analysis` | producer from src\app_controller.py | +| `src.app_controller._api_get_context` | `per_turn` | `static_analysis` | producer from src\app_controller.py | +| `src.ai_client.get_comms_log` | `per_turn` | `static_analysis` | producer from src\ai_client.py | +| `src.api_hook_client.post_project` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py | +| `src.api_hook_client.get_node_status` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py | +| `src.models.to_dict` | `per_turn` | `static_analysis` | producer from src\models.py | diff --git a/docs/reports/code_path_audit/2026-06-22/aggregates/FileItems.md b/docs/reports/code_path_audit/2026-06-22/aggregates/FileItems.md index 325fd3b6..7e2898d4 100644 --- a/docs/reports/code_path_audit/2026-06-22/aggregates/FileItems.md +++ b/docs/reports/code_path_audit/2026-06-22/aggregates/FileItems.md @@ -19,24 +19,24 @@ ### `src\ai_client.py` (4 producers) -- `src.ai_client._list_gemini_models_result` (line 1626) - `src.ai_client._list_anthropic_models_result` (line 1317) +- `src.ai_client._list_gemini_models_result` (line 1626) - `src.ai_client._list_minimax_models_result` (line 2436) - `src.ai_client._set_minimax_provider_result` (line 398) ### `src\gui_2.py` (2 producers) -- `src.gui_2._render_beads_tab_list_result` (line 8314) - `src.gui_2._drain_normalize_errors` (line 7417) +- `src.gui_2._render_beads_tab_list_result` (line 8314) ## Consumers (9) ### `src\ai_client.py` (4 consumers) - `src.ai_client._build_file_context_text` (line 1092) -- `src.ai_client._reread_file_items_result` (line 1056) -- `src.ai_client._build_file_diff_text` (line 1105) - `src.ai_client.run_with_tool_loop` (line 833) +- `src.ai_client._build_file_diff_text` (line 1105) +- `src.ai_client._reread_file_items_result` (line 1056) ### `src\app_controller.py` (3 consumers) @@ -56,15 +56,15 @@ | consumer | _attr_name | _cached | _module_name | _report_worker_error | append | |---|---|---|---|---|---| -| `_symbol_resolution_result` | . | . | . | . | . | -| `_topological_sort_tickets_result` | . | . | . | 1 | . | -| `_build_file_context_text` | . | . | . | . | . | -| `_reread_file_items_result` | . | . | . | . | . | -| `_build_file_diff_text` | . | . | . | . | . | | `__init__` | 1 | 1 | 1 | . | . | -| `_serialize_tool_calls_result` | . | . | . | . | . | -| `calculate_track_progress` | . | . | . | . | . | +| `_build_file_context_text` | . | . | . | . | . | +| `_symbol_resolution_result` | . | . | . | . | . | | `run_with_tool_loop` | . | . | . | . | 2 | +| `_topological_sort_tickets_result` | . | . | . | 1 | . | +| `calculate_track_progress` | . | . | . | . | . | +| `_serialize_tool_calls_result` | . | . | . | . | . | +| `_build_file_diff_text` | . | . | . | . | . | +| `_reread_file_items_result` | . | . | . | . | . | ## Access pattern @@ -80,15 +80,15 @@ ``` [Q:FileItems entry-point] -> [Q:PCG lookup] - -> [1: _symbol_resolution_result] [B:check] (branches=4) - -> [2: _topological_sort_tickets_result] [B:check] (branches=2) - -> [3: _build_file_context_text] [B:check] (branches=3) - -> [4: _reread_file_items_result] [B:is None?] (branches=5) [N:safe] - -> [5: _build_file_diff_text] [B:check] (branches=6) - -> [6: __init__] [B:check] (branches=0) + -> [1: __init__] [B:check] (branches=0) + -> [2: _build_file_context_text] [B:check] (branches=3) + -> [3: _symbol_resolution_result] [B:check] (branches=4) + -> [4: run_with_tool_loop] [B:is None?] (branches=23) [N:safe] + -> [5: _topological_sort_tickets_result] [B:check] (branches=2) + -> [6: calculate_track_progress] [B:check] (branches=1) -> [7: _serialize_tool_calls_result] [B:check] (branches=2) - -> [8: calculate_track_progress] [B:check] (branches=1) - -> [9: run_with_tool_loop] [B:is None?] (branches=23) [N:safe] + -> [8: _build_file_diff_text] [B:check] (branches=6) + -> [9: _reread_file_items_result] [B:is None?] (branches=5) [N:safe] -> [T:done] ``` @@ -154,11 +154,11 @@ _(no cross-audit findings mapped to this aggregate)_ | field | access count | access pattern | |---|---|---| -| `_report_worker_error` | 1 | used | | `_module_name` | 1 | used | | `_attr_name` | 1 | used | | `_cached` | 1 | used | | `append` | 1 | used | +| `_report_worker_error` | 1 | used | ## Optimization candidates @@ -174,22 +174,22 @@ FileItems: access_pattern=whole_struct, frequency=per_turn, struct_field_count=5 | function | pattern | field_accesses | confidence | |---|---|---|---| -| `src.app_controller._symbol_resolution_result` | `whole_struct` | | low | -| `src.app_controller._topological_sort_tickets_result` | `whole_struct` | `_report_worker_error`=1 | high | -| `src.ai_client._build_file_context_text` | `whole_struct` | | low | -| `src.ai_client._reread_file_items_result` | `whole_struct` | | low | -| `src.ai_client._build_file_diff_text` | `whole_struct` | | low | | `src.gui_2.__init__` | `field_by_field` | `_module_name`=1, `_attr_name`=1, `_cached`=1 | high | -| `src.app_controller._serialize_tool_calls_result` | `whole_struct` | | low | -| `src.project_manager.calculate_track_progress` | `whole_struct` | | low | +| `src.ai_client._build_file_context_text` | `whole_struct` | | low | +| `src.app_controller._symbol_resolution_result` | `whole_struct` | | low | | `src.ai_client.run_with_tool_loop` | `whole_struct` | `append`=2 | high | +| `src.app_controller._topological_sort_tickets_result` | `whole_struct` | `_report_worker_error`=1 | high | +| `src.project_manager.calculate_track_progress` | `whole_struct` | | low | +| `src.app_controller._serialize_tool_calls_result` | `whole_struct` | | low | +| `src.ai_client._build_file_diff_text` | `whole_struct` | | low | +| `src.ai_client._reread_file_items_result` | `whole_struct` | | low | ### Frequency evidence | function | frequency | source | note | |---|---|---|---| -| `src.gui_2._render_beads_tab_list_result` | `per_turn` | `static_analysis` | producer from src\gui_2.py | -| `src.gui_2._drain_normalize_errors` | `per_turn` | `static_analysis` | producer from src\gui_2.py | -| `src.ai_client._list_gemini_models_result` | `per_turn` | `static_analysis` | producer from src\ai_client.py | | `src.ai_client._list_anthropic_models_result` | `per_turn` | `static_analysis` | producer from src\ai_client.py | +| `src.ai_client._list_gemini_models_result` | `per_turn` | `static_analysis` | producer from src\ai_client.py | | `src.ai_client._list_minimax_models_result` | `per_turn` | `static_analysis` | producer from src\ai_client.py | +| `src.ai_client._set_minimax_provider_result` | `per_turn` | `static_analysis` | producer from src\ai_client.py | +| `src.gui_2._drain_normalize_errors` | `per_turn` | `static_analysis` | producer from src\gui_2.py | diff --git a/docs/reports/code_path_audit/2026-06-22/aggregates/History.md b/docs/reports/code_path_audit/2026-06-22/aggregates/History.md index d3949f81..646b8f7a 100644 --- a/docs/reports/code_path_audit/2026-06-22/aggregates/History.md +++ b/docs/reports/code_path_audit/2026-06-22/aggregates/History.md @@ -19,15 +19,15 @@ ### `src\ai_client.py` (4 producers) -- `src.ai_client._list_gemini_models_result` (line 1626) - `src.ai_client._list_anthropic_models_result` (line 1317) +- `src.ai_client._list_gemini_models_result` (line 1626) - `src.ai_client._list_minimax_models_result` (line 2436) - `src.ai_client._set_minimax_provider_result` (line 398) ### `src\gui_2.py` (2 producers) -- `src.gui_2._render_beads_tab_list_result` (line 8314) - `src.gui_2._drain_normalize_errors` (line 7417) +- `src.gui_2._render_beads_tab_list_result` (line 8314) ### `src\provider_state.py` (1 producer) @@ -51,20 +51,20 @@ ### `src\provider_state.py` (2 consumers) -- `src.provider_state.append` (line 30) - `src.provider_state.replace_all` (line 38) +- `src.provider_state.append` (line 30) ## Field access matrix | consumer | _attr_name | _cached | _module_name | _report_worker_error | lock | messages | |---|---|---|---|---|---|---| -| `append` | . | . | . | . | 1 | 1 | -| `_symbol_resolution_result` | . | . | . | . | . | . | -| `_topological_sort_tickets_result` | . | . | . | 1 | . | . | -| `replace_all` | . | . | . | . | 1 | 1 | | `__init__` | 1 | 1 | 1 | . | . | . | -| `_serialize_tool_calls_result` | . | . | . | . | . | . | +| `replace_all` | . | . | . | . | 1 | 1 | +| `_symbol_resolution_result` | . | . | . | . | . | . | +| `append` | . | . | . | . | 1 | 1 | +| `_topological_sort_tickets_result` | . | . | . | 1 | . | . | | `calculate_track_progress` | . | . | . | . | . | . | +| `_serialize_tool_calls_result` | . | . | . | . | . | . | ## Access pattern @@ -81,13 +81,13 @@ ``` [Q:History entry-point] -> [Q:PCG lookup] - -> [1: append] [B:check] (branches=1) - -> [2: _symbol_resolution_result] [B:check] (branches=4) - -> [3: _topological_sort_tickets_result] [B:check] (branches=2) - -> [4: replace_all] [B:check] (branches=1) - -> [5: __init__] [B:check] (branches=0) - -> [6: _serialize_tool_calls_result] [B:check] (branches=2) - -> [7: calculate_track_progress] [B:check] (branches=1) + -> [1: __init__] [B:check] (branches=0) + -> [2: replace_all] [B:check] (branches=1) + -> [3: _symbol_resolution_result] [B:check] (branches=4) + -> [4: append] [B:check] (branches=1) + -> [5: _topological_sort_tickets_result] [B:check] (branches=2) + -> [6: calculate_track_progress] [B:check] (branches=1) + -> [7: _serialize_tool_calls_result] [B:check] (branches=2) -> [T:done] ``` @@ -151,10 +151,10 @@ _(no cross-audit findings mapped to this aggregate)_ |---|---|---| | `lock` | 2 | used | | `messages` | 2 | used | -| `_report_worker_error` | 1 | used | | `_module_name` | 1 | used | | `_attr_name` | 1 | used | | `_cached` | 1 | used | +| `_report_worker_error` | 1 | used | ## Optimization candidates @@ -170,20 +170,20 @@ History: access_pattern=whole_struct, frequency=per_turn, struct_field_count=5, | function | pattern | field_accesses | confidence | |---|---|---|---| -| `src.provider_state.append` | `mixed` | `lock`=1, `messages`=1 | high | -| `src.app_controller._symbol_resolution_result` | `whole_struct` | | low | -| `src.app_controller._topological_sort_tickets_result` | `whole_struct` | `_report_worker_error`=1 | high | -| `src.provider_state.replace_all` | `mixed` | `lock`=1, `messages`=1 | high | | `src.gui_2.__init__` | `field_by_field` | `_module_name`=1, `_attr_name`=1, `_cached`=1 | high | -| `src.app_controller._serialize_tool_calls_result` | `whole_struct` | | low | +| `src.provider_state.replace_all` | `mixed` | `lock`=1, `messages`=1 | high | +| `src.app_controller._symbol_resolution_result` | `whole_struct` | | low | +| `src.provider_state.append` | `mixed` | `lock`=1, `messages`=1 | high | +| `src.app_controller._topological_sort_tickets_result` | `whole_struct` | `_report_worker_error`=1 | high | | `src.project_manager.calculate_track_progress` | `whole_struct` | | low | +| `src.app_controller._serialize_tool_calls_result` | `whole_struct` | | low | ### Frequency evidence | function | frequency | source | note | |---|---|---|---| -| `src.gui_2._render_beads_tab_list_result` | `per_turn` | `static_analysis` | producer from src\gui_2.py | -| `src.gui_2._drain_normalize_errors` | `per_turn` | `static_analysis` | producer from src\gui_2.py | -| `src.ai_client._list_gemini_models_result` | `per_turn` | `static_analysis` | producer from src\ai_client.py | -| `src.provider_state.get_all` | `per_turn` | `static_analysis` | producer from src\provider_state.py | | `src.ai_client._list_anthropic_models_result` | `per_turn` | `static_analysis` | producer from src\ai_client.py | +| `src.provider_state.get_all` | `per_turn` | `static_analysis` | producer from src\provider_state.py | +| `src.ai_client._list_gemini_models_result` | `per_turn` | `static_analysis` | producer from src\ai_client.py | +| `src.ai_client._list_minimax_models_result` | `per_turn` | `static_analysis` | producer from src\ai_client.py | +| `src.ai_client._set_minimax_provider_result` | `per_turn` | `static_analysis` | producer from src\ai_client.py | diff --git a/docs/reports/code_path_audit/2026-06-22/aggregates/HistoryMessage.md b/docs/reports/code_path_audit/2026-06-22/aggregates/HistoryMessage.md index ff98632d..7caf0dd6 100644 --- a/docs/reports/code_path_audit/2026-06-22/aggregates/HistoryMessage.md +++ b/docs/reports/code_path_audit/2026-06-22/aggregates/HistoryMessage.md @@ -23,134 +23,134 @@ ### `src\ai_client.py` (16 producers) -- `src.ai_client._extract_dashscope_tool_calls` (line 2754) -- `src.ai_client._dashscope_call` (line 2716) -- `src.ai_client._strip_private_keys` (line 1464) -- `src.ai_client._parse_tool_args_result` (line 741) -- `src.ai_client._build_chunked_context_blocks` (line 1281) -- `src.ai_client._get_anthropic_tools` (line 664) -- `src.ai_client._get_deepseek_tools` (line 1194) -- `src.ai_client._pre_dispatch` (line 2089) -- `src.ai_client.get_gemini_cache_stats` (line 1604) -- `src.ai_client._load_credentials` (line 282) -- `src.ai_client.get_token_stats` (line 3185) -- `src.ai_client.ollama_chat` (line 2938) - `src.ai_client.get_comms_log` (line 273) -- `src.ai_client._content_block_to_dict` (line 1200) +- `src.ai_client._parse_tool_args_result` (line 741) +- `src.ai_client._get_anthropic_tools` (line 664) +- `src.ai_client._dashscope_call` (line 2716) +- `src.ai_client._pre_dispatch` (line 2089) +- `src.ai_client.ollama_chat` (line 2938) +- `src.ai_client._load_credentials` (line 282) +- `src.ai_client._strip_private_keys` (line 1464) +- `src.ai_client.get_token_stats` (line 3185) - `src.ai_client._add_bleed_derived` (line 3332) - `src.ai_client._send_cli_round_result` (line 1746) +- `src.ai_client._extract_dashscope_tool_calls` (line 2754) +- `src.ai_client.get_gemini_cache_stats` (line 1604) +- `src.ai_client._get_deepseek_tools` (line 1194) +- `src.ai_client._content_block_to_dict` (line 1200) +- `src.ai_client._build_chunked_context_blocks` (line 1281) ### `src\api_hook_client.py` (39 producers) -- `src.api_hook_client.get_warmup_wait` (line 332) -- `src.api_hook_client.wait_for_event` (line 136) -- `src.api_hook_client.clear_events` (line 129) -- `src.api_hook_client.get_warmup_status` (line 325) -- `src.api_hook_client.get_project` (line 367) -- `src.api_hook_client.get_mma_workers` (line 546) -- `src.api_hook_client.reject_patch` (line 288) -- `src.api_hook_client.get_gui_state` (line 165) -- `src.api_hook_client.get_events` (line 124) - `src.api_hook_client.post_project` (line 473) -- `src.api_hook_client.get_session` (line 502) -- `src.api_hook_client.get_io_pool_status` (line 420) -- `src.api_hook_client.trigger_patch` (line 274) +- `src.api_hook_client.get_node_status` (line 532) +- `src.api_hook_client.click` (line 223) +- `src.api_hook_client.get_startup_timeline` (line 353) +- `src.api_hook_client.select_tab` (line 263) +- `src.api_hook_client.reject_patch` (line 288) +- `src.api_hook_client.clear_events` (line 129) +- `src.api_hook_client.post_gui` (line 149) +- `src.api_hook_client.get_warmup_status` (line 325) +- `src.api_hook_client.select_list_item` (line 256) - `src.api_hook_client.get_gui_health` (line 434) +- `src.api_hook_client.wait_for_event` (line 136) +- `src.api_hook_client.post_project` (line 470) +- `src.api_hook_client.apply_patch` (line 281) +- `src.api_hook_client.get_project_switch_status` (line 374) +- `src.api_hook_client.get_io_pool_status` (line 420) +- `src.api_hook_client.get_financial_metrics` (line 520) +- `src.api_hook_client.drag` (line 230) +- `src.api_hook_client.get_warmup_canaries` (line 342) +- `src.api_hook_client.get_gui_diagnostics` (line 311) +- `src.api_hook_client.trigger_patch` (line 274) +- `src.api_hook_client.get_project` (line 367) +- `src.api_hook_client.get_events` (line 124) +- `src.api_hook_client.get_warmup_wait` (line 332) +- `src.api_hook_client.set_value` (line 212) +- `src.api_hook_client.get_mma_status` (line 539) +- `src.api_hook_client.post_session` (line 117) +- `src.api_hook_client.wait_for_project_switch` (line 389) +- `src.api_hook_client.get_performance` (line 318) +- `src.api_hook_client.get_system_telemetry` (line 524) +- `src.api_hook_client.push_event` (line 156) +- `src.api_hook_client.get_gui_state` (line 165) +- `src.api_hook_client._make_request` (line 65) - `src.api_hook_client.get_status` (line 105) - `src.api_hook_client.get_context_state` (line 491) -- `src.api_hook_client.set_value` (line 212) -- `src.api_hook_client.post_gui` (line 149) -- `src.api_hook_client.get_gui_diagnostics` (line 311) -- `src.api_hook_client.get_mma_status` (line 539) -- `src.api_hook_client.get_startup_timeline` (line 353) -- `src.api_hook_client.get_node_status` (line 532) -- `src.api_hook_client.get_performance` (line 318) -- `src.api_hook_client.post_session` (line 117) -- `src.api_hook_client.push_event` (line 156) -- `src.api_hook_client.get_warmup_canaries` (line 342) -- `src.api_hook_client.drag` (line 230) -- `src.api_hook_client.apply_patch` (line 281) -- `src.api_hook_client.post_project` (line 470) -- `src.api_hook_client.get_patch_status` (line 295) -- `src.api_hook_client.wait_for_project_switch` (line 389) -- `src.api_hook_client.click` (line 223) -- `src.api_hook_client.select_list_item` (line 256) -- `src.api_hook_client.get_project_switch_status` (line 374) -- `src.api_hook_client.get_system_telemetry` (line 524) -- `src.api_hook_client._make_request` (line 65) -- `src.api_hook_client.select_tab` (line 263) +- `src.api_hook_client.get_session` (line 502) +- `src.api_hook_client.get_mma_workers` (line 546) - `src.api_hook_client.right_click` (line 237) -- `src.api_hook_client.get_financial_metrics` (line 520) +- `src.api_hook_client.get_patch_status` (line 295) ### `src\app_controller.py` (30 producers) -- `src.app_controller.wait` (line 5205) -- `src.app_controller._pending_mma_spawn` (line 2772) -- `src.app_controller._offload_entry_payload` (line 4240) -- `src.app_controller._api_get_diagnostics` (line 202) -- `src.app_controller.get_gui_state` (line 2829) -- `src.app_controller.load_config` (line 5142) -- `src.app_controller._api_get_session` (line 374) -- `src.app_controller._api_pending_actions` (line 335) -- `src.app_controller.get_context` (line 2892) -- `src.app_controller.token_stats` (line 2898) -- `src.app_controller._api_get_api_project` (line 188) - `src.app_controller._api_get_context` (line 398) -- `src.app_controller._api_token_stats` (line 417) -- `src.app_controller.get_mma_status` (line 2835) -- `src.app_controller._api_get_performance` (line 195) - `src.app_controller._api_get_api_session` (line 170) -- `src.app_controller._api_get_gui_state` (line 123) -- `src.app_controller.get_performance` (line 2856) -- `src.app_controller.pending_actions` (line 2874) -- `src.app_controller.status` (line 2865) -- `src.app_controller._api_get_mma_status` (line 144) -- `src.app_controller.generate` (line 2868) -- `src.app_controller.get_api_project` (line 2853) -- `src.app_controller._api_status` (line 209) -- `src.app_controller._api_generate` (line 221) -- `src.app_controller.get_session` (line 2883) -- `src.app_controller.get_diagnostics` (line 2862) -- `src.app_controller.get_session_insights` (line 3049) -- `src.app_controller._pending_mma_approval` (line 2776) - `src.app_controller.get_api_session` (line 2847) +- `src.app_controller._api_get_gui_state` (line 123) +- `src.app_controller.get_api_project` (line 2853) +- `src.app_controller._api_get_performance` (line 195) +- `src.app_controller._offload_entry_payload` (line 4240) +- `src.app_controller.get_gui_state` (line 2829) +- `src.app_controller.get_performance` (line 2856) +- `src.app_controller._api_status` (line 209) +- `src.app_controller._api_get_mma_status` (line 144) +- `src.app_controller.get_mma_status` (line 2835) +- `src.app_controller._pending_mma_spawn` (line 2772) +- `src.app_controller.get_diagnostics` (line 2862) +- `src.app_controller._api_pending_actions` (line 335) +- `src.app_controller._api_token_stats` (line 417) +- `src.app_controller.wait` (line 5205) +- `src.app_controller.pending_actions` (line 2874) +- `src.app_controller.load_config` (line 5142) +- `src.app_controller._pending_mma_approval` (line 2776) +- `src.app_controller._api_get_diagnostics` (line 202) +- `src.app_controller.get_context` (line 2892) +- `src.app_controller.get_session` (line 2883) +- `src.app_controller._api_get_api_project` (line 188) +- `src.app_controller.get_session_insights` (line 3049) +- `src.app_controller._api_get_session` (line 374) +- `src.app_controller.token_stats` (line 2898) +- `src.app_controller._api_generate` (line 221) +- `src.app_controller.status` (line 2865) +- `src.app_controller.generate` (line 2868) ### `src\models.py` (23 producers) -- `src.models.to_dict` (line 646) -- `src.models.to_dict` (line 406) -- `src.models.to_dict` (line 855) -- `src.models.to_dict` (line 938) -- `src.models.to_dict` (line 1059) -- `src.models.parse_history_entries` (line 214) +- `src.models.to_dict` (line 288) - `src.models.to_dict` (line 794) -- `src.models.to_dict` (line 1000) -- `src.models.to_dict` (line 672) -- `src.models.to_dict` (line 355) -- `src.models.to_dict` (line 486) - `src.models.to_dict` (line 913) - `src.models.to_dict` (line 596) -- `src.models.to_dict` (line 886) +- `src.models.to_dict` (line 701) - `src.models.to_dict` (line 558) -- `src.models._load_config_from_disk` (line 186) - `src.models.to_dict` (line 441) - `src.models.to_dict` (line 1024) -- `src.models.to_dict` (line 971) -- `src.models.to_dict` (line 288) - `src.models.to_dict` (line 737) +- `src.models.to_dict` (line 486) - `src.models.to_dict` (line 618) -- `src.models.to_dict` (line 701) +- `src.models.to_dict` (line 886) +- `src.models.to_dict` (line 971) +- `src.models._load_config_from_disk` (line 186) +- `src.models.to_dict` (line 406) +- `src.models.to_dict` (line 646) +- `src.models.to_dict` (line 672) +- `src.models.to_dict` (line 355) +- `src.models.to_dict` (line 1059) +- `src.models.to_dict` (line 855) +- `src.models.to_dict` (line 1000) +- `src.models.parse_history_entries` (line 214) +- `src.models.to_dict` (line 938) ### `src\project_manager.py` (8 producers) -- `src.project_manager.get_all_tracks` (line 342) - `src.project_manager.load_history` (line 209) - `src.project_manager.str_to_entry` (line 75) +- `src.project_manager.load_project` (line 186) +- `src.project_manager.default_discussion` (line 117) - `src.project_manager.default_project` (line 123) - `src.project_manager.migrate_from_legacy_config` (line 253) - `src.project_manager.flat_config` (line 267) -- `src.project_manager.load_project` (line 186) -- `src.project_manager.default_discussion` (line 117) +- `src.project_manager.get_all_tracks` (line 342) ### `src\provider_state.py` (1 producer) @@ -160,146 +160,146 @@ ### `src\aggregate.py` (5 consumers) -- `src.aggregate.build_markdown_from_items` (line 348) - `src.aggregate.build_tier3_context` (line 382) -- `src.aggregate.build_markdown_no_history` (line 366) -- `src.aggregate.run` (line 479) - `src.aggregate._build_files_section_from_items` (line 300) +- `src.aggregate.build_markdown_from_items` (line 348) +- `src.aggregate.run` (line 479) +- `src.aggregate.build_markdown_no_history` (line 366) ### `src\ai_client.py` (29 consumers) -- `src.ai_client._invalidate_token_estimate` (line 1240) -- `src.ai_client._create_gemini_cache_result` (line 1706) -- `src.ai_client._send_grok` (line 2530) -- `src.ai_client._strip_private_keys` (line 1464) -- `src.ai_client._send_gemini_cli` (line 2019) -- `src.ai_client._send_gemini` (line 1802) -- `src.ai_client._send_anthropic` (line 1405) -- `src.ai_client._trim_anthropic_history` (line 1353) - `src.ai_client._send_llama` (line 2858) -- `src.ai_client._repair_minimax_history` (line 2462) -- `src.ai_client._strip_stale_file_refreshes` (line 1253) -- `src.ai_client._send_deepseek` (line 2165) -- `src.ai_client._add_bleed_derived` (line 3332) -- `src.ai_client._send_llama_native` (line 2958) -- `src.ai_client.ollama_chat` (line 2938) -- `src.ai_client._send_qwen` (line 2773) -- `src.ai_client._repair_deepseek_history` (line 2138) -- `src.ai_client._execute_single_tool_call_async` (line 945) -- `src.ai_client._repair_anthropic_history` (line 1381) - `src.ai_client._strip_cache_controls` (line 1291) -- `src.ai_client._dashscope_call` (line 2716) - `src.ai_client._estimate_prompt_tokens` (line 1243) -- `src.ai_client._append_comms` (line 257) -- `src.ai_client._estimate_message_tokens` (line 1218) -- `src.ai_client._add_history_cache_breakpoint` (line 1299) +- `src.ai_client._send_grok` (line 2530) +- `src.ai_client._create_gemini_cache_result` (line 1706) +- `src.ai_client._send_deepseek` (line 2165) +- `src.ai_client._send_gemini_cli` (line 2019) +- `src.ai_client._send_qwen` (line 2773) +- `src.ai_client._repair_anthropic_history` (line 1381) - `src.ai_client._pre_dispatch` (line 2089) -- `src.ai_client._trim_minimax_history` (line 2482) -- `src.ai_client._send_minimax` (line 2616) +- `src.ai_client._strip_stale_file_refreshes` (line 1253) +- `src.ai_client._send_anthropic` (line 1405) +- `src.ai_client._invalidate_token_estimate` (line 1240) +- `src.ai_client._add_bleed_derived` (line 3332) +- `src.ai_client.ollama_chat` (line 2938) +- `src.ai_client._trim_anthropic_history` (line 1353) - `src.ai_client.send` (line 3208) +- `src.ai_client._estimate_message_tokens` (line 1218) +- `src.ai_client._append_comms` (line 257) +- `src.ai_client._repair_deepseek_history` (line 2138) +- `src.ai_client._add_history_cache_breakpoint` (line 1299) +- `src.ai_client._trim_minimax_history` (line 2482) +- `src.ai_client._send_gemini` (line 1802) +- `src.ai_client._execute_single_tool_call_async` (line 945) +- `src.ai_client._send_llama_native` (line 2958) +- `src.ai_client._strip_private_keys` (line 1464) +- `src.ai_client._send_minimax` (line 2616) +- `src.ai_client._repair_minimax_history` (line 2462) +- `src.ai_client._dashscope_call` (line 2716) ### `src\app_controller.py` (5 consumers) -- `src.app_controller._offload_entry_payload` (line 4240) -- `src.app_controller._on_comms_entry` (line 4282) - `src.app_controller._start_track_logic_result` (line 4728) +- `src.app_controller._offload_entry_payload` (line 4240) - `src.app_controller._refresh_api_metrics` (line 3074) +- `src.app_controller._on_comms_entry` (line 4282) - `src.app_controller._start_track_logic` (line 4721) ### `src\models.py` (22 consumers) -- `src.models.from_dict` (line 920) -- `src.models.from_dict` (line 603) -- `src.models.from_dict` (line 506) -- `src.models.from_dict` (line 814) -- `src.models.from_dict` (line 893) -- `src.models.from_dict` (line 378) - `src.models.from_dict` (line 1038) - `src.models.from_dict` (line 1007) -- `src.models.from_dict` (line 747) -- `src.models.from_dict` (line 683) -- `src.models.from_dict` (line 712) - `src.models.from_dict` (line 866) -- `src.models.from_dict` (line 454) -- `src.models.from_dict` (line 575) -- `src.models.from_dict` (line 630) +- `src.models.from_dict` (line 712) +- `src.models.from_dict` (line 747) - `src.models._save_config_to_disk` (line 199) +- `src.models.from_dict` (line 575) +- `src.models.from_dict` (line 683) +- `src.models.from_dict` (line 630) +- `src.models.from_dict` (line 454) - `src.models.from_dict` (line 949) - `src.models.from_dict` (line 982) -- `src.models.from_dict` (line 295) -- `src.models.from_dict` (line 416) -- `src.models.from_dict` (line 656) - `src.models.from_dict` (line 1072) +- `src.models.from_dict` (line 295) +- `src.models.from_dict` (line 656) +- `src.models.from_dict` (line 416) +- `src.models.from_dict` (line 603) +- `src.models.from_dict` (line 920) +- `src.models.from_dict` (line 814) +- `src.models.from_dict` (line 506) +- `src.models.from_dict` (line 893) +- `src.models.from_dict` (line 378) ### `src\project_manager.py` (5 consumers) -- `src.project_manager.save_project` (line 229) - `src.project_manager.format_discussion` (line 69) - `src.project_manager.entry_to_str` (line 49) - `src.project_manager.flat_config` (line 267) +- `src.project_manager.save_project` (line 229) - `src.project_manager.migrate_from_legacy_config` (line 253) ### `src\provider_state.py` (2 consumers) -- `src.provider_state.append` (line 30) - `src.provider_state.replace_all` (line 38) +- `src.provider_state.append` (line 30) ## Field access matrix -| consumer | _offload_entry_payload | _pending_comms | _pending_comms_lock | _pending_gui_tasks | _pending_gui_tasks_lock | _pending_history_adds | _pending_history_adds_lock | _token_history | _topological_sort_tickets_result | active_discussion | active_project_path | active_project_root | ai_status | append | config | content | context_files | discussion | encode | engines | +| consumer | _est_tokens | _gemini_cache_text | _offload_entry_payload | _pending_comms | _pending_comms_lock | _pending_gui_tasks | _pending_gui_tasks_lock | _pending_history_adds | _pending_history_adds_lock | _recalculate_session_usage | _token_history | _token_stats | _topological_sort_tickets_result | _update_cached_stats | active_discussion | active_project_path | active_project_root | ai_status | append | config | |---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---| -| `_invalidate_token_estimate` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `build_markdown_from_items` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_create_gemini_cache_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_grok` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_strip_private_keys` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_send_gemini_cli` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_send_gemini` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_send_anthropic` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `save_project` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 2 | . | . | -| `_trim_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `append` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | | `_send_llama` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `build_tier3_context` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_offload_entry_payload` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `format_discussion` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `entry_to_str` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_repair_minimax_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_strip_stale_file_refreshes` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_deepseek` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_add_bleed_derived` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `build_markdown_no_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `flat_config` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_llama_native` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `ollama_chat` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_qwen` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_on_comms_entry` | 1 | 1 | 1 | . | . | 4 | 4 | 1 | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_repair_deepseek_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `replace_all` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_execute_single_tool_call_async` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_repair_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | | `_strip_cache_controls` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `run` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_estimate_prompt_tokens` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `build_tier3_context` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `format_discussion` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_grok` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_create_gemini_cache_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_deepseek` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_gemini_cli` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_build_files_section_from_items` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `build_markdown_from_items` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_qwen` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_repair_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_pre_dispatch` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | | `_save_config_to_disk` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_dashscope_call` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_start_track_logic_result` | . | . | . | 2 | 2 | . | . | . | 1 | 1 | 1 | 1 | 4 | . | 1 | . | 1 | . | . | 1 | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `replace_all` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_strip_stale_file_refreshes` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `run` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_anthropic` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_invalidate_token_estimate` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_add_bleed_derived` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_start_track_logic_result` | . | . | . | . | . | 2 | 2 | . | . | . | . | . | 1 | . | 1 | 1 | 1 | 4 | . | 1 | +| `append` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `entry_to_str` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `ollama_chat` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_trim_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_offload_entry_payload` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `send` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | +| `_estimate_message_tokens` | 1 | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_refresh_api_metrics` | . | 1 | . | . | . | . | . | . | . | 1 | . | 1 | . | 1 | . | . | . | . | . | . | +| `_on_comms_entry` | . | . | 1 | 1 | 1 | . | . | 4 | 4 | . | 1 | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_append_comms` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_repair_deepseek_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_add_history_cache_breakpoint` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_trim_minimax_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -_... 25 more fields_ +_... 33 more fields_ ## Access pattern @@ -308,82 +308,82 @@ _... 25 more fields_ **Per-function pattern distribution:** -- `whole_struct`: 27 functions (54%) +- `whole_struct`: 26 functions (52%) - `mixed`: 19 functions (38%) -- `field_by_field`: 4 functions (8%) +- `field_by_field`: 5 functions (10%) ## SSDL Sketch for `HistoryMessage` ``` [Q:HistoryMessage entry-point] -> [Q:PCG lookup] - -> [1: _invalidate_token_estimate] [B:check] (branches=0) + -> [1: _send_llama] [B:check] (branches=13) -> [2: from_dict] [B:check] (branches=0) - -> [3: build_markdown_from_items] [B:check] (branches=9) - -> [4: from_dict] [B:check] (branches=0) - -> [5: _create_gemini_cache_result] [B:check] (branches=3) - -> [6: _send_grok] [B:check] (branches=14) - -> [7: _strip_private_keys] [B:check] (branches=0) - -> [8: from_dict] [B:check] (branches=0) - -> [9: _send_gemini_cli] [B:is None?] (branches=23) [N:safe] - -> [10: from_dict] [B:check] (branches=0) - -> [11: from_dict] [B:check] (branches=0) - -> [12: _send_gemini] [B:is None?] (branches=75) [N:safe] + -> [3: _strip_cache_controls] [B:check] (branches=4) + -> [4: _estimate_prompt_tokens] [B:check] (branches=2) + -> [5: build_tier3_context] [B:check] (branches=50) + -> [6: format_discussion] [B:check] (branches=0) + -> [7: _send_grok] [B:check] (branches=14) + -> [8: _create_gemini_cache_result] [B:check] (branches=3) + -> [9: _send_deepseek] [B:check] (branches=71) + -> [10: _send_gemini_cli] [B:is None?] (branches=23) [N:safe] + -> [11: _build_files_section_from_items] [B:is None?] (branches=5) [N:safe] + -> [12: from_dict] [B:check] (branches=0) -> [13: from_dict] [B:check] (branches=0) - -> [14: from_dict] [B:check] (branches=0) - -> [15: _send_anthropic] [B:is None?] (branches=40) [N:safe] - -> [16: save_project] [B:is None?] (branches=7) [N:safe] - -> [17: _trim_anthropic_history] [B:check] (branches=13) - -> [18: append] [B:check] (branches=1) - -> [19: _send_llama] [B:check] (branches=13) - -> [20: build_tier3_context] [B:check] (branches=50) - -> [21: _offload_entry_payload] [B:check] (branches=10) - -> [22: format_discussion] [B:check] (branches=0) - -> [23: entry_to_str] [B:check] (branches=3) - -> [24: _repair_minimax_history] [B:check] (branches=10) - -> [25: from_dict] [B:check] (branches=0) - -> [26: from_dict] [B:check] (branches=0) - -> [27: _strip_stale_file_refreshes] [B:check] (branches=12) - -> [28: _send_deepseek] [B:check] (branches=71) - -> [29: _add_bleed_derived] [B:check] (branches=0) - -> [30: from_dict] [B:check] (branches=0) - -> [31: build_markdown_no_history] [B:check] (branches=0) - -> [32: flat_config] [B:check] (branches=2) - -> [33: _send_llama_native] [B:check] (branches=12) + -> [14: build_markdown_from_items] [B:check] (branches=9) + -> [15: from_dict] [B:check] (branches=0) + -> [16: _send_qwen] [B:check] (branches=9) + -> [17: _repair_anthropic_history] [B:check] (branches=6) + -> [18: from_dict] [B:check] (branches=0) + -> [19: _pre_dispatch] [B:check] (branches=8) + -> [20: _save_config_to_disk] [B:check] (branches=1) + -> [21: from_dict] [B:check] (branches=0) + -> [22: from_dict] [B:check] (branches=0) + -> [23: from_dict] [B:check] (branches=0) + -> [24: from_dict] [B:check] (branches=0) + -> [25: replace_all] [B:check] (branches=1) + -> [26: _strip_stale_file_refreshes] [B:check] (branches=12) + -> [27: run] [B:check] (branches=1) + -> [28: _send_anthropic] [B:is None?] (branches=40) [N:safe] + -> [29: _invalidate_token_estimate] [B:check] (branches=0) + -> [30: _add_bleed_derived] [B:check] (branches=0) + -> [31: _start_track_logic_result] [B:check] (branches=10) + -> [32: append] [B:check] (branches=1) + -> [33: entry_to_str] [B:check] (branches=3) -> [34: ollama_chat] [B:check] (branches=3) - -> [35: _send_qwen] [B:check] (branches=9) - -> [36: _on_comms_entry] [B:check] (branches=32) + -> [35: _trim_anthropic_history] [B:check] (branches=13) + -> [36: _offload_entry_payload] [B:check] (branches=10) -> [37: from_dict] [B:check] (branches=0) -> [38: from_dict] [B:check] (branches=0) - -> [39: _repair_deepseek_history] [B:check] (branches=6) - -> [40: from_dict] [B:check] (branches=0) - -> [41: replace_all] [B:check] (branches=1) - -> [42: from_dict] [B:check] (branches=0) - -> [43: _execute_single_tool_call_async] [B:is None?] (branches=15) [N:safe] + -> [39: from_dict] [B:check] (branches=0) + -> [40: send] [B:check] (branches=19) + -> [41: _estimate_message_tokens] [B:is None?] (branches=9) [N:safe] + -> [42: _refresh_api_metrics] [B:is None?] (branches=11) [N:safe] + -> [43: _on_comms_entry] [B:check] (branches=32) -> [44: from_dict] [B:check] (branches=0) - -> [45: _repair_anthropic_history] [B:check] (branches=6) - -> [46: _strip_cache_controls] [B:check] (branches=4) - -> [47: run] [B:check] (branches=1) - -> [48: _save_config_to_disk] [B:check] (branches=1) - -> [49: _dashscope_call] [B:check] (branches=5) - -> [50: _start_track_logic_result] [B:check] (branches=10) - -> [51: from_dict] [B:check] (branches=0) - -> [52: _estimate_prompt_tokens] [B:check] (branches=2) - -> [53: _append_comms] [B:is None?] (branches=1) [N:safe] - -> [54: from_dict] [B:check] (branches=0) - -> [55: _estimate_message_tokens] [B:is None?] (branches=9) [N:safe] - -> [56: _add_history_cache_breakpoint] [B:check] (branches=5) - -> [57: _pre_dispatch] [B:check] (branches=8) + -> [45: _append_comms] [B:is None?] (branches=1) [N:safe] + -> [46: from_dict] [B:check] (branches=0) + -> [47: _repair_deepseek_history] [B:check] (branches=6) + -> [48: from_dict] [B:check] (branches=0) + -> [49: _add_history_cache_breakpoint] [B:check] (branches=5) + -> [50: _trim_minimax_history] [B:check] (branches=8) + -> [51: _send_gemini] [B:is None?] (branches=75) [N:safe] + -> [52: flat_config] [B:check] (branches=2) + -> [53: save_project] [B:is None?] (branches=7) [N:safe] + -> [54: build_markdown_no_history] [B:check] (branches=0) + -> [55: _execute_single_tool_call_async] [B:is None?] (branches=15) [N:safe] + -> [56: _send_llama_native] [B:check] (branches=12) + -> [57: _strip_private_keys] [B:check] (branches=0) -> [58: from_dict] [B:check] (branches=0) - -> [59: _build_files_section_from_items] [B:is None?] (branches=5) [N:safe] - -> [60: _trim_minimax_history] [B:check] (branches=8) - -> [61: _refresh_api_metrics] [B:is None?] (branches=11) [N:safe] - -> [62: _start_track_logic] [B:check] (branches=1) - -> [63: from_dict] [B:check] (branches=0) - -> [64: from_dict] [B:check] (branches=0) - -> [65: from_dict] [B:check] (branches=0) - -> [66: migrate_from_legacy_config] [B:check] (branches=2) - -> [67: _send_minimax] [B:check] (branches=11) - -> [68: send] [B:check] (branches=19) + -> [59: from_dict] [B:check] (branches=0) + -> [60: _send_minimax] [B:check] (branches=11) + -> [61: from_dict] [B:check] (branches=0) + -> [62: from_dict] [B:check] (branches=0) + -> [63: _repair_minimax_history] [B:check] (branches=10) + -> [64: _start_track_logic] [B:check] (branches=1) + -> [65: migrate_from_legacy_config] [B:check] (branches=2) + -> [66: _dashscope_call] [B:check] (branches=5) + -> [67: from_dict] [B:check] (branches=0) + -> [68: from_dict] [B:check] (branches=0) -> [T:done] ``` @@ -395,8 +395,8 @@ _... 25 more fields_ - **Nil Sentinel `[N]`**: Introduce a module-level `NIL_` sentinel whose field accesses return safe defaults. Replace None checks with the sentinel. Collapses 2^branch_count into ~1. - Effective codepaths: 40140116231395706750394 -> 40140116231395706750376 -- **Immediate-Mode Cache `[Q:key] -> [I:FetchCached] -> [T]`**: Introduce a `historymessage_cache` keyed lookup. Consumers request by key, get cached value, no field-existence checks. Reduces 137 field-check branches to 1 cache lookup. - - Effective codepaths: 40140116231395706750394 -> 137 +- **Immediate-Mode Cache `[Q:key] -> [I:FetchCached] -> [T]`**: Introduce a `historymessage_cache` keyed lookup. Consumers request by key, get cached value, no field-existence checks. Reduces 144 field-check branches to 1 cache lookup. + - Effective codepaths: 40140116231395706750394 -> 144 - **Generational Handles `[I:ResolveHandle] -> [B:Gen matches?] -> [N|safe]`**: Wrap the aggregate in a generational handle (index + generation). Validation is one comparison; mismatch returns the nil sentinel. Reduces N lifetime branches to 1 handle validation + sentinel return. - Effective codepaths: 40140116231395706750394 -> 68 @@ -423,13 +423,13 @@ _... 25 more fields_ ## Type alias coverage -**Summary:** 137 sites; 0 typed (0%); 137 untyped (100%) +**Summary:** 144 sites; 0 typed (0%); 144 untyped (100%) | metric | value | |---|---| -| total field-access sites | 137 | +| total field-access sites | 144 | | typed sites (canonical field) | 0 | -| untyped sites (wildcard) | 137 | +| untyped sites (wildcard) | 144 | ## Cross-audit findings @@ -452,13 +452,14 @@ _(no cross-audit findings mapped to this aggregate)_ | `content` | 15 | hot | | `marker` | 15 | hot | | `get` | 7 | hot | -| `append` | 3 | hot | -| `pop` | 2 | used | -| `files` | 2 | used | +| `pop` | 3 | hot | +| `append` | 2 | used | | `lock` | 2 | used | | `messages` | 2 | used | -| `encode` | 1 | used | -| `discussion` | 1 | used | +| `config` | 2 | used | +| `session_usage` | 2 | used | +| `output` | 1 | used | +| `files` | 1 | used | | `estimated_prompt_tokens` | 1 | used | | `max_prompt_tokens` | 1 | used | | `utilization_pct` | 1 | used | @@ -467,17 +468,6 @@ _(no cross-audit findings mapped to this aggregate)_ | `sys_tokens` | 1 | used | | `tool_tokens` | 1 | used | | `history_tokens` | 1 | used | -| `local_ts` | 1 | used | -| `_offload_entry_payload` | 1 | used | -| `ui_auto_add_history` | 1 | used | -| `_pending_comms_lock` | 1 | used | -| `session_usage` | 1 | used | -| `_pending_history_adds_lock` | 1 | used | -| `_token_history` | 1 | used | -| `_pending_comms` | 1 | used | -| `_pending_history_adds` | 1 | used | -| `items` | 1 | used | -| `output` | 1 | used | | `ai_status` | 1 | used | | `context_files` | 1 | used | | `_pending_gui_tasks_lock` | 1 | used | @@ -489,11 +479,29 @@ _(no cross-audit findings mapped to this aggregate)_ | `active_discussion` | 1 | used | | `submit_io` | 1 | used | | `tracks` | 1 | used | -| `config` | 1 | used | | `mma_tier_usage` | 1 | used | | `_pending_gui_tasks` | 1 | used | | `mma_step_mode` | 1 | used | | `active_project_path` | 1 | used | +| `search` | 1 | used | +| `_est_tokens` | 1 | used | +| `latency` | 1 | used | +| `_recalculate_session_usage` | 1 | used | +| `_token_stats` | 1 | used | +| `_gemini_cache_text` | 1 | used | +| `vendor_quota` | 1 | used | +| `last_error` | 1 | used | +| `error` | 1 | used | +| `_update_cached_stats` | 1 | used | +| `usage` | 1 | used | +| `local_ts` | 1 | used | +| `_offload_entry_payload` | 1 | used | +| `ui_auto_add_history` | 1 | used | +| `_pending_comms_lock` | 1 | used | +| `_pending_history_adds_lock` | 1 | used | +| `_token_history` | 1 | used | +| `_pending_comms` | 1 | used | +| `_pending_history_adds` | 1 | used | ## Optimization candidates @@ -509,63 +517,63 @@ HistoryMessage: access_pattern=whole_struct, frequency=per_turn, struct_field_co | function | pattern | field_accesses | confidence | |---|---|---|---| -| `src.ai_client._invalidate_token_estimate` | `whole_struct` | `pop`=1 | high | +| `src.ai_client._send_llama` | `whole_struct` | | low | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client._strip_cache_controls` | `whole_struct` | | low | +| `src.ai_client._estimate_prompt_tokens` | `whole_struct` | | low | +| `src.aggregate.build_tier3_context` | `whole_struct` | | low | +| `src.project_manager.format_discussion` | `whole_struct` | | low | +| `src.ai_client._send_grok` | `whole_struct` | | low | +| `src.ai_client._create_gemini_cache_result` | `whole_struct` | | low | +| `src.ai_client._send_deepseek` | `whole_struct` | | low | +| `src.ai_client._send_gemini_cli` | `whole_struct` | | low | +| `src.aggregate._build_files_section_from_items` | `whole_struct` | | low | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.aggregate.build_markdown_from_items` | `whole_struct` | | low | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._create_gemini_cache_result` | `whole_struct` | | low | -| `src.ai_client._send_grok` | `whole_struct` | | low | -| `src.ai_client._strip_private_keys` | `whole_struct` | | low | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._send_gemini_cli` | `whole_struct` | | low | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._send_gemini` | `whole_struct` | `encode`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._send_anthropic` | `whole_struct` | | low | -| `src.project_manager.save_project` | `mixed` | `discussion`=2, `files`=3 | high | -| `src.ai_client._trim_anthropic_history` | `whole_struct` | `pop`=5 | high | -| `src.provider_state.append` | `mixed` | `lock`=1, `messages`=1 | high | -| `src.ai_client._send_llama` | `whole_struct` | | low | -| `src.aggregate.build_tier3_context` | `whole_struct` | | low | -| `src.app_controller._offload_entry_payload` | `whole_struct` | | low | -| `src.project_manager.format_discussion` | `whole_struct` | | low | -| `src.project_manager.entry_to_str` | `whole_struct` | `get`=4 | high | -| `src.ai_client._repair_minimax_history` | `whole_struct` | `append`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._strip_stale_file_refreshes` | `whole_struct` | | low | -| `src.ai_client._send_deepseek` | `whole_struct` | | low | -| `src.ai_client._add_bleed_derived` | `field_by_field` | `estimated_prompt_tokens`=1, `max_prompt_tokens`=1, `utilization_pct`=1, `headroom`=1, `would_trim`=1, `sys_tokens`=1, `tool_tokens`=1, `history_tokens`=1, `get`=3 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.aggregate.build_markdown_no_history` | `whole_struct` | | low | -| `src.project_manager.flat_config` | `whole_struct` | `get`=7 | high | -| `src.ai_client._send_llama_native` | `whole_struct` | | low | -| `src.ai_client.ollama_chat` | `whole_struct` | | low | | `src.ai_client._send_qwen` | `whole_struct` | | low | +| `src.ai_client._repair_anthropic_history` | `whole_struct` | `append`=1 | high | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client._pre_dispatch` | `whole_struct` | | low | +| `src.models._save_config_to_disk` | `whole_struct` | | low | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.provider_state.replace_all` | `mixed` | `lock`=1, `messages`=1 | high | +| `src.ai_client._strip_stale_file_refreshes` | `whole_struct` | | low | +| `src.aggregate.run` | `field_by_field` | `output`=1, `files`=2, `get`=7 | high | +| `src.ai_client._send_anthropic` | `whole_struct` | | low | +| `src.ai_client._invalidate_token_estimate` | `whole_struct` | `pop`=1 | high | +| `src.ai_client._add_bleed_derived` | `field_by_field` | `estimated_prompt_tokens`=1, `max_prompt_tokens`=1, `utilization_pct`=1, `headroom`=1, `would_trim`=1, `sys_tokens`=1, `tool_tokens`=1, `history_tokens`=1, `get`=3 | high | +| `src.app_controller._start_track_logic_result` | `field_by_field` | `ai_status`=4, `context_files`=1, `get`=3, `_pending_gui_tasks_lock`=2, `_topological_sort_tickets_result`=1, `active_project_root`=1, `event_queue`=1, `engines`=1, `project`=1, `active_discussion`=1 (+7 more) | high | +| `src.provider_state.append` | `mixed` | `lock`=1, `messages`=1 | high | +| `src.project_manager.entry_to_str` | `whole_struct` | `get`=4 | high | +| `src.ai_client.ollama_chat` | `whole_struct` | | low | +| `src.ai_client._trim_anthropic_history` | `whole_struct` | `pop`=5 | high | +| `src.app_controller._offload_entry_payload` | `whole_struct` | | low | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client.send` | `mixed` | `config`=1, `search`=1 | high | +| `src.ai_client._estimate_message_tokens` | `mixed` | `_est_tokens`=1, `get`=2 | high | +| `src.app_controller._refresh_api_metrics` | `field_by_field` | `latency`=1, `_recalculate_session_usage`=1, `_token_stats`=1, `get`=2, `_gemini_cache_text`=1, `vendor_quota`=1, `last_error`=1, `error`=2, `_update_cached_stats`=1, `session_usage`=2 (+1 more) | high | | `src.app_controller._on_comms_entry` | `field_by_field` | `local_ts`=1, `_offload_entry_payload`=1, `get`=7, `ui_auto_add_history`=3, `_pending_comms_lock`=1, `session_usage`=5, `_pending_history_adds_lock`=4, `_token_history`=1, `_pending_comms`=1, `_pending_history_adds`=4 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client._append_comms` | `whole_struct` | | low | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.ai_client._repair_deepseek_history` | `whole_struct` | `append`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.provider_state.replace_all` | `mixed` | `lock`=1, `messages`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._execute_single_tool_call_async` | `mixed` | `get`=2, `items`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._repair_anthropic_history` | `whole_struct` | `append`=1 | high | -| `src.ai_client._strip_cache_controls` | `whole_struct` | | low | -| `src.aggregate.run` | `field_by_field` | `output`=1, `files`=2, `get`=7 | high | -| `src.models._save_config_to_disk` | `whole_struct` | | low | -| `src.ai_client._dashscope_call` | `whole_struct` | | low | -| `src.app_controller._start_track_logic_result` | `field_by_field` | `ai_status`=4, `context_files`=1, `get`=3, `_pending_gui_tasks_lock`=2, `_topological_sort_tickets_result`=1, `active_project_root`=1, `event_queue`=1, `engines`=1, `project`=1, `active_discussion`=1 (+7 more) | high | +| `src.ai_client._add_history_cache_breakpoint` | `whole_struct` | | low | +| `src.ai_client._trim_minimax_history` | `whole_struct` | `pop`=4 | high | ### Frequency evidence | function | frequency | source | note | |---|---|---|---| -| `src.ai_client._extract_dashscope_tool_calls` | `per_turn` | `static_analysis` | producer from src\ai_client.py | -| `src.api_hook_client.get_warmup_wait` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py | -| `src.app_controller.wait` | `per_turn` | `static_analysis` | producer from src\app_controller.py | -| `src.ai_client._dashscope_call` | `per_turn` | `static_analysis` | producer from src\ai_client.py | -| `src.app_controller._pending_mma_spawn` | `per_turn` | `static_analysis` | producer from src\app_controller.py | +| `src.app_controller._api_get_context` | `per_turn` | `static_analysis` | producer from src\app_controller.py | +| `src.ai_client.get_comms_log` | `per_turn` | `static_analysis` | producer from src\ai_client.py | +| `src.api_hook_client.post_project` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py | +| `src.api_hook_client.get_node_status` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py | +| `src.models.to_dict` | `per_turn` | `static_analysis` | producer from src\models.py | diff --git a/docs/reports/code_path_audit/2026-06-22/aggregates/Metadata.md b/docs/reports/code_path_audit/2026-06-22/aggregates/Metadata.md index 1bca1862..acc535c1 100644 --- a/docs/reports/code_path_audit/2026-06-22/aggregates/Metadata.md +++ b/docs/reports/code_path_audit/2026-06-22/aggregates/Metadata.md @@ -6,146 +6,146 @@ ## Pipeline summary -- Producers: 483 -- Consumers: 752 -- Distinct producer fqnames: 457 -- Distinct consumer fqnames: 697 +- Producers: 485 +- Consumers: 754 +- Distinct producer fqnames: 459 +- Distinct consumer fqnames: 699 - Access pattern (aggregate): whole_struct - Frequency (aggregate): per_turn - Decomposition direction: hold - Struct field count (estimated): 6 -## Producers (483) +## Producers (485) ### `src\aggregate.py` (13 producers) -- `src.aggregate.run` (line 479) -- `src.aggregate.build_markdown_from_items` (line 348) -- `src.aggregate.build_file_items` (line 158) - `src.aggregate.build_beads_section` (line 327) -- `src.aggregate._build_files_section_from_items` (line 300) -- `src.aggregate.group_files_by_dir` (line 86) -- `src.aggregate.build_discussion_text` (line 373) -- `src.aggregate.build_tier3_context` (line 382) -- `src.aggregate.build_markdown_no_history` (line 366) +- `src.aggregate.build_markdown` (line 475) - `src.aggregate.compute_file_stats` (line 104) - `src.aggregate.build_discussion_section` (line 125) -- `src.aggregate.build_markdown` (line 475) +- `src.aggregate.group_files_by_dir` (line 86) +- `src.aggregate.build_file_items` (line 158) +- `src.aggregate.run` (line 479) +- `src.aggregate.build_markdown_no_history` (line 366) +- `src.aggregate.build_discussion_text` (line 373) - `src.aggregate.build_screenshots_section` (line 142) +- `src.aggregate.build_markdown_from_items` (line 348) +- `src.aggregate.build_tier3_context` (line 382) +- `src.aggregate._build_files_section_from_items` (line 300) ### `src\ai_client.py` (59 producers) -- `src.ai_client._try_warm_sdk_result` (line 298) -- `src.ai_client._list_llama_models` (line 3024) -- `src.ai_client._get_gemini_history_list` (line 1795) -- `src.ai_client._get_deepseek_tools` (line 1194) -- `src.ai_client._load_credentials` (line 282) -- `src.ai_client._send_gemini` (line 1802) -- `src.ai_client.run_tier4_analysis` (line 3082) -- `src.ai_client._send_llama_native` (line 2958) -- `src.ai_client._list_deepseek_models` (line 2135) -- `src.ai_client.ollama_chat` (line 2938) -- `src.ai_client.send` (line 3208) -- `src.ai_client._ensure_llama_client` (line 2844) -- `src.ai_client._add_bleed_derived` (line 3332) -- `src.ai_client._send_cli_round_result` (line 1746) -- `src.ai_client._extract_dashscope_tool_calls` (line 2754) -- `src.ai_client._execute_single_tool_call_async` (line 945) -- `src.ai_client.list_models` (line 506) -- `src.ai_client._run_script` (line 1038) -- `src.ai_client._strip_private_keys` (line 1464) -- `src.ai_client._parse_tool_args_result` (line 741) -- `src.ai_client.run_tier4_patch_generation` (line 3157) -- `src.ai_client._build_chunked_context_blocks` (line 1281) -- `src.ai_client._pre_dispatch` (line 2089) -- `src.ai_client._get_context_marker` (line 218) -- `src.ai_client._send_minimax` (line 2616) -- `src.ai_client.get_gemini_cache_stats` (line 1604) -- `src.ai_client._send_llama` (line 2858) -- `src.ai_client._send_qwen` (line 2773) -- `src.ai_client._ensure_grok_client` (line 2519) -- `src.ai_client.get_token_stats` (line 3185) -- `src.ai_client._chunk_text` (line 1278) -- `src.ai_client.run_discussion_compression` (line 3409) -- `src.ai_client._run_tier4_patch_generation_result` (line 3118) - `src.ai_client._get_combined_system_prompt` (line 221) -- `src.ai_client._list_grok_models` (line 2612) -- `src.ai_client._extract_minimax_reasoning` (line 2677) -- `src.ai_client._extract_gemini_thoughts_result` (line 1768) +- `src.ai_client._get_anthropic_tools` (line 664) +- `src.ai_client._chunk_text` (line 1278) - `src.ai_client._dashscope_call` (line 2716) - `src.ai_client._create_gemini_cache_result` (line 1706) -- `src.ai_client.run_with_tool_loop` (line 833) -- `src.ai_client.get_provider` (line 448) -- `src.ai_client._build_file_context_text` (line 1092) -- `src.ai_client.run_tier4_patch_callback` (line 3115) -- `src.ai_client.get_comms_log` (line 273) -- `src.ai_client._list_gemini_cli_models` (line 1616) -- `src.ai_client._send_gemini_cli` (line 2019) -- `src.ai_client._content_block_to_dict` (line 1200) -- `src.ai_client.get_combined_system_prompt` (line 236) -- `src.ai_client._list_qwen_models` (line 2769) -- `src.ai_client._run_tier4_analysis_result` (line 3042) -- `src.ai_client._get_anthropic_tools` (line 664) -- `src.ai_client.get_current_tier` (line 159) -- `src.ai_client.get_bias_profile` (line 619) +- `src.ai_client._strip_private_keys` (line 1464) +- `src.ai_client.list_models` (line 506) - `src.ai_client._truncate_tool_output` (line 1047) +- `src.ai_client._list_gemini_cli_models` (line 1616) +- `src.ai_client._add_bleed_derived` (line 3332) +- `src.ai_client._try_warm_sdk_result` (line 298) +- `src.ai_client.get_combined_system_prompt` (line 236) +- `src.ai_client._ensure_llama_client` (line 2844) +- `src.ai_client._content_block_to_dict` (line 1200) +- `src.ai_client.get_provider` (line 448) +- `src.ai_client._get_context_marker` (line 218) +- `src.ai_client.run_tier4_analysis` (line 3082) +- `src.ai_client._build_chunked_context_blocks` (line 1281) +- `src.ai_client.get_comms_log` (line 273) +- `src.ai_client._parse_tool_args_result` (line 741) - `src.ai_client._build_file_diff_text` (line 1105) -- `src.ai_client._send_grok` (line 2530) -- `src.ai_client._send_anthropic` (line 1405) +- `src.ai_client.get_bias_profile` (line 619) +- `src.ai_client.get_gemini_cache_stats` (line 1604) +- `src.ai_client.get_current_tier` (line 159) - `src.ai_client._send_deepseek` (line 2165) +- `src.ai_client._list_llama_models` (line 3024) +- `src.ai_client._send_llama` (line 2858) +- `src.ai_client._run_script` (line 1038) +- `src.ai_client._run_tier4_patch_generation_result` (line 3118) +- `src.ai_client._get_gemini_history_list` (line 1795) +- `src.ai_client.run_tier4_patch_generation` (line 3157) +- `src.ai_client._send_grok` (line 2530) +- `src.ai_client._ensure_grok_client` (line 2519) +- `src.ai_client.run_tier4_patch_callback` (line 3115) +- `src.ai_client._extract_dashscope_tool_calls` (line 2754) +- `src.ai_client._get_deepseek_tools` (line 1194) +- `src.ai_client._extract_minimax_reasoning` (line 2677) +- `src.ai_client._list_qwen_models` (line 2769) +- `src.ai_client._build_file_context_text` (line 1092) +- `src.ai_client._list_deepseek_models` (line 2135) +- `src.ai_client._list_grok_models` (line 2612) +- `src.ai_client._send_gemini_cli` (line 2019) +- `src.ai_client.run_discussion_compression` (line 3409) +- `src.ai_client._send_qwen` (line 2773) +- `src.ai_client._extract_gemini_thoughts_result` (line 1768) +- `src.ai_client._send_gemini` (line 1802) +- `src.ai_client._execute_single_tool_call_async` (line 945) +- `src.ai_client._run_tier4_analysis_result` (line 3042) +- `src.ai_client._pre_dispatch` (line 2089) +- `src.ai_client.ollama_chat` (line 2938) +- `src.ai_client._load_credentials` (line 282) +- `src.ai_client.get_token_stats` (line 3185) +- `src.ai_client._send_anthropic` (line 1405) - `src.ai_client.run_subagent_summarization` (line 3356) +- `src.ai_client._send_cli_round_result` (line 1746) +- `src.ai_client.send` (line 3208) +- `src.ai_client._send_llama_native` (line 2958) +- `src.ai_client._send_minimax` (line 2616) +- `src.ai_client.run_with_tool_loop` (line 833) ### `src\api_hook_client.py` (49 producers) -- `src.api_hook_client.get_warmup_wait` (line 332) -- `src.api_hook_client.get_session` (line 502) -- `src.api_hook_client.trigger_patch` (line 274) -- `src.api_hook_client.get_gui_diagnostics` (line 311) -- `src.api_hook_client.get_performance` (line 318) -- `src.api_hook_client.approve_mma_ticket` (line 583) -- `src.api_hook_client.get_system_telemetry` (line 524) -- `src.api_hook_client.pause_mma_pipeline` (line 565) -- `src.api_hook_client.reject_patch` (line 288) -- `src.api_hook_client.mutate_mma_dag` (line 576) -- `src.api_hook_client.get_context_state` (line 491) -- `src.api_hook_client.post_gui` (line 149) -- `src.api_hook_client.get_node_status` (line 532) -- `src.api_hook_client.post_session` (line 117) -- `src.api_hook_client.post_project` (line 470) -- `src.api_hook_client.select_list_item` (line 256) -- `src.api_hook_client.select_tab` (line 263) -- `src.api_hook_client.clear_events` (line 129) -- `src.api_hook_client.get_project` (line 367) -- `src.api_hook_client.kill_mma_worker` (line 561) -- `src.api_hook_client.get_gui_state` (line 165) -- `src.api_hook_client.post_project` (line 473) -- `src.api_hook_client.get_gui_health` (line 434) -- `src.api_hook_client.get_text_value` (line 204) -- `src.api_hook_client.get_mma_status` (line 539) -- `src.api_hook_client.spawn_mma_worker` (line 553) - `src.api_hook_client.click` (line 223) -- `src.api_hook_client._make_request` (line 65) -- `src.api_hook_client.wait_for_event` (line 136) -- `src.api_hook_client.get_warmup_status` (line 325) -- `src.api_hook_client.get_mma_workers` (line 546) -- `src.api_hook_client.get_events` (line 124) -- `src.api_hook_client.get_io_pool_status` (line 420) -- `src.api_hook_client.get_status` (line 105) -- `src.api_hook_client.set_value` (line 212) -- `src.api_hook_client.inject_context` (line 484) -- `src.api_hook_client.get_startup_timeline` (line 353) -- `src.api_hook_client.push_event` (line 156) -- `src.api_hook_client.get_warmup_canaries` (line 342) -- `src.api_hook_client.drag` (line 230) -- `src.api_hook_client.get_indicator_state` (line 303) -- `src.api_hook_client.apply_patch` (line 281) -- `src.api_hook_client.get_patch_status` (line 295) -- `src.api_hook_client.wait_for_project_switch` (line 389) -- `src.api_hook_client.get_value` (line 172) -- `src.api_hook_client.get_project_switch_status` (line 374) +- `src.api_hook_client.select_tab` (line 263) - `src.api_hook_client.right_click` (line 237) -- `src.api_hook_client.resume_mma_pipeline` (line 572) +- `src.api_hook_client.get_warmup_status` (line 325) +- `src.api_hook_client.get_project_switch_status` (line 374) +- `src.api_hook_client.get_text_value` (line 204) +- `src.api_hook_client.drag` (line 230) +- `src.api_hook_client.spawn_mma_worker` (line 553) +- `src.api_hook_client.trigger_patch` (line 274) +- `src.api_hook_client.set_value` (line 212) +- `src.api_hook_client.wait_for_project_switch` (line 389) +- `src.api_hook_client.get_system_telemetry` (line 524) +- `src.api_hook_client.get_session` (line 502) +- `src.api_hook_client.pause_mma_pipeline` (line 565) +- `src.api_hook_client.get_node_status` (line 532) +- `src.api_hook_client.reject_patch` (line 288) +- `src.api_hook_client.clear_events` (line 129) +- `src.api_hook_client.get_indicator_state` (line 303) +- `src.api_hook_client.post_project` (line 470) +- `src.api_hook_client.mutate_mma_dag` (line 576) +- `src.api_hook_client.get_performance` (line 318) +- `src.api_hook_client.get_context_state` (line 491) +- `src.api_hook_client.select_list_item` (line 256) +- `src.api_hook_client.wait_for_event` (line 136) +- `src.api_hook_client.inject_context` (line 484) - `src.api_hook_client.get_financial_metrics` (line 520) +- `src.api_hook_client.get_warmup_canaries` (line 342) +- `src.api_hook_client.get_gui_diagnostics` (line 311) +- `src.api_hook_client.get_warmup_wait` (line 332) +- `src.api_hook_client.push_event` (line 156) +- `src.api_hook_client._make_request` (line 65) +- `src.api_hook_client.get_patch_status` (line 295) +- `src.api_hook_client.post_project` (line 473) +- `src.api_hook_client.get_startup_timeline` (line 353) +- `src.api_hook_client.resume_mma_pipeline` (line 572) +- `src.api_hook_client.post_gui` (line 149) +- `src.api_hook_client.get_value` (line 172) +- `src.api_hook_client.approve_mma_ticket` (line 583) +- `src.api_hook_client.get_gui_health` (line 434) +- `src.api_hook_client.apply_patch` (line 281) +- `src.api_hook_client.get_io_pool_status` (line 420) +- `src.api_hook_client.get_project` (line 367) +- `src.api_hook_client.get_events` (line 124) +- `src.api_hook_client.get_mma_status` (line 539) +- `src.api_hook_client.post_session` (line 117) +- `src.api_hook_client.get_gui_state` (line 165) +- `src.api_hook_client.get_status` (line 105) +- `src.api_hook_client.get_mma_workers` (line 546) +- `src.api_hook_client.kill_mma_worker` (line 561) ### `src\api_hooks.py` (2 producers) @@ -158,100 +158,100 @@ ### `src\app_controller.py` (72 producers) -- `src.app_controller._pending_mma_spawn` (line 2772) -- `src.app_controller._api_post_api_session` (line 178) +- `src.app_controller.get_symbol_definition` (line 69) +- `src.app_controller._extract_tool_name` (line 4460) +- `src.app_controller._api_get_api_session` (line 170) +- `src.app_controller._api_get_key` (line 100) +- `src.app_controller._api_get_gui_state` (line 123) +- `src.app_controller.get_api_project` (line 2853) +- `src.app_controller._offload_entry_payload` (line 4240) +- `src.app_controller.get_gui_state` (line 2829) +- `src.app_controller.__getattr__` (line 1273) +- `src.app_controller.rag_source` (line 1676) +- `src.app_controller._api_pending_actions` (line 335) +- `src.app_controller.current_model` (line 2796) +- `src.app_controller.pending_actions` (line 2874) +- `src.app_controller.get_session_insights` (line 3049) +- `src.app_controller._api_generate` (line 221) +- `src.app_controller.parse_symbols` (line 63) +- `src.app_controller.status` (line 2865) +- `src.app_controller.rag_collection_name` (line 1725) +- `src.app_controller.get_api_session` (line 2847) +- `src.app_controller._api_get_performance` (line 195) +- `src.app_controller.ai_status` (line 1598) +- `src.app_controller._get_discussion_names` (line 3741) +- `src.app_controller.get_performance` (line 2856) +- `src.app_controller._api_status` (line 209) +- `src.app_controller.stream` (line 2871) +- `src.app_controller.warmup_status` (line 2593) +- `src.app_controller.wait` (line 5205) +- `src.app_controller._api_post_gui` (line 162) +- `src.app_controller._confirm_and_run` (line 4402) - `src.app_controller.load_config` (line 5142) - `src.app_controller.post_gui` (line 2841) -- `src.app_controller.token_stats` (line 2898) -- `src.app_controller._api_get_api_project` (line 188) -- `src.app_controller._api_token_stats` (line 417) -- `src.app_controller._api_get_api_session` (line 170) -- `src.app_controller._confirm_and_run` (line 4402) -- `src.app_controller.current_model` (line 2796) -- `src.app_controller.rag_source` (line 1676) -- `src.app_controller._api_health` (line 116) -- `src.app_controller.current_provider` (line 2780) -- `src.app_controller._api_status` (line 209) -- `src.app_controller.startup_timeline` (line 1435) -- `src.app_controller._offload_entry_payload` (line 4240) -- `src.app_controller.warmup_status` (line 2593) -- `src.app_controller._get_discussion_names` (line 3741) -- `src.app_controller._api_post_gui` (line 162) -- `src.app_controller._api_confirm_action` (line 346) -- `src.app_controller.list_sessions` (line 2880) -- `src.app_controller.get_symbol_definition` (line 69) -- `src.app_controller.delete_session` (line 2889) -- `src.app_controller.get_performance` (line 2856) -- `src.app_controller.pending_actions` (line 2874) -- `src.app_controller.warmup_canaries` (line 2601) -- `src.app_controller._extract_tool_name` (line 4460) -- `src.app_controller.get_session_insights` (line 3049) -- `src.app_controller.parse_symbols` (line 63) -- `src.app_controller._api_list_sessions` (line 364) -- `src.app_controller.rag_mcp_server` (line 1711) -- `src.app_controller._compute_warmup_list` (line 2570) -- `src.app_controller._resolve_log_ref` (line 2145) -- `src.app_controller.stream` (line 2871) -- `src.app_controller._api_get_diagnostics` (line 202) -- `src.app_controller.get_gui_state` (line 2829) -- `src.app_controller._api_get_session` (line 374) -- `src.app_controller._api_pending_actions` (line 335) -- `src.app_controller.get_context` (line 2892) -- `src.app_controller.ai_status` (line 1598) -- `src.app_controller._api_get_context` (line 398) -- `src.app_controller.confirm_action` (line 2877) -- `src.app_controller._api_get_key` (line 100) -- `src.app_controller.active_project_root` (line 1546) -- `src.app_controller.submit_io` (line 2646) -- `src.app_controller.status` (line 2865) -- `src.app_controller.summary_cache` (line 1618) -- `src.app_controller.generate` (line 2868) -- `src.app_controller.get_api_project` (line 2853) -- `src.app_controller._api_generate` (line 221) -- `src.app_controller.rag_emb_provider` (line 1686) -- `src.app_controller.get_diagnostics` (line 2862) -- `src.app_controller.get_api_session` (line 2847) -- `src.app_controller._do_generate` (line 4004) -- `src.app_controller.mcp_config_json` (line 1734) -- `src.app_controller.wait` (line 5205) - `src.app_controller.ui_file_paths` (line 1764) -- `src.app_controller.__getattr__` (line 1273) -- `src.app_controller.get_api_key` (line 2823) -- `src.app_controller.get_mma_status` (line 2835) -- `src.app_controller._api_get_performance` (line 195) -- `src.app_controller.rag_mcp_tool` (line 1718) -- `src.app_controller.post_api_session` (line 2850) -- `src.app_controller._api_get_gui_state` (line 123) -- `src.app_controller._api_delete_session` (line 385) -- `src.app_controller._api_get_mma_status` (line 144) -- `src.app_controller.health` (line 2826) -- `src.app_controller._api_stream` (line 327) +- `src.app_controller._api_get_session` (line 374) +- `src.app_controller.token_stats` (line 2898) +- `src.app_controller.warmup_canaries` (line 2601) +- `src.app_controller._api_post_api_session` (line 178) - `src.app_controller.mma_status` (line 1606) -- `src.app_controller.get_session` (line 2883) +- `src.app_controller.rag_mcp_tool` (line 1718) +- `src.app_controller._resolve_log_ref` (line 2145) +- `src.app_controller.submit_io` (line 2646) +- `src.app_controller._api_confirm_action` (line 346) +- `src.app_controller.summary_cache` (line 1618) +- `src.app_controller.confirm_action` (line 2877) +- `src.app_controller.get_mma_status` (line 2835) +- `src.app_controller.health` (line 2826) +- `src.app_controller._pending_mma_spawn` (line 2772) +- `src.app_controller.get_diagnostics` (line 2862) +- `src.app_controller.startup_timeline` (line 1435) +- `src.app_controller._compute_warmup_list` (line 2570) +- `src.app_controller._api_token_stats` (line 417) +- `src.app_controller.post_api_session` (line 2850) - `src.app_controller._pending_mma_approval` (line 2776) -- `src.app_controller.rag_collection_name` (line 1725) +- `src.app_controller.get_context` (line 2892) +- `src.app_controller.get_session` (line 2883) +- `src.app_controller._api_list_sessions` (line 364) +- `src.app_controller._api_get_api_project` (line 188) +- `src.app_controller.rag_mcp_server` (line 1711) +- `src.app_controller.get_api_key` (line 2823) +- `src.app_controller.delete_session` (line 2889) +- `src.app_controller._api_get_context` (line 398) +- `src.app_controller.list_sessions` (line 2880) +- `src.app_controller._do_generate` (line 4004) +- `src.app_controller.current_provider` (line 2780) +- `src.app_controller.rag_emb_provider` (line 1686) +- `src.app_controller._api_get_mma_status` (line 144) +- `src.app_controller._api_health` (line 116) +- `src.app_controller._api_delete_session` (line 385) +- `src.app_controller._api_stream` (line 327) +- `src.app_controller._api_get_diagnostics` (line 202) +- `src.app_controller.active_project_root` (line 1546) +- `src.app_controller.mcp_config_json` (line 1734) +- `src.app_controller.generate` (line 2868) ### `src\beads_client.py` (2 producers) -- `src.beads_client._read_beads` (line 77) - `src.beads_client.create_bead` (line 42) +- `src.beads_client._read_beads` (line 77) ### `src\code_path_audit.py` (14 producers) -- `src.code_path_audit.generate_rationale` (line 606) -- `src.code_path_audit._extract_type_name` (line 172) -- `src.code_path_audit.to_markdown` (line 939) -- `src.code_path_audit.load_frequency_overrides` (line 494) -- `src.code_path_audit._atom` (line 865) +- `src.code_path_audit.render_rollups` (line 1264) +- `src.code_path_audit.load_memory_dim_overrides` (line 378) - `src.code_path_audit.read_input_json` (line 660) - `src.code_path_audit.to_tree` (line 1007) -- `src.code_path_audit._resolve_aliases` (line 224) -- `src.code_path_audit.render_rollups` (line 1268) -- `src.code_path_audit.to_dsl_v2` (line 871) -- `src.code_path_audit.code_path_audit_v2` (line 1349) -- `src.code_path_audit.parse_dsl_v2` (line 1034) - `src.code_path_audit.run_all_cross_audit_reads` (line 823) -- `src.code_path_audit.load_memory_dim_overrides` (line 378) +- `src.code_path_audit._atom` (line 865) +- `src.code_path_audit.to_dsl_v2` (line 871) +- `src.code_path_audit._resolve_aliases` (line 224) +- `src.code_path_audit.load_frequency_overrides` (line 494) +- `src.code_path_audit.code_path_audit_v2` (line 1305) +- `src.code_path_audit._extract_type_name` (line 172) +- `src.code_path_audit.to_markdown` (line 939) +- `src.code_path_audit.generate_rationale` (line 606) +- `src.code_path_audit.parse_dsl_v2` (line 1034) ### `src\code_path_audit_analysis.py` (2 producers) @@ -260,24 +260,29 @@ ### `src\code_path_audit_cross_audit.py` (5 producers) -- `src.code_path_audit_cross_audit._normalize_path` (line 66) -- `src.code_path_audit_cross_audit.map_finding_to_aggregates` (line 71) -- `src.code_path_audit_cross_audit.aggregate_findings` (line 93) - `src.code_path_audit_cross_audit._file_to_aggregates` (line 36) +- `src.code_path_audit_cross_audit.map_finding_to_aggregates` (line 71) - `src.code_path_audit_cross_audit._aggregate_for_fqname` (line 51) +- `src.code_path_audit_cross_audit._normalize_path` (line 66) +- `src.code_path_audit_cross_audit.aggregate_findings` (line 93) + +### `src\code_path_audit_gen.py` (2 producers) + +- `src.code_path_audit_gen.strip_h1` (line 17) +- `src.code_path_audit_gen.generate_audit_report` (line 24) ### `src\code_path_audit_render.py` (3 producers) - `src.code_path_audit_render.render_full_markdown` (line 16) -- `src.code_path_audit_render.render_call_graph_rollup` (line 309) - `src.code_path_audit_render.render_field_usage_rollup` (line 285) +- `src.code_path_audit_render.render_call_graph_rollup` (line 309) ### `src\code_path_audit_ssdl.py` (4 producers) -- `src.code_path_audit_ssdl.render_ssdl_sketch` (line 175) -- `src.code_path_audit_ssdl.suggest_defusing_technique` (line 128) - `src.code_path_audit_ssdl.render_organization_deductions` (line 259) - `src.code_path_audit_ssdl.render_ssdl_rollup` (line 221) +- `src.code_path_audit_ssdl.suggest_defusing_technique` (line 128) +- `src.code_path_audit_ssdl.render_ssdl_sketch` (line 175) ### `src\command_palette.py` (1 producer) @@ -285,9 +290,9 @@ ### `src\commands.py` (3 producers) +- `src.commands._get_real_registry` (line 47) - `src.commands.register` (line 39) - `src.commands.__getattr__` (line 43) -- `src.commands._get_real_registry` (line 47) ### `src\conductor_tech_lead.py` (2 producers) @@ -304,33 +309,33 @@ ### `src\events.py` (3 producers) -- `src.events.to_dict` (line 166) - `src.events._make_serializable` (line 170) +- `src.events.to_dict` (line 166) - `src.events.get` (line 119) ### `src\external_editor.py` (3 producers) -- `src.external_editor.create_temp_modified_file` (line 147) -- `src.external_editor.build_diff_command` (line 30) - `src.external_editor._find_vscode_common_paths` (line 90) +- `src.external_editor.build_diff_command` (line 30) +- `src.external_editor.create_temp_modified_file` (line 147) ### `src\file_cache.py` (10 producers) -- `src.file_cache.get_curated_view` (line 291) -- `src.file_cache.update_definition` (line 790) -- `src.file_cache.get_file_id` (line 895) -- `src.file_cache.get_targeted_view` (line 371) -- `src.file_cache.get_skeleton` (line 207) - `src.file_cache.find_id` (line 129) - `src.file_cache._get_name` (line 123) +- `src.file_cache.get_targeted_view` (line 371) +- `src.file_cache.get_file_id` (line 895) +- `src.file_cache.get_curated_view` (line 291) - `src.file_cache.get_definition` (line 538) -- `src.file_cache.get_code_outline` (line 748) +- `src.file_cache.get_skeleton` (line 207) +- `src.file_cache.update_definition` (line 790) - `src.file_cache.get_signature` (line 636) +- `src.file_cache.get_code_outline` (line 748) ### `src\fuzzy_anchor.py` (2 producers) -- `src.fuzzy_anchor.get_context` (line 9) - `src.fuzzy_anchor.create_slice` (line 20) +- `src.fuzzy_anchor.get_context` (line 9) ### `src\gemini_cli_adapter.py` (1 producer) @@ -338,26 +343,26 @@ ### `src\gui_2.py` (20 producers) -- `src.gui_2._populate_auto_slices_file_read_result` (line 7956) -- `src.gui_2.ui_message` (line 7544) -- `src.gui_2.askdirectory` (line 90) -- `src.gui_2.__getattr__` (line 742) -- `src.gui_2._capture_workspace_profile_ini_result` (line 8398) -- `src.gui_2._render_context_batch_actions_preview_result` (line 8167) -- `src.gui_2._render_ast_inspector_outline_result` (line 7863) -- `src.gui_2._resolve_font_path_result` (line 227) -- `src.gui_2._diag_layout_state_ini_text_result` (line 8373) -- `src.gui_2.missing_files` (line 806) -- `src.gui_2._render_warmup_status_indicator_result` (line 7732) -- `src.gui_2.app_debug_info` (line 810) -- `src.gui_2.current_provider` (line 772) -- `src.gui_2.askopenfilename` (line 88) -- `src.gui_2.truncate_entries` (line 173) -- `src.gui_2.ui_screenshot_paths` (line 1014) -- `src.gui_2.asksaveasfilename` (line 91) - `src.gui_2.current_model` (line 780) +- `src.gui_2.missing_files` (line 806) +- `src.gui_2._diag_layout_state_ini_text_result` (line 8373) +- `src.gui_2.askdirectory` (line 90) +- `src.gui_2.asksaveasfilename` (line 91) +- `src.gui_2._render_warmup_status_indicator_result` (line 7732) - `src.gui_2.ui_file_paths` (line 995) +- `src.gui_2.ui_message` (line 7544) +- `src.gui_2.app_debug_info` (line 810) +- `src.gui_2._render_context_batch_actions_preview_result` (line 8167) - `src.gui_2._populate_auto_slices_outline_result` (line 7926) +- `src.gui_2.ui_screenshot_paths` (line 1014) +- `src.gui_2.current_provider` (line 772) +- `src.gui_2.__getattr__` (line 742) +- `src.gui_2.askopenfilename` (line 88) +- `src.gui_2._render_ast_inspector_outline_result` (line 7863) +- `src.gui_2._populate_auto_slices_file_read_result` (line 7956) +- `src.gui_2._resolve_font_path_result` (line 227) +- `src.gui_2._capture_workspace_profile_ini_result` (line 8398) +- `src.gui_2.truncate_entries` (line 173) ### `src\history.py` (1 producer) @@ -369,18 +374,18 @@ ### `src\log_registry.py` (6 producers) -- `src.log_registry.get_old_non_whitelisted_sessions` (line 390) -- `src.log_registry.__getitem__` (line 93) -- `src.log_registry.to_dict` (line 81) - `src.log_registry.to_dict` (line 62) -- `src.log_registry.get` (line 105) +- `src.log_registry.to_dict` (line 81) - `src.log_registry.sessions` (line 155) +- `src.log_registry.__getitem__` (line 93) +- `src.log_registry.get` (line 105) +- `src.log_registry.get_old_non_whitelisted_sessions` (line 390) ### `src\markdown_helper.py` (4 producers) -- `src.markdown_helper.detect_language` (line 378) - `src.markdown_helper._normalize_bullet_delimiters` (line 215) - `src.markdown_helper._normalize_nested_list_endings` (line 228) +- `src.markdown_helper.detect_language` (line 378) - `src.markdown_helper._normalize_list_continuations` (line 254) ### `src\markdown_table.py` (1 producer) @@ -389,130 +394,130 @@ ### `src\mcp_client.py` (87 producers) -- `src.mcp_client.py_find_usages` (line 1431) -- `src.mcp_client.ts_c_update_definition_result` (line 496) -- `src.mcp_client.get_file_summary` (line 1093) -- `src.mcp_client.py_get_skeleton_result` (line 595) -- `src.mcp_client.ts_c_get_definition_result` (line 466) -- `src.mcp_client._ast_get_signature` (line 428) -- `src.mcp_client.get_tree` (line 1505) -- `src.mcp_client.py_set_signature` (line 1383) -- `src.mcp_client.ts_cpp_get_skeleton` (line 1217) -- `src.mcp_client.get_file_summary_result` (line 340) -- `src.mcp_client.dispatch` (line 1772) -- `src.mcp_client.ts_cpp_get_code_outline` (line 1231) -- `src.mcp_client.py_update_definition_result` (line 663) -- `src.mcp_client.read_file` (line 203) -- `src.mcp_client._build_tree` (line 1002) -- `src.mcp_client.py_get_signature_result` (line 684) -- `src.mcp_client._ast_update_definition` (line 432) -- `src.mcp_client.fetch_url_result` (line 1043) -- `src.mcp_client.get_git_diff_result` (line 397) -- `src.mcp_client.ts_cpp_update_definition_result` (line 576) -- `src.mcp_client.ts_cpp_update_definition` (line 1269) -- `src.mcp_client.async_dispatch` (line 1752) -- `src.mcp_client.py_get_definition_result` (line 646) -- `src.mcp_client.list_directory_result` (line 256) -- `src.mcp_client.ts_cpp_get_skeleton_result` (line 515) -- `src.mcp_client.py_get_imports` (line 1443) -- `src.mcp_client.search_files` (line 177) -- `src.mcp_client.py_get_var_declaration_result` (line 767) -- `src.mcp_client.read_file_result` (line 239) -- `src.mcp_client.derive_code_path` (line 1491) -- `src.mcp_client.ts_cpp_get_signature_result` (line 561) -- `src.mcp_client.py_get_symbol_info` (line 1335) -- `src.mcp_client.py_get_hierarchy` (line 1467) -- `src.mcp_client.py_set_signature_result` (line 714) -- `src.mcp_client.py_set_var_declaration` (line 1419) -- `src.mcp_client.py_get_class_summary` (line 1395) -- `src.mcp_client.py_check_syntax_result` (line 880) -- `src.mcp_client.ts_c_get_skeleton` (line 1149) -- `src.mcp_client.get_tool_schemas` (line 1954) -- `src.mcp_client.py_set_var_declaration_result` (line 789) -- `src.mcp_client.ts_cpp_get_definition` (line 1245) -- `src.mcp_client.get_all_tools` (line 1737) -- `src.mcp_client.py_get_imports_result` (line 853) -- `src.mcp_client.ts_c_get_code_outline` (line 1163) -- `src.mcp_client.py_get_definition` (line 1347) -- `src.mcp_client.set_file_slice` (line 1120) -- `src.mcp_client.search_files_result` (line 284) -- `src.mcp_client.py_update_definition` (line 1359) -- `src.mcp_client.ts_cpp_get_code_outline_result` (line 530) -- `src.mcp_client.get_file_slice` (line 1108) -- `src.mcp_client.web_search_result` (line 1026) -- `src.mcp_client.py_get_code_outline` (line 1323) -- `src.mcp_client.py_get_signature` (line 1371) -- `src.mcp_client.py_get_docstring` (line 1479) -- `src.mcp_client.py_get_symbol_info_result` (line 629) -- `src.mcp_client.derive_code_path_result` (line 923) -- `src.mcp_client.ts_cpp_get_signature` (line 1257) -- `src.mcp_client.ts_c_get_code_outline_result` (line 451) -- `src.mcp_client.edit_file_result` (line 312) -- `src.mcp_client._ast_get_definition` (line 424) -- `src.mcp_client.py_get_code_outline_result` (line 612) -- `src.mcp_client.ts_c_get_signature_result` (line 481) -- `src.mcp_client.get_ui_performance` (line 1601) -- `src.mcp_client.web_search` (line 1578) -- `src.mcp_client.get_tree_result` (line 992) -- `src.mcp_client.ts_cpp_get_definition_result` (line 546) -- `src.mcp_client.async_dispatch` (line 1939) -- `src.mcp_client.py_get_class_summary_result` (line 737) -- `src.mcp_client.get_ui_performance_result` (line 1066) -- `src.mcp_client.fetch_url` (line 1590) -- `src.mcp_client.py_get_docstring_result` (line 898) -- `src.mcp_client.set_file_slice_result` (line 374) -- `src.mcp_client.get_servers_status` (line 1748) -- `src.mcp_client.py_check_syntax` (line 1455) -- `src.mcp_client.edit_file` (line 1079) -- `src.mcp_client._ast_get_skeleton` (line 416) -- `src.mcp_client._ast_get_code_outline` (line 420) -- `src.mcp_client.get_file_slice_result` (line 357) - `src.mcp_client.get_git_diff` (line 1132) -- `src.mcp_client.ts_c_update_definition` (line 1201) +- `src.mcp_client.ts_cpp_get_definition` (line 1245) +- `src.mcp_client.dispatch` (line 1772) - `src.mcp_client.py_get_skeleton` (line 1311) -- `src.mcp_client.py_get_var_declaration` (line 1407) -- `src.mcp_client.py_find_usages_result` (line 811) -- `src.mcp_client.ts_c_get_skeleton_result` (line 436) -- `src.mcp_client.ts_c_get_definition` (line 1177) +- `src.mcp_client.list_directory_result` (line 256) +- `src.mcp_client.get_tree` (line 1505) +- `src.mcp_client.py_get_docstring_result` (line 898) +- `src.mcp_client.get_ui_performance` (line 1601) - `src.mcp_client.ts_c_get_signature` (line 1189) +- `src.mcp_client.ts_c_update_definition_result` (line 496) +- `src.mcp_client.py_get_skeleton_result` (line 595) +- `src.mcp_client.get_git_diff_result` (line 397) +- `src.mcp_client.py_get_code_outline` (line 1323) +- `src.mcp_client.ts_cpp_get_signature_result` (line 561) +- `src.mcp_client.py_get_imports_result` (line 853) +- `src.mcp_client.py_get_class_summary` (line 1395) +- `src.mcp_client.py_set_signature` (line 1383) +- `src.mcp_client.fetch_url_result` (line 1043) +- `src.mcp_client.py_get_class_summary_result` (line 737) +- `src.mcp_client.py_get_var_declaration_result` (line 767) +- `src.mcp_client.py_get_imports` (line 1443) +- `src.mcp_client.py_get_symbol_info_result` (line 629) +- `src.mcp_client.py_update_definition` (line 1359) +- `src.mcp_client.ts_c_get_code_outline_result` (line 451) +- `src.mcp_client._ast_get_code_outline` (line 420) +- `src.mcp_client.get_all_tools` (line 1737) +- `src.mcp_client.ts_c_get_definition_result` (line 466) +- `src.mcp_client.py_get_signature` (line 1371) +- `src.mcp_client.derive_code_path` (line 1491) +- `src.mcp_client.edit_file_result` (line 312) +- `src.mcp_client.async_dispatch` (line 1939) +- `src.mcp_client.get_servers_status` (line 1748) +- `src.mcp_client.read_file` (line 203) +- `src.mcp_client.get_tree_result` (line 992) +- `src.mcp_client.ts_cpp_update_definition` (line 1269) +- `src.mcp_client.edit_file` (line 1079) +- `src.mcp_client.py_get_var_declaration` (line 1407) +- `src.mcp_client.py_get_symbol_info` (line 1335) +- `src.mcp_client._ast_update_definition` (line 432) +- `src.mcp_client.py_get_hierarchy` (line 1467) - `src.mcp_client.list_directory` (line 191) +- `src.mcp_client.py_set_signature_result` (line 714) +- `src.mcp_client.ts_c_get_signature_result` (line 481) +- `src.mcp_client.web_search_result` (line 1026) +- `src.mcp_client.get_file_slice` (line 1108) +- `src.mcp_client.ts_cpp_update_definition_result` (line 576) +- `src.mcp_client.ts_c_update_definition` (line 1201) +- `src.mcp_client.py_get_definition_result` (line 646) +- `src.mcp_client.ts_c_get_skeleton_result` (line 436) +- `src.mcp_client.py_get_definition` (line 1347) +- `src.mcp_client.py_get_docstring` (line 1479) +- `src.mcp_client.web_search` (line 1578) +- `src.mcp_client.py_find_usages` (line 1431) +- `src.mcp_client.get_file_summary` (line 1093) +- `src.mcp_client.py_set_var_declaration` (line 1419) +- `src.mcp_client.ts_c_get_code_outline` (line 1163) +- `src.mcp_client.ts_cpp_get_signature` (line 1257) +- `src.mcp_client.get_file_summary_result` (line 340) +- `src.mcp_client.ts_cpp_get_code_outline_result` (line 530) +- `src.mcp_client.get_file_slice_result` (line 357) +- `src.mcp_client.py_check_syntax_result` (line 880) +- `src.mcp_client.ts_cpp_get_definition_result` (line 546) +- `src.mcp_client.get_ui_performance_result` (line 1066) +- `src.mcp_client.search_files_result` (line 284) +- `src.mcp_client.py_get_signature_result` (line 684) +- `src.mcp_client._build_tree` (line 1002) +- `src.mcp_client.set_file_slice` (line 1120) +- `src.mcp_client.ts_c_get_definition` (line 1177) +- `src.mcp_client.derive_code_path_result` (line 923) +- `src.mcp_client.py_get_code_outline_result` (line 612) +- `src.mcp_client.py_update_definition_result` (line 663) +- `src.mcp_client.py_find_usages_result` (line 811) +- `src.mcp_client.py_check_syntax` (line 1455) +- `src.mcp_client.fetch_url` (line 1590) +- `src.mcp_client.ts_cpp_get_skeleton` (line 1217) +- `src.mcp_client.set_file_slice_result` (line 374) +- `src.mcp_client._ast_get_skeleton` (line 416) +- `src.mcp_client.py_set_var_declaration_result` (line 789) +- `src.mcp_client.read_file_result` (line 239) +- `src.mcp_client.get_tool_schemas` (line 1954) +- `src.mcp_client._ast_get_signature` (line 428) +- `src.mcp_client.async_dispatch` (line 1752) +- `src.mcp_client.search_files` (line 177) +- `src.mcp_client.ts_cpp_get_code_outline` (line 1231) +- `src.mcp_client.ts_c_get_skeleton` (line 1149) +- `src.mcp_client.ts_cpp_get_skeleton_result` (line 515) +- `src.mcp_client._ast_get_definition` (line 424) ### `src\mcp_tool_specs.py` (3 producers) - `src.mcp_tool_specs.tool_names` (line 77) -- `src.mcp_tool_specs.to_dict` (line 33) - `src.mcp_tool_specs.to_dict` (line 46) +- `src.mcp_tool_specs.to_dict` (line 33) ### `src\models.py` (28 producers) -- `src.models.to_dict` (line 355) -- `src.models.to_dict` (line 737) -- `src.models.to_dict` (line 855) -- `src.models.to_dict` (line 1059) -- `src.models.provider` (line 770) -- `src.models.to_dict` (line 672) -- `src.models.to_dict` (line 596) -- `src.models.to_dict` (line 558) -- `src.models._load_config_from_disk` (line 186) -- `src.models.to_dict` (line 1024) -- `src.models.to_dict` (line 288) -- `src.models.to_dict` (line 618) -- `src.models.get` (line 349) -- `src.models.model` (line 775) -- `src.models.to_dict` (line 1000) -- `src.models.__getattr__` (line 271) - `src.models.to_dict` (line 913) +- `src.models.to_dict` (line 701) +- `src.models.get` (line 349) +- `src.models.provider` (line 770) - `src.models.to_dict` (line 886) -- `src.models.to_dict` (line 441) - `src.models.to_dict` (line 646) -- `src.models.to_dict` (line 406) -- `src.models._clean_nones` (line 179) -- `src.models.to_dict` (line 938) +- `src.models.model` (line 775) - `src.models.parse_history_entries` (line 214) +- `src.models.to_dict` (line 938) - `src.models.to_dict` (line 794) +- `src.models.to_dict` (line 737) - `src.models.to_dict` (line 486) - `src.models.to_dict` (line 971) -- `src.models.to_dict` (line 701) +- `src.models.to_dict` (line 355) +- `src.models.to_dict` (line 1059) +- `src.models.to_dict` (line 1024) +- `src.models._load_config_from_disk` (line 186) +- `src.models.to_dict` (line 672) +- `src.models._clean_nones` (line 179) +- `src.models.to_dict` (line 855) +- `src.models.to_dict` (line 1000) +- `src.models.__getattr__` (line 271) +- `src.models.to_dict` (line 288) +- `src.models.to_dict` (line 596) +- `src.models.to_dict` (line 558) +- `src.models.to_dict` (line 441) +- `src.models.to_dict` (line 618) +- `src.models.to_dict` (line 406) ### `src\module_loader.py` (1 producer) @@ -524,9 +529,9 @@ ### `src\openai_schemas.py` (3 producers) -- `src.openai_schemas.to_legacy_dict` (line 80) -- `src.openai_schemas.to_dict` (line 35) - `src.openai_schemas.to_dict` (line 54) +- `src.openai_schemas.to_dict` (line 35) +- `src.openai_schemas.to_legacy_dict` (line 80) ### `src\orchestrator_pm.py` (2 producers) @@ -535,14 +540,14 @@ ### `src\outline_tool.py` (3 producers) -- `src.outline_tool.get_outline` (line 127) - `src.outline_tool.get_docstring` (line 56) - `src.outline_tool.outline` (line 44) +- `src.outline_tool.get_outline` (line 127) ### `src\paths.py` (2 producers) -- `src.paths.get_full_path_info` (line 281) - `src.paths.info` (line 286) +- `src.paths.get_full_path_info` (line 281) ### `src\performance_monitor.py` (1 producer) @@ -550,33 +555,33 @@ ### `src\personas.py` (3 producers) -- `src.personas.load_all` (line 29) - `src.personas._load_file` (line 86) +- `src.personas.load_all` (line 29) - `src.personas.get_persona_scope` (line 61) ### `src\presets.py` (3 producers) +- `src.presets.load_all` (line 24) - `src.presets.get_preset_scope` (line 84) - `src.presets._load_file` (line 99) -- `src.presets.load_all` (line 24) ### `src\project_manager.py` (15 producers) -- `src.project_manager.get_all_tracks` (line 342) -- `src.project_manager.load_history` (line 209) -- `src.project_manager.load_track_history` (line 314) -- `src.project_manager.calculate_track_progress` (line 420) -- `src.project_manager.load_project` (line 186) -- `src.project_manager.default_discussion` (line 117) -- `src.project_manager.flat_config` (line 267) - `src.project_manager.entry_to_str` (line 49) -- `src.project_manager.now_ts` (line 39) -- `src.project_manager.clean_nones` (line 220) -- `src.project_manager.str_to_entry` (line 75) -- `src.project_manager.default_project` (line 123) -- `src.project_manager.migrate_from_legacy_config` (line 253) -- `src.project_manager.get_git_commit` (line 104) +- `src.project_manager.load_history` (line 209) - `src.project_manager.format_discussion` (line 69) +- `src.project_manager.str_to_entry` (line 75) +- `src.project_manager.calculate_track_progress` (line 420) +- `src.project_manager.get_git_commit` (line 104) +- `src.project_manager.clean_nones` (line 220) +- `src.project_manager.default_discussion` (line 117) +- `src.project_manager.default_project` (line 123) +- `src.project_manager.now_ts` (line 39) +- `src.project_manager.get_all_tracks` (line 342) +- `src.project_manager.load_project` (line 186) +- `src.project_manager.load_track_history` (line 314) +- `src.project_manager.migrate_from_legacy_config` (line 253) +- `src.project_manager.flat_config` (line 267) ### `src\provider_state.py` (1 producer) @@ -588,9 +593,9 @@ ### `src\rag_engine.py` (3 producers) -- `src.rag_engine.get_all_indexed_paths` (line 382) - `src.rag_engine._chunk_text` (line 210) - `src.rag_engine._read_file_content_result` (line 278) +- `src.rag_engine.get_all_indexed_paths` (line 382) ### `src\result_types.py` (1 producer) @@ -598,9 +603,9 @@ ### `src\session_logger.py` (3 producers) -- `src.session_logger.log_tool_call` (line 166) -- `src.session_logger._now_ts` (line 57) - `src.session_logger.log_tool_output` (line 211) +- `src.session_logger._now_ts` (line 57) +- `src.session_logger.log_tool_call` (line 166) ### `src\shell_runner.py` (3 producers) @@ -614,18 +619,18 @@ ### `src\summarize.py` (7 producers) -- `src.summarize._summarise_generic` (line 121) - `src.summarize.summarise_items` (line 194) -- `src.summarize.build_summary_markdown` (line 212) -- `src.summarize.summarise_file` (line 159) - `src.summarize._summarise_markdown` (line 105) -- `src.summarize._summarise_python` (line 31) +- `src.summarize._summarise_generic` (line 121) - `src.summarize._summarise_toml` (line 78) +- `src.summarize.summarise_file` (line 159) +- `src.summarize.build_summary_markdown` (line 212) +- `src.summarize._summarise_python` (line 31) ### `src\summary_cache.py` (3 producers) -- `src.summary_cache.get_stats` (line 102) - `src.summary_cache.get_file_hash` (line 10) +- `src.summary_cache.get_stats` (line 102) - `src.summary_cache.get_summary` (line 57) ### `src\synthesis_formatter.py` (1 producer) @@ -634,19 +639,19 @@ ### `src\theme_2.py` (6 producers) -- `src.theme_2.get_palette_names` (line 291) -- `src.theme_2.get_syntax_palette_for_theme` (line 351) -- `src.theme_2.get_current_font_path` (line 123) -- `src.theme_2.get_current_palette` (line 117) - `src.theme_2.get_font_loading_params` (line 377) - `src.theme_2._build_semantic_colour_dict` (line 52) +- `src.theme_2.get_syntax_palette_for_theme` (line 351) +- `src.theme_2.get_current_palette` (line 117) +- `src.theme_2.get_current_font_path` (line 123) +- `src.theme_2.get_palette_names` (line 291) ### `src\theme_models.py` (4 producers) - `src.theme_models.load_themes_from_dir` (line 181) -- `src.theme_models.to_dict` (line 137) - `src.theme_models.to_dict` (line 107) - `src.theme_models.load_themes_from_toml` (line 200) +- `src.theme_models.to_dict` (line 137) ### `src\tool_bias.py` (1 producer) @@ -655,8 +660,8 @@ ### `src\tool_presets.py` (4 producers) - `src.tool_presets._read_raw` (line 28) -- `src.tool_presets.load_all_presets` (line 42) - `src.tool_presets.load_all_bias_profiles` (line 91) +- `src.tool_presets.load_all_presets` (line 42) - `src.tool_presets.load_all` (line 63) ### `src\vendor_capabilities.py` (1 producer) @@ -674,369 +679,374 @@ - `src.workspace_manager.load_all_profiles` (line 30) - `src.workspace_manager._load_file` (line 72) -## Consumers (752) +## Consumers (754) ### `src\aggregate.py` (14 consumers) -- `src.aggregate.is_absolute_with_drive` (line 60) -- `src.aggregate._build_files_section_from_items` (line 300) -- `src.aggregate.group_files_by_dir` (line 86) - `src.aggregate.compute_file_stats` (line 104) -- `src.aggregate.build_discussion_text` (line 373) -- `src.aggregate.build_markdown` (line 475) -- `src.aggregate.resolve_paths` (line 68) - `src.aggregate.build_tier3_context` (line 382) -- `src.aggregate.build_markdown_no_history` (line 366) +- `src.aggregate.is_absolute_with_drive` (line 60) - `src.aggregate.build_discussion_section` (line 125) -- `src.aggregate.build_screenshots_section` (line 142) +- `src.aggregate.resolve_paths` (line 68) +- `src.aggregate.group_files_by_dir` (line 86) - `src.aggregate.find_next_increment` (line 50) - `src.aggregate.run` (line 479) +- `src.aggregate.build_markdown_no_history` (line 366) +- `src.aggregate.build_markdown` (line 475) +- `src.aggregate.build_screenshots_section` (line 142) +- `src.aggregate.build_discussion_text` (line 373) +- `src.aggregate._build_files_section_from_items` (line 300) - `src.aggregate.build_markdown_from_items` (line 348) ### `src\ai_client.py` (74 consumers) -- `src.ai_client._send_gemini` (line 1802) -- `src.ai_client.run_tier4_analysis` (line 3082) -- `src.ai_client._send_llama_native` (line 2958) -- `src.ai_client._list_deepseek_models` (line 2135) -- `src.ai_client._extract_gemini_thoughts_result` (line 1768) -- `src.ai_client._classify_minimax_error` (line 375) -- `src.ai_client._add_bleed_derived` (line 3332) -- `src.ai_client.set_current_tier` (line 163) -- `src.ai_client._send_cli_round_result` (line 1746) -- `src.ai_client._extract_dashscope_tool_calls` (line 2754) -- `src.ai_client._strip_cache_controls` (line 1291) -- `src.ai_client._estimate_prompt_tokens` (line 1243) -- `src.ai_client.list_models` (line 506) -- `src.ai_client._run_script` (line 1038) -- `src.ai_client._strip_private_keys` (line 1464) -- `src.ai_client._dashscope_exception_from_response` (line 2750) -- `src.ai_client.set_agent_tools` (line 532) -- `src.ai_client.run_tier4_patch_generation` (line 3157) -- `src.ai_client.set_bias_profile` (line 611) -- `src.ai_client._build_chunked_context_blocks` (line 1281) -- `src.ai_client.run_tier4_patch_callback` (line 3115) -- `src.ai_client._pre_dispatch` (line 2089) -- `src.ai_client._send_minimax` (line 2616) -- `src.ai_client._send_qwen` (line 2773) -- `src.ai_client.get_token_stats` (line 3185) -- `src.ai_client._trim_anthropic_history` (line 1353) -- `src.ai_client.run_discussion_compression` (line 3409) -- `src.ai_client._run_tier4_patch_callback_result` (line 3089) -- `src.ai_client._set_tool_preset_result` (line 539) -- `src.ai_client._run_tier4_analysis_result` (line 3042) -- `src.ai_client._extract_minimax_reasoning` (line 2677) -- `src.ai_client._dashscope_call` (line 2716) +- `src.ai_client._count_gemini_tokens_for_stats_result` (line 3163) - `src.ai_client._create_gemini_cache_result` (line 1706) -- `src.ai_client._repair_minimax_history` (line 2462) +- `src.ai_client._dashscope_exception_from_response` (line 2750) +- `src.ai_client._list_gemini_models_result` (line 1626) +- `src.ai_client._strip_private_keys` (line 1464) +- `src.ai_client._classify_minimax_error` (line 375) +- `src.ai_client._truncate_tool_output` (line 1047) +- `src.ai_client._classify_gemini_error` (line 333) +- `src.ai_client._run_tier4_analysis_result` (line 3042) +- `src.ai_client._add_bleed_derived` (line 3332) +- `src.ai_client._try_warm_sdk_result` (line 298) +- `src.ai_client.set_project_context_marker` (line 214) +- `src.ai_client.get_token_stats` (line 3185) +- `src.ai_client.run_subagent_summarization` (line 3356) +- `src.ai_client.run_tier4_analysis` (line 3082) +- `src.ai_client._set_bias_profile_result` (line 590) +- `src.ai_client._parse_tool_args_result` (line 741) - `src.ai_client._classify_anthropic_error` (line 315) - `src.ai_client._should_cache_gemini_result` (line 1679) -- `src.ai_client.set_base_system_prompt` (line 206) -- `src.ai_client._set_minimax_provider_result` (line 398) -- `src.ai_client._count_gemini_tokens_for_stats_result` (line 3163) -- `src.ai_client.run_with_tool_loop` (line 833) -- `src.ai_client.set_project_context_marker` (line 214) - `src.ai_client._repair_anthropic_history` (line 1381) -- `src.ai_client._add_history_cache_breakpoint` (line 1299) -- `src.ai_client._send_gemini_cli` (line 2019) -- `src.ai_client._content_block_to_dict` (line 1200) -- `src.ai_client._list_gemini_models_result` (line 1626) -- `src.ai_client.set_custom_system_prompt` (line 201) +- `src.ai_client._dashscope_call` (line 2716) - `src.ai_client._strip_stale_file_refreshes` (line 1253) -- `src.ai_client._append_comms` (line 257) -- `src.ai_client._classify_deepseek_error` (line 349) -- `src.ai_client.ollama_chat` (line 2938) -- `src.ai_client.set_provider` (line 417) -- `src.ai_client.send` (line 3208) -- `src.ai_client._truncate_tool_output` (line 1047) -- `src.ai_client._execute_tool_calls_concurrently` (line 758) -- `src.ai_client._repair_deepseek_history` (line 2138) -- `src.ai_client._execute_single_tool_call_async` (line 945) -- `src.ai_client.set_tool_preset` (line 576) -- `src.ai_client._invalidate_token_estimate` (line 1240) -- `src.ai_client._send_grok` (line 2530) -- `src.ai_client._send_anthropic` (line 1405) -- `src.ai_client._parse_tool_args_result` (line 741) +- `src.ai_client.list_models` (line 506) +- `src.ai_client._strip_cache_controls` (line 1291) - `src.ai_client._send_deepseek` (line 2165) -- `src.ai_client.run_subagent_summarization` (line 3356) - `src.ai_client._list_minimax_models_result` (line 2436) -- `src.ai_client._try_warm_sdk_result` (line 298) -- `src.ai_client._set_bias_profile_result` (line 590) +- `src.ai_client.set_custom_system_prompt` (line 201) - `src.ai_client._trim_minimax_history` (line 2482) - `src.ai_client._send_llama` (line 2858) -- `src.ai_client._classify_gemini_error` (line 333) -- `src.ai_client._get_gemini_history_list` (line 1795) -- `src.ai_client._chunk_text` (line 1278) -- `src.ai_client._run_tier4_patch_generation_result` (line 3118) +- `src.ai_client._run_script` (line 1038) +- `src.ai_client._content_block_to_dict` (line 1200) +- `src.ai_client._build_chunked_context_blocks` (line 1281) +- `src.ai_client.set_current_tier` (line 163) +- `src.ai_client._set_tool_preset_result` (line 539) +- `src.ai_client.set_tool_preset` (line 576) +- `src.ai_client._trim_anthropic_history` (line 1353) +- `src.ai_client.set_bias_profile` (line 611) +- `src.ai_client.run_tier4_patch_callback` (line 3115) - `src.ai_client._estimate_message_tokens` (line 1218) +- `src.ai_client._extract_dashscope_tool_calls` (line 2754) +- `src.ai_client._repair_minimax_history` (line 2462) +- `src.ai_client._extract_minimax_reasoning` (line 2677) +- `src.ai_client.set_agent_tools` (line 532) +- `src.ai_client.set_base_system_prompt` (line 206) +- `src.ai_client._repair_deepseek_history` (line 2138) +- `src.ai_client._add_history_cache_breakpoint` (line 1299) +- `src.ai_client._execute_tool_calls_concurrently` (line 758) +- `src.ai_client._estimate_prompt_tokens` (line 1243) +- `src.ai_client._list_deepseek_models` (line 2135) +- `src.ai_client._send_gemini_cli` (line 2019) +- `src.ai_client.run_discussion_compression` (line 3409) +- `src.ai_client._send_qwen` (line 2773) +- `src.ai_client._run_tier4_patch_callback_result` (line 3089) +- `src.ai_client._extract_gemini_thoughts_result` (line 1768) +- `src.ai_client._send_gemini` (line 1802) +- `src.ai_client._execute_single_tool_call_async` (line 945) +- `src.ai_client._set_minimax_provider_result` (line 398) +- `src.ai_client._pre_dispatch` (line 2089) +- `src.ai_client._invalidate_token_estimate` (line 1240) +- `src.ai_client.ollama_chat` (line 2938) +- `src.ai_client._run_tier4_patch_generation_result` (line 3118) +- `src.ai_client._classify_deepseek_error` (line 349) +- `src.ai_client._get_gemini_history_list` (line 1795) +- `src.ai_client._send_anthropic` (line 1405) +- `src.ai_client._send_cli_round_result` (line 1746) +- `src.ai_client.send` (line 3208) +- `src.ai_client._send_llama_native` (line 2958) +- `src.ai_client.run_tier4_patch_generation` (line 3157) +- `src.ai_client._send_grok` (line 2530) +- `src.ai_client.set_provider` (line 417) +- `src.ai_client._send_minimax` (line 2616) +- `src.ai_client.run_with_tool_loop` (line 833) +- `src.ai_client._append_comms` (line 257) +- `src.ai_client._chunk_text` (line 1278) ### `src\api_hook_client.py` (26 consumers) -- `src.api_hook_client.approve_mma_ticket` (line 583) -- `src.api_hook_client.post_project` (line 473) -- `src.api_hook_client.mutate_mma_dag` (line 576) -- `src.api_hook_client.post_gui` (line 149) -- `src.api_hook_client.get_node_status` (line 532) -- `src.api_hook_client.select_tab` (line 263) -- `src.api_hook_client.kill_mma_worker` (line 561) -- `src.api_hook_client.drag` (line 230) -- `src.api_hook_client.get_text_value` (line 204) -- `src.api_hook_client.right_click` (line 237) -- `src.api_hook_client.spawn_mma_worker` (line 553) -- `src.api_hook_client.click` (line 223) -- `src.api_hook_client._make_request` (line 65) -- `src.api_hook_client.wait_for_event` (line 136) -- `src.api_hook_client.request_confirmation` (line 244) -- `src.api_hook_client.set_value` (line 212) -- `src.api_hook_client.inject_context` (line 484) - `src.api_hook_client.__init__` (line 58) -- `src.api_hook_client.push_event` (line 156) -- `src.api_hook_client.get_indicator_state` (line 303) -- `src.api_hook_client.wait_for_project_switch` (line 389) +- `src.api_hook_client.get_text_value` (line 204) - `src.api_hook_client.get_value` (line 172) -- `src.api_hook_client.post_session` (line 117) +- `src.api_hook_client.drag` (line 230) +- `src.api_hook_client.spawn_mma_worker` (line 553) +- `src.api_hook_client.wait_for_project_switch` (line 389) +- `src.api_hook_client.get_indicator_state` (line 303) +- `src.api_hook_client.right_click` (line 237) +- `src.api_hook_client.mutate_mma_dag` (line 576) - `src.api_hook_client.trigger_patch` (line 274) -- `src.api_hook_client.post_project` (line 470) +- `src.api_hook_client.set_value` (line 212) - `src.api_hook_client.select_list_item` (line 256) +- `src.api_hook_client.wait_for_event` (line 136) +- `src.api_hook_client.get_node_status` (line 532) +- `src.api_hook_client.post_project` (line 470) +- `src.api_hook_client.request_confirmation` (line 244) +- `src.api_hook_client.push_event` (line 156) +- `src.api_hook_client._make_request` (line 65) +- `src.api_hook_client.post_project` (line 473) +- `src.api_hook_client.post_gui` (line 149) +- `src.api_hook_client.approve_mma_ticket` (line 583) +- `src.api_hook_client.inject_context` (line 484) +- `src.api_hook_client.post_session` (line 117) +- `src.api_hook_client.kill_mma_worker` (line 561) +- `src.api_hook_client.click` (line 223) +- `src.api_hook_client.select_tab` (line 263) ### `src\api_hooks.py` (10 consumers) +- `src.api_hooks._has_app_attr` (line 66) +- `src.api_hooks._safe_controller_result` (line 81) +- `src.api_hooks._serialize_for_api` (line 142) +- `src.api_hooks._parse_float_result` (line 100) - `src.api_hooks._get_app_attr` (line 56) - `src.api_hooks.__init__` (line 910) -- `src.api_hooks.__init__` (line 133) -- `src.api_hooks._safe_controller_result` (line 81) -- `src.api_hooks._parse_float_result` (line 100) - `src.api_hooks._set_app_attr` (line 72) -- `src.api_hooks.__init__` (line 857) +- `src.api_hooks.__init__` (line 133) - `src.api_hooks.log_message` (line 853) -- `src.api_hooks._has_app_attr` (line 66) -- `src.api_hooks._serialize_for_api` (line 142) +- `src.api_hooks.__init__` (line 857) ### `src\api_hooks_helpers.py` (3 consumers) +- `src.api_hooks_helpers._set_app_attr` (line 19) - `src.api_hooks_helpers._get_app_attr` (line 3) - `src.api_hooks_helpers._has_app_attr` (line 13) -- `src.api_hooks_helpers._set_app_attr` (line 19) ### `src\app_controller.py` (123 consumers) -- `src.app_controller._flush_to_project_result` (line 2180) -- `src.app_controller._handle_mma_state_update` (line 460) -- `src.app_controller._on_comms_entry` (line 4282) -- `src.app_controller._rename_discussion` (line 4115) -- `src.app_controller._topological_sort_tickets_result` (line 4708) -- `src.app_controller.ui_file_paths` (line 1768) -- `src.app_controller.rag_emb_provider` (line 1690) -- `src.app_controller._cb_save_view_preset` (line 3696) -- `src.app_controller._handle_set_tool_log_dirty` (line 737) -- `src.app_controller._api_get_session` (line 374) -- `src.app_controller._set_rag_status` (line 3434) -- `src.app_controller.__init__` (line 5194) -- `src.app_controller.mutate_dag` (line 4877) -- `src.app_controller.cb_load_prior_log` (line 2120) -- `src.app_controller._save_fallback_project_result` (line 2461) -- `src.app_controller._handle_clear_summary_cache` (line 3372) -- `src.app_controller._update_gcli_adapter` (line 1831) -- `src.app_controller._delete_discussion` (line 4131) -- `src.app_controller._handle_click` (line 583) -- `src.app_controller._symbol_resolution_result` (line 3506) -- `src.app_controller.current_provider` (line 2784) -- `src.app_controller._on_ai_stream` (line 4271) -- `src.app_controller._api_post_gui` (line 162) -- `src.app_controller._handle_hide_patch_modal` (line 751) -- `src.app_controller._api_confirm_action` (line 346) -- `src.app_controller._cb_load_track_result` (line 5013) -- `src.app_controller.get_symbol_definition` (line 69) -- `src.app_controller._create_discussion` (line 4081) -- `src.app_controller.delete_session` (line 2889) -- `src.app_controller._handle_mma_step_approval` (line 648) -- `src.app_controller.mma_status` (line 1610) -- `src.app_controller._cb_save_workspace_profile` (line 2910) +- `src.app_controller._set_mcp_config_json_result` (line 1745) +- `src.app_controller._offload_entry_payload` (line 4240) +- `src.app_controller.__getattr__` (line 1273) - `src.app_controller._spawn_worker` (line 4829) -- `src.app_controller._extract_tool_name` (line 4460) -- `src.app_controller.__init__` (line 5172) -- `src.app_controller.approve_ticket` (line 4864) -- `src.app_controller.__init__` (line 78) -- `src.app_controller._do_project_switch` (line 3146) -- `src.app_controller._handle_show_track_proposal` (line 538) -- `src.app_controller.load_context_preset` (line 3394) -- `src.app_controller._handle_set_value` (line 562) -- `src.app_controller.parse_symbols` (line 63) -- `src.app_controller.inject_context` (line 2523) -- `src.app_controller._cb_start_track` (line 4662) -- `src.app_controller._append_tool_log` (line 4381) -- `src.app_controller._cb_delete_persona` (line 3689) -- `src.app_controller._test_callback_func_write_to_file` (line 1932) -- `src.app_controller._apply_preset` (line 3616) -- `src.app_controller._resolve_log_ref` (line 2145) -- `src.app_controller._list_models_for_provider_result` (line 3544) -- `src.app_controller._cb_ticket_retry` (line 4809) -- `src.app_controller._handle_custom_callback` (line 543) -- `src.app_controller.kill_worker` (line 4841) -- `src.app_controller._handle_set_mma_status` (line 525) -- `src.app_controller.resolve_pending_action` (line 4442) - `src.app_controller._record_startup_timeline_error` (line 1412) -- `src.app_controller._on_api_event` (line 4260) -- `src.app_controller._api_delete_session` (line 385) -- `src.app_controller._refresh_api_metrics` (line 3074) -- `src.app_controller._handle_clear_ask` (line 641) -- `src.app_controller.rag_mcp_server` (line 1714) -- `src.app_controller._fetch_models` (line 3565) -- `src.app_controller.current_model` (line 2800) -- `src.app_controller.confirm_action` (line 2877) +- `src.app_controller._handle_ai_response` (line 428) +- `src.app_controller.ai_status` (line 1602) +- `src.app_controller._apply_preset` (line 3616) - `src.app_controller._cb_ticket_skip` (line 4819) -- `src.app_controller._api_get_key` (line 100) -- `src.app_controller._handle_drag` (line 613) -- `src.app_controller._rag_search_result` (line 3488) -- `src.app_controller._deserialize_active_track_result` (line 2195) -- `src.app_controller.rag_source` (line 1680) -- `src.app_controller.start_services` (line 2560) -- `src.app_controller._handle_select_list_item` (line 628) -- `src.app_controller._cb_apply_view_preset` (line 3714) -- `src.app_controller._handle_refresh_from_project` (line 741) -- `src.app_controller._handle_ask` (line 635) -- `src.app_controller._cb_delete_bias_profile` (line 3678) +- `src.app_controller._cb_load_track_result` (line 5013) +- `src.app_controller._handle_show_patch_modal` (line 745) +- `src.app_controller._fetch_models` (line 3565) +- `src.app_controller._handle_hide_patch_modal` (line 751) +- `src.app_controller._handle_clear_ask` (line 641) +- `src.app_controller._execute_gui_task_result` (line 1866) +- `src.app_controller.mcp_config_json` (line 1737) +- `src.app_controller._start_track_logic` (line 4721) +- `src.app_controller._cb_save_bias_profile` (line 3671) - `src.app_controller._on_tool_log` (line 4230) - `src.app_controller._cb_load_workspace_profile` (line 2930) -- `src.app_controller.__getattr__` (line 1273) -- `src.app_controller._init_ai_and_hooks` (line 2718) -- `src.app_controller._report_worker_error` (line 3528) -- `src.app_controller._handle_ticket_completed` (line 710) +- `src.app_controller.ui_file_paths` (line 1768) +- `src.app_controller._handle_mma_step_approval` (line 648) - `src.app_controller._cb_create_track` (line 4944) -- `src.app_controller._confirm_and_run` (line 4402) -- `src.app_controller._set_mcp_config_json_result` (line 1745) -- `src.app_controller.get_api_key` (line 2823) -- `src.app_controller.mcp_config_json` (line 1737) -- `src.app_controller._handle_set_ai_status` (line 521) +- `src.app_controller.parse_symbols` (line 63) +- `src.app_controller._handle_click` (line 583) - `src.app_controller._handle_mma_stream` (line 529) -- `src.app_controller.post_api_session` (line 2850) -- `src.app_controller._cb_save_bias_profile` (line 3671) +- `src.app_controller.__init__` (line 5172) +- `src.app_controller._refresh_api_metrics` (line 3074) +- `src.app_controller.current_provider` (line 2784) +- `src.app_controller.inject_context` (line 2523) +- `src.app_controller._symbol_resolution_result` (line 3506) +- `src.app_controller._on_api_event` (line 4260) - `src.app_controller._on_performance_alert` (line 3038) -- `src.app_controller._start_track_logic_result` (line 4728) -- `src.app_controller._handle_refresh_api_metrics` (line 517) -- `src.app_controller._on_warmup_complete_for_timeline` (line 1504) -- `src.app_controller.set_vendor_quota` (line 3101) -- `src.app_controller._switch_project` (line 3193) -- `src.app_controller._load_project_from_path_result` (line 2446) -- `src.app_controller._on_sigint` (line 780) -- `src.app_controller._start_track_logic` (line 4721) -- `src.app_controller._switch_discussion` (line 3749) -- `src.app_controller._handle_right_click` (line 621) -- `src.app_controller._handle_show_patch_modal` (line 745) -- `src.app_controller._offload_entry_payload` (line 4240) -- `src.app_controller._cb_delete_view_preset` (line 3724) -- `src.app_controller.get_session` (line 2883) -- `src.app_controller.rag_mcp_tool` (line 1721) -- `src.app_controller._cb_delete_workspace_profile` (line 2921) -- `src.app_controller._handle_mma_respond` (line 4972) -- `src.app_controller._api_post_api_session` (line 178) -- `src.app_controller._execute_gui_task_result` (line 1866) -- `src.app_controller._handle_ticket_started` (line 689) -- `src.app_controller.post_gui` (line 2841) -- `src.app_controller._cb_load_track` (line 5000) -- `src.app_controller._cb_save_persona` (line 3682) -- `src.app_controller._parse_token_history_first_ts_result` (line 2232) +- `src.app_controller.__init__` (line 5194) - `src.app_controller.rag_collection_name` (line 1728) -- `src.app_controller._handle_set_comms_dirty` (line 733) -- `src.app_controller.ai_status` (line 1602) -- `src.app_controller._cb_new_project_automated` (line 3131) +- `src.app_controller.rag_emb_provider` (line 1690) +- `src.app_controller.kill_worker` (line 4841) +- `src.app_controller._rename_discussion` (line 4115) +- `src.app_controller._handle_set_mma_status` (line 525) +- `src.app_controller._api_get_key` (line 100) +- `src.app_controller._switch_project` (line 3193) +- `src.app_controller._cb_apply_view_preset` (line 3714) +- `src.app_controller._handle_select_list_item` (line 628) +- `src.app_controller._cb_delete_bias_profile` (line 3678) +- `src.app_controller._save_fallback_project_result` (line 2461) +- `src.app_controller.resolve_pending_action` (line 4442) +- `src.app_controller._cb_save_persona` (line 3682) +- `src.app_controller._api_post_gui` (line 162) - `src.app_controller._handle_mma_spawn_approval` (line 662) +- `src.app_controller._api_get_session` (line 374) +- `src.app_controller._deserialize_active_track_result` (line 2195) +- `src.app_controller._api_post_api_session` (line 178) +- `src.app_controller.set_vendor_quota` (line 3101) - `src.app_controller._handle_bead_updated` (line 721) -- `src.app_controller._handle_ai_response` (line 428) +- `src.app_controller._switch_discussion` (line 3749) +- `src.app_controller._cb_load_track` (line 5000) +- `src.app_controller._create_discussion` (line 4081) +- `src.app_controller.__init__` (line 78) +- `src.app_controller.rag_source` (line 1680) +- `src.app_controller._handle_mma_respond` (line 4972) +- `src.app_controller._init_ai_and_hooks` (line 2718) +- `src.app_controller._api_confirm_action` (line 346) +- `src.app_controller._load_project_from_path_result` (line 2446) +- `src.app_controller._cb_save_view_preset` (line 3696) +- `src.app_controller.current_model` (line 2800) +- `src.app_controller.rag_mcp_tool` (line 1721) +- `src.app_controller._cb_save_workspace_profile` (line 2910) +- `src.app_controller._handle_ticket_started` (line 689) +- `src.app_controller.post_api_session` (line 2850) +- `src.app_controller._cb_delete_persona` (line 3689) +- `src.app_controller._topological_sort_tickets_result` (line 4708) +- `src.app_controller._on_sigint` (line 780) +- `src.app_controller._on_ai_stream` (line 4271) +- `src.app_controller._handle_ask` (line 635) +- `src.app_controller._rag_search_result` (line 3488) +- `src.app_controller.get_api_key` (line 2823) +- `src.app_controller._flush_to_project_result` (line 2180) +- `src.app_controller._list_models_for_provider_result` (line 3544) +- `src.app_controller._confirm_and_run` (line 4402) +- `src.app_controller._report_worker_error` (line 3528) +- `src.app_controller.post_gui` (line 2841) +- `src.app_controller.delete_session` (line 2889) +- `src.app_controller.start_services` (line 2560) +- `src.app_controller._handle_show_track_proposal` (line 538) +- `src.app_controller._handle_set_comms_dirty` (line 733) +- `src.app_controller._handle_custom_callback` (line 543) +- `src.app_controller._handle_ticket_completed` (line 710) +- `src.app_controller._cb_delete_view_preset` (line 3724) +- `src.app_controller.rag_mcp_server` (line 1714) +- `src.app_controller.approve_ticket` (line 4864) +- `src.app_controller.mutate_dag` (line 4877) +- `src.app_controller._handle_refresh_from_project` (line 741) +- `src.app_controller._handle_right_click` (line 621) +- `src.app_controller._parse_token_history_first_ts_result` (line 2232) +- `src.app_controller._resolve_log_ref` (line 2145) +- `src.app_controller._set_rag_status` (line 3434) +- `src.app_controller._handle_set_tool_log_dirty` (line 737) +- `src.app_controller._handle_drag` (line 613) +- `src.app_controller._api_delete_session` (line 385) +- `src.app_controller._handle_clear_summary_cache` (line 3372) +- `src.app_controller._handle_set_value` (line 562) +- `src.app_controller._handle_set_ai_status` (line 521) +- `src.app_controller._on_comms_entry` (line 4282) +- `src.app_controller._append_tool_log` (line 4381) +- `src.app_controller._handle_refresh_api_metrics` (line 517) +- `src.app_controller.confirm_action` (line 2877) +- `src.app_controller._cb_delete_workspace_profile` (line 2921) +- `src.app_controller.load_context_preset` (line 3394) +- `src.app_controller._delete_discussion` (line 4131) +- `src.app_controller.mma_status` (line 1610) +- `src.app_controller._on_warmup_complete_for_timeline` (line 1504) +- `src.app_controller._do_project_switch` (line 3146) +- `src.app_controller._handle_mma_state_update` (line 460) +- `src.app_controller.cb_load_prior_log` (line 2120) +- `src.app_controller.get_session` (line 2883) +- `src.app_controller._test_callback_func_write_to_file` (line 1932) +- `src.app_controller._start_track_logic_result` (line 4728) +- `src.app_controller._cb_start_track` (line 4662) +- `src.app_controller.get_symbol_definition` (line 69) +- `src.app_controller._extract_tool_name` (line 4460) +- `src.app_controller._update_gcli_adapter` (line 1831) +- `src.app_controller._cb_new_project_automated` (line 3131) +- `src.app_controller._cb_ticket_retry` (line 4809) ### `src\beads_client.py` (3 consumers) +- `src.beads_client._write_beads` (line 82) - `src.beads_client.create_bead` (line 42) - `src.beads_client.update_bead` (line 55) -- `src.beads_client._write_beads` (line 82) ### `src\code_path_audit.py` (30 consumers) -- `src.code_path_audit.aggregate_cross_audit_findings` (line 785) -- `src.code_path_audit.classify_memory_dim` (line 399) -- `src.code_path_audit.estimate_call_frequency` (line 507) -- `src.code_path_audit.detect_access_pattern` (line 444) -- `src.code_path_audit.file_origin_memory_dim` (line 391) -- `src.code_path_audit.synthesize_aggregate_profile` (line 1111) -- `src.code_path_audit.read_input_json` (line 660) -- `src.code_path_audit.is_hot_cold_split` (line 425) -- `src.code_path_audit.P3_pass` (line 280) -- `src.code_path_audit.load_frequency_overrides` (line 494) -- `src.code_path_audit.add_field_access` (line 169) -- `src.code_path_audit._atom` (line 865) -- `src.code_path_audit.build_pcg` (line 300) -- `src.code_path_audit.dominant_pattern` (line 433) -- `src.code_path_audit.P2_pass` (line 264) -- `src.code_path_audit.detect_frequency_from_entry_point` (line 478) -- `src.code_path_audit.compute_result_coverage` (line 741) -- `src.code_path_audit._resolve_aliases` (line 224) -- `src.code_path_audit.run_audit` (line 1217) -- `src.code_path_audit.P1_pass` (line 249) -- `src.code_path_audit.to_dsl_v2` (line 871) -- `src.code_path_audit.compute_decomposition_cost` (line 627) -- `src.code_path_audit.code_path_audit_v2` (line 1349) -- `src.code_path_audit.parse_dsl_v2` (line 1034) -- `src.code_path_audit.run_all_cross_audit_reads` (line 823) - `src.code_path_audit.add_producer` (line 163) - `src.code_path_audit.load_memory_dim_overrides` (line 378) - `src.code_path_audit.add_consumer` (line 166) -- `src.code_path_audit.generate_rationale` (line 606) +- `src.code_path_audit.file_origin_memory_dim` (line 391) +- `src.code_path_audit.estimate_call_frequency` (line 507) +- `src.code_path_audit.P2_pass` (line 264) - `src.code_path_audit.find_enclosing_function` (line 730) +- `src.code_path_audit.run_all_cross_audit_reads` (line 823) +- `src.code_path_audit.detect_access_pattern` (line 444) +- `src.code_path_audit._atom` (line 865) +- `src.code_path_audit.to_dsl_v2` (line 871) +- `src.code_path_audit.detect_frequency_from_entry_point` (line 478) +- `src.code_path_audit._resolve_aliases` (line 224) +- `src.code_path_audit.is_hot_cold_split` (line 425) +- `src.code_path_audit.load_frequency_overrides` (line 494) +- `src.code_path_audit.compute_decomposition_cost` (line 627) +- `src.code_path_audit.read_input_json` (line 660) +- `src.code_path_audit.P3_pass` (line 280) +- `src.code_path_audit.P1_pass` (line 249) +- `src.code_path_audit.compute_result_coverage` (line 741) +- `src.code_path_audit.run_audit` (line 1217) +- `src.code_path_audit.dominant_pattern` (line 433) +- `src.code_path_audit.synthesize_aggregate_profile` (line 1111) +- `src.code_path_audit.generate_rationale` (line 606) +- `src.code_path_audit.add_field_access` (line 169) +- `src.code_path_audit.aggregate_cross_audit_findings` (line 785) +- `src.code_path_audit.code_path_audit_v2` (line 1305) +- `src.code_path_audit.classify_memory_dim` (line 399) +- `src.code_path_audit.parse_dsl_v2` (line 1034) +- `src.code_path_audit.build_pcg` (line 300) ### `src\code_path_audit_analysis.py` (10 consumers) - `src.code_path_audit_analysis.compute_real_type_alias_coverage` (line 222) -- `src.code_path_audit_analysis.analyze_consumer_pattern` (line 164) -- `src.code_path_audit_analysis.aggregate_pattern_from_consumers` (line 181) -- `src.code_path_audit_analysis.analyze_producer_size` (line 117) - `src.code_path_audit_analysis.compute_real_decomposition_cost` (line 276) -- `src.code_path_audit_analysis.estimate_struct_size` (line 257) - `src.code_path_audit_analysis._field_names_for_aggregate` (line 32) -- `src.code_path_audit_analysis._analyze_function_field_accesses` (line 41) - `src.code_path_audit_analysis.extract_real_optimization_candidates` (line 327) +- `src.code_path_audit_analysis._analyze_function_field_accesses` (line 41) +- `src.code_path_audit_analysis.estimate_struct_size` (line 257) - `src.code_path_audit_analysis.analyze_consumer_fields` (line 78) +- `src.code_path_audit_analysis.aggregate_pattern_from_consumers` (line 181) +- `src.code_path_audit_analysis.analyze_consumer_pattern` (line 164) +- `src.code_path_audit_analysis.analyze_producer_size` (line 117) ### `src\code_path_audit_cross_audit.py` (7 consumers) -- `src.code_path_audit_cross_audit._normalize_path` (line 66) - `src.code_path_audit_cross_audit.map_finding_to_aggregates` (line 71) -- `src.code_path_audit_cross_audit.aggregate_findings` (line 93) - `src.code_path_audit_cross_audit._all_function_refs` (line 24) -- `src.code_path_audit_cross_audit._aggregate_for_fqname` (line 51) -- `src.code_path_audit_cross_audit._file_to_aggregates` (line 36) +- `src.code_path_audit_cross_audit._normalize_path` (line 66) - `src.code_path_audit_cross_audit.build_cross_audit_findings_for_aggregate` (line 130) +- `src.code_path_audit_cross_audit._file_to_aggregates` (line 36) +- `src.code_path_audit_cross_audit._aggregate_for_fqname` (line 51) +- `src.code_path_audit_cross_audit.aggregate_findings` (line 93) + +### `src\code_path_audit_gen.py` (2 consumers) + +- `src.code_path_audit_gen.strip_h1` (line 17) +- `src.code_path_audit_gen.generate_audit_report` (line 24) ### `src\code_path_audit_ssdl.py` (8 consumers) -- `src.code_path_audit_ssdl.render_organization_deductions` (line 259) -- `src.code_path_audit_ssdl.detect_nil_check_pattern` (line 84) -- `src.code_path_audit_ssdl.count_branches_in_function` (line 58) - `src.code_path_audit_ssdl._resolve_filepath` (line 31) -- `src.code_path_audit_ssdl.render_ssdl_rollup` (line 221) -- `src.code_path_audit_ssdl.compute_effective_codepaths` (line 39) -- `src.code_path_audit_ssdl.render_ssdl_sketch` (line 175) +- `src.code_path_audit_ssdl.render_organization_deductions` (line 259) +- `src.code_path_audit_ssdl.count_branches_in_function` (line 58) +- `src.code_path_audit_ssdl.detect_nil_check_pattern` (line 84) - `src.code_path_audit_ssdl.suggest_defusing_technique` (line 128) +- `src.code_path_audit_ssdl.compute_effective_codepaths` (line 39) +- `src.code_path_audit_ssdl.render_ssdl_rollup` (line 221) +- `src.code_path_audit_ssdl.render_ssdl_sketch` (line 175) ### `src\command_palette.py` (11 consumers) -- `src.command_palette.fuzzy_match` (line 54) -- `src.command_palette._close_palette` (line 107) -- `src.command_palette.render_palette_modal` (line 128) - `src.command_palette._compute_score` (line 75) -- `src.command_palette.register` (line 32) -- `src.command_palette._is_subsequence` (line 67) -- `src.command_palette._count_gaps` (line 95) -- `src.command_palette._is_contiguous` (line 91) - `src.command_palette._execute` (line 116) -- `src.command_palette._starts_at_word_boundary` (line 85) - `src.command_palette.get` (line 50) +- `src.command_palette.register` (line 32) +- `src.command_palette._is_contiguous` (line 91) +- `src.command_palette.fuzzy_match` (line 54) +- `src.command_palette.render_palette_modal` (line 128) +- `src.command_palette._close_palette` (line 107) +- `src.command_palette._count_gaps` (line 95) +- `src.command_palette._is_subsequence` (line 67) +- `src.command_palette._starts_at_word_boundary` (line 85) ### `src\commands.py` (4 consumers) - `src.commands._toggle_window` (line 64) - `src.commands.register` (line 39) -- `src.commands.__getattr__` (line 43) - `src.commands._toggle_attr` (line 70) +- `src.commands.__getattr__` (line 43) ### `src\conductor_tech_lead.py` (2 consumers) @@ -1045,9 +1055,9 @@ ### `src\context_presets.py` (3 consumers) -- `src.context_presets.load_all` (line 10) - `src.context_presets.delete_preset` (line 28) - `src.context_presets.save_preset` (line 22) +- `src.context_presets.load_all` (line 10) ### `src\cost_tracker.py` (1 consumer) @@ -1060,46 +1070,46 @@ ### `src\diff_viewer.py` (4 consumers) -- `src.diff_viewer.get_line_color` (line 117) -- `src.diff_viewer.parse_diff` (line 49) - `src.diff_viewer.parse_hunk_header` (line 27) - `src.diff_viewer.apply_patch_to_file` (line 126) +- `src.diff_viewer.get_line_color` (line 117) +- `src.diff_viewer.parse_diff` (line 49) ### `src\events.py` (5 consumers) -- `src.events.__init__` (line 156) -- `src.events._make_serializable` (line 170) -- `src.events.emit` (line 66) - `src.events.put` (line 100) +- `src.events._make_serializable` (line 170) - `src.events.on` (line 54) +- `src.events.__init__` (line 156) +- `src.events.emit` (line 66) ### `src\external_editor.py` (5 consumers) -- `src.external_editor.launch_diff` (line 37) -- `src.external_editor.launch_editor` (line 50) +- `src.external_editor.get_editor` (line 22) - `src.external_editor.create_temp_modified_file` (line 147) - `src.external_editor.build_diff_command` (line 30) -- `src.external_editor.get_editor` (line 22) +- `src.external_editor.launch_diff` (line 37) +- `src.external_editor.launch_editor` (line 50) ### `src\file_cache.py` (17 consumers) - `src.file_cache.walk` (line 799) -- `src.file_cache.walk` (line 646) -- `src.file_cache.__init__` (line 78) -- `src.file_cache.walk` (line 549) -- `src.file_cache.get_targeted_view` (line 371) -- `src.file_cache.get_skeleton` (line 207) -- `src.file_cache.deep_search` (line 858) -- `src.file_cache.get_curated_view` (line 291) -- `src.file_cache.deep_search` (line 705) -- `src.file_cache.get_cached_tree` (line 100) -- `src.file_cache.update_definition` (line 790) -- `src.file_cache.get_definition` (line 538) -- `src.file_cache._get_mtime_safe` (line 48) -- `src.file_cache.get_code_outline` (line 748) -- `src.file_cache.parse` (line 93) -- `src.file_cache.get_signature` (line 636) - `src.file_cache.deep_search` (line 608) +- `src.file_cache.parse` (line 93) +- `src.file_cache._get_mtime_safe` (line 48) +- `src.file_cache.get_targeted_view` (line 371) +- `src.file_cache.__init__` (line 78) +- `src.file_cache.get_curated_view` (line 291) +- `src.file_cache.get_cached_tree` (line 100) +- `src.file_cache.deep_search` (line 705) +- `src.file_cache.walk` (line 549) +- `src.file_cache.deep_search` (line 858) +- `src.file_cache.get_signature` (line 636) +- `src.file_cache.walk` (line 646) +- `src.file_cache.get_definition` (line 538) +- `src.file_cache.get_skeleton` (line 207) +- `src.file_cache.get_code_outline` (line 748) +- `src.file_cache.update_definition` (line 790) ### `src\fuzzy_anchor.py` (3 consumers) @@ -1109,100 +1119,100 @@ ### `src\gemini_cli_adapter.py` (3 consumers) -- `src.gemini_cli_adapter.send` (line 61) -- `src.gemini_cli_adapter.__init__` (line 51) - `src.gemini_cli_adapter.count_tokens` (line 191) +- `src.gemini_cli_adapter.__init__` (line 51) +- `src.gemini_cli_adapter.send` (line 61) ### `src\gui_2.py` (44 consumers) -- `src.gui_2.ui_screenshot_paths` (line 1018) -- `src.gui_2._drain_normalize_errors` (line 7417) -- `src.gui_2.current_model` (line 784) -- `src.gui_2.delete_context_preset` (line 989) -- `src.gui_2._resolve_font_path_result` (line 227) -- `src.gui_2._diag_layout_state_ini_text_result` (line 8373) -- `src.gui_2._tier_stream_scroll_sync_result` (line 1644) -- `src.gui_2._render_ast_inspector_file_content_result` (line 7896) -- `src.gui_2.render_discussion_entry_read_mode` (line 4824) -- `src.gui_2.render_path_field` (line 2494) -- `src.gui_2.ui_file_paths` (line 999) -- `src.gui_2.truncate_entries` (line 173) - `src.gui_2._simulate_save_preset` (line 547) -- `src.gui_2._on_warmup_complete_callback` (line 4979) -- `src.gui_2._cb_kill_ticket` (line 1403) -- `src.gui_2._ticket_id_max_int_result` (line 1694) -- `src.gui_2._test_callback_func_write_to_file` (line 1030) -- `src.gui_2._load_fonts_main_result` (line 7578) -- `src.gui_2._on_warmup_complete_callback_result` (line 1609) -- `src.gui_2.render_thinking_trace` (line 4672) -- `src.gui_2.__getattr__` (line 73) -- `src.gui_2._set_context_files` (line 542) -- `src.gui_2.render_text_viewer` (line 154) - `src.gui_2.__setattr__` (line 749) -- `src.gui_2.__init__` (line 7539) -- `src.gui_2.render_discussion_entry` (line 4720) -- `src.gui_2._render_ast_inspector_outline_result` (line 7863) -- `src.gui_2.render_tier_stream_panel` (line 6905) -- `src.gui_2._save_context_preset_force` (line 366) -- `src.gui_2._set_external_editor_default` (line 1242) -- `src.gui_2.render_heavy_text` (line 6400) -- `src.gui_2.__init__` (line 52) -- `src.gui_2._cb_block_ticket` (line 1407) -- `src.gui_2._render_window_if_open` (line 1113) -- `src.gui_2._populate_auto_slices_outline_result` (line 7926) -- `src.gui_2.render_selectable_label` (line 161) -- `src.gui_2._cb_unblock_ticket` (line 1426) +- `src.gui_2._tier_stream_scroll_sync_result` (line 1644) +- `src.gui_2.ui_screenshot_paths` (line 1018) +- `src.gui_2._diag_layout_state_ini_text_result` (line 8373) +- `src.gui_2.render_path_field` (line 2494) +- `src.gui_2._drain_normalize_errors` (line 7417) - `src.gui_2.request_patch_from_tier4_result` (line 8089) -- `src.gui_2.load_context_preset` (line 972) -- `src.gui_2.current_provider` (line 776) -- `src.gui_2._capture_workspace_profile` (line 881) +- `src.gui_2._load_fonts_main_result` (line 7578) +- `src.gui_2._ticket_id_max_int_result` (line 1694) +- `src.gui_2.render_thinking_trace` (line 4672) +- `src.gui_2.render_discussion_entry_read_mode` (line 4824) +- `src.gui_2.render_text_viewer` (line 154) +- `src.gui_2._render_window_if_open` (line 1113) - `src.gui_2.cb_load_prior_log` (line 1235) -- `src.gui_2.request_patch_from_tier4` (line 1379) +- `src.gui_2._capture_workspace_profile` (line 881) +- `src.gui_2.current_provider` (line 776) +- `src.gui_2.__init__` (line 52) +- `src.gui_2.render_discussion_entry` (line 4720) +- `src.gui_2.delete_context_preset` (line 989) +- `src.gui_2.__getattr__` (line 73) +- `src.gui_2._populate_auto_slices_outline_result` (line 7926) +- `src.gui_2._set_external_editor_default` (line 1242) +- `src.gui_2.render_selectable_label` (line 161) +- `src.gui_2.__init__` (line 7539) - `src.gui_2.__getattr__` (line 742) +- `src.gui_2._save_context_preset_force` (line 366) +- `src.gui_2._on_warmup_complete_callback` (line 4979) +- `src.gui_2.request_patch_from_tier4` (line 1379) +- `src.gui_2._test_callback_func_write_to_file` (line 1030) +- `src.gui_2._render_ast_inspector_outline_result` (line 7863) +- `src.gui_2._cb_block_ticket` (line 1407) +- `src.gui_2._cb_kill_ticket` (line 1403) +- `src.gui_2.current_model` (line 784) +- `src.gui_2._resolve_font_path_result` (line 227) +- `src.gui_2.render_tier_stream_panel` (line 6905) +- `src.gui_2._render_ast_inspector_file_content_result` (line 7896) +- `src.gui_2.load_context_preset` (line 972) +- `src.gui_2.truncate_entries` (line 173) +- `src.gui_2.ui_file_paths` (line 999) +- `src.gui_2.render_heavy_text` (line 6400) +- `src.gui_2._on_warmup_complete_callback_result` (line 1609) +- `src.gui_2._cb_unblock_ticket` (line 1426) +- `src.gui_2._set_context_files` (line 542) ### `src\history.py` (5 consumers) -- `src.history.undo` (line 92) -- `src.history.push` (line 80) - `src.history.jump_to_undo` (line 129) - `src.history.redo` (line 103) +- `src.history.push` (line 80) +- `src.history.undo` (line 92) - `src.history.from_dict` (line 45) ### `src\hot_reloader.py` (4 consumers) -- `src.hot_reloader.capture_state` (line 33) -- `src.hot_reloader.reload` (line 42) -- `src.hot_reloader.restore_state` (line 37) - `src.hot_reloader.reload_all` (line 69) +- `src.hot_reloader.capture_state` (line 33) +- `src.hot_reloader.restore_state` (line 37) +- `src.hot_reloader.reload` (line 42) ### `src\imgui_scopes.py` (26 consumers) -- `src.imgui_scopes.__init__` (line 206) -- `src.imgui_scopes.__init__` (line 157) -- `src.imgui_scopes.tab_bar` (line 187) - `src.imgui_scopes.style_var` (line 155) -- `src.imgui_scopes.style_color` (line 141) -- `src.imgui_scopes.__init__` (line 171) - `src.imgui_scopes.__init__` (line 95) -- `src.imgui_scopes.menu` (line 62) -- `src.imgui_scopes.tree_node_ex` (line 243) -- `src.imgui_scopes.__init__` (line 262) -- `src.imgui_scopes.child` (line 9) - `src.imgui_scopes.__init__` (line 11) +- `src.imgui_scopes.tree_node_ex` (line 243) - `src.imgui_scopes.__init__` (line 245) +- `src.imgui_scopes.menu` (line 62) +- `src.imgui_scopes.node` (line 93) +- `src.imgui_scopes.style_color` (line 141) +- `src.imgui_scopes.child` (line 9) +- `src.imgui_scopes.tab_bar` (line 187) +- `src.imgui_scopes.__init__` (line 39) - `src.imgui_scopes.window` (line 260) +- `src.imgui_scopes.__init__` (line 262) +- `src.imgui_scopes.popup_modal` (line 122) +- `src.imgui_scopes.popup` (line 106) +- `src.imgui_scopes.__init__` (line 189) +- `src.imgui_scopes.__init__` (line 64) +- `src.imgui_scopes.__init__` (line 143) +- `src.imgui_scopes.__init__` (line 171) +- `src.imgui_scopes.__init__` (line 124) - `src.imgui_scopes.id` (line 37) - `src.imgui_scopes.tab_item` (line 204) -- `src.imgui_scopes.__init__` (line 39) -- `src.imgui_scopes.table` (line 169) -- `src.imgui_scopes.popup_modal` (line 122) -- `src.imgui_scopes.node` (line 93) -- `src.imgui_scopes.__init__` (line 64) -- `src.imgui_scopes.__init__` (line 189) -- `src.imgui_scopes.__init__` (line 124) -- `src.imgui_scopes.__init__` (line 143) -- `src.imgui_scopes.popup` (line 106) - `src.imgui_scopes.__init__` (line 108) +- `src.imgui_scopes.__init__` (line 206) +- `src.imgui_scopes.__init__` (line 157) +- `src.imgui_scopes.table` (line 169) ### `src\log_pruner.py` (1 consumer) @@ -1210,135 +1220,135 @@ ### `src\log_registry.py` (9 consumers) -- `src.log_registry.update_auto_whitelist_status` (line 329) - `src.log_registry.is_session_whitelisted` (line 313) -- `src.log_registry.__getitem__` (line 93) -- `src.log_registry.from_dict` (line 113) - `src.log_registry.get` (line 105) - `src.log_registry.set_session_start_time` (line 283) +- `src.log_registry.from_dict` (line 113) - `src.log_registry.__init__` (line 142) -- `src.log_registry.update_session_metadata` (line 249) - `src.log_registry.register_session` (line 223) +- `src.log_registry.update_auto_whitelist_status` (line 329) +- `src.log_registry.__getitem__` (line 93) +- `src.log_registry.update_session_metadata` (line 249) ### `src\markdown_helper.py` (14 consumers) -- `src.markdown_helper.render_unindented` (line 404) -- `src.markdown_helper._normalize_nested_list_endings` (line 228) - `src.markdown_helper._normalize_bullet_delimiters` (line 215) -- `src.markdown_helper._render_code_block` (line 307) -- `src.markdown_helper.render_code` (line 370) -- `src.markdown_helper.render_unindented` (line 303) -- `src.markdown_helper.render` (line 128) -- `src.markdown_helper.render` (line 398) +- `src.markdown_helper._normalize_nested_list_endings` (line 228) - `src.markdown_helper._on_open_link` (line 108) -- `src.markdown_helper._normalize_list_continuations` (line 254) -- `src.markdown_helper.render_code` (line 407) -- `src.markdown_helper.detect_language` (line 378) - `src.markdown_helper._is_likely_lang_tag` (line 375) +- `src.markdown_helper.render_code` (line 407) +- `src.markdown_helper.render` (line 398) +- `src.markdown_helper.render` (line 128) +- `src.markdown_helper.detect_language` (line 378) +- `src.markdown_helper.render_unindented` (line 303) +- `src.markdown_helper.render_code` (line 370) - `src.markdown_helper._get_language_id` (line 26) +- `src.markdown_helper.render_unindented` (line 404) +- `src.markdown_helper._normalize_list_continuations` (line 254) +- `src.markdown_helper._render_code_block` (line 307) ### `src\markdown_table.py` (3 consumers) -- `src.markdown_table._split_row` (line 36) - `src.markdown_table.parse_tables` (line 47) +- `src.markdown_table._split_row` (line 36) - `src.markdown_table._is_table_at` (line 42) ### `src\mcp_client.py` (94 consumers) -- `src.mcp_client.get_file_slice` (line 1108) -- `src.mcp_client.py_update_definition_result` (line 663) -- `src.mcp_client.read_file` (line 203) -- `src.mcp_client._ast_update_definition` (line 432) -- `src.mcp_client.py_get_symbol_info_result` (line 629) -- `src.mcp_client.fetch_url_result` (line 1043) -- `src.mcp_client.handle_starttag` (line 1564) -- `src.mcp_client.ts_cpp_update_definition` (line 1269) -- `src.mcp_client.ts_cpp_get_signature` (line 1257) -- `src.mcp_client.ts_c_get_code_outline_result` (line 451) -- `src.mcp_client.async_dispatch` (line 1752) - `src.mcp_client.list_directory_result` (line 256) -- `src.mcp_client.py_get_imports` (line 1443) -- `src.mcp_client.search_files` (line 177) -- `src.mcp_client.ts_c_get_signature_result` (line 481) -- `src.mcp_client.py_get_var_declaration_result` (line 767) -- `src.mcp_client.read_file_result` (line 239) -- `src.mcp_client.ts_cpp_get_signature_result` (line 561) -- `src.mcp_client.derive_code_path` (line 1491) -- `src.mcp_client.py_get_symbol_info` (line 1335) -- `src.mcp_client.py_get_hierarchy` (line 1467) -- `src.mcp_client.py_set_signature_result` (line 714) -- `src.mcp_client.py_set_var_declaration` (line 1419) -- `src.mcp_client.py_check_syntax_result` (line 880) -- `src.mcp_client.ts_c_get_skeleton` (line 1149) -- `src.mcp_client.py_set_var_declaration_result` (line 789) -- `src.mcp_client.py_get_imports_result` (line 853) -- `src.mcp_client.ts_c_get_code_outline` (line 1163) -- `src.mcp_client.py_get_definition` (line 1347) +- `src.mcp_client.get_tree` (line 1505) +- `src.mcp_client.py_get_docstring_result` (line 898) - `src.mcp_client.set_file_slice` (line 1120) -- `src.mcp_client.search_files_result` (line 284) -- `src.mcp_client.py_update_definition` (line 1359) +- `src.mcp_client.get_git_diff_result` (line 397) +- `src.mcp_client.fetch_url` (line 1590) +- `src.mcp_client.py_get_class_summary` (line 1395) - `src.mcp_client.find_in_scope` (line 1289) -- `src.mcp_client.handle_data` (line 1572) -- `src.mcp_client.ts_cpp_get_code_outline_result` (line 530) -- `src.mcp_client._get_symbol_node` (line 1285) -- `src.mcp_client.web_search_result` (line 1026) -- `src.mcp_client.py_get_code_outline` (line 1323) -- `src.mcp_client.py_get_signature` (line 1371) -- `src.mcp_client.py_get_docstring` (line 1479) -- `src.mcp_client.derive_code_path_result` (line 923) -- `src.mcp_client.get_file_slice_result` (line 357) +- `src.mcp_client._ast_get_skeleton` (line 416) +- `src.mcp_client.py_set_signature` (line 1383) +- `src.mcp_client._ast_get_signature` (line 428) +- `src.mcp_client.fetch_url_result` (line 1043) +- `src.mcp_client.async_dispatch` (line 1752) +- `src.mcp_client.py_get_class_summary_result` (line 737) +- `src.mcp_client.py_get_symbol_info_result` (line 629) +- `src.mcp_client.py_get_imports` (line 1443) +- `src.mcp_client.ts_cpp_get_code_outline` (line 1231) +- `src.mcp_client.py_update_definition` (line 1359) +- `src.mcp_client.ts_c_get_code_outline_result` (line 451) +- `src.mcp_client._ast_get_code_outline` (line 420) +- `src.mcp_client.ts_c_get_definition_result` (line 466) +- `src.mcp_client.derive_code_path` (line 1491) - `src.mcp_client.edit_file_result` (line 312) -- `src.mcp_client._ast_get_definition` (line 424) -- `src.mcp_client.py_get_code_outline_result` (line 612) -- `src.mcp_client.configure` (line 108) -- `src.mcp_client.web_search` (line 1578) +- `src.mcp_client.handle_data` (line 1572) - `src.mcp_client.handle_starttag` (line 1527) - `src.mcp_client.get_tree_result` (line 992) -- `src.mcp_client.ts_cpp_get_definition_result` (line 546) -- `src.mcp_client.async_dispatch` (line 1939) -- `src.mcp_client.py_get_class_summary_result` (line 737) -- `src.mcp_client.get_file_summary` (line 1093) -- `src.mcp_client.py_get_skeleton_result` (line 595) -- `src.mcp_client.handle_data` (line 1551) -- `src.mcp_client._ast_get_signature` (line 428) -- `src.mcp_client.get_tree` (line 1505) -- `src.mcp_client.py_set_signature` (line 1383) -- `src.mcp_client.fetch_url` (line 1590) -- `src.mcp_client.handle_endtag` (line 1568) -- `src.mcp_client.py_get_docstring_result` (line 898) -- `src.mcp_client.set_file_slice_result` (line 374) -- `src.mcp_client.py_check_syntax` (line 1455) +- `src.mcp_client.ts_cpp_update_definition` (line 1269) - `src.mcp_client.edit_file` (line 1079) -- `src.mcp_client._ast_get_skeleton` (line 416) -- `src.mcp_client._ast_get_code_outline` (line 420) -- `src.mcp_client.dispatch` (line 1772) -- `src.mcp_client.get_git_diff` (line 1132) -- `src.mcp_client.ts_cpp_get_code_outline` (line 1231) -- `src.mcp_client.ts_c_update_definition` (line 1201) -- `src.mcp_client._build_tree` (line 1002) -- `src.mcp_client.py_get_signature_result` (line 684) -- `src.mcp_client.py_get_skeleton` (line 1311) -- `src.mcp_client.py_get_var_declaration` (line 1407) -- `src.mcp_client.py_find_usages_result` (line 811) -- `src.mcp_client._send_request` (line 1678) -- `src.mcp_client.get_git_diff_result` (line 397) -- `src.mcp_client.ts_cpp_update_definition_result` (line 576) -- `src.mcp_client.ts_c_get_skeleton_result` (line 436) -- `src.mcp_client._resolve_and_check_result` (line 216) -- `src.mcp_client.ts_c_get_definition` (line 1177) +- `src.mcp_client.py_get_symbol_info` (line 1335) - `src.mcp_client.ts_c_get_signature` (line 1189) -- `src.mcp_client.py_get_definition_result` (line 646) +- `src.mcp_client._ast_update_definition` (line 432) +- `src.mcp_client.ts_c_update_definition_result` (line 496) - `src.mcp_client.list_directory` (line 191) +- `src.mcp_client.py_get_skeleton_result` (line 595) +- `src.mcp_client.py_get_code_outline` (line 1323) +- `src.mcp_client.py_set_signature_result` (line 714) +- `src.mcp_client._send_request` (line 1678) +- `src.mcp_client.ts_cpp_get_signature_result` (line 561) +- `src.mcp_client.py_get_imports_result` (line 853) +- `src.mcp_client.web_search_result` (line 1026) +- `src.mcp_client.ts_cpp_update_definition_result` (line 576) +- `src.mcp_client._get_symbol_node` (line 1285) +- `src.mcp_client.py_get_var_declaration_result` (line 767) +- `src.mcp_client.ts_c_update_definition` (line 1201) +- `src.mcp_client.configure` (line 108) +- `src.mcp_client.py_get_definition_result` (line 646) +- `src.mcp_client.py_get_definition` (line 1347) +- `src.mcp_client.py_get_signature` (line 1371) +- `src.mcp_client.web_search` (line 1578) +- `src.mcp_client.handle_data` (line 1551) +- `src.mcp_client.async_dispatch` (line 1939) +- `src.mcp_client.py_find_usages` (line 1431) +- `src.mcp_client.get_file_summary` (line 1093) +- `src.mcp_client.py_set_var_declaration` (line 1419) +- `src.mcp_client.ts_cpp_get_signature` (line 1257) +- `src.mcp_client.get_file_summary_result` (line 340) +- `src.mcp_client.read_file` (line 203) +- `src.mcp_client.get_file_slice_result` (line 357) +- `src.mcp_client.py_check_syntax_result` (line 880) +- `src.mcp_client.ts_cpp_get_definition_result` (line 546) +- `src.mcp_client.py_get_var_declaration` (line 1407) +- `src.mcp_client.search_files_result` (line 284) +- `src.mcp_client._resolve_and_check_result` (line 216) +- `src.mcp_client.py_get_hierarchy` (line 1467) +- `src.mcp_client.py_get_signature_result` (line 684) +- `src.mcp_client._build_tree` (line 1002) +- `src.mcp_client.ts_c_get_signature_result` (line 481) +- `src.mcp_client.ts_c_get_definition` (line 1177) +- `src.mcp_client.derive_code_path_result` (line 923) +- `src.mcp_client.py_get_code_outline_result` (line 612) +- `src.mcp_client.get_file_slice` (line 1108) +- `src.mcp_client.py_update_definition_result` (line 663) +- `src.mcp_client.py_find_usages_result` (line 811) +- `src.mcp_client.handle_endtag` (line 1568) +- `src.mcp_client.py_check_syntax` (line 1455) +- `src.mcp_client.ts_cpp_get_skeleton` (line 1217) +- `src.mcp_client.set_file_slice_result` (line 374) +- `src.mcp_client.call_tool` (line 1704) +- `src.mcp_client.py_set_var_declaration_result` (line 789) +- `src.mcp_client.read_file_result` (line 239) +- `src.mcp_client.ts_c_get_skeleton_result` (line 436) +- `src.mcp_client.search_files` (line 177) +- `src.mcp_client.handle_starttag` (line 1564) +- `src.mcp_client.py_get_docstring` (line 1479) +- `src.mcp_client.ts_c_get_skeleton` (line 1149) - `src.mcp_client.ts_cpp_get_skeleton_result` (line 515) - `src.mcp_client.handle_endtag` (line 1536) -- `src.mcp_client.py_find_usages` (line 1431) -- `src.mcp_client.ts_c_update_definition_result` (line 496) -- `src.mcp_client.py_get_class_summary` (line 1395) -- `src.mcp_client.call_tool` (line 1704) -- `src.mcp_client.ts_c_get_definition_result` (line 466) -- `src.mcp_client.ts_cpp_get_skeleton` (line 1217) -- `src.mcp_client.get_file_summary_result` (line 340) +- `src.mcp_client._ast_get_definition` (line 424) +- `src.mcp_client.ts_c_get_code_outline` (line 1163) +- `src.mcp_client.get_git_diff` (line 1132) - `src.mcp_client.ts_cpp_get_definition` (line 1245) +- `src.mcp_client.ts_cpp_get_code_outline_result` (line 530) +- `src.mcp_client.dispatch` (line 1772) +- `src.mcp_client.py_get_skeleton` (line 1311) ### `src\mcp_tool_specs.py` (1 consumer) @@ -1346,35 +1356,35 @@ ### `src\models.py` (29 consumers) -- `src.models.from_dict` (line 506) +- `src.models.mark_manual_block` (line 326) +- `src.models.from_dict` (line 1007) +- `src.models.from_dict` (line 920) +- `src.models.from_dict` (line 814) - `src.models.from_dict` (line 893) -- `src.models.from_dict` (line 1038) +- `src.models.from_dict` (line 683) - `src.models.from_dict` (line 866) +- `src.models._save_config_to_disk` (line 199) - `src.models.load_mcp_config` (line 1084) +- `src.models.from_dict` (line 454) - `src.models.from_dict` (line 656) - `src.models.from_dict` (line 416) - `src.models.from_dict` (line 378) +- `src.models.from_dict` (line 1038) - `src.models.mark_blocked` (line 319) -- `src.models.from_dict` (line 747) -- `src.models.get` (line 349) +- `src.models.from_dict` (line 506) +- `src.models.parse_history_entries` (line 214) - `src.models.from_dict` (line 575) +- `src.models._clean_nones` (line 179) - `src.models.from_dict` (line 1072) - `src.models.__getattr__` (line 271) +- `src.models.from_dict` (line 747) - `src.models.from_dict` (line 630) - `src.models.from_dict` (line 949) -- `src.models._clean_nones` (line 179) -- `src.models.parse_history_entries` (line 214) - `src.models.from_dict` (line 295) - `src.models.from_dict` (line 603) - `src.models.from_dict` (line 982) -- `src.models.from_dict` (line 683) - `src.models.from_dict` (line 712) -- `src.models.mark_manual_block` (line 326) -- `src.models.from_dict` (line 454) -- `src.models._save_config_to_disk` (line 199) -- `src.models.from_dict` (line 920) -- `src.models.from_dict` (line 814) -- `src.models.from_dict` (line 1007) +- `src.models.get` (line 349) ### `src\module_loader.py` (1 consumer) @@ -1382,30 +1392,30 @@ ### `src\multi_agent_conductor.py` (16 consumers) -- `src.multi_agent_conductor.update_task_status` (line 166) -- `src.multi_agent_conductor.approve_task` (line 158) - `src.multi_agent_conductor.update_usage` (line 137) +- `src.multi_agent_conductor._queue_put` (line 362) +- `src.multi_agent_conductor.clutch_callback` (line 558) +- `src.multi_agent_conductor.stream_callback` (line 569) - `src.multi_agent_conductor.confirm_execution` (line 367) -- `src.multi_agent_conductor.worker_comms_callback` (line 574) -- `src.multi_agent_conductor.confirm_spawn` (line 391) -- `src.multi_agent_conductor._count_tokens` (line 492) - `src.multi_agent_conductor.kill_worker` (line 174) +- `src.multi_agent_conductor.run` (line 240) - `src.multi_agent_conductor._push_state` (line 192) - `src.multi_agent_conductor.parse_json_tickets` (line 208) -- `src.multi_agent_conductor.clutch_callback` (line 558) +- `src.multi_agent_conductor.approve_task` (line 158) +- `src.multi_agent_conductor.update_task_status` (line 166) - `src.multi_agent_conductor.run_worker_lifecycle` (line 433) +- `src.multi_agent_conductor.worker_comms_callback` (line 574) +- `src.multi_agent_conductor._count_tokens` (line 492) - `src.multi_agent_conductor.spawn` (line 64) -- `src.multi_agent_conductor.run` (line 240) -- `src.multi_agent_conductor.stream_callback` (line 569) -- `src.multi_agent_conductor._queue_put` (line 362) +- `src.multi_agent_conductor.confirm_spawn` (line 391) ### `src\openai_compatible.py` (5 consumers) - `src.openai_compatible._send_streaming` (line 133) -- `src.openai_compatible._classify_openai_compatible_error` (line 58) -- `src.openai_compatible._send_blocking` (line 116) -- `src.openai_compatible._to_typed_tool_call` (line 43) - `src.openai_compatible.send_openai_compatible` (line 80) +- `src.openai_compatible._send_blocking` (line 116) +- `src.openai_compatible._classify_openai_compatible_error` (line 58) +- `src.openai_compatible._to_typed_tool_call` (line 43) ### `src\orchestrator_pm.py` (1 consumer) @@ -1413,66 +1423,66 @@ ### `src\outline_tool.py` (2 consumers) -- `src.outline_tool.outline` (line 44) - `src.outline_tool.get_outline` (line 127) +- `src.outline_tool.outline` (line 44) ### `src\patch_modal.py` (2 consumers) -- `src.patch_modal.apply_patch` (line 57) - `src.patch_modal.request_patch_approval` (line 19) +- `src.patch_modal.apply_patch` (line 57) ### `src\paths.py` (5 consumers) -- `src.paths.get_archive_dir` (line 250) - `src.paths.get_tracks_dir` (line 242) - `src.paths.get_track_state_dir` (line 246) +- `src.paths.get_archive_dir` (line 250) - `src.paths.get_conductor_dir` (line 271) - `src.paths._resolve_path` (line 104) ### `src\performance_monitor.py` (8 consumers) -- `src.performance_monitor.get_history` (line 269) -- `src.performance_monitor.scope` (line 281) -- `src.performance_monitor._add_to_history` (line 140) -- `src.performance_monitor.start_component` (line 207) -- `src.performance_monitor._get_avg` (line 155) - `src.performance_monitor.end_component` (line 216) - `src.performance_monitor.__exit__` (line 77) - `src.performance_monitor.__init__` (line 71) +- `src.performance_monitor.get_history` (line 269) +- `src.performance_monitor.scope` (line 281) +- `src.performance_monitor._get_avg` (line 155) +- `src.performance_monitor._add_to_history` (line 140) +- `src.performance_monitor.start_component` (line 207) ### `src\personas.py` (5 consumers) -- `src.personas.save_persona` (line 49) - `src.personas._save_file` (line 98) -- `src.personas.get_persona_scope` (line 61) -- `src.personas._get_path` (line 16) - `src.personas.delete_persona` (line 76) +- `src.personas._get_path` (line 16) +- `src.personas.save_persona` (line 49) +- `src.personas.get_persona_scope` (line 61) ### `src\presets.py` (4 consumers) -- `src.presets.get_preset_scope` (line 84) +- `src.presets.save_preset` (line 52) - `src.presets._save_file` (line 117) - `src.presets.delete_preset` (line 70) -- `src.presets.save_preset` (line 52) +- `src.presets.get_preset_scope` (line 84) ### `src\project_manager.py` (16 consumers) -- `src.project_manager.save_project` (line 229) -- `src.project_manager.save_track_history` (line 329) -- `src.project_manager.flat_config` (line 267) -- `src.project_manager.branch_discussion` (line 453) -- `src.project_manager.load_track_state` (line 300) -- `src.project_manager.default_project` (line 123) -- `src.project_manager.entry_to_str` (line 49) -- `src.project_manager.clean_nones` (line 220) -- `src.project_manager.promote_take` (line 471) -- `src.project_manager.save_track_state` (line 289) - `src.project_manager.str_to_entry` (line 75) -- `src.project_manager.parse_ts` (line 42) -- `src.project_manager.migrate_from_legacy_config` (line 253) - `src.project_manager.get_git_commit` (line 104) +- `src.project_manager.promote_take` (line 471) +- `src.project_manager.entry_to_str` (line 49) +- `src.project_manager.save_track_state` (line 289) - `src.project_manager.format_discussion` (line 69) +- `src.project_manager.parse_ts` (line 42) +- `src.project_manager.save_track_history` (line 329) +- `src.project_manager.load_track_state` (line 300) +- `src.project_manager.save_project` (line 229) +- `src.project_manager.branch_discussion` (line 453) +- `src.project_manager.clean_nones` (line 220) +- `src.project_manager.default_project` (line 123) - `src.project_manager.load_track_history` (line 314) +- `src.project_manager.migrate_from_legacy_config` (line 253) +- `src.project_manager.flat_config` (line 267) ### `src\provider_state.py` (1 consumer) @@ -1485,34 +1495,34 @@ ### `src\rag_engine.py` (18 consumers) -- `src.rag_engine.embed` (line 72) -- `src.rag_engine.__init__` (line 69) -- `src.rag_engine._check_existing_index_result` (line 260) -- `src.rag_engine._chunk_code_result` (line 226) -- `src.rag_engine.embed` (line 64) -- `src.rag_engine._parse_search_response_result` (line 88) -- `src.rag_engine.embed` (line 56) -- `src.rag_engine.index_file` (line 289) +- `src.rag_engine.__init__` (line 60) +- `src.rag_engine.delete_documents_by_path` (line 390) - `src.rag_engine.delete_documents` (line 374) - `src.rag_engine.__init__` (line 105) -- `src.rag_engine.add_documents` (line 196) - `src.rag_engine._get_file_mtime_result` (line 250) -- `src.rag_engine.delete_documents_by_path` (line 390) +- `src.rag_engine._parse_search_response_result` (line 88) +- `src.rag_engine.__init__` (line 69) - `src.rag_engine.search` (line 349) -- `src.rag_engine._chunk_text` (line 210) - `src.rag_engine._read_file_content_result` (line 278) -- `src.rag_engine.__init__` (line 60) +- `src.rag_engine.index_file` (line 289) +- `src.rag_engine._chunk_text` (line 210) +- `src.rag_engine.add_documents` (line 196) +- `src.rag_engine.embed` (line 72) +- `src.rag_engine._check_existing_index_result` (line 260) - `src.rag_engine._search_mcp` (line 339) +- `src.rag_engine.embed` (line 64) +- `src.rag_engine._chunk_code_result` (line 226) +- `src.rag_engine.embed` (line 56) ### `src\session_logger.py` (7 consumers) -- `src.session_logger.log_tool_call` (line 166) - `src.session_logger.open_session` (line 60) -- `src.session_logger.log_comms` (line 152) -- `src.session_logger.reset_session` (line 135) - `src.session_logger.log_api_hook` (line 140) -- `src.session_logger.log_tool_output` (line 211) +- `src.session_logger.reset_session` (line 135) - `src.session_logger.log_cli_call` (line 234) +- `src.session_logger.log_comms` (line 152) +- `src.session_logger.log_tool_output` (line 211) +- `src.session_logger.log_tool_call` (line 166) ### `src\shell_runner.py` (1 consumer) @@ -1525,20 +1535,20 @@ ### `src\summarize.py` (7 consumers) -- `src.summarize.build_summary_markdown` (line 212) -- `src.summarize.summarise_file` (line 159) -- `src.summarize._summarise_markdown` (line 105) -- `src.summarize._summarise_python` (line 31) -- `src.summarize._summarise_toml` (line 78) -- `src.summarize._summarise_generic` (line 121) - `src.summarize.summarise_items` (line 194) +- `src.summarize._summarise_markdown` (line 105) +- `src.summarize._summarise_generic` (line 121) +- `src.summarize._summarise_toml` (line 78) +- `src.summarize.summarise_file` (line 159) +- `src.summarize.build_summary_markdown` (line 212) +- `src.summarize._summarise_python` (line 31) ### `src\summary_cache.py` (4 consumers) -- `src.summary_cache.set_summary` (line 70) -- `src.summary_cache.get_file_hash` (line 10) - `src.summary_cache.__init__` (line 22) +- `src.summary_cache.set_summary` (line 70) - `src.summary_cache.get_summary` (line 57) +- `src.summary_cache.get_file_hash` (line 10) ### `src\synthesis_formatter.py` (1 consumer) @@ -1546,31 +1556,31 @@ ### `src\theme_2.py` (17 consumers) -- `src.theme_2.set_gamma` (line 93) -- `src.theme_2.get_brightness` (line 87) -- `src.theme_2.get_gamma` (line 89) -- `src.theme_2.get_contrast` (line 88) -- `src.theme_2.set_contrast` (line 92) -- `src.theme_2.load_from_config` (line 320) -- `src.theme_2.get_role_tint` (line 204) -- `src.theme_2.set_brightness` (line 91) -- `src.theme_2.get_color` (line 153) -- `src.theme_2.reset_tone_mapping` (line 95) -- `src.theme_2.apply_syntax_palette` (line 359) -- `src.theme_2.apply` (line 213) - `src.theme_2.render_post_fx` (line 401) -- `src.theme_2.save_to_config` (line 302) - `src.theme_2._get_tm` (line 84) +- `src.theme_2.load_from_config` (line 320) +- `src.theme_2.set_contrast` (line 92) +- `src.theme_2.apply` (line 213) +- `src.theme_2.get_role_tint` (line 204) +- `src.theme_2.set_gamma` (line 93) +- `src.theme_2.get_contrast` (line 88) +- `src.theme_2.apply_syntax_palette` (line 359) +- `src.theme_2.get_color` (line 153) +- `src.theme_2.set_brightness` (line 91) +- `src.theme_2.get_gamma` (line 89) +- `src.theme_2.save_to_config` (line 302) +- `src.theme_2.get_brightness` (line 87) +- `src.theme_2.reset_tone_mapping` (line 95) - `src.theme_2._tone_map` (line 100) - `src.theme_2.get_syntax_palette_for_theme` (line 351) ### `src\theme_models.py` (6 consumers) -- `src.theme_models.from_dict` (line 145) -- `src.theme_models.from_dict` (line 100) - `src.theme_models.with_scope` (line 127) +- `src.theme_models.from_dict` (line 145) - `src.theme_models.load_themes_from_toml` (line 200) - `src.theme_models.load_themes_from_dir` (line 181) +- `src.theme_models.from_dict` (line 100) - `src.theme_models.load_theme_file` (line 166) ### `src\theme_nerv_fx.py` (1 consumer) @@ -1579,97 +1589,97 @@ ### `src\thinking_parser.py` (3 consumers) +- `src.thinking_parser.extract_tags` (line 22) - `src.thinking_parser.parse_thinking_trace` (line 8) - `src.thinking_parser.extract_colon_blocks` (line 41) -- `src.thinking_parser.extract_tags` (line 22) ### `src\tool_presets.py` (6 consumers) -- `src.tool_presets.delete_bias_profile` (line 129) -- `src.tool_presets._get_path` (line 15) -- `src.tool_presets.save_bias_profile` (line 118) -- `src.tool_presets.delete_preset` (line 81) -- `src.tool_presets._write_raw` (line 37) - `src.tool_presets.save_preset` (line 70) +- `src.tool_presets._write_raw` (line 37) +- `src.tool_presets.save_bias_profile` (line 118) +- `src.tool_presets.delete_bias_profile` (line 129) +- `src.tool_presets.delete_preset` (line 81) +- `src.tool_presets._get_path` (line 15) ### `src\vendor_capabilities.py` (2 consumers) -- `src.vendor_capabilities.list_models_for_vendor` (line 44) - `src.vendor_capabilities.get_capabilities` (line 37) +- `src.vendor_capabilities.list_models_for_vendor` (line 44) ### `src\warmup.py` (7 consumers) +- `src.warmup._warmup_one` (line 170) +- `src.warmup._log_canary` (line 266) +- `src.warmup._fire_callback` (line 328) +- `src.warmup._record_success` (line 192) - `src.warmup.submit` (line 92) - `src.warmup._record_failure` (line 231) -- `src.warmup._warmup_one` (line 170) -- `src.warmup._record_success` (line 192) - `src.warmup._log_stderr` (line 314) -- `src.warmup._fire_callback` (line 328) -- `src.warmup._log_canary` (line 266) ### `src\workspace_manager.py` (4 consumers) -- `src.workspace_manager.delete_profile` (line 62) - `src.workspace_manager._save_file` (line 81) -- `src.workspace_manager._get_path` (line 20) - `src.workspace_manager.save_profile` (line 50) +- `src.workspace_manager._get_path` (line 20) +- `src.workspace_manager.delete_profile` (line 62) ## Field access matrix -| consumer | _cb_load_workspace_profile | _dirty | _flags | _id | _load_file | _make_request | _mma_status | _offload_entry_payload | _pending_comms | _pending_comms_lock | _pending_history_adds | _pending_history_adds_lock | _read_beads | _redo_stack | _report_worker_error | _size | _token_history | _undo_stack | _write_beads | active_discussion | +| consumer | MAX_STREAM_SIZE | _ai_status | _autofocus_response_tab | _queue | _redo_stack | _startup_timeline_errors | _tier_stream_last_len | _tier_usage_lock | _token_stats_dirty | _trigger_blink | _undo_stack | _worker_status | active_tickets | active_track | ai_response | api_key | base_url | child_by_field_name | children | consumers | |---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---| -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `aggregate_cross_audit_findings` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `approve_mma_ticket` | . | . | . | . | . | 1 | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `update_auto_whitelist_status` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_gemini` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `save_project` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `run_tier4_analysis` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_flush_to_project_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `classify_memory_dim` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `__init__` | . | . | 1 | 1 | . | . | . | . | . | . | . | . | . | . | . | 2 | . | . | . | . | -| `create_bead` | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | . | 1 | . | -| `fuzzy_match` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `set_gamma` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `update_task_status` | . | 1 | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `estimate_call_frequency` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `walk` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `detect_access_pattern` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_get_app_attr` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_llama_native` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_handle_mma_state_update` | 1 | . | . | . | . | . | 2 | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_list_deepseek_models` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `__init__` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_on_comms_entry` | . | . | . | . | . | . | . | 1 | 1 | 1 | 4 | 4 | . | . | . | . | 1 | . | . | . | -| `approve_task` | . | 1 | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `ui_screenshot_paths` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `__init__` | . | . | 1 | 1 | . | . | . | . | . | . | . | . | . | . | . | 2 | . | . | . | . | -| `_extract_gemini_thoughts_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `get_brightness` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `undo` | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | 2 | . | . | -| `_drain_normalize_errors` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_rename_discussion` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 2 | -| `get_file_slice` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `tab_bar` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `log_tool_call` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `current_model` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `embed` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `get_preset_scope` | . | . | . | . | 2 | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `file_origin_memory_dim` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `__init__` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `get_gamma` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `style_var` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_resolve_filepath` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_count_gemini_tokens_for_stats_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | | `_save_file` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `is_absolute_with_drive` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_topological_sort_tickets_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | . | -| `ui_file_paths` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `rag_emb_provider` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `synthesize_aggregate_profile` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_check_existing_index_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_compute_score` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `walk` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | 3 | . | +| `style_var` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `str_to_entry` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_set_mcp_config_json_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_create_gemini_cache_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `__init__` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | 1 | . | . | . | +| `_dashscope_exception_from_response` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `add_producer` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `list_directory_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `extract_tags` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_list_gemini_models_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_simulate_save_preset` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `jump_to_undo` | . | . | . | . | 2 | . | . | . | . | . | 4 | . | . | . | . | . | . | . | . | . | +| `_save_file` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `load_memory_dim_overrides` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `__setattr__` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `is_session_whitelisted` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `update_usage` | . | . | . | . | . | . | . | 1 | . | . | . | . | . | . | . | . | . | . | . | . | +| `_offload_entry_payload` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_queue_put` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `add_consumer` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | +| `_normalize_bullet_delimiters` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `get_tree` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `__getattr__` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `get` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_strip_private_keys` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_spawn_worker` | . | . | . | . | . | . | . | . | . | . | . | . | . | 3 | . | . | . | . | . | . | +| `_tier_stream_scroll_sync_result` | . | . | . | . | . | . | 2 | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_normalize_nested_list_endings` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `__init__` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_record_startup_timeline_error` | . | . | . | . | . | 1 | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `run_powershell` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `summarise_items` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_classify_minimax_error` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_handle_ai_response` | 2 | 2 | 1 | . | . | . | . | . | 1 | 1 | . | 5 | . | . | 2 | . | . | . | . | . | +| `ai_status` | . | 1 | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `with_scope` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_truncate_tool_output` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_apply_preset` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `py_get_docstring_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `get_text_value` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_cb_ticket_skip` | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | . | . | . | +| `put` | . | . | . | 1 | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `clutch_callback` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `get_value` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_classify_gemini_error` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -_... 33 more fields_ +_... 42 more fields_ ## Access pattern @@ -1678,781 +1688,783 @@ _... 33 more fields_ **Per-function pattern distribution:** -- `whole_struct`: 34 functions (68%) -- `mixed`: 10 functions (20%) -- `field_by_field`: 6 functions (12%) +- `whole_struct`: 36 functions (72%) +- `field_by_field`: 10 functions (20%) +- `mixed`: 4 functions (8%) ## SSDL Sketch for `Metadata` ``` [Q:Metadata entry-point] -> [Q:PCG lookup] - -> [1: from_dict] [B:check] (branches=0) - -> [2: aggregate_cross_audit_findings] [B:is None?] (branches=2) [N:safe] - -> [3: approve_mma_ticket] [B:check] (branches=1) - -> [4: update_auto_whitelist_status] [B:check] (branches=18) - -> [5: from_dict] [B:check] (branches=0) - -> [6: _send_gemini] [B:is None?] (branches=75) [N:safe] - -> [7: from_dict] [B:check] (branches=0) - -> [8: save_project] [B:is None?] (branches=7) [N:safe] - -> [9: run_tier4_analysis] [B:check] (branches=0) - -> [10: _flush_to_project_result] [B:check] (branches=2) - -> [11: classify_memory_dim] [B:check] (branches=2) - -> [12: __init__] [B:check] (branches=2) - -> [13: create_bead] [B:check] (branches=0) - -> [14: fuzzy_match] [B:check] (branches=2) - -> [15: set_gamma] [B:check] (branches=0) - -> [16: update_task_status] [B:check] (branches=0) - -> [17: estimate_call_frequency] [B:check] (branches=2) - -> [18: walk] [B:check] (branches=23) - -> [19: detect_access_pattern] [B:is None?] (branches=5) [N:safe] - -> [20: _get_app_attr] [B:check] (branches=3) - -> [21: _send_llama_native] [B:check] (branches=12) - -> [22: _handle_mma_state_update] [B:is None?] (branches=27) [N:safe] - -> [23: _list_deepseek_models] [B:check] (branches=0) - -> [24: __init__] [B:check] (branches=0) - -> [25: _on_comms_entry] [B:check] (branches=32) - -> [26: approve_task] [B:check] (branches=0) - -> [27: ui_screenshot_paths] [B:check] (branches=0) - -> [28: __init__] [B:check] (branches=2) - -> [29: _extract_gemini_thoughts_result] [B:is None?] (branches=9) [N:safe] - -> [30: get_brightness] [B:check] (branches=0) - -> [31: undo] [B:check] (branches=1) - -> [32: _drain_normalize_errors] [B:is None?] (branches=6) [N:safe] - -> [33: _rename_discussion] [B:check] (branches=3) - -> [34: get_file_slice] [B:check] (branches=1) - -> [35: tab_bar] [B:check] (branches=0) - -> [36: log_tool_call] [B:is None?] (branches=8) [N:safe] - -> [37: current_model] [B:check] (branches=0) - -> [38: embed] [B:check] (branches=0) - -> [39: get_preset_scope] [B:check] (branches=3) - -> [40: file_origin_memory_dim] [B:check] (branches=3) - -> [41: __init__] [B:check] (branches=0) - -> [42: get_gamma] [B:check] (branches=0) - -> [43: style_var] [B:check] (branches=0) - -> [44: _save_file] [B:check] (branches=3) - -> [45: is_absolute_with_drive] [B:check] (branches=2) - -> [46: _topological_sort_tickets_result] [B:check] (branches=2) - -> [47: ui_file_paths] [B:check] (branches=0) - -> [48: rag_emb_provider] [B:check] (branches=0) - -> [49: synthesize_aggregate_profile] [B:is None?] (branches=4) [N:safe] - -> [50: _check_existing_index_result] [B:check] (branches=6) - -> [51: read_input_json] [B:check] (branches=5) - -> [52: walk] [B:check] (branches=23) - -> [53: is_session_whitelisted] [B:is None?] (branches=1) [N:safe] - -> [54: py_update_definition_result] [B:check] (branches=6) - -> [55: render_unindented] [B:check] (branches=0) - -> [56: set_summary] [B:check] (branches=2) - -> [57: classify_dashscope_error] [B:check] (branches=5) - -> [58: _cb_save_view_preset] [B:check] (branches=2) - -> [59: delete_context_preset] [B:check] (branches=1) - -> [60: style_color] [B:check] (branches=0) - -> [61: _handle_set_tool_log_dirty] [B:check] (branches=0) - -> [62: read_file] [B:check] (branches=1) - -> [63: _api_get_session] [B:check] (branches=1) - -> [64: get_contrast] [B:check] (branches=0) - -> [65: launch_diff] [B:check] (branches=3) - -> [66: get_archive_dir] [B:check] (branches=0) - -> [67: from_dict] [B:check] (branches=4) - -> [68: _classify_minimax_error] [B:is None?] (branches=21) [N:safe] - -> [69: _chunk_code_result] [B:check] (branches=4) - -> [70: _set_rag_status] [B:check] (branches=1) - -> [71: _resolve_font_path_result] [B:check] (branches=7) - -> [72: _add_bleed_derived] [B:check] (branches=0) - -> [73: __init__] [B:is None?] (branches=0) [N:safe] - -> [74: _diag_layout_state_ini_text_result] [B:check] (branches=3) - -> [75: _ast_update_definition] [B:check] (branches=0) - -> [76: mutate_dag] [B:is None?] (branches=8) [N:safe] - -> [77: py_get_symbol_info_result] [B:check] (branches=5) - -> [78: cb_load_prior_log] [B:is None?] (branches=13) [N:safe] - -> [79: embed] [B:check] (branches=0) - -> [80: from_dict] [B:check] (branches=0) - -> [81: save_track_history] [B:check] (branches=1) - -> [82: set_current_tier] [B:check] (branches=0) - -> [83: _send_cli_round_result] [B:check] (branches=3) - -> [84: _save_fallback_project_result] [B:check] (branches=3) - -> [85: _require_warmed] [B:is None?] (branches=1) [N:safe] - -> [86: load_mcp_config] [B:check] (branches=4) - -> [87: _extract_dashscope_tool_calls] [B:check] (branches=4) - -> [88: fetch_url_result] [B:check] (branches=8) - -> [89: _strip_cache_controls] [B:check] (branches=4) - -> [90: _handle_clear_summary_cache] [B:check] (branches=0) - -> [91: _tier_stream_scroll_sync_result] [B:check] (branches=3) - -> [92: delete_profile] [B:check] (branches=2) - -> [93: _update_gcli_adapter] [B:check] (branches=1) - -> [94: _estimate_prompt_tokens] [B:check] (branches=2) - -> [95: handle_starttag] [B:check] (branches=6) - -> [96: set_contrast] [B:check] (branches=0) - -> [97: _delete_discussion] [B:check] (branches=3) - -> [98: _build_files_section_from_items] [B:is None?] (branches=5) [N:safe] - -> [99: open_session] [B:is None?] (branches=5) [N:safe] - -> [100: post_project] [B:check] (branches=0) - -> [101: compute_real_type_alias_coverage] [B:check] (branches=6) - -> [102: load_all] [B:check] (branches=3) - -> [103: submit] [B:check] (branches=4) - -> [104: _render_ast_inspector_file_content_result] [B:check] (branches=2) - -> [105: list_models] [B:check] (branches=8) - -> [106: _run_script] [B:is None?] (branches=3) [N:safe] - -> [107: _strip_private_keys] [B:check] (branches=0) - -> [108: load_from_config] [B:check] (branches=1) - -> [109: _handle_click] [B:check] (branches=9) - -> [110: _record_failure] [B:is None?] (branches=14) [N:safe] - -> [111: _parse_search_response_result] [B:check] (branches=5) - -> [112: __init__] [B:check] (branches=2) - -> [113: _toggle_window] [B:check] (branches=2) - -> [114: embed] [B:check] (branches=0) - -> [115: ts_cpp_update_definition] [B:check] (branches=1) - -> [116: ts_cpp_get_signature] [B:check] (branches=1) - -> [117: __init__] [B:check] (branches=0) - -> [118: ts_c_get_code_outline_result] [B:check] (branches=5) - -> [119: _dashscope_exception_from_response] [B:check] (branches=0) - -> [120: update_usage] [B:check] (branches=2) - -> [121: set_agent_tools] [B:check] (branches=0) - -> [122: is_hot_cold_split] [B:check] (branches=1) - -> [123: group_files_by_dir] [B:check] (branches=3) - -> [124: run_tier4_patch_generation] [B:check] (branches=0) - -> [125: _symbol_resolution_result] [B:check] (branches=4) - -> [126: set_bias_profile] [B:check] (branches=2) - -> [127: _build_chunked_context_blocks] [B:check] (branches=2) - -> [128: _normalize_path] [B:check] (branches=0) - -> [129: async_dispatch] [B:check] (branches=2) - -> [130: run_tier4_patch_callback] [B:check] (branches=0) - -> [131: generate_tracks] [B:check] (branches=11) - -> [132: _close_palette] [B:check] (branches=0) - -> [133: _normalize_nested_list_endings] [B:check] (branches=6) - -> [134: list_directory_result] [B:check] (branches=9) - -> [135: __init__] [B:check] (branches=2) - -> [136: current_provider] [B:check] (branches=0) - -> [137: map_finding_to_aggregates] [B:is None?] (branches=1) [N:safe] - -> [138: py_get_imports] [B:check] (branches=1) - -> [139: launch_editor] [B:check] (branches=3) - -> [140: compute_file_stats] [B:check] (branches=6) - -> [141: render_discussion_entry_read_mode] [B:check] (branches=18) - -> [142: search_files] [B:check] (branches=1) - -> [143: P3_pass] [B:check] (branches=10) - -> [144: ts_c_get_signature_result] [B:check] (branches=5) - -> [145: render_organization_deductions] [B:check] (branches=19) - -> [146: py_get_var_declaration_result] [B:check] (branches=8) - -> [147: delete_bias_profile] [B:check] (branches=2) - -> [148: _pre_dispatch] [B:check] (branches=8) - -> [149: read_file_result] [B:check] (branches=6) - -> [150: from_dict] [B:check] (branches=0) - -> [151: render_path_field] [B:check] (branches=5) - -> [152: ts_cpp_get_signature_result] [B:check] (branches=5) - -> [153: derive_code_path] [B:check] (branches=1) - -> [154: from_dict] [B:check] (branches=0) - -> [155: run_powershell] [B:check] (branches=21) - -> [156: _on_ai_stream] [B:is None?] (branches=5) [N:safe] - -> [157: aggregate_findings] [B:check] (branches=9) - -> [158: _send_minimax] [B:check] (branches=11) - -> [159: build_summary_markdown] [B:check] (branches=2) - -> [160: _normalize_bullet_delimiters] [B:check] (branches=0) - -> [161: _api_post_gui] [B:check] (branches=0) - -> [162: delete_preset] [B:check] (branches=3) - -> [163: _handle_hide_patch_modal] [B:check] (branches=0) - -> [164: ui_file_paths] [B:check] (branches=0) - -> [165: _api_confirm_action] [B:is None?] (branches=4) [N:safe] - -> [166: py_get_symbol_info] [B:check] (branches=1) - -> [167: analyze_consumer_pattern] [B:check] (branches=3) - -> [168: _cb_load_track_result] [B:check] (branches=6) - -> [169: py_get_hierarchy] [B:check] (branches=1) - -> [170: from_dict] [B:check] (branches=0) - -> [171: delete_preset] [B:check] (branches=2) - -> [172: _warmup_one] [B:is None?] (branches=7) [N:safe] - -> [173: truncate_entries] [B:check] (branches=4) - -> [174: mutate_mma_dag] [B:check] (branches=1) - -> [175: get_tool_spec] [B:check] (branches=1) - -> [176: build_discussion_text] [B:check] (branches=1) - -> [177: save_preset] [B:check] (branches=3) - -> [178: py_set_signature_result] [B:check] (branches=7) - -> [179: post_gui] [B:check] (branches=1) - -> [180: flat_config] [B:check] (branches=2) - -> [181: get_history] [B:check] (branches=3) - -> [182: menu] [B:check] (branches=0) - -> [183: _send_qwen] [B:check] (branches=9) - -> [184: render_palette_modal] [B:check] (branches=22) - -> [185: __init__] [B:check] (branches=0) - -> [186: create_slice] [B:check] (branches=0) - -> [187: _get_path] [B:check] (branches=3) - -> [188: get_symbol_definition] [B:check] (branches=2) - -> [189: _render_code_block] [B:is None?] (branches=11) [N:safe] - -> [190: get_node_status] [B:check] (branches=1) - -> [191: update_bead] [B:check] (branches=2) - -> [192: index_file] [B:check] (branches=13) - -> [193: py_set_var_declaration] [B:check] (branches=1) - -> [194: _create_discussion] [B:check] (branches=2) - -> [195: _simulate_save_preset] [B:check] (branches=0) - -> [196: delete_session] [B:check] (branches=0) - -> [197: build_markdown] [B:check] (branches=0) - -> [198: confirm_execution] [B:is None?] (branches=3) [N:safe] - -> [199: _handle_mma_step_approval] [B:check] (branches=6) - -> [200: tree_node_ex] [B:check] (branches=0) - -> [201: py_check_syntax_result] [B:check] (branches=7) - -> [202: load_frequency_overrides] [B:check] (branches=4) - -> [203: push] [B:check] (branches=1) - -> [204: mma_status] [B:check] (branches=0) - -> [205: _cb_save_workspace_profile] [B:check] (branches=2) - -> [206: _safe_controller_result] [B:is None?] (branches=4) [N:safe] - -> [207: get_token_stats] [B:check] (branches=3) - -> [208: _on_warmup_complete_callback] [B:is None?] (branches=5) [N:safe] - -> [209: delete_documents] [B:check] (branches=2) - -> [210: _trim_anthropic_history] [B:check] (branches=13) - -> [211: _compute_score] [B:check] (branches=3) - -> [212: ts_c_get_skeleton] [B:check] (branches=1) - -> [213: topological_sort] [B:check] (branches=3) - -> [214: save_persona] [B:check] (branches=1) - -> [215: _spawn_worker] [B:check] (branches=3) - -> [216: render_code] [B:check] (branches=0) - -> [217: _extract_tool_name] [B:check] (branches=13) - -> [218: __init__] [B:is None?] (branches=0) [N:safe] - -> [219: _make_serializable] [B:check] (branches=5) - -> [220: worker_comms_callback] [B:check] (branches=7) - -> [221: add_field_access] [B:check] (branches=0) - -> [222: register] [B:check] (branches=2) - -> [223: branch_discussion] [B:check] (branches=3) - -> [224: summarise_file] [B:check] (branches=7) - -> [225: mark_blocked] [B:check] (branches=0) - -> [226: py_set_var_declaration_result] [B:check] (branches=8) - -> [227: __init__] [B:check] (branches=2) - -> [228: approve_ticket] [B:check] (branches=4) - -> [229: run_discussion_compression] [B:check] (branches=14) - -> [230: _is_subsequence] [B:check] (branches=3) - -> [231: __init__] [B:check] (branches=4) - -> [232: __init__] [B:is None?] (branches=0) [N:safe] - -> [233: get_tracks_dir] [B:check] (branches=0) - -> [234: get_role_tint] [B:check] (branches=0) - -> [235: _do_project_switch] [B:check] (branches=9) - -> [236: apply_patch] [B:check] (branches=1) - -> [237: parse_thinking_trace] [B:check] (branches=1) - -> [238: _handle_show_track_proposal] [B:check] (branches=0) - -> [239: load_context_preset] [B:check] (branches=3) - -> [240: _run_tier4_patch_callback_result] [B:check] (branches=6) - -> [241: detect_nil_check_pattern] [B:is None?] (branches=11) [N:safe] - -> [242: py_get_imports_result] [B:check] (branches=13) - -> [243: render_unindented] [B:check] (branches=0) - -> [244: _set_tool_preset_result] [B:check] (branches=7) - -> [245: _handle_set_value] [B:check] (branches=6) - -> [246: count_branches_in_function] [B:is None?] (branches=9) [N:safe] - -> [247: save_bias_profile] [B:check] (branches=1) - -> [248: parse_symbols] [B:check] (branches=0) - -> [249: select_tab] [B:check] (branches=0) - -> [250: _run_tier4_analysis_result] [B:check] (branches=5) - -> [251: confirm_spawn] [B:is None?] (branches=6) [N:safe] - -> [252: child] [B:check] (branches=0) - -> [253: from_dict] [B:check] (branches=0) - -> [254: resolve_paths] [B:check] (branches=4) - -> [255: inject_context] [B:check] (branches=3) - -> [256: ts_c_get_code_outline] [B:check] (branches=1) - -> [257: py_get_definition] [B:check] (branches=1) - -> [258: set_file_slice] [B:check] (branches=1) - -> [259: get] [B:check] (branches=0) - -> [260: search_files_result] [B:check] (branches=9) - -> [261: _extract_minimax_reasoning] [B:check] (branches=5) - -> [262: py_update_definition] [B:check] (branches=1) - -> [263: find_in_scope] [B:check] (branches=10) - -> [264: _atom] [B:check] (branches=1) - -> [265: register] [B:check] (branches=0) - -> [266: handle_data] [B:check] (branches=2) - -> [267: set_brightness] [B:check] (branches=0) - -> [268: from_dict] [B:check] (branches=0) - -> [269: __init__] [B:check] (branches=0) - -> [270: _cb_start_track] [B:check] (branches=13) - -> [271: _resolve_filepath] [B:check] (branches=1) - -> [272: _save_file] [B:check] (branches=1) - -> [273: _append_tool_log] [B:check] (branches=6) - -> [274: ts_cpp_get_code_outline_result] [B:check] (branches=5) - -> [275: get_line_color] [B:check] (branches=3) - -> [276: _cb_delete_persona] [B:check] (branches=0) - -> [277: save_preset] [B:check] (branches=1) - -> [278: _dashscope_call] [B:check] (branches=5) - -> [279: _test_callback_func_write_to_file] [B:check] (branches=1) - -> [280: create_temp_modified_file] [B:check] (branches=1) - -> [281: __getattr__] [B:check] (branches=0) - -> [282: emit] [B:check] (branches=2) - -> [283: __init__] [B:check] (branches=2) - -> [284: _get_symbol_node] [B:check] (branches=12) - -> [285: get_file_hash] [B:check] (branches=0) - -> [286: _apply_preset] [B:check] (branches=4) - -> [287: _resolve_log_ref] [B:is None?] (branches=6) [N:safe] - -> [288: _send_streaming] [B:is None?] (branches=19) [N:safe] - -> [289: _create_gemini_cache_result] [B:check] (branches=3) - -> [290: _list_models_for_provider_result] [B:check] (branches=2) - -> [291: _cb_ticket_retry] [B:check] (branches=2) - -> [292: load_track_state] [B:check] (branches=4) - -> [293: walk] [B:check] (branches=23) - -> [294: _count_gaps] [B:check] (branches=5) - -> [295: web_search_result] [B:check] (branches=5) - -> [296: build_tier3_context] [B:check] (branches=50) - -> [297: py_get_code_outline] [B:check] (branches=1) - -> [298: _handle_custom_callback] [B:check] (branches=4) - -> [299: _repair_minimax_history] [B:check] (branches=10) - -> [300: send] [B:check] (branches=30) - -> [301: get_color] [B:check] (branches=7) - -> [302: parse_diff] [B:is None?] (branches=20) [N:safe] - -> [303: __getitem__] [B:is None?] (branches=4) [N:safe] - -> [304: kill_worker] [B:check] (branches=1) - -> [305: py_get_signature] [B:check] (branches=1) - -> [306: build_pcg] [B:check] (branches=12) - -> [307: _handle_set_mma_status] [B:check] (branches=0) - -> [308: _parse_float_result] [B:check] (branches=2) - -> [309: py_get_docstring] [B:check] (branches=1) - -> [310: kill_mma_worker] [B:check] (branches=1) - -> [311: _classify_anthropic_error] [B:check] (branches=15) - -> [312: resolve_pending_action] [B:check] (branches=6) - -> [313: build_diff_command] [B:check] (branches=0) - -> [314: __init__] [B:check] (branches=2) - -> [315: _record_startup_timeline_error] [B:check] (branches=1) - -> [316: add_documents] [B:check] (branches=2) - -> [317: jump_to_undo] [B:check] (branches=3) - -> [318: derive_code_path_result] [B:check] (branches=34) - -> [319: _on_api_event] [B:check] (branches=2) - -> [320: default_project] [B:check] (branches=0) - -> [321: get_file_slice_result] [B:check] (branches=5) - -> [322: _get_file_mtime_result] [B:check] (branches=2) - -> [323: _api_delete_session] [B:check] (branches=2) - -> [324: render_ssdl_rollup] [B:check] (branches=5) - -> [325: reset_tone_mapping] [B:check] (branches=2) - -> [326: _should_cache_gemini_result] [B:is None?] (branches=5) [N:safe] - -> [327: _refresh_api_metrics] [B:is None?] (branches=11) [N:safe] - -> [328: _is_contiguous] [B:check] (branches=0) - -> [329: _record_success] [B:is None?] (branches=14) [N:safe] - -> [330: _set_app_attr] [B:check] (branches=2) - -> [331: _handle_clear_ask] [B:check] (branches=1) - -> [332: rag_mcp_server] [B:check] (branches=1) - -> [333: set_base_system_prompt] [B:check] (branches=0) - -> [334: _set_minimax_provider_result] [B:check] (branches=2) - -> [335: drag] [B:check] (branches=0) - -> [336: _fetch_models] [B:check] (branches=11) - -> [337: _count_gemini_tokens_for_stats_result] [B:is None?] (branches=4) [N:safe] - -> [338: _cb_kill_ticket] [B:check] (branches=3) - -> [339: _count_tokens] [B:check] (branches=0) - -> [340: _log_stderr] [B:check] (branches=2) - -> [341: _ticket_id_max_int_result] [B:check] (branches=2) - -> [342: run_with_tool_loop] [B:is None?] (branches=23) [N:safe] - -> [343: get_text_value] [B:is None?] (branches=0) [N:safe] - -> [344: set_project_context_marker] [B:check] (branches=0) - -> [345: from_dict] [B:is None?] (branches=2) [N:safe] - -> [346: get_targeted_view] [B:check] (branches=56) - -> [347: render] [B:check] (branches=0) - -> [348: _split_row] [B:check] (branches=2) - -> [349: _all_function_refs] [B:check] (branches=2) - -> [350: update] [B:check] (branches=0) - -> [351: _get_app_attr] [B:check] (branches=3) - -> [352: delete_preset] [B:check] (branches=2) - -> [353: build_markdown_no_history] [B:check] (branches=0) - -> [354: edit_file_result] [B:check] (branches=10) - -> [355: current_model] [B:check] (branches=0) - -> [356: confirm_action] [B:check] (branches=0) - -> [357: _write_beads] [B:check] (branches=0) - -> [358: outline] [B:check] (branches=26) - -> [359: _summarise_markdown] [B:check] (branches=3) - -> [360: _test_callback_func_write_to_file] [B:check] (branches=1) - -> [361: parse_hunk_header] [B:check] (branches=2) - -> [362: _cb_ticket_skip] [B:check] (branches=2) - -> [363: get_skeleton] [B:check] (branches=27) - -> [364: _ast_get_definition] [B:check] (branches=0) - -> [365: _api_get_key] [B:check] (branches=3) - -> [366: delete_documents_by_path] [B:check] (branches=3) - -> [367: _repair_anthropic_history] [B:check] (branches=6) - -> [368: list_models_for_vendor] [B:check] (branches=1) - -> [369: resolve_slice] [B:check] (branches=18) - -> [370: render] [B:check] (branches=0) - -> [371: _handle_drag] [B:check] (branches=1) - -> [372: search] [B:check] (branches=8) - -> [373: _on_open_link] [B:check] (branches=5) - -> [374: estimate_cost] [B:check] (branches=3) - -> [375: py_get_code_outline_result] [B:check] (branches=6) - -> [376: from_dict] [B:check] (branches=0) - -> [377: scope] [B:check] (branches=0) - -> [378: _rag_search_result] [B:check] (branches=5) - -> [379: __getattr__] [B:check] (branches=2) - -> [380: log_comms] [B:is None?] (branches=3) [N:safe] - -> [381: compute_effective_codepaths] [B:check] (branches=2) - -> [382: dominant_pattern] [B:check] (branches=2) - -> [383: get_track_state_dir] [B:check] (branches=0) - -> [384: configure] [B:is None?] (branches=7) [N:safe] - -> [385: apply_syntax_palette] [B:is None?] (branches=2) [N:safe] - -> [386: phase] [B:check] (branches=3) - -> [387: _deserialize_active_track_result] [B:check] (branches=3) - -> [388: __init__] [B:check] (branches=0) - -> [389: _chunk_text] [B:check] (branches=3) - -> [390: deep_search] [B:check] (branches=7) - -> [391: rag_source] [B:check] (branches=0) - -> [392: parse_tables] [B:check] (branches=7) - -> [393: _load_fonts_main_result] [B:check] (branches=3) - -> [394: right_click] [B:check] (branches=0) - -> [395: build_discussion_section] [B:check] (branches=2) - -> [396: _on_warmup_complete_callback_result] [B:check] (branches=6) - -> [397: start_services] [B:check] (branches=0) - -> [398: spawn_mma_worker] [B:check] (branches=1) - -> [399: P2_pass] [B:is None?] (branches=6) [N:safe] - -> [400: window] [B:check] (branches=0) - -> [401: web_search] [B:check] (branches=1) - -> [402: get] [B:check] (branches=2) - -> [403: detect_frequency_from_entry_point] [B:check] (branches=6) - -> [404: _toggle_attr] [B:check] (branches=2) - -> [405: handle_starttag] [B:check] (branches=6) - -> [406: render_thinking_trace] [B:check] (branches=12) - -> [407: __init__] [B:check] (branches=0) - -> [408: click] [B:check] (branches=0) - -> [409: generate_tickets] [B:check] (branches=12) - -> [410: __getattr__] [B:check] (branches=0) - -> [411: _handle_select_list_item] [B:check] (branches=2) - -> [412: from_dict] [B:check] (branches=4) - -> [413: _add_history_cache_breakpoint] [B:check] (branches=5) - -> [414: reset_session] [B:check] (branches=0) - -> [415: _save_file] [B:check] (branches=1) - -> [416: render_ssdl_sketch] [B:check] (branches=4) - -> [417: get_curated_view] [B:check] (branches=24) - -> [418: _write_raw] [B:check] (branches=1) - -> [419: deep_search] [B:check] (branches=7) - -> [420: _has_app_attr] [B:check] (branches=3) - -> [421: build_screenshots_section] [B:check] (branches=6) - -> [422: _send_gemini_cli] [B:is None?] (branches=23) [N:safe] - -> [423: id] [B:check] (branches=0) - -> [424: _normalize_list_continuations] [B:check] (branches=9) - -> [425: __init__] [B:check] (branches=0) - -> [426: _cb_apply_view_preset] [B:check] (branches=1) - -> [427: redo] [B:check] (branches=1) - -> [428: compute_result_coverage] [B:check] (branches=2) - -> [429: __init__] [B:check] (branches=1) - -> [430: _make_request] [B:check] (branches=8) - -> [431: _handle_refresh_from_project] [B:check] (branches=0) - -> [432: _set_context_files] [B:check] (branches=0) - -> [433: apply] [B:check] (branches=10) - -> [434: _handle_ask] [B:check] (branches=0) - -> [435: set_session_start_time] [B:check] (branches=2) - -> [436: _resolve_aliases] [B:is None?] (branches=7) [N:safe] - -> [437: _content_block_to_dict] [B:check] (branches=5) - -> [438: entry_to_str] [B:check] (branches=3) - -> [439: _is_table_at] [B:check] (branches=2) - -> [440: _list_gemini_models_result] [B:check] (branches=7) - -> [441: run_audit] [B:check] (branches=4) - -> [442: render_text_viewer] [B:check] (branches=3) - -> [443: get_tree_result] [B:check] (branches=13) - -> [444: render_code] [B:check] (branches=0) - -> [445: ts_cpp_get_definition_result] [B:check] (branches=5) - -> [446: get_cached_tree] [B:check] (branches=4) - -> [447: async_dispatch] [B:check] (branches=2) - -> [448: _cb_delete_bias_profile] [B:check] (branches=0) - -> [449: py_get_class_summary_result] [B:check] (branches=10) - -> [450: P1_pass] [B:is None?] (branches=5) [N:safe] - -> [451: log_api_hook] [B:is None?] (branches=3) [N:safe] - -> [452: aggregate_pattern_from_consumers] [B:check] (branches=7) - -> [453: with_scope] [B:check] (branches=0) - -> [454: from_dict] [B:check] (branches=0) - -> [455: get_file_summary] [B:check] (branches=1) - -> [456: tab_item] [B:check] (branches=0) - -> [457: _classify_openai_compatible_error] [B:check] (branches=10) - -> [458: from_dict] [B:check] (branches=0) - -> [459: _on_tool_log] [B:check] (branches=1) - -> [460: get_persona_scope] [B:check] (branches=3) - -> [461: update_definition] [B:check] (branches=42) - -> [462: _cb_load_workspace_profile] [B:check] (branches=3) - -> [463: to_dsl_v2] [B:is None?] (branches=10) [N:safe] - -> [464: wait_for_event] [B:check] (branches=4) - -> [465: _summarise_python] [B:check] (branches=21) - -> [466: compute_decomposition_cost] [B:check] (branches=0) - -> [467: __getattr__] [B:check] (branches=4) - -> [468: py_get_skeleton_result] [B:check] (branches=5) - -> [469: handle_data] [B:check] (branches=2) - -> [470: get_definition] [B:check] (branches=42) - -> [471: __init__] [B:check] (branches=2) - -> [472: _ast_get_signature] [B:check] (branches=0) - -> [473: _get_mtime_safe] [B:is None?] (branches=3) [N:safe] - -> [474: analyze_producer_size] [B:is None?] (branches=21) [N:safe] - -> [475: table] [B:check] (branches=0) - -> [476: get_tree] [B:check] (branches=1) - -> [477: code_path_audit_v2] [B:check] (branches=1) - -> [478: _aggregate_for_fqname] [B:check] (branches=4) - -> [479: clean_nones] [B:is None?] (branches=2) [N:safe] - -> [480: py_set_signature] [B:check] (branches=1) - -> [481: set_custom_system_prompt] [B:check] (branches=0) - -> [482: _strip_stale_file_refreshes] [B:check] (branches=12) - -> [483: __setattr__] [B:check] (branches=3) - -> [484: _clean_nones] [B:is None?] (branches=2) [N:safe] - -> [485: detect_language] [B:check] (branches=8) - -> [486: fetch_url] [B:check] (branches=1) - -> [487: handle_endtag] [B:check] (branches=5) - -> [488: _add_to_history] [B:check] (branches=3) - -> [489: promote_take] [B:check] (branches=4) - -> [490: save_track_state] [B:check] (branches=1) - -> [491: _init_ai_and_hooks] [B:check] (branches=2) - -> [492: py_get_docstring_result] [B:check] (branches=10) - -> [493: get_outline] [B:check] (branches=1) - -> [494: _append_comms] [B:is None?] (branches=1) [N:safe] - -> [495: parse_history_entries] [B:check] (branches=10) - -> [496: from_dict] [B:check] (branches=0) - -> [497: str_to_entry] [B:check] (branches=5) - -> [498: set_file_slice_result] [B:check] (branches=7) - -> [499: request_confirmation] [B:check] (branches=0) - -> [500: compute_real_decomposition_cost] [B:check] (branches=7) - -> [501: _classify_deepseek_error] [B:is None?] (branches=21) [N:safe] - -> [502: _report_worker_error] [B:check] (branches=2) - -> [503: get_conductor_dir] [B:check] (branches=2) - -> [504: put] [B:check] (branches=3) - -> [505: capture_state] [B:check] (branches=0) - -> [506: __init__] [B:check] (branches=0) - -> [507: render_discussion_entry] [B:check] (branches=21) - -> [508: from_dict] [B:check] (branches=0) - -> [509: parse_dsl_v2] [B:check] (branches=17) - -> [510: _handle_ticket_completed] [B:check] (branches=3) - -> [511: _cb_create_track] [B:check] (branches=4) - -> [512: py_check_syntax] [B:check] (branches=1) - -> [513: edit_file] [B:check] (branches=1) - -> [514: _confirm_and_run] [B:check] (branches=12) - -> [515: parse_ts] [B:check] (branches=2) - -> [516: _log_phase_output] [B:check] (branches=2) - -> [517: _set_mcp_config_json_result] [B:check] (branches=2) - -> [518: get_api_key] [B:check] (branches=0) - -> [519: _ast_get_skeleton] [B:check] (branches=0) - -> [520: estimate_struct_size] [B:check] (branches=3) - -> [521: run_all_cross_audit_reads] [B:check] (branches=4) - -> [522: popup_modal] [B:check] (branches=0) - -> [523: mcp_config_json] [B:check] (branches=0) - -> [524: _handle_set_ai_status] [B:check] (branches=0) - -> [525: _handle_mma_stream] [B:check] (branches=4) - -> [526: _ast_get_code_outline] [B:check] (branches=0) - -> [527: get_capabilities] [B:check] (branches=2) - -> [528: set_value] [B:check] (branches=0) - -> [529: kill_worker] [B:check] (branches=4) - -> [530: inject_context] [B:check] (branches=1) - -> [531: node] [B:check] (branches=0) - -> [532: ollama_chat] [B:check] (branches=3) - -> [533: post_api_session] [B:check] (branches=0) - -> [534: dispatch] [B:check] (branches=60) - -> [535: log_tool_output] [B:is None?] (branches=4) [N:safe] - -> [536: _cb_save_bias_profile] [B:check] (branches=0) - -> [537: set_provider] [B:check] (branches=7) - -> [538: add_producer] [B:check] (branches=0) - -> [539: _on_performance_alert] [B:check] (branches=0) - -> [540: get_code_outline] [B:is None?] (branches=8) [N:safe] - -> [541: parse] [B:check] (branches=0) - -> [542: _render_ast_inspector_outline_result] [B:check] (branches=6) - -> [543: __init__] [B:check] (branches=0) - -> [544: _read_file_content_result] [B:check] (branches=3) - -> [545: _start_track_logic_result] [B:check] (branches=10) - -> [546: from_dict] [B:check] (branches=0) - -> [547: __init__] [B:check] (branches=0) - -> [548: reload] [B:check] (branches=4) - -> [549: get_git_diff] [B:check] (branches=1) - -> [550: migrate_from_legacy_config] [B:check] (branches=2) - -> [551: __init__] [B:check] (branches=0) - -> [552: get_summary] [B:check] (branches=2) - -> [553: send] [B:check] (branches=19) - -> [554: get_signature] [B:check] (branches=46) - -> [555: push_event] [B:check] (branches=0) - -> [556: ts_cpp_get_code_outline] [B:check] (branches=1) - -> [557: ts_c_update_definition] [B:check] (branches=1) - -> [558: _handle_refresh_api_metrics] [B:check] (branches=1) - -> [559: _push_state] [B:check] (branches=1) - -> [560: _truncate_tool_output] [B:check] (branches=2) - -> [561: render_tier_stream_panel] [B:is None?] (branches=16) [N:safe] - -> [562: _build_tree] [B:check] (branches=8) - -> [563: get_indicator_state] [B:check] (branches=0) - -> [564: _get_path] [B:check] (branches=3) - -> [565: _on_warmup_complete_for_timeline] [B:check] (branches=0) - -> [566: get_git_commit] [B:check] (branches=2) - -> [567: py_get_signature_result] [B:check] (branches=10) - -> [568: format_discussion] [B:check] (branches=0) - -> [569: set_vendor_quota] [B:check] (branches=0) - -> [570: py_get_skeleton] [B:check] (branches=1) - -> [571: on] [B:check] (branches=1) - -> [572: py_get_var_declaration] [B:check] (branches=1) - -> [573: _switch_project] [B:check] (branches=7) - -> [574: extract_colon_blocks] [B:check] (branches=1) - -> [575: start_component] [B:check] (branches=2) - -> [576: from_dict] [B:check] (branches=0) - -> [577: py_find_usages_result] [B:check] (branches=19) - -> [578: _load_project_from_path_result] [B:check] (branches=2) - -> [579: build_dashscope_tools] [B:check] (branches=2) - -> [580: _execute_tool_calls_concurrently] [B:check] (branches=10) - -> [581: from_dict] [B:check] (branches=0) - -> [582: _save_context_preset_force] [B:check] (branches=2) - -> [583: _repair_deepseek_history] [B:check] (branches=6) - -> [584: _execute] [B:check] (branches=3) - -> [585: mark_manual_block] [B:check] (branches=0) - -> [586: _set_external_editor_default] [B:check] (branches=2) - -> [587: delete_persona] [B:check] (branches=2) - -> [588: _execute_single_tool_call_async] [B:is None?] (branches=15) [N:safe] - -> [589: wait_for_project_switch] [B:is None?] (branches=8) [N:safe] - -> [590: parse_json_tickets] [B:check] (branches=5) - -> [591: render_post_fx] [B:check] (branches=0) - -> [592: update_task_status] [B:check] (branches=1) - -> [593: _on_sigint] [B:check] (branches=1) - -> [594: set_tool_preset] [B:check] (branches=2) - -> [595: _send_blocking] [B:check] (branches=4) - -> [596: find_next_increment] [B:check] (branches=3) - -> [597: render_heavy_text] [B:check] (branches=8) - -> [598: __init__] [B:check] (branches=2) - -> [599: clutch_callback] [B:check] (branches=5) - -> [600: __init__] [B:check] (branches=0) - -> [601: restore_state] [B:check] (branches=1) - -> [602: get_value] [B:check] (branches=10) - -> [603: _summarise_toml] [B:check] (branches=8) - -> [604: _start_track_logic] [B:check] (branches=1) - -> [605: _switch_discussion] [B:check] (branches=4) - -> [606: _send_request] [B:check] (branches=2) - -> [607: __init__] [B:check] (branches=2) - -> [608: _handle_right_click] [B:check] (branches=1) - -> [609: _handle_show_patch_modal] [B:check] (branches=0) - -> [610: _offload_entry_payload] [B:check] (branches=10) - -> [611: load_themes_from_toml] [B:check] (branches=10) - -> [612: _cb_delete_view_preset] [B:check] (branches=0) - -> [613: _invalidate_token_estimate] [B:check] (branches=0) - -> [614: get_session] [B:check] (branches=0) - -> [615: _send_grok] [B:check] (branches=14) - -> [616: get_git_diff_result] [B:check] (branches=6) - -> [617: log_message] [B:check] (branches=0) - -> [618: save_to_config] [B:check] (branches=1) - -> [619: _fire_callback] [B:check] (branches=3) - -> [620: _get_avg] [B:check] (branches=3) - -> [621: ts_cpp_update_definition_result] [B:check] (branches=6) - -> [622: rag_mcp_tool] [B:check] (branches=1) - -> [623: ts_c_get_skeleton_result] [B:check] (branches=5) - -> [624: _send_anthropic] [B:is None?] (branches=40) [N:safe] - -> [625: _cb_delete_workspace_profile] [B:check] (branches=2) - -> [626: _cb_block_ticket] [B:check] (branches=7) - -> [627: _resolve_and_check_result] [B:check] (branches=5) - -> [628: ts_c_get_definition] [B:check] (branches=1) - -> [629: load_memory_dim_overrides] [B:check] (branches=4) - -> [630: _render_window_if_open] [B:check] (branches=4) - -> [631: _parse_tool_args_result] [B:check] (branches=2) - -> [632: ts_c_get_signature] [B:check] (branches=1) - -> [633: end_component] [B:is None?] (branches=8) [N:safe] - -> [634: _has_app_attr] [B:check] (branches=3) - -> [635: _is_likely_lang_tag] [B:check] (branches=1) - -> [636: _send_deepseek] [B:check] (branches=71) - -> [637: __init__] [B:check] (branches=2) - -> [638: _to_typed_tool_call] [B:check] (branches=3) - -> [639: add_consumer] [B:check] (branches=0) - -> [640: run_subagent_summarization] [B:check] (branches=11) - -> [641: reload_all] [B:check] (branches=2) - -> [642: _set_app_attr] [B:check] (branches=2) - -> [643: py_get_definition_result] [B:check] (branches=5) - -> [644: _populate_auto_slices_outline_result] [B:check] (branches=5) - -> [645: _list_minimax_models_result] [B:check] (branches=4) - -> [646: list_directory] [B:check] (branches=1) - -> [647: run_worker_lifecycle] [B:check] (branches=60) - -> [648: ts_cpp_get_skeleton_result] [B:check] (branches=5) - -> [649: from_dict] [B:check] (branches=0) - -> [650: __exit__] [B:check] (branches=0) - -> [651: _get_tm] [B:check] (branches=0) - -> [652: format_takes_diff] [B:check] (branches=10) - -> [653: send_openai_compatible] [B:is None?] (branches=5) [N:safe] - -> [654: _try_warm_sdk_result] [B:check] (branches=2) - -> [655: _set_bias_profile_result] [B:check] (branches=5) - -> [656: _tone_map] [B:check] (branches=0) - -> [657: _get_language_id] [B:check] (branches=7) - -> [658: get_context] [B:check] (branches=3) - -> [659: render_selectable_label] [B:check] (branches=6) - -> [660: from_dict] [B:check] (branches=0) - -> [661: _handle_mma_respond] [B:is None?] (branches=9) [N:safe] - -> [662: _trim_minimax_history] [B:check] (branches=8) - -> [663: __init__] [B:check] (branches=2) - -> [664: handle_endtag] [B:check] (branches=5) - -> [665: request_patch_approval] [B:check] (branches=0) - -> [666: _field_names_for_aggregate] [B:check] (branches=1) - -> [667: _analyze_function_field_accesses] [B:check] (branches=17) - -> [668: _summarise_generic] [B:check] (branches=10) - -> [669: generate_rationale] [B:check] (branches=0) - -> [670: summarise_items] [B:is None?] (branches=3) [N:safe] - -> [671: deep_search] [B:check] (branches=7) - -> [672: get_history] [B:check] (branches=1) - -> [673: log_cli_call] [B:is None?] (branches=3) [N:safe] - -> [674: update_session_metadata] [B:check] (branches=1) - -> [675: _api_post_api_session] [B:check] (branches=1) - -> [676: suggest_defusing_technique] [B:check] (branches=4) - -> [677: count_tokens] [B:check] (branches=0) - -> [678: _cb_unblock_ticket] [B:check] (branches=10) - -> [679: load_themes_from_dir] [B:check] (branches=6) - -> [680: get_editor] [B:check] (branches=1) - -> [681: _send_llama] [B:check] (branches=13) - -> [682: _classify_gemini_error] [B:check] (branches=21) - -> [683: _execute_gui_task_result] [B:check] (branches=6) - -> [684: request_patch_from_tier4_result] [B:check] (branches=6) - -> [685: popup] [B:check] (branches=0) - -> [686: spawn] [B:check] (branches=6) - -> [687: _handle_ticket_started] [B:check] (branches=8) - -> [688: load_track_history] [B:check] (branches=3) - -> [689: _get_gemini_history_list] [B:check] (branches=4) - -> [690: _starts_at_word_boundary] [B:check] (branches=4) - -> [691: py_find_usages] [B:check] (branches=1) - -> [692: run] [B:is None?] (branches=31) [N:safe] - -> [693: ts_c_update_definition_result] [B:check] (branches=6) - -> [694: load_theme_file] [B:check] (branches=5) - -> [695: post_gui] [B:check] (branches=0) - -> [696: register_session] [B:check] (branches=2) - -> [697: run] [B:check] (branches=1) - -> [698: load_context_preset] [B:check] (branches=1) - -> [699: py_get_class_summary] [B:check] (branches=1) - -> [700: _save_config_to_disk] [B:check] (branches=1) - -> [701: post_session] [B:check] (branches=1) - -> [702: __init__] [B:check] (branches=0) - -> [703: _cb_load_track] [B:check] (branches=2) - -> [704: _log_canary] [B:is None?] (branches=7) [N:safe] - -> [705: _cb_save_persona] [B:check] (branches=0) - -> [706: _parse_token_history_first_ts_result] [B:check] (branches=40) - -> [707: _file_to_aggregates] [B:check] (branches=4) - -> [708: current_provider] [B:check] (branches=0) - -> [709: approve_task] [B:check] (branches=3) - -> [710: _serialize_for_api] [B:check] (branches=4) - -> [711: from_dict] [B:check] (branches=0) - -> [712: build_markdown_from_items] [B:check] (branches=9) - -> [713: build_cross_audit_findings_for_aggregate] [B:check] (branches=7) - -> [714: _search_mcp] [B:check] (branches=1) - -> [715: from_dict] [B:check] (branches=0) - -> [716: call_tool] [B:check] (branches=2) - -> [717: get_syntax_palette_for_theme] [B:check] (branches=1) - -> [718: ts_c_get_definition_result] [B:check] (branches=5) - -> [719: rag_collection_name] [B:check] (branches=0) - -> [720: extract_tags] [B:check] (branches=0) - -> [721: trigger_patch] [B:check] (branches=1) - -> [722: _handle_set_comms_dirty] [B:check] (branches=0) - -> [723: stream_callback] [B:check] (branches=1) - -> [724: post_project] [B:check] (branches=0) - -> [725: _get_path] [B:check] (branches=3) - -> [726: _capture_workspace_profile] [B:check] (branches=3) - -> [727: cb_load_prior_log] [B:is None?] (branches=2) [N:safe] - -> [728: request_patch_from_tier4] [B:check] (branches=2) - -> [729: from_dict] [B:check] (branches=0) - -> [730: ai_status] [B:check] (branches=0) - -> [731: _cb_new_project_automated] [B:check] (branches=2) - -> [732: ts_cpp_get_skeleton] [B:check] (branches=1) - -> [733: _chunk_text] [B:check] (branches=0) - -> [734: _handle_mma_spawn_approval] [B:check] (branches=8) - -> [735: _handle_bead_updated] [B:check] (branches=4) - -> [736: save_preset] [B:check] (branches=1) - -> [737: save_profile] [B:check] (branches=1) - -> [738: extract_real_optimization_candidates] [B:check] (branches=4) - -> [739: __init__] [B:check] (branches=2) - -> [740: get_file_summary_result] [B:check] (branches=6) - -> [741: ts_cpp_get_definition] [B:check] (branches=1) - -> [742: _run_tier4_patch_generation_result] [B:check] (branches=5) - -> [743: analyze_consumer_fields] [B:check] (branches=10) - -> [744: apply_patch_to_file] [B:check] (branches=14) - -> [745: __getattr__] [B:check] (branches=0) - -> [746: _queue_put] [B:is None?] (branches=1) [N:safe] - -> [747: _estimate_message_tokens] [B:is None?] (branches=9) [N:safe] - -> [748: _resolve_path] [B:check] (branches=6) - -> [749: select_list_item] [B:check] (branches=0) - -> [750: get] [B:check] (branches=0) - -> [751: find_enclosing_function] [B:check] (branches=2) - -> [752: _handle_ai_response] [B:check] (branches=12) + -> [1: _resolve_filepath] [B:check] (branches=1) + -> [2: _count_gemini_tokens_for_stats_result] [B:is None?] (branches=4) [N:safe] + -> [3: _save_file] [B:check] (branches=1) + -> [4: _compute_score] [B:check] (branches=3) + -> [5: walk] [B:check] (branches=23) + -> [6: style_var] [B:check] (branches=0) + -> [7: str_to_entry] [B:check] (branches=5) + -> [8: _set_mcp_config_json_result] [B:check] (branches=2) + -> [9: _create_gemini_cache_result] [B:check] (branches=3) + -> [10: __init__] [B:check] (branches=0) + -> [11: _dashscope_exception_from_response] [B:check] (branches=0) + -> [12: add_producer] [B:check] (branches=0) + -> [13: list_directory_result] [B:check] (branches=9) + -> [14: extract_tags] [B:check] (branches=0) + -> [15: _list_gemini_models_result] [B:check] (branches=7) + -> [16: _simulate_save_preset] [B:check] (branches=0) + -> [17: jump_to_undo] [B:check] (branches=3) + -> [18: _save_file] [B:check] (branches=1) + -> [19: load_memory_dim_overrides] [B:check] (branches=4) + -> [20: __setattr__] [B:check] (branches=3) + -> [21: is_session_whitelisted] [B:is None?] (branches=1) [N:safe] + -> [22: update_usage] [B:check] (branches=2) + -> [23: _offload_entry_payload] [B:check] (branches=10) + -> [24: _queue_put] [B:is None?] (branches=1) [N:safe] + -> [25: add_consumer] [B:check] (branches=0) + -> [26: _normalize_bullet_delimiters] [B:check] (branches=0) + -> [27: get_tree] [B:check] (branches=1) + -> [28: __getattr__] [B:check] (branches=4) + -> [29: get] [B:check] (branches=2) + -> [30: _strip_private_keys] [B:check] (branches=0) + -> [31: _spawn_worker] [B:check] (branches=3) + -> [32: _tier_stream_scroll_sync_result] [B:check] (branches=3) + -> [33: _normalize_nested_list_endings] [B:check] (branches=6) + -> [34: __init__] [B:check] (branches=0) + -> [35: _record_startup_timeline_error] [B:check] (branches=1) + -> [36: run_powershell] [B:check] (branches=21) + -> [37: summarise_items] [B:is None?] (branches=3) [N:safe] + -> [38: _classify_minimax_error] [B:is None?] (branches=21) [N:safe] + -> [39: _handle_ai_response] [B:check] (branches=12) + -> [40: ai_status] [B:check] (branches=0) + -> [41: with_scope] [B:check] (branches=0) + -> [42: _truncate_tool_output] [B:check] (branches=2) + -> [43: _apply_preset] [B:check] (branches=4) + -> [44: py_get_docstring_result] [B:check] (branches=10) + -> [45: get_text_value] [B:is None?] (branches=0) [N:safe] + -> [46: _cb_ticket_skip] [B:check] (branches=2) + -> [47: put] [B:check] (branches=3) + -> [48: clutch_callback] [B:check] (branches=5) + -> [49: get_value] [B:check] (branches=10) + -> [50: _classify_gemini_error] [B:check] (branches=21) + -> [51: _cb_load_track_result] [B:check] (branches=6) + -> [52: set_file_slice] [B:check] (branches=1) + -> [53: _handle_show_patch_modal] [B:check] (branches=0) + -> [54: _has_app_attr] [B:check] (branches=3) + -> [55: mark_manual_block] [B:check] (branches=0) + -> [56: drag] [B:check] (branches=0) + -> [57: delete_preset] [B:check] (branches=2) + -> [58: ui_screenshot_paths] [B:check] (branches=0) + -> [59: from_dict] [B:check] (branches=0) + -> [60: _run_tier4_analysis_result] [B:check] (branches=5) + -> [61: file_origin_memory_dim] [B:check] (branches=3) + -> [62: _diag_layout_state_ini_text_result] [B:check] (branches=3) + -> [63: __init__] [B:check] (branches=2) + -> [64: delete_persona] [B:check] (branches=2) + -> [65: deep_search] [B:check] (branches=7) + -> [66: _make_serializable] [B:check] (branches=5) + -> [67: _fetch_models] [B:check] (branches=11) + -> [68: render_path_field] [B:check] (branches=5) + -> [69: estimate_call_frequency] [B:check] (branches=2) + -> [70: save_preset] [B:check] (branches=3) + -> [71: _add_bleed_derived] [B:check] (branches=0) + -> [72: _summarise_markdown] [B:check] (branches=3) + -> [73: _handle_hide_patch_modal] [B:check] (branches=0) + -> [74: _try_warm_sdk_result] [B:check] (branches=2) + -> [75: compute_file_stats] [B:check] (branches=6) + -> [76: _handle_clear_ask] [B:check] (branches=1) + -> [77: render_organization_deductions] [B:check] (branches=19) + -> [78: get_outline] [B:check] (branches=1) + -> [79: set_project_context_marker] [B:check] (branches=0) + -> [80: spawn_mma_worker] [B:check] (branches=1) + -> [81: from_dict] [B:check] (branches=0) + -> [82: _execute_gui_task_result] [B:check] (branches=6) + -> [83: from_dict] [B:check] (branches=0) + -> [84: parse_tables] [B:check] (branches=7) + -> [85: render_post_fx] [B:check] (branches=0) + -> [86: mcp_config_json] [B:check] (branches=0) + -> [87: get_git_diff_result] [B:check] (branches=6) + -> [88: _start_track_logic] [B:check] (branches=1) + -> [89: _get_tm] [B:check] (branches=0) + -> [90: _cb_save_bias_profile] [B:check] (branches=0) + -> [91: from_dict] [B:check] (branches=0) + -> [92: stream_callback] [B:check] (branches=1) + -> [93: _drain_normalize_errors] [B:is None?] (branches=6) [N:safe] + -> [94: confirm_execution] [B:is None?] (branches=3) [N:safe] + -> [95: map_finding_to_aggregates] [B:is None?] (branches=1) [N:safe] + -> [96: build_tier3_context] [B:check] (branches=50) + -> [97: parse] [B:check] (branches=0) + -> [98: _get_path] [B:check] (branches=3) + -> [99: get_tracks_dir] [B:check] (branches=0) + -> [100: reload_all] [B:check] (branches=2) + -> [101: __init__] [B:check] (branches=0) + -> [102: fetch_url] [B:check] (branches=1) + -> [103: P2_pass] [B:is None?] (branches=6) [N:safe] + -> [104: _warmup_one] [B:is None?] (branches=7) [N:safe] + -> [105: py_get_class_summary] [B:check] (branches=1) + -> [106: get_token_stats] [B:check] (branches=3) + -> [107: request_patch_from_tier4_result] [B:check] (branches=6) + -> [108: is_absolute_with_drive] [B:check] (branches=2) + -> [109: _on_tool_log] [B:check] (branches=1) + -> [110: _safe_controller_result] [B:is None?] (branches=4) [N:safe] + -> [111: find_in_scope] [B:check] (branches=10) + -> [112: _load_fonts_main_result] [B:check] (branches=3) + -> [113: open_session] [B:is None?] (branches=5) [N:safe] + -> [114: run_subagent_summarization] [B:check] (branches=11) + -> [115: __init__] [B:check] (branches=2) + -> [116: _execute] [B:check] (branches=3) + -> [117: build_discussion_section] [B:check] (branches=2) + -> [118: _cb_load_workspace_profile] [B:check] (branches=3) + -> [119: get] [B:check] (branches=0) + -> [120: _ast_get_skeleton] [B:check] (branches=0) + -> [121: ui_file_paths] [B:check] (branches=0) + -> [122: find_enclosing_function] [B:check] (branches=2) + -> [123: wait_for_project_switch] [B:is None?] (branches=8) [N:safe] + -> [124: py_set_signature] [B:check] (branches=1) + -> [125: delete_documents_by_path] [B:check] (branches=3) + -> [126: count_branches_in_function] [B:is None?] (branches=9) [N:safe] + -> [127: _ast_get_signature] [B:check] (branches=0) + -> [128: _handle_mma_step_approval] [B:check] (branches=6) + -> [129: fetch_url_result] [B:check] (branches=8) + -> [130: async_dispatch] [B:check] (branches=2) + -> [131: load_from_config] [B:check] (branches=1) + -> [132: _cb_create_track] [B:check] (branches=4) + -> [133: run_all_cross_audit_reads] [B:check] (branches=4) + -> [134: run_tier4_analysis] [B:check] (branches=0) + -> [135: resolve_paths] [B:check] (branches=4) + -> [136: _log_canary] [B:is None?] (branches=7) [N:safe] + -> [137: tree_node_ex] [B:check] (branches=0) + -> [138: generate_tracks] [B:check] (branches=11) + -> [139: delete_documents] [B:check] (branches=2) + -> [140: _ticket_id_max_int_result] [B:check] (branches=2) + -> [141: kill_worker] [B:check] (branches=4) + -> [142: get_track_state_dir] [B:check] (branches=0) + -> [143: py_get_class_summary_result] [B:check] (branches=10) + -> [144: _set_bias_profile_result] [B:check] (branches=5) + -> [145: parse_symbols] [B:check] (branches=0) + -> [146: redo] [B:check] (branches=1) + -> [147: _get_mtime_safe] [B:is None?] (branches=3) [N:safe] + -> [148: register] [B:check] (branches=2) + -> [149: _handle_click] [B:check] (branches=9) + -> [150: set_contrast] [B:check] (branches=0) + -> [151: _handle_mma_stream] [B:check] (branches=4) + -> [152: py_get_symbol_info_result] [B:check] (branches=5) + -> [153: py_get_imports] [B:check] (branches=1) + -> [154: _save_file] [B:check] (branches=3) + -> [155: set_session_start_time] [B:check] (branches=2) + -> [156: ts_cpp_get_code_outline] [B:check] (branches=1) + -> [157: detect_access_pattern] [B:is None?] (branches=5) [N:safe] + -> [158: __init__] [B:is None?] (branches=0) [N:safe] + -> [159: from_dict] [B:is None?] (branches=2) [N:safe] + -> [160: py_update_definition] [B:check] (branches=1) + -> [161: save_preset] [B:check] (branches=1) + -> [162: __init__] [B:check] (branches=2) + -> [163: ts_c_get_code_outline_result] [B:check] (branches=5) + -> [164: _summarise_generic] [B:check] (branches=10) + -> [165: menu] [B:check] (branches=0) + -> [166: group_files_by_dir] [B:check] (branches=3) + -> [167: __init__] [B:check] (branches=0) + -> [168: from_dict] [B:check] (branches=0) + -> [169: _ast_get_code_outline] [B:check] (branches=0) + -> [170: run] [B:is None?] (branches=31) [N:safe] + -> [171: parse_hunk_header] [B:check] (branches=2) + -> [172: get_editor] [B:check] (branches=1) + -> [173: _refresh_api_metrics] [B:is None?] (branches=11) [N:safe] + -> [174: current_provider] [B:check] (branches=0) + -> [175: inject_context] [B:check] (branches=3) + -> [176: register_session] [B:check] (branches=2) + -> [177: _atom] [B:check] (branches=1) + -> [178: _set_app_attr] [B:check] (branches=2) + -> [179: _symbol_resolution_result] [B:check] (branches=4) + -> [180: _parse_tool_args_result] [B:check] (branches=2) + -> [181: render_thinking_trace] [B:check] (branches=12) + -> [182: push] [B:check] (branches=1) + -> [183: log_api_hook] [B:is None?] (branches=3) [N:safe] + -> [184: render_discussion_entry_read_mode] [B:check] (branches=18) + -> [185: ts_c_get_definition_result] [B:check] (branches=5) + -> [186: get_targeted_view] [B:check] (branches=56) + -> [187: apply] [B:check] (branches=10) + -> [188: strip_h1] [B:check] (branches=2) + -> [189: _serialize_for_api] [B:check] (branches=4) + -> [190: get_indicator_state] [B:check] (branches=0) + -> [191: _all_function_refs] [B:check] (branches=2) + -> [192: _classify_anthropic_error] [B:check] (branches=15) + -> [193: update_auto_whitelist_status] [B:check] (branches=18) + -> [194: find_next_increment] [B:check] (branches=3) + -> [195: _toggle_window] [B:check] (branches=2) + -> [196: compute_real_type_alias_coverage] [B:check] (branches=6) + -> [197: _send_streaming] [B:is None?] (branches=19) [N:safe] + -> [198: get_git_commit] [B:check] (branches=2) + -> [199: derive_code_path] [B:check] (branches=1) + -> [200: parse_thinking_trace] [B:check] (branches=1) + -> [201: topological_sort] [B:check] (branches=3) + -> [202: from_dict] [B:check] (branches=0) + -> [203: compute_real_decomposition_cost] [B:check] (branches=7) + -> [204: __init__] [B:check] (branches=0) + -> [205: _on_api_event] [B:check] (branches=2) + -> [206: right_click] [B:check] (branches=0) + -> [207: _should_cache_gemini_result] [B:is None?] (branches=5) [N:safe] + -> [208: _on_performance_alert] [B:check] (branches=0) + -> [209: _save_config_to_disk] [B:check] (branches=1) + -> [210: get_archive_dir] [B:check] (branches=0) + -> [211: __init__] [B:check] (branches=4) + -> [212: get_role_tint] [B:check] (branches=0) + -> [213: __init__] [B:is None?] (branches=0) [N:safe] + -> [214: render_text_viewer] [B:check] (branches=3) + -> [215: _get_file_mtime_result] [B:check] (branches=2) + -> [216: rag_collection_name] [B:check] (branches=0) + -> [217: _parse_float_result] [B:check] (branches=2) + -> [218: rag_emb_provider] [B:check] (branches=0) + -> [219: edit_file_result] [B:check] (branches=10) + -> [220: promote_take] [B:check] (branches=4) + -> [221: _normalize_path] [B:check] (branches=0) + -> [222: _render_window_if_open] [B:check] (branches=4) + -> [223: get_curated_view] [B:check] (branches=24) + -> [224: _push_state] [B:check] (branches=1) + -> [225: _fire_callback] [B:check] (branches=3) + -> [226: set_gamma] [B:check] (branches=0) + -> [227: load_mcp_config] [B:check] (branches=4) + -> [228: kill_worker] [B:check] (branches=1) + -> [229: _rename_discussion] [B:check] (branches=3) + -> [230: entry_to_str] [B:check] (branches=3) + -> [231: _parse_search_response_result] [B:check] (branches=5) + -> [232: save_track_state] [B:check] (branches=1) + -> [233: _handle_set_mma_status] [B:check] (branches=0) + -> [234: _field_names_for_aggregate] [B:check] (branches=1) + -> [235: create_temp_modified_file] [B:check] (branches=1) + -> [236: format_discussion] [B:check] (branches=0) + -> [237: get_cached_tree] [B:check] (branches=4) + -> [238: node] [B:check] (branches=0) + -> [239: get_contrast] [B:check] (branches=0) + -> [240: parse_json_tickets] [B:check] (branches=5) + -> [241: to_dsl_v2] [B:is None?] (branches=10) [N:safe] + -> [242: handle_data] [B:check] (branches=2) + -> [243: detect_frequency_from_entry_point] [B:check] (branches=6) + -> [244: _resolve_aliases] [B:is None?] (branches=7) [N:safe] + -> [245: handle_starttag] [B:check] (branches=6) + -> [246: _api_get_key] [B:check] (branches=3) + -> [247: _switch_project] [B:check] (branches=7) + -> [248: _repair_anthropic_history] [B:check] (branches=6) + -> [249: from_dict] [B:check] (branches=4) + -> [250: _dashscope_call] [B:check] (branches=5) + -> [251: _cb_apply_view_preset] [B:check] (branches=1) + -> [252: from_dict] [B:check] (branches=0) + -> [253: _strip_stale_file_refreshes] [B:check] (branches=12) + -> [254: save_preset] [B:check] (branches=1) + -> [255: _handle_select_list_item] [B:check] (branches=2) + -> [256: is_hot_cold_split] [B:check] (branches=1) + -> [257: run] [B:check] (branches=1) + -> [258: apply_patch_to_file] [B:check] (branches=14) + -> [259: cb_load_prior_log] [B:is None?] (branches=2) [N:safe] + -> [260: _cb_delete_bias_profile] [B:check] (branches=0) + -> [261: format_takes_diff] [B:check] (branches=10) + -> [262: detect_nil_check_pattern] [B:is None?] (branches=11) [N:safe] + -> [263: style_color] [B:check] (branches=0) + -> [264: parse_ts] [B:check] (branches=2) + -> [265: from_dict] [B:check] (branches=0) + -> [266: _save_fallback_project_result] [B:check] (branches=3) + -> [267: resolve_pending_action] [B:check] (branches=6) + -> [268: get_tree_result] [B:check] (branches=13) + -> [269: from_dict] [B:check] (branches=0) + -> [270: extract_real_optimization_candidates] [B:check] (branches=4) + -> [271: _cb_save_persona] [B:check] (branches=0) + -> [272: ts_cpp_update_definition] [B:check] (branches=1) + -> [273: build_markdown_no_history] [B:check] (branches=0) + -> [274: send_openai_compatible] [B:is None?] (branches=5) [N:safe] + -> [275: _capture_workspace_profile] [B:check] (branches=3) + -> [276: __init__] [B:check] (branches=0) + -> [277: load_frequency_overrides] [B:check] (branches=4) + -> [278: list_models] [B:check] (branches=8) + -> [279: edit_file] [B:check] (branches=1) + -> [280: _record_success] [B:is None?] (branches=14) [N:safe] + -> [281: __init__] [B:check] (branches=1) + -> [282: search] [B:check] (branches=8) + -> [283: mutate_mma_dag] [B:check] (branches=1) + -> [284: _api_post_gui] [B:check] (branches=0) + -> [285: suggest_defusing_technique] [B:check] (branches=4) + -> [286: get_capabilities] [B:check] (branches=2) + -> [287: _on_open_link] [B:check] (branches=5) + -> [288: _split_row] [B:check] (branches=2) + -> [289: _strip_cache_controls] [B:check] (branches=4) + -> [290: request_patch_approval] [B:check] (branches=0) + -> [291: _analyze_function_field_accesses] [B:check] (branches=17) + -> [292: _is_contiguous] [B:check] (branches=0) + -> [293: deep_search] [B:check] (branches=7) + -> [294: _send_deepseek] [B:check] (branches=71) + -> [295: compute_decomposition_cost] [B:check] (branches=0) + -> [296: build_cross_audit_findings_for_aggregate] [B:check] (branches=7) + -> [297: _list_minimax_models_result] [B:check] (branches=4) + -> [298: py_get_symbol_info] [B:check] (branches=1) + -> [299: update] [B:check] (branches=0) + -> [300: _file_to_aggregates] [B:check] (branches=4) + -> [301: _handle_mma_spawn_approval] [B:check] (branches=8) + -> [302: current_provider] [B:check] (branches=0) + -> [303: child] [B:check] (branches=0) + -> [304: ts_c_get_signature] [B:check] (branches=1) + -> [305: build_markdown] [B:check] (branches=0) + -> [306: estimate_struct_size] [B:check] (branches=3) + -> [307: _ast_update_definition] [B:check] (branches=0) + -> [308: save_track_history] [B:check] (branches=1) + -> [309: get_history] [B:check] (branches=1) + -> [310: tab_bar] [B:check] (branches=0) + -> [311: build_screenshots_section] [B:check] (branches=6) + -> [312: _get_app_attr] [B:check] (branches=3) + -> [313: ts_c_update_definition_result] [B:check] (branches=6) + -> [314: _api_get_session] [B:check] (branches=1) + -> [315: set_custom_system_prompt] [B:check] (branches=0) + -> [316: _deserialize_active_track_result] [B:check] (branches=3) + -> [317: list_directory] [B:check] (branches=1) + -> [318: walk] [B:check] (branches=23) + -> [319: _trim_minimax_history] [B:check] (branches=8) + -> [320: __init__] [B:check] (branches=0) + -> [321: reset_session] [B:check] (branches=0) + -> [322: py_get_skeleton_result] [B:check] (branches=5) + -> [323: _api_post_api_session] [B:check] (branches=1) + -> [324: load_themes_from_toml] [B:check] (branches=10) + -> [325: __init__] [B:check] (branches=2) + -> [326: __init__] [B:check] (branches=0) + -> [327: load_themes_from_dir] [B:check] (branches=6) + -> [328: trigger_patch] [B:check] (branches=1) + -> [329: set_vendor_quota] [B:check] (branches=0) + -> [330: py_get_code_outline] [B:check] (branches=1) + -> [331: load_track_state] [B:check] (branches=4) + -> [332: _read_file_content_result] [B:check] (branches=3) + -> [333: from_dict] [B:check] (branches=0) + -> [334: _send_llama] [B:check] (branches=13) + -> [335: window] [B:check] (branches=0) + -> [336: py_set_signature_result] [B:check] (branches=7) + -> [337: from_dict] [B:check] (branches=0) + -> [338: _handle_bead_updated] [B:check] (branches=4) + -> [339: set_value] [B:check] (branches=0) + -> [340: on] [B:check] (branches=1) + -> [341: _is_likely_lang_tag] [B:check] (branches=1) + -> [342: render_code] [B:check] (branches=0) + -> [343: build_diff_command] [B:check] (branches=0) + -> [344: fuzzy_match] [B:check] (branches=2) + -> [345: read_input_json] [B:check] (branches=5) + -> [346: approve_task] [B:check] (branches=0) + -> [347: _send_request] [B:check] (branches=2) + -> [348: mark_blocked] [B:check] (branches=0) + -> [349: ts_cpp_get_signature_result] [B:check] (branches=5) + -> [350: py_get_imports_result] [B:check] (branches=13) + -> [351: _switch_discussion] [B:check] (branches=4) + -> [352: web_search_result] [B:check] (branches=5) + -> [353: undo] [B:check] (branches=1) + -> [354: end_component] [B:is None?] (branches=8) [N:safe] + -> [355: analyze_consumer_fields] [B:check] (branches=10) + -> [356: apply_syntax_palette] [B:is None?] (branches=2) [N:safe] + -> [357: __init__] [B:check] (branches=2) + -> [358: _cb_load_track] [B:check] (branches=2) + -> [359: _run_script] [B:is None?] (branches=3) [N:safe] + -> [360: log_cli_call] [B:is None?] (branches=3) [N:safe] + -> [361: _content_block_to_dict] [B:check] (branches=5) + -> [362: popup_modal] [B:check] (branches=0) + -> [363: ts_cpp_update_definition_result] [B:check] (branches=6) + -> [364: render] [B:check] (branches=0) + -> [365: from_dict] [B:check] (branches=0) + -> [366: _get_symbol_node] [B:check] (branches=12) + -> [367: _create_discussion] [B:check] (branches=2) + -> [368: get_color] [B:check] (branches=7) + -> [369: __init__] [B:is None?] (branches=0) [N:safe] + -> [370: get_line_color] [B:check] (branches=3) + -> [371: compute_effective_codepaths] [B:check] (branches=2) + -> [372: rag_source] [B:check] (branches=0) + -> [373: _build_chunked_context_blocks] [B:check] (branches=2) + -> [374: set_current_tier] [B:check] (branches=0) + -> [375: count_tokens] [B:check] (branches=0) + -> [376: parse_history_entries] [B:check] (branches=10) + -> [377: log_comms] [B:is None?] (branches=3) [N:safe] + -> [378: _handle_mma_respond] [B:is None?] (branches=9) [N:safe] + -> [379: _set_tool_preset_result] [B:check] (branches=7) + -> [380: set_summary] [B:check] (branches=2) + -> [381: py_get_var_declaration_result] [B:check] (branches=8) + -> [382: set_tool_preset] [B:check] (branches=2) + -> [383: render_discussion_entry] [B:check] (branches=21) + -> [384: select_list_item] [B:check] (branches=0) + -> [385: _is_table_at] [B:check] (branches=2) + -> [386: delete_context_preset] [B:check] (branches=1) + -> [387: _set_app_attr] [B:check] (branches=2) + -> [388: save_persona] [B:check] (branches=1) + -> [389: from_dict] [B:check] (branches=0) + -> [390: _summarise_toml] [B:check] (branches=8) + -> [391: wait_for_event] [B:check] (branches=4) + -> [392: log_tool_output] [B:is None?] (branches=4) [N:safe] + -> [393: ts_c_update_definition] [B:check] (branches=1) + -> [394: __exit__] [B:check] (branches=0) + -> [395: get_node_status] [B:check] (branches=1) + -> [396: _trim_anthropic_history] [B:check] (branches=13) + -> [397: _init_ai_and_hooks] [B:check] (branches=2) + -> [398: render] [B:check] (branches=0) + -> [399: popup] [B:check] (branches=0) + -> [400: __init__] [B:check] (branches=0) + -> [401: configure] [B:is None?] (branches=7) [N:safe] + -> [402: py_get_definition_result] [B:check] (branches=5) + -> [403: _api_confirm_action] [B:is None?] (branches=4) [N:safe] + -> [404: _load_project_from_path_result] [B:check] (branches=2) + -> [405: save_project] [B:is None?] (branches=7) [N:safe] + -> [406: _cb_save_view_preset] [B:check] (branches=2) + -> [407: P3_pass] [B:check] (branches=10) + -> [408: __init__] [B:check] (branches=0) + -> [409: branch_discussion] [B:check] (branches=3) + -> [410: get_conductor_dir] [B:check] (branches=2) + -> [411: emit] [B:check] (branches=2) + -> [412: py_get_definition] [B:check] (branches=1) + -> [413: current_model] [B:check] (branches=0) + -> [414: detect_language] [B:check] (branches=8) + -> [415: py_get_signature] [B:check] (branches=1) + -> [416: rag_mcp_tool] [B:check] (branches=1) + -> [417: __init__] [B:check] (branches=0) + -> [418: delete_preset] [B:check] (branches=3) + -> [419: __getitem__] [B:is None?] (branches=4) [N:safe] + -> [420: render_palette_modal] [B:check] (branches=22) + -> [421: classify_dashscope_error] [B:check] (branches=5) + -> [422: outline] [B:check] (branches=26) + -> [423: launch_diff] [B:check] (branches=3) + -> [424: set_bias_profile] [B:check] (branches=2) + -> [425: __getattr__] [B:check] (branches=0) + -> [426: _aggregate_for_fqname] [B:check] (branches=4) + -> [427: _cb_save_workspace_profile] [B:check] (branches=2) + -> [428: run_tier4_patch_callback] [B:check] (branches=0) + -> [429: _estimate_message_tokens] [B:is None?] (branches=9) [N:safe] + -> [430: _extract_dashscope_tool_calls] [B:check] (branches=4) + -> [431: post_project] [B:check] (branches=0) + -> [432: _populate_auto_slices_outline_result] [B:check] (branches=5) + -> [433: __init__] [B:check] (branches=2) + -> [434: create_slice] [B:check] (branches=0) + -> [435: web_search] [B:check] (branches=1) + -> [436: index_file] [B:check] (branches=13) + -> [437: handle_data] [B:check] (branches=2) + -> [438: _set_external_editor_default] [B:check] (branches=2) + -> [439: _get_app_attr] [B:check] (branches=3) + -> [440: async_dispatch] [B:check] (branches=2) + -> [441: _chunk_text] [B:check] (branches=3) + -> [442: _write_beads] [B:check] (branches=0) + -> [443: aggregate_pattern_from_consumers] [B:check] (branches=7) + -> [444: _repair_minimax_history] [B:check] (branches=10) + -> [445: render_selectable_label] [B:check] (branches=6) + -> [446: __init__] [B:check] (branches=0) + -> [447: __init__] [B:check] (branches=0) + -> [448: _handle_ticket_started] [B:check] (branches=8) + -> [449: py_find_usages] [B:check] (branches=1) + -> [450: _clean_nones] [B:is None?] (branches=2) [N:safe] + -> [451: build_dashscope_tools] [B:check] (branches=2) + -> [452: register] [B:check] (branches=0) + -> [453: clean_nones] [B:is None?] (branches=2) [N:safe] + -> [454: _extract_minimax_reasoning] [B:check] (branches=5) + -> [455: post_api_session] [B:check] (branches=0) + -> [456: get_file_summary] [B:check] (branches=1) + -> [457: set_agent_tools] [B:check] (branches=0) + -> [458: py_set_var_declaration] [B:check] (branches=1) + -> [459: _cb_delete_persona] [B:check] (branches=0) + -> [460: _topological_sort_tickets_result] [B:check] (branches=2) + -> [461: _on_sigint] [B:check] (branches=1) + -> [462: __getattr__] [B:check] (branches=0) + -> [463: submit] [B:check] (branches=4) + -> [464: ts_cpp_get_signature] [B:check] (branches=1) + -> [465: P1_pass] [B:is None?] (branches=5) [N:safe] + -> [466: __init__] [B:check] (branches=2) + -> [467: _resolve_path] [B:check] (branches=6) + -> [468: get_file_summary_result] [B:check] (branches=6) + -> [469: compute_result_coverage] [B:check] (branches=2) + -> [470: add_documents] [B:check] (branches=2) + -> [471: analyze_consumer_pattern] [B:check] (branches=3) + -> [472: read_file] [B:check] (branches=1) + -> [473: get_file_slice_result] [B:check] (branches=5) + -> [474: from_dict] [B:check] (branches=0) + -> [475: _on_ai_stream] [B:is None?] (branches=5) [N:safe] + -> [476: __init__] [B:check] (branches=2) + -> [477: _send_blocking] [B:check] (branches=4) + -> [478: _save_context_preset_force] [B:check] (branches=2) + -> [479: request_confirmation] [B:check] (branches=0) + -> [480: set_base_system_prompt] [B:check] (branches=0) + -> [481: _handle_ask] [B:check] (branches=0) + -> [482: _repair_deepseek_history] [B:check] (branches=6) + -> [483: default_project] [B:check] (branches=0) + -> [484: _add_history_cache_breakpoint] [B:check] (branches=5) + -> [485: __init__] [B:check] (branches=2) + -> [486: render_unindented] [B:check] (branches=0) + -> [487: set_brightness] [B:check] (branches=0) + -> [488: _record_failure] [B:is None?] (branches=14) [N:safe] + -> [489: py_check_syntax_result] [B:check] (branches=7) + -> [490: _rag_search_result] [B:check] (branches=5) + -> [491: run_audit] [B:check] (branches=4) + -> [492: _execute_tool_calls_concurrently] [B:check] (branches=10) + -> [493: render_ssdl_rollup] [B:check] (branches=5) + -> [494: ts_cpp_get_definition_result] [B:check] (branches=5) + -> [495: deep_search] [B:check] (branches=7) + -> [496: send] [B:check] (branches=30) + -> [497: push_event] [B:check] (branches=0) + -> [498: load_all] [B:check] (branches=3) + -> [499: get_persona_scope] [B:check] (branches=3) + -> [500: get_api_key] [B:check] (branches=0) + -> [501: _make_request] [B:check] (branches=8) + -> [502: _flush_to_project_result] [B:check] (branches=2) + -> [503: apply_patch] [B:check] (branches=1) + -> [504: _write_raw] [B:check] (branches=1) + -> [505: update_task_status] [B:check] (branches=0) + -> [506: _list_models_for_provider_result] [B:check] (branches=2) + -> [507: _on_warmup_complete_callback] [B:is None?] (branches=5) [N:safe] + -> [508: _estimate_prompt_tokens] [B:check] (branches=2) + -> [509: py_get_var_declaration] [B:check] (branches=1) + -> [510: capture_state] [B:check] (branches=0) + -> [511: _confirm_and_run] [B:check] (branches=12) + -> [512: _report_worker_error] [B:check] (branches=2) + -> [513: request_patch_from_tier4] [B:check] (branches=2) + -> [514: post_gui] [B:check] (branches=0) + -> [515: _list_deepseek_models] [B:check] (branches=0) + -> [516: __getattr__] [B:check] (branches=2) + -> [517: phase] [B:check] (branches=3) + -> [518: update_task_status] [B:check] (branches=1) + -> [519: _send_gemini_cli] [B:is None?] (branches=23) [N:safe] + -> [520: run_discussion_compression] [B:check] (branches=14) + -> [521: search_files_result] [B:check] (branches=9) + -> [522: __init__] [B:check] (branches=2) + -> [523: create_bead] [B:check] (branches=0) + -> [524: _send_qwen] [B:check] (branches=9) + -> [525: extract_colon_blocks] [B:check] (branches=1) + -> [526: _run_tier4_patch_callback_result] [B:check] (branches=6) + -> [527: update_session_metadata] [B:check] (branches=1) + -> [528: delete_session] [B:check] (branches=0) + -> [529: _test_callback_func_write_to_file] [B:check] (branches=1) + -> [530: post_project] [B:check] (branches=0) + -> [531: build_discussion_text] [B:check] (branches=1) + -> [532: start_services] [B:check] (branches=0) + -> [533: id] [B:check] (branches=0) + -> [534: _resolve_and_check_result] [B:check] (branches=5) + -> [535: embed] [B:check] (branches=0) + -> [536: get_gamma] [B:check] (branches=0) + -> [537: _render_ast_inspector_outline_result] [B:check] (branches=6) + -> [538: py_get_hierarchy] [B:check] (branches=1) + -> [539: _handle_show_track_proposal] [B:check] (branches=0) + -> [540: _check_existing_index_result] [B:check] (branches=6) + -> [541: dominant_pattern] [B:check] (branches=2) + -> [542: from_dict] [B:check] (branches=4) + -> [543: _extract_gemini_thoughts_result] [B:is None?] (branches=9) [N:safe] + -> [544: _send_gemini] [B:is None?] (branches=75) [N:safe] + -> [545: run_worker_lifecycle] [B:check] (branches=60) + -> [546: worker_comms_callback] [B:check] (branches=7) + -> [547: _execute_single_tool_call_async] [B:is None?] (branches=15) [N:safe] + -> [548: _toggle_attr] [B:check] (branches=2) + -> [549: _search_mcp] [B:check] (branches=1) + -> [550: _handle_set_comms_dirty] [B:check] (branches=0) + -> [551: _handle_custom_callback] [B:check] (branches=4) + -> [552: get_signature] [B:check] (branches=46) + -> [553: _cb_block_ticket] [B:check] (branches=7) + -> [554: _cb_kill_ticket] [B:check] (branches=3) + -> [555: _close_palette] [B:check] (branches=0) + -> [556: log_message] [B:check] (branches=0) + -> [557: render_code] [B:check] (branches=0) + -> [558: estimate_cost] [B:check] (branches=3) + -> [559: post_gui] [B:check] (branches=1) + -> [560: py_get_signature_result] [B:check] (branches=10) + -> [561: _build_tree] [B:check] (branches=8) + -> [562: save_to_config] [B:check] (branches=1) + -> [563: ts_c_get_signature_result] [B:check] (branches=5) + -> [564: approve_mma_ticket] [B:check] (branches=1) + -> [565: approve_task] [B:check] (branches=3) + -> [566: resolve_slice] [B:check] (branches=18) + -> [567: ts_c_get_definition] [B:check] (branches=1) + -> [568: synthesize_aggregate_profile] [B:is None?] (branches=4) [N:safe] + -> [569: embed] [B:check] (branches=0) + -> [570: _handle_ticket_completed] [B:check] (branches=3) + -> [571: _set_minimax_provider_result] [B:check] (branches=2) + -> [572: from_dict] [B:check] (branches=0) + -> [573: derive_code_path_result] [B:check] (branches=34) + -> [574: _require_warmed] [B:is None?] (branches=1) [N:safe] + -> [575: _pre_dispatch] [B:check] (branches=8) + -> [576: render_ssdl_sketch] [B:check] (branches=4) + -> [577: from_dict] [B:check] (branches=0) + -> [578: _cb_delete_view_preset] [B:check] (branches=0) + -> [579: get_summary] [B:check] (branches=2) + -> [580: __getattr__] [B:check] (branches=0) + -> [581: _invalidate_token_estimate] [B:check] (branches=0) + -> [582: _get_language_id] [B:check] (branches=7) + -> [583: rag_mcp_server] [B:check] (branches=1) + -> [584: py_get_code_outline_result] [B:check] (branches=6) + -> [585: get_file_slice] [B:check] (branches=1) + -> [586: ollama_chat] [B:check] (branches=3) + -> [587: _classify_openai_compatible_error] [B:check] (branches=10) + -> [588: approve_ticket] [B:check] (branches=4) + -> [589: from_dict] [B:check] (branches=0) + -> [590: py_update_definition_result] [B:check] (branches=6) + -> [591: walk] [B:check] (branches=23) + -> [592: _count_gaps] [B:check] (branches=5) + -> [593: current_model] [B:check] (branches=0) + -> [594: save_profile] [B:check] (branches=1) + -> [595: mutate_dag] [B:is None?] (branches=8) [N:safe] + -> [596: _handle_refresh_from_project] [B:check] (branches=0) + -> [597: py_find_usages_result] [B:check] (branches=19) + -> [598: handle_endtag] [B:check] (branches=5) + -> [599: _log_phase_output] [B:check] (branches=2) + -> [600: _resolve_font_path_result] [B:check] (branches=7) + -> [601: _handle_right_click] [B:check] (branches=1) + -> [602: tab_item] [B:check] (branches=0) + -> [603: render_unindented] [B:check] (branches=0) + -> [604: render_tier_stream_panel] [B:is None?] (branches=16) [N:safe] + -> [605: get_brightness] [B:check] (branches=0) + -> [606: generate_rationale] [B:check] (branches=0) + -> [607: _parse_token_history_first_ts_result] [B:check] (branches=40) + -> [608: _to_typed_tool_call] [B:check] (branches=3) + -> [609: _has_app_attr] [B:check] (branches=3) + -> [610: _resolve_log_ref] [B:is None?] (branches=6) [N:safe] + -> [611: add_field_access] [B:check] (branches=0) + -> [612: py_check_syntax] [B:check] (branches=1) + -> [613: summarise_file] [B:check] (branches=7) + -> [614: _render_ast_inspector_file_content_result] [B:check] (branches=2) + -> [615: _run_tier4_patch_generation_result] [B:check] (branches=5) + -> [616: _set_rag_status] [B:check] (branches=1) + -> [617: _is_subsequence] [B:check] (branches=3) + -> [618: get_definition] [B:check] (branches=42) + -> [619: _get_path] [B:check] (branches=3) + -> [620: _build_files_section_from_items] [B:is None?] (branches=5) [N:safe] + -> [621: build_markdown_from_items] [B:check] (branches=9) + -> [622: _handle_set_tool_log_dirty] [B:check] (branches=0) + -> [623: _handle_drag] [B:check] (branches=1) + -> [624: get_history] [B:check] (branches=3) + -> [625: _api_delete_session] [B:check] (branches=2) + -> [626: _chunk_code_result] [B:check] (branches=4) + -> [627: _handle_clear_summary_cache] [B:check] (branches=0) + -> [628: ts_cpp_get_skeleton] [B:check] (branches=1) + -> [629: aggregate_cross_audit_findings] [B:is None?] (branches=2) [N:safe] + -> [630: _classify_deepseek_error] [B:is None?] (branches=21) [N:safe] + -> [631: _get_gemini_history_list] [B:check] (branches=4) + -> [632: set_file_slice_result] [B:check] (branches=7) + -> [633: parse_diff] [B:is None?] (branches=20) [N:safe] + -> [634: _handle_set_value] [B:check] (branches=6) + -> [635: _handle_set_ai_status] [B:check] (branches=0) + -> [636: _send_anthropic] [B:is None?] (branches=40) [N:safe] + -> [637: _send_cli_round_result] [B:check] (branches=3) + -> [638: launch_editor] [B:check] (branches=3) + -> [639: code_path_audit_v2] [B:check] (branches=1) + -> [640: __init__] [B:check] (branches=2) + -> [641: classify_memory_dim] [B:check] (branches=2) + -> [642: load_track_history] [B:check] (branches=3) + -> [643: send] [B:check] (branches=19) + -> [644: _on_comms_entry] [B:check] (branches=32) + -> [645: from_dict] [B:check] (branches=0) + -> [646: inject_context] [B:check] (branches=1) + -> [647: load_context_preset] [B:check] (branches=1) + -> [648: call_tool] [B:check] (branches=2) + -> [649: py_set_var_declaration_result] [B:check] (branches=8) + -> [650: read_file_result] [B:check] (branches=6) + -> [651: _append_tool_log] [B:check] (branches=6) + -> [652: truncate_entries] [B:check] (branches=4) + -> [653: _send_llama_native] [B:check] (branches=12) + -> [654: _handle_refresh_api_metrics] [B:check] (branches=1) + -> [655: from_dict] [B:check] (branches=0) + -> [656: reset_tone_mapping] [B:check] (branches=2) + -> [657: from_dict] [B:check] (branches=0) + -> [658: run_tier4_patch_generation] [B:check] (branches=0) + -> [659: embed] [B:check] (branches=0) + -> [660: confirm_action] [B:check] (branches=0) + -> [661: ui_file_paths] [B:check] (branches=0) + -> [662: generate_tickets] [B:check] (branches=12) + -> [663: _cb_delete_workspace_profile] [B:check] (branches=2) + -> [664: _count_tokens] [B:check] (branches=0) + -> [665: ts_c_get_skeleton_result] [B:check] (branches=5) + -> [666: __init__] [B:check] (branches=2) + -> [667: scope] [B:check] (branches=0) + -> [668: migrate_from_legacy_config] [B:check] (branches=2) + -> [669: list_models_for_vendor] [B:check] (branches=1) + -> [670: get_skeleton] [B:check] (branches=27) + -> [671: spawn] [B:check] (branches=6) + -> [672: build_summary_markdown] [B:check] (branches=2) + -> [673: confirm_spawn] [B:is None?] (branches=6) [N:safe] + -> [674: _get_avg] [B:check] (branches=3) + -> [675: load_context_preset] [B:check] (branches=3) + -> [676: _send_grok] [B:check] (branches=14) + -> [677: _delete_discussion] [B:check] (branches=3) + -> [678: parse_dsl_v2] [B:check] (branches=17) + -> [679: aggregate_findings] [B:check] (branches=9) + -> [680: mma_status] [B:check] (branches=0) + -> [681: __init__] [B:check] (branches=2) + -> [682: search_files] [B:check] (branches=1) + -> [683: load_theme_file] [B:check] (branches=5) + -> [684: build_pcg] [B:check] (branches=12) + -> [685: _normalize_list_continuations] [B:check] (branches=9) + -> [686: _on_warmup_complete_for_timeline] [B:check] (branches=0) + -> [687: _do_project_switch] [B:check] (branches=9) + -> [688: get_preset_scope] [B:check] (branches=3) + -> [689: _summarise_python] [B:check] (branches=21) + -> [690: get_code_outline] [B:is None?] (branches=8) [N:safe] + -> [691: handle_starttag] [B:check] (branches=6) + -> [692: save_bias_profile] [B:check] (branches=1) + -> [693: _tone_map] [B:check] (branches=0) + -> [694: render_heavy_text] [B:check] (branches=8) + -> [695: from_dict] [B:check] (branches=0) + -> [696: delete_bias_profile] [B:check] (branches=2) + -> [697: delete_preset] [B:check] (branches=2) + -> [698: delete_profile] [B:check] (branches=2) + -> [699: py_get_docstring] [B:check] (branches=1) + -> [700: get_context] [B:check] (branches=3) + -> [701: get_tool_spec] [B:check] (branches=1) + -> [702: set_provider] [B:check] (branches=7) + -> [703: post_session] [B:check] (branches=1) + -> [704: flat_config] [B:check] (branches=2) + -> [705: _send_minimax] [B:check] (branches=11) + -> [706: update_definition] [B:check] (branches=42) + -> [707: _on_warmup_complete_callback_result] [B:check] (branches=6) + -> [708: _cb_unblock_ticket] [B:check] (branches=10) + -> [709: restore_state] [B:check] (branches=1) + -> [710: log_tool_call] [B:is None?] (branches=8) [N:safe] + -> [711: ts_c_get_skeleton] [B:check] (branches=1) + -> [712: _get_path] [B:check] (branches=3) + -> [713: ts_cpp_get_skeleton_result] [B:check] (branches=5) + -> [714: _handle_mma_state_update] [B:is None?] (branches=27) [N:safe] + -> [715: _render_code_block] [B:is None?] (branches=11) [N:safe] + -> [716: run_with_tool_loop] [B:is None?] (branches=23) [N:safe] + -> [717: handle_endtag] [B:check] (branches=5) + -> [718: reload] [B:check] (branches=4) + -> [719: kill_mma_worker] [B:check] (branches=1) + -> [720: cb_load_prior_log] [B:is None?] (branches=13) [N:safe] + -> [721: generate_audit_report] [B:check] (branches=13) + -> [722: analyze_producer_size] [B:is None?] (branches=21) [N:safe] + -> [723: _starts_at_word_boundary] [B:check] (branches=4) + -> [724: _ast_get_definition] [B:check] (branches=0) + -> [725: ts_c_get_code_outline] [B:check] (branches=1) + -> [726: from_dict] [B:check] (branches=0) + -> [727: get_file_hash] [B:check] (branches=0) + -> [728: get_git_diff] [B:check] (branches=1) + -> [729: get_session] [B:check] (branches=0) + -> [730: ts_cpp_get_definition] [B:check] (branches=1) + -> [731: _test_callback_func_write_to_file] [B:check] (branches=1) + -> [732: _start_track_logic_result] [B:check] (branches=10) + -> [733: _cb_start_track] [B:check] (branches=13) + -> [734: ts_cpp_get_code_outline_result] [B:check] (branches=5) + -> [735: dispatch] [B:check] (branches=60) + -> [736: click] [B:check] (branches=0) + -> [737: get_symbol_definition] [B:check] (branches=2) + -> [738: _append_comms] [B:is None?] (branches=1) [N:safe] + -> [739: _add_to_history] [B:check] (branches=3) + -> [740: _extract_tool_name] [B:check] (branches=13) + -> [741: _update_gcli_adapter] [B:check] (branches=1) + -> [742: py_get_skeleton] [B:check] (branches=1) + -> [743: _set_context_files] [B:check] (branches=0) + -> [744: _log_stderr] [B:check] (branches=2) + -> [745: update_bead] [B:check] (branches=2) + -> [746: select_tab] [B:check] (branches=0) + -> [747: get] [B:check] (branches=0) + -> [748: _cb_new_project_automated] [B:check] (branches=2) + -> [749: table] [B:check] (branches=0) + -> [750: _chunk_text] [B:check] (branches=0) + -> [751: __init__] [B:check] (branches=0) + -> [752: get_syntax_palette_for_theme] [B:check] (branches=1) + -> [753: _cb_ticket_retry] [B:check] (branches=2) + -> [754: start_component] [B:check] (branches=2) -> [T:done] ``` -**Effective codepaths:** 40142494212284116997693 (sum of 2^branches across 752 consumers) -**Total branch points:** 3466 +**Effective codepaths:** 40142494212284117005889 (sum of 2^branches across 754 consumers) +**Total branch points:** 3481 **Nil-check functions:** 74 **Defusing opportunities:** - **Nil Sentinel `[N]`**: Introduce a module-level `NIL_` sentinel whose field accesses return safe defaults. Replace None checks with the sentinel. Collapses 2^branch_count into ~1. - - Effective codepaths: 40142494212284116997693 -> 40142494212284116997545 -- **Immediate-Mode Cache `[Q:key] -> [I:FetchCached] -> [T]`**: Introduce a `metadata_cache` keyed lookup. Consumers request by key, get cached value, no field-existence checks. Reduces 123 field-check branches to 1 cache lookup. - - Effective codepaths: 40142494212284116997693 -> 123 + - Effective codepaths: 40142494212284117005889 -> 40142494212284117005741 +- **Immediate-Mode Cache `[Q:key] -> [I:FetchCached] -> [T]`**: Introduce a `metadata_cache` keyed lookup. Consumers request by key, get cached value, no field-existence checks. Reduces 101 field-check branches to 1 cache lookup. + - Effective codepaths: 40142494212284117005889 -> 101 - **Generational Handles `[I:ResolveHandle] -> [B:Gen matches?] -> [N|safe]`**: Wrap the aggregate in a generational handle (index + generation). Validation is one comparison; mismatch returns the nil sentinel. Reduces N lifetime branches to 1 handle validation + sentinel return. - - Effective codepaths: 40142494212284116997693 -> 752 + - Effective codepaths: 40142494212284117005889 -> 754 ## Frequency @@ -2466,24 +2478,24 @@ _... 33 more fields_ ## Result coverage -**Summary:** 457 producers, 697 consumers +**Summary:** 459 producers, 699 consumers | metric | value | |---|---| -| total producers | 457 | -| result producers | 457 | -| total consumers | 697 | +| total producers | 459 | +| result producers | 459 | +| total consumers | 699 | | result consumers | 0 | ## Type alias coverage -**Summary:** 123 sites; 0 typed (0%); 123 untyped (100%) +**Summary:** 101 sites; 0 typed (0%); 101 untyped (100%) | metric | value | |---|---| -| total field-access sites | 123 | +| total field-access sites | 101 | | typed sites (canonical field) | 0 | -| untyped sites (wildcard) | 123 | +| untyped sites (wildcard) | 101 | ## Cross-audit findings @@ -2505,59 +2517,68 @@ _... 33 more fields_ | field | access count | access pattern | |---|---|---| -| `content` | 3 | hot | -| `marker` | 3 | hot | -| `get` | 3 | hot | -| `files` | 2 | used | -| `_id` | 2 | used | -| `_flags` | 2 | used | -| `_size` | 2 | used | -| `_dirty` | 2 | used | -| `engine` | 2 | used | -| `controller` | 2 | used | -| `_make_request` | 1 | used | -| `data` | 1 | used | -| `update_session_metadata` | 1 | used | -| `encode` | 1 | used | -| `discussion` | 1 | used | -| `_read_beads` | 1 | used | -| `_write_beads` | 1 | used | -| `lower` | 1 | used | -| `fqname` | 1 | used | +| `parent` | 2 | used | +| `startswith` | 2 | used | +| `event_queue` | 2 | used | +| `_ai_status` | 2 | used | +| `file` | 1 | used | | `children` | 1 | used | | `type` | 1 | used | | `child_by_field_name` | 1 | used | -| `active_track` | 1 | used | -| `_mma_status` | 1 | used | -| `active_tier` | 1 | used | -| `active_tickets` | 1 | used | -| `mma_tier_usage` | 1 | used | -| `_cb_load_workspace_profile` | 1 | used | -| `app` | 1 | used | -| `local_ts` | 1 | used | -| `_offload_entry_payload` | 1 | used | -| `ui_auto_add_history` | 1 | used | -| `_pending_comms_lock` | 1 | used | -| `session_usage` | 1 | used | -| `_pending_history_adds_lock` | 1 | used | -| `_token_history` | 1 | used | -| `_pending_comms` | 1 | used | -| `_pending_history_adds` | 1 | used | +| `mcp_config` | 1 | used | +| `base_url` | 1 | used | +| `api_key` | 1 | used | +| `rstrip` | 1 | used | +| `producers` | 1 | used | +| `files` | 1 | used | +| `context_files` | 1 | used | | `screenshots` | 1 | used | -| `_undo_stack` | 1 | used | +| `save_context_preset` | 1 | used | | `_redo_stack` | 1 | used | -| `values` | 1 | used | -| `ai_status` | 1 | used | -| `active_discussion` | 1 | used | -| `project` | 1 | used | -| `project_root` | 1 | used | -| `_load_file` | 1 | used | -| `startswith` | 1 | used | +| `_undo_stack` | 1 | used | +| `controller` | 1 | used | +| `data` | 1 | used | +| `_tier_usage_lock` | 1 | used | +| `tier_usage` | 1 | used | +| `put` | 1 | used | +| `consumers` | 1 | used | +| `engines` | 1 | used | +| `active_track` | 1 | used | +| `_tier_stream_last_len` | 1 | used | +| `set_scroll_here_y` | 1 | used | +| `split` | 1 | used | | `model` | 1 | used | -| `parent` | 1 | used | -| `_report_worker_error` | 1 | used | -| `rag_config` | 1 | used | -| `collection` | 1 | used | +| `ok` | 1 | used | +| `errors` | 1 | used | +| `_startup_timeline_errors` | 1 | used | +| `response` | 1 | used | +| `_trigger_blink` | 1 | used | +| `get` | 1 | used | +| `_token_stats_dirty` | 1 | used | +| `ai_response` | 1 | used | +| `_autofocus_response_tab` | 1 | used | +| `mma_streams` | 1 | used | +| `_worker_status` | 1 | used | +| `MAX_STREAM_SIZE` | 1 | used | +| `name` | 1 | used | +| `palette` | 1 | used | +| `syntax_palette` | 1 | used | +| `source_path` | 1 | used | +| `description` | 1 | used | +| `ui_global_system_prompt` | 1 | used | +| `ui_global_preset_name` | 1 | used | +| `ui_project_system_prompt` | 1 | used | +| `ui_project_preset_name` | 1 | used | +| `presets` | 1 | used | +| `get_value` | 1 | used | +| `active_tickets` | 1 | used | +| `websocket_server` | 1 | used | +| `_queue` | 1 | used | +| `to_dict` | 1 | used | +| `get_gui_state` | 1 | used | +| `get_gui_diagnostics` | 1 | used | +| `endswith` | 1 | used | +| `partition` | 1 | used | ## Optimization candidates @@ -2573,63 +2594,63 @@ Metadata: access_pattern=whole_struct, frequency=per_turn, struct_field_count=6, | function | pattern | field_accesses | confidence | |---|---|---|---| -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.code_path_audit.aggregate_cross_audit_findings` | `whole_struct` | | low | -| `src.api_hook_client.approve_mma_ticket` | `whole_struct` | `_make_request`=1 | high | -| `src.log_registry.update_auto_whitelist_status` | `mixed` | `data`=2, `update_session_metadata`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._send_gemini` | `whole_struct` | `encode`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.project_manager.save_project` | `mixed` | `discussion`=2, `files`=3 | high | -| `src.ai_client.run_tier4_analysis` | `whole_struct` | | low | -| `src.app_controller._flush_to_project_result` | `whole_struct` | | low | -| `src.code_path_audit.classify_memory_dim` | `whole_struct` | | low | -| `src.imgui_scopes.__init__` | `field_by_field` | `_id`=1, `_flags`=1, `_size`=2 | high | -| `src.beads_client.create_bead` | `mixed` | `_read_beads`=1, `_write_beads`=1 | high | -| `src.command_palette.fuzzy_match` | `whole_struct` | `lower`=1 | high | -| `src.theme_2.set_gamma` | `whole_struct` | | low | -| `src.multi_agent_conductor.update_task_status` | `mixed` | `_dirty`=1, `engine`=1 | high | -| `src.code_path_audit.estimate_call_frequency` | `whole_struct` | `fqname`=2 | high | +| `src.code_path_audit_ssdl._resolve_filepath` | `whole_struct` | `file`=2 | high | +| `src.ai_client._count_gemini_tokens_for_stats_result` | `whole_struct` | | low | +| `src.workspace_manager._save_file` | `whole_struct` | `parent`=1 | high | +| `src.command_palette._compute_score` | `whole_struct` | `startswith`=1 | high | | `src.file_cache.walk` | `field_by_field` | `children`=3, `type`=2, `child_by_field_name`=1 | high | -| `src.code_path_audit.detect_access_pattern` | `whole_struct` | | low | -| `src.api_hooks._get_app_attr` | `whole_struct` | `controller`=2 | high | -| `src.ai_client._send_llama_native` | `whole_struct` | | low | -| `src.app_controller._handle_mma_state_update` | `field_by_field` | `get`=1, `active_track`=5, `_mma_status`=2, `active_tier`=6, `active_tickets`=2, `mma_tier_usage`=6, `_cb_load_workspace_profile`=1 | high | -| `src.ai_client._list_deepseek_models` | `whole_struct` | | low | -| `src.api_hooks.__init__` | `whole_struct` | `app`=1 | high | -| `src.app_controller._on_comms_entry` | `field_by_field` | `local_ts`=1, `_offload_entry_payload`=1, `get`=7, `ui_auto_add_history`=3, `_pending_comms_lock`=1, `session_usage`=5, `_pending_history_adds_lock`=4, `_token_history`=1, `_pending_comms`=1, `_pending_history_adds`=4 | high | -| `src.multi_agent_conductor.approve_task` | `mixed` | `_dirty`=1, `engine`=1 | high | -| `src.gui_2.ui_screenshot_paths` | `whole_struct` | `screenshots`=1 | high | -| `src.imgui_scopes.__init__` | `field_by_field` | `_id`=1, `_flags`=1, `_size`=2 | high | -| `src.ai_client._extract_gemini_thoughts_result` | `whole_struct` | | low | -| `src.theme_2.get_brightness` | `whole_struct` | | low | -| `src.history.undo` | `mixed` | `_undo_stack`=2, `_redo_stack`=1 | high | -| `src.gui_2._drain_normalize_errors` | `whole_struct` | `values`=1 | high | -| `src.app_controller._rename_discussion` | `field_by_field` | `ai_status`=1, `active_discussion`=2, `project`=1 | high | -| `src.mcp_client.get_file_slice` | `whole_struct` | | low | -| `src.imgui_scopes.tab_bar` | `whole_struct` | | low | -| `src.session_logger.log_tool_call` | `whole_struct` | | low | -| `src.gui_2.current_model` | `whole_struct` | `controller`=1 | high | -| `src.rag_engine.embed` | `whole_struct` | | low | -| `src.presets.get_preset_scope` | `mixed` | `project_root`=2, `_load_file`=2 | high | -| `src.code_path_audit.file_origin_memory_dim` | `whole_struct` | `startswith`=1 | high | -| `src.rag_engine.__init__` | `whole_struct` | `model`=1 | high | -| `src.theme_2.get_gamma` | `whole_struct` | | low | | `src.imgui_scopes.style_var` | `whole_struct` | | low | -| `src.presets._save_file` | `whole_struct` | `parent`=4 | high | -| `src.aggregate.is_absolute_with_drive` | `whole_struct` | | low | -| `src.app_controller._topological_sort_tickets_result` | `whole_struct` | `_report_worker_error`=1 | high | -| `src.app_controller.ui_file_paths` | `whole_struct` | `files`=1 | high | -| `src.app_controller.rag_emb_provider` | `whole_struct` | `rag_config`=2 | high | -| `src.code_path_audit.synthesize_aggregate_profile` | `whole_struct` | `get`=5 | high | -| `src.rag_engine._check_existing_index_result` | `whole_struct` | `collection`=1 | high | +| `src.project_manager.str_to_entry` | `whole_struct` | | low | +| `src.app_controller._set_mcp_config_json_result` | `whole_struct` | `mcp_config`=1 | high | +| `src.ai_client._create_gemini_cache_result` | `whole_struct` | | low | +| `src.api_hook_client.__init__` | `field_by_field` | `base_url`=1, `api_key`=1, `rstrip`=1 | high | +| `src.ai_client._dashscope_exception_from_response` | `whole_struct` | | low | +| `src.code_path_audit.add_producer` | `whole_struct` | `producers`=1 | high | +| `src.mcp_client.list_directory_result` | `whole_struct` | | low | +| `src.thinking_parser.extract_tags` | `whole_struct` | | low | +| `src.ai_client._list_gemini_models_result` | `whole_struct` | | low | +| `src.gui_2._simulate_save_preset` | `field_by_field` | `files`=1, `context_files`=1, `screenshots`=1, `save_context_preset`=1 | high | +| `src.history.jump_to_undo` | `mixed` | `_redo_stack`=2, `_undo_stack`=4 | high | +| `src.personas._save_file` | `whole_struct` | `parent`=1 | high | +| `src.code_path_audit.load_memory_dim_overrides` | `whole_struct` | | low | +| `src.gui_2.__setattr__` | `whole_struct` | `controller`=2 | high | +| `src.log_registry.is_session_whitelisted` | `whole_struct` | `data`=1 | high | +| `src.multi_agent_conductor.update_usage` | `mixed` | `_tier_usage_lock`=1, `tier_usage`=3 | high | +| `src.app_controller._offload_entry_payload` | `whole_struct` | | low | +| `src.multi_agent_conductor._queue_put` | `whole_struct` | `put`=1 | high | +| `src.code_path_audit.add_consumer` | `whole_struct` | `consumers`=1 | high | +| `src.markdown_helper._normalize_bullet_delimiters` | `whole_struct` | | low | +| `src.mcp_client.get_tree` | `whole_struct` | | low | +| `src.app_controller.__getattr__` | `whole_struct` | `startswith`=1 | high | +| `src.log_registry.get` | `whole_struct` | | low | +| `src.ai_client._strip_private_keys` | `whole_struct` | | low | +| `src.app_controller._spawn_worker` | `field_by_field` | `engines`=1, `active_track`=3, `event_queue`=1 | high | +| `src.gui_2._tier_stream_scroll_sync_result` | `mixed` | `_tier_stream_last_len`=2, `set_scroll_here_y`=1 | high | +| `src.markdown_helper._normalize_nested_list_endings` | `whole_struct` | `split`=1 | high | +| `src.rag_engine.__init__` | `whole_struct` | `model`=1 | high | +| `src.app_controller._record_startup_timeline_error` | `field_by_field` | `ok`=1, `errors`=1, `_startup_timeline_errors`=1 | high | +| `src.shell_runner.run_powershell` | `whole_struct` | | low | +| `src.summarize.summarise_items` | `whole_struct` | | low | +| `src.ai_client._classify_minimax_error` | `whole_struct` | `response`=5 | high | +| `src.app_controller._handle_ai_response` | `field_by_field` | `_trigger_blink`=1, `get`=1, `_ai_status`=2, `_token_stats_dirty`=1, `ai_response`=2, `_autofocus_response_tab`=1, `mma_streams`=7, `_worker_status`=5, `MAX_STREAM_SIZE`=2 | high | +| `src.app_controller.ai_status` | `whole_struct` | `_ai_status`=1 | high | +| `src.theme_models.with_scope` | `field_by_field` | `name`=1, `palette`=1, `syntax_palette`=1, `source_path`=1, `description`=1 | high | +| `src.ai_client._truncate_tool_output` | `whole_struct` | | low | +| `src.app_controller._apply_preset` | `field_by_field` | `ui_global_system_prompt`=1, `ui_global_preset_name`=2, `ui_project_system_prompt`=1, `ui_project_preset_name`=2, `presets`=1 | high | +| `src.mcp_client.py_get_docstring_result` | `whole_struct` | | low | +| `src.api_hook_client.get_text_value` | `whole_struct` | `get_value`=1 | high | +| `src.app_controller._cb_ticket_skip` | `mixed` | `active_tickets`=1, `event_queue`=1 | high | +| `src.events.put` | `field_by_field` | `websocket_server`=2, `_queue`=1, `to_dict`=1 | high | +| `src.multi_agent_conductor.clutch_callback` | `whole_struct` | | low | +| `src.api_hook_client.get_value` | `field_by_field` | `get_gui_state`=2, `get_gui_diagnostics`=1, `endswith`=1, `partition`=1 | high | +| `src.ai_client._classify_gemini_error` | `whole_struct` | | low | ### Frequency evidence | function | frequency | source | note | |---|---|---|---| -| `src.gui_2._populate_auto_slices_file_read_result` | `per_turn` | `static_analysis` | producer from src\gui_2.py | -| `src.ai_client._try_warm_sdk_result` | `per_turn` | `static_analysis` | producer from src\ai_client.py | -| `src.api_hook_client.get_warmup_wait` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py | -| `src.app_controller._pending_mma_spawn` | `per_turn` | `static_analysis` | producer from src\app_controller.py | -| `src.summarize._summarise_generic` | `per_turn` | `static_analysis` | producer from src\summarize.py | +| `src.mcp_client.get_git_diff` | `per_turn` | `static_analysis` | producer from src\mcp_client.py | +| `src.mcp_client.ts_cpp_get_definition` | `per_turn` | `static_analysis` | producer from src\mcp_client.py | +| `src.mcp_client.dispatch` | `per_turn` | `static_analysis` | producer from src\mcp_client.py | +| `src.api_hook_client.click` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py | +| `src.provider_state.providers` | `per_turn` | `static_analysis` | producer from src\provider_state.py | diff --git a/docs/reports/code_path_audit/2026-06-22/aggregates/ToolCall.md b/docs/reports/code_path_audit/2026-06-22/aggregates/ToolCall.md index 99a00069..36a555ad 100644 --- a/docs/reports/code_path_audit/2026-06-22/aggregates/ToolCall.md +++ b/docs/reports/code_path_audit/2026-06-22/aggregates/ToolCall.md @@ -23,123 +23,123 @@ ### `src\ai_client.py` (16 producers) -- `src.ai_client._extract_dashscope_tool_calls` (line 2754) -- `src.ai_client._dashscope_call` (line 2716) -- `src.ai_client._strip_private_keys` (line 1464) -- `src.ai_client._parse_tool_args_result` (line 741) -- `src.ai_client._build_chunked_context_blocks` (line 1281) -- `src.ai_client._get_anthropic_tools` (line 664) -- `src.ai_client._get_deepseek_tools` (line 1194) -- `src.ai_client._pre_dispatch` (line 2089) -- `src.ai_client.get_gemini_cache_stats` (line 1604) -- `src.ai_client._load_credentials` (line 282) -- `src.ai_client.get_token_stats` (line 3185) -- `src.ai_client.ollama_chat` (line 2938) - `src.ai_client.get_comms_log` (line 273) -- `src.ai_client._content_block_to_dict` (line 1200) +- `src.ai_client._parse_tool_args_result` (line 741) +- `src.ai_client._get_anthropic_tools` (line 664) +- `src.ai_client._dashscope_call` (line 2716) +- `src.ai_client._pre_dispatch` (line 2089) +- `src.ai_client.ollama_chat` (line 2938) +- `src.ai_client._load_credentials` (line 282) +- `src.ai_client._strip_private_keys` (line 1464) +- `src.ai_client.get_token_stats` (line 3185) - `src.ai_client._add_bleed_derived` (line 3332) - `src.ai_client._send_cli_round_result` (line 1746) +- `src.ai_client._extract_dashscope_tool_calls` (line 2754) +- `src.ai_client.get_gemini_cache_stats` (line 1604) +- `src.ai_client._get_deepseek_tools` (line 1194) +- `src.ai_client._content_block_to_dict` (line 1200) +- `src.ai_client._build_chunked_context_blocks` (line 1281) ### `src\api_hook_client.py` (39 producers) -- `src.api_hook_client.get_warmup_wait` (line 332) -- `src.api_hook_client.wait_for_event` (line 136) -- `src.api_hook_client.clear_events` (line 129) -- `src.api_hook_client.get_warmup_status` (line 325) -- `src.api_hook_client.get_project` (line 367) -- `src.api_hook_client.get_mma_workers` (line 546) -- `src.api_hook_client.reject_patch` (line 288) -- `src.api_hook_client.get_gui_state` (line 165) -- `src.api_hook_client.get_events` (line 124) - `src.api_hook_client.post_project` (line 473) -- `src.api_hook_client.get_session` (line 502) -- `src.api_hook_client.get_io_pool_status` (line 420) -- `src.api_hook_client.trigger_patch` (line 274) +- `src.api_hook_client.get_node_status` (line 532) +- `src.api_hook_client.click` (line 223) +- `src.api_hook_client.get_startup_timeline` (line 353) +- `src.api_hook_client.select_tab` (line 263) +- `src.api_hook_client.reject_patch` (line 288) +- `src.api_hook_client.clear_events` (line 129) +- `src.api_hook_client.post_gui` (line 149) +- `src.api_hook_client.get_warmup_status` (line 325) +- `src.api_hook_client.select_list_item` (line 256) - `src.api_hook_client.get_gui_health` (line 434) +- `src.api_hook_client.wait_for_event` (line 136) +- `src.api_hook_client.post_project` (line 470) +- `src.api_hook_client.apply_patch` (line 281) +- `src.api_hook_client.get_project_switch_status` (line 374) +- `src.api_hook_client.get_io_pool_status` (line 420) +- `src.api_hook_client.get_financial_metrics` (line 520) +- `src.api_hook_client.drag` (line 230) +- `src.api_hook_client.get_warmup_canaries` (line 342) +- `src.api_hook_client.get_gui_diagnostics` (line 311) +- `src.api_hook_client.trigger_patch` (line 274) +- `src.api_hook_client.get_project` (line 367) +- `src.api_hook_client.get_events` (line 124) +- `src.api_hook_client.get_warmup_wait` (line 332) +- `src.api_hook_client.set_value` (line 212) +- `src.api_hook_client.get_mma_status` (line 539) +- `src.api_hook_client.post_session` (line 117) +- `src.api_hook_client.wait_for_project_switch` (line 389) +- `src.api_hook_client.get_performance` (line 318) +- `src.api_hook_client.get_system_telemetry` (line 524) +- `src.api_hook_client.push_event` (line 156) +- `src.api_hook_client.get_gui_state` (line 165) +- `src.api_hook_client._make_request` (line 65) - `src.api_hook_client.get_status` (line 105) - `src.api_hook_client.get_context_state` (line 491) -- `src.api_hook_client.set_value` (line 212) -- `src.api_hook_client.post_gui` (line 149) -- `src.api_hook_client.get_gui_diagnostics` (line 311) -- `src.api_hook_client.get_mma_status` (line 539) -- `src.api_hook_client.get_startup_timeline` (line 353) -- `src.api_hook_client.get_node_status` (line 532) -- `src.api_hook_client.get_performance` (line 318) -- `src.api_hook_client.post_session` (line 117) -- `src.api_hook_client.push_event` (line 156) -- `src.api_hook_client.get_warmup_canaries` (line 342) -- `src.api_hook_client.drag` (line 230) -- `src.api_hook_client.apply_patch` (line 281) -- `src.api_hook_client.post_project` (line 470) -- `src.api_hook_client.get_patch_status` (line 295) -- `src.api_hook_client.wait_for_project_switch` (line 389) -- `src.api_hook_client.click` (line 223) -- `src.api_hook_client.select_list_item` (line 256) -- `src.api_hook_client.get_project_switch_status` (line 374) -- `src.api_hook_client.get_system_telemetry` (line 524) -- `src.api_hook_client._make_request` (line 65) -- `src.api_hook_client.select_tab` (line 263) +- `src.api_hook_client.get_session` (line 502) +- `src.api_hook_client.get_mma_workers` (line 546) - `src.api_hook_client.right_click` (line 237) -- `src.api_hook_client.get_financial_metrics` (line 520) +- `src.api_hook_client.get_patch_status` (line 295) ### `src\app_controller.py` (30 producers) -- `src.app_controller.wait` (line 5205) -- `src.app_controller._pending_mma_spawn` (line 2772) -- `src.app_controller._offload_entry_payload` (line 4240) -- `src.app_controller._api_get_diagnostics` (line 202) -- `src.app_controller.get_gui_state` (line 2829) -- `src.app_controller.load_config` (line 5142) -- `src.app_controller._api_get_session` (line 374) -- `src.app_controller._api_pending_actions` (line 335) -- `src.app_controller.get_context` (line 2892) -- `src.app_controller.token_stats` (line 2898) -- `src.app_controller._api_get_api_project` (line 188) - `src.app_controller._api_get_context` (line 398) -- `src.app_controller._api_token_stats` (line 417) -- `src.app_controller.get_mma_status` (line 2835) -- `src.app_controller._api_get_performance` (line 195) - `src.app_controller._api_get_api_session` (line 170) -- `src.app_controller._api_get_gui_state` (line 123) -- `src.app_controller.get_performance` (line 2856) -- `src.app_controller.pending_actions` (line 2874) -- `src.app_controller.status` (line 2865) -- `src.app_controller._api_get_mma_status` (line 144) -- `src.app_controller.generate` (line 2868) -- `src.app_controller.get_api_project` (line 2853) -- `src.app_controller._api_status` (line 209) -- `src.app_controller._api_generate` (line 221) -- `src.app_controller.get_session` (line 2883) -- `src.app_controller.get_diagnostics` (line 2862) -- `src.app_controller.get_session_insights` (line 3049) -- `src.app_controller._pending_mma_approval` (line 2776) - `src.app_controller.get_api_session` (line 2847) +- `src.app_controller._api_get_gui_state` (line 123) +- `src.app_controller.get_api_project` (line 2853) +- `src.app_controller._api_get_performance` (line 195) +- `src.app_controller._offload_entry_payload` (line 4240) +- `src.app_controller.get_gui_state` (line 2829) +- `src.app_controller.get_performance` (line 2856) +- `src.app_controller._api_status` (line 209) +- `src.app_controller._api_get_mma_status` (line 144) +- `src.app_controller.get_mma_status` (line 2835) +- `src.app_controller._pending_mma_spawn` (line 2772) +- `src.app_controller.get_diagnostics` (line 2862) +- `src.app_controller._api_pending_actions` (line 335) +- `src.app_controller._api_token_stats` (line 417) +- `src.app_controller.wait` (line 5205) +- `src.app_controller.pending_actions` (line 2874) +- `src.app_controller.load_config` (line 5142) +- `src.app_controller._pending_mma_approval` (line 2776) +- `src.app_controller._api_get_diagnostics` (line 202) +- `src.app_controller.get_context` (line 2892) +- `src.app_controller.get_session` (line 2883) +- `src.app_controller._api_get_api_project` (line 188) +- `src.app_controller.get_session_insights` (line 3049) +- `src.app_controller._api_get_session` (line 374) +- `src.app_controller.token_stats` (line 2898) +- `src.app_controller._api_generate` (line 221) +- `src.app_controller.status` (line 2865) +- `src.app_controller.generate` (line 2868) ### `src\models.py` (23 producers) -- `src.models.to_dict` (line 646) -- `src.models.to_dict` (line 406) -- `src.models.to_dict` (line 855) -- `src.models.to_dict` (line 938) -- `src.models.to_dict` (line 1059) -- `src.models.parse_history_entries` (line 214) +- `src.models.to_dict` (line 288) - `src.models.to_dict` (line 794) -- `src.models.to_dict` (line 1000) -- `src.models.to_dict` (line 672) -- `src.models.to_dict` (line 355) -- `src.models.to_dict` (line 486) - `src.models.to_dict` (line 913) - `src.models.to_dict` (line 596) -- `src.models.to_dict` (line 886) +- `src.models.to_dict` (line 701) - `src.models.to_dict` (line 558) -- `src.models._load_config_from_disk` (line 186) - `src.models.to_dict` (line 441) - `src.models.to_dict` (line 1024) -- `src.models.to_dict` (line 971) -- `src.models.to_dict` (line 288) - `src.models.to_dict` (line 737) +- `src.models.to_dict` (line 486) - `src.models.to_dict` (line 618) -- `src.models.to_dict` (line 701) +- `src.models.to_dict` (line 886) +- `src.models.to_dict` (line 971) +- `src.models._load_config_from_disk` (line 186) +- `src.models.to_dict` (line 406) +- `src.models.to_dict` (line 646) +- `src.models.to_dict` (line 672) +- `src.models.to_dict` (line 355) +- `src.models.to_dict` (line 1059) +- `src.models.to_dict` (line 855) +- `src.models.to_dict` (line 1000) +- `src.models.parse_history_entries` (line 214) +- `src.models.to_dict` (line 938) ### `src\openai_compatible.py` (1 producer) @@ -147,89 +147,89 @@ ### `src\project_manager.py` (8 producers) -- `src.project_manager.get_all_tracks` (line 342) - `src.project_manager.load_history` (line 209) - `src.project_manager.str_to_entry` (line 75) +- `src.project_manager.load_project` (line 186) +- `src.project_manager.default_discussion` (line 117) - `src.project_manager.default_project` (line 123) - `src.project_manager.migrate_from_legacy_config` (line 253) - `src.project_manager.flat_config` (line 267) -- `src.project_manager.load_project` (line 186) -- `src.project_manager.default_discussion` (line 117) +- `src.project_manager.get_all_tracks` (line 342) ## Consumers (67) ### `src\aggregate.py` (5 consumers) -- `src.aggregate.build_markdown_from_items` (line 348) - `src.aggregate.build_tier3_context` (line 382) -- `src.aggregate.build_markdown_no_history` (line 366) -- `src.aggregate.run` (line 479) - `src.aggregate._build_files_section_from_items` (line 300) +- `src.aggregate.build_markdown_from_items` (line 348) +- `src.aggregate.run` (line 479) +- `src.aggregate.build_markdown_no_history` (line 366) ### `src\ai_client.py` (29 consumers) -- `src.ai_client._invalidate_token_estimate` (line 1240) -- `src.ai_client._create_gemini_cache_result` (line 1706) -- `src.ai_client._send_grok` (line 2530) -- `src.ai_client._strip_private_keys` (line 1464) -- `src.ai_client._send_gemini_cli` (line 2019) -- `src.ai_client._send_gemini` (line 1802) -- `src.ai_client._send_anthropic` (line 1405) -- `src.ai_client._trim_anthropic_history` (line 1353) - `src.ai_client._send_llama` (line 2858) -- `src.ai_client._repair_minimax_history` (line 2462) -- `src.ai_client._strip_stale_file_refreshes` (line 1253) -- `src.ai_client._send_deepseek` (line 2165) -- `src.ai_client._add_bleed_derived` (line 3332) -- `src.ai_client._send_llama_native` (line 2958) -- `src.ai_client.ollama_chat` (line 2938) -- `src.ai_client._send_qwen` (line 2773) -- `src.ai_client._repair_deepseek_history` (line 2138) -- `src.ai_client._execute_single_tool_call_async` (line 945) -- `src.ai_client._repair_anthropic_history` (line 1381) - `src.ai_client._strip_cache_controls` (line 1291) -- `src.ai_client._dashscope_call` (line 2716) - `src.ai_client._estimate_prompt_tokens` (line 1243) -- `src.ai_client._append_comms` (line 257) -- `src.ai_client._estimate_message_tokens` (line 1218) -- `src.ai_client._add_history_cache_breakpoint` (line 1299) +- `src.ai_client._send_grok` (line 2530) +- `src.ai_client._create_gemini_cache_result` (line 1706) +- `src.ai_client._send_deepseek` (line 2165) +- `src.ai_client._send_gemini_cli` (line 2019) +- `src.ai_client._send_qwen` (line 2773) +- `src.ai_client._repair_anthropic_history` (line 1381) - `src.ai_client._pre_dispatch` (line 2089) -- `src.ai_client._trim_minimax_history` (line 2482) -- `src.ai_client._send_minimax` (line 2616) +- `src.ai_client._strip_stale_file_refreshes` (line 1253) +- `src.ai_client._send_anthropic` (line 1405) +- `src.ai_client._invalidate_token_estimate` (line 1240) +- `src.ai_client._add_bleed_derived` (line 3332) +- `src.ai_client.ollama_chat` (line 2938) +- `src.ai_client._trim_anthropic_history` (line 1353) - `src.ai_client.send` (line 3208) +- `src.ai_client._estimate_message_tokens` (line 1218) +- `src.ai_client._append_comms` (line 257) +- `src.ai_client._repair_deepseek_history` (line 2138) +- `src.ai_client._add_history_cache_breakpoint` (line 1299) +- `src.ai_client._trim_minimax_history` (line 2482) +- `src.ai_client._send_gemini` (line 1802) +- `src.ai_client._execute_single_tool_call_async` (line 945) +- `src.ai_client._send_llama_native` (line 2958) +- `src.ai_client._strip_private_keys` (line 1464) +- `src.ai_client._send_minimax` (line 2616) +- `src.ai_client._repair_minimax_history` (line 2462) +- `src.ai_client._dashscope_call` (line 2716) ### `src\app_controller.py` (5 consumers) -- `src.app_controller._offload_entry_payload` (line 4240) -- `src.app_controller._on_comms_entry` (line 4282) - `src.app_controller._start_track_logic_result` (line 4728) +- `src.app_controller._offload_entry_payload` (line 4240) - `src.app_controller._refresh_api_metrics` (line 3074) +- `src.app_controller._on_comms_entry` (line 4282) - `src.app_controller._start_track_logic` (line 4721) ### `src\models.py` (22 consumers) -- `src.models.from_dict` (line 920) -- `src.models.from_dict` (line 603) -- `src.models.from_dict` (line 506) -- `src.models.from_dict` (line 814) -- `src.models.from_dict` (line 893) -- `src.models.from_dict` (line 378) - `src.models.from_dict` (line 1038) - `src.models.from_dict` (line 1007) -- `src.models.from_dict` (line 747) -- `src.models.from_dict` (line 683) -- `src.models.from_dict` (line 712) - `src.models.from_dict` (line 866) -- `src.models.from_dict` (line 454) -- `src.models.from_dict` (line 575) -- `src.models.from_dict` (line 630) +- `src.models.from_dict` (line 712) +- `src.models.from_dict` (line 747) - `src.models._save_config_to_disk` (line 199) +- `src.models.from_dict` (line 575) +- `src.models.from_dict` (line 683) +- `src.models.from_dict` (line 630) +- `src.models.from_dict` (line 454) - `src.models.from_dict` (line 949) - `src.models.from_dict` (line 982) -- `src.models.from_dict` (line 295) -- `src.models.from_dict` (line 416) -- `src.models.from_dict` (line 656) - `src.models.from_dict` (line 1072) +- `src.models.from_dict` (line 295) +- `src.models.from_dict` (line 656) +- `src.models.from_dict` (line 416) +- `src.models.from_dict` (line 603) +- `src.models.from_dict` (line 920) +- `src.models.from_dict` (line 814) +- `src.models.from_dict` (line 506) +- `src.models.from_dict` (line 893) +- `src.models.from_dict` (line 378) ### `src\openai_compatible.py` (1 consumer) @@ -237,68 +237,68 @@ ### `src\project_manager.py` (5 consumers) -- `src.project_manager.save_project` (line 229) - `src.project_manager.format_discussion` (line 69) - `src.project_manager.entry_to_str` (line 49) - `src.project_manager.flat_config` (line 267) +- `src.project_manager.save_project` (line 229) - `src.project_manager.migrate_from_legacy_config` (line 253) ## Field access matrix -| consumer | _offload_entry_payload | _pending_comms | _pending_comms_lock | _pending_gui_tasks | _pending_gui_tasks_lock | _pending_history_adds | _pending_history_adds_lock | _token_history | _topological_sort_tickets_result | active_discussion | active_project_path | active_project_root | ai_status | append | config | content | context_files | discussion | encode | engines | +| consumer | _est_tokens | _gemini_cache_text | _offload_entry_payload | _pending_comms | _pending_comms_lock | _pending_gui_tasks | _pending_gui_tasks_lock | _pending_history_adds | _pending_history_adds_lock | _recalculate_session_usage | _token_history | _token_stats | _topological_sort_tickets_result | _update_cached_stats | active_discussion | active_project_path | active_project_root | ai_status | append | config | |---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---| -| `_invalidate_token_estimate` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `build_markdown_from_items` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_create_gemini_cache_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_grok` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_strip_private_keys` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_send_gemini_cli` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_send_gemini` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_send_anthropic` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `save_project` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 2 | . | . | -| `_trim_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | | `_send_llama` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `build_tier3_context` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_offload_entry_payload` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `format_discussion` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `entry_to_str` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_repair_minimax_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_strip_stale_file_refreshes` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_deepseek` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_add_bleed_derived` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `build_markdown_no_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `flat_config` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_llama_native` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `ollama_chat` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_qwen` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_on_comms_entry` | 1 | 1 | 1 | . | . | 4 | 4 | 1 | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_repair_deepseek_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_execute_single_tool_call_async` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_to_dict_tool_call` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_repair_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | | `_strip_cache_controls` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `run` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_estimate_prompt_tokens` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `build_tier3_context` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `format_discussion` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_grok` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_create_gemini_cache_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_deepseek` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_gemini_cli` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_build_files_section_from_items` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `build_markdown_from_items` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_to_dict_tool_call` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_qwen` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_repair_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_pre_dispatch` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | | `_save_config_to_disk` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_dashscope_call` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_start_track_logic_result` | . | . | . | 2 | 2 | . | . | . | 1 | 1 | 1 | 1 | 4 | . | 1 | . | 1 | . | . | 1 | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_strip_stale_file_refreshes` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `run` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_anthropic` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_invalidate_token_estimate` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_add_bleed_derived` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_start_track_logic_result` | . | . | . | . | . | 2 | 2 | . | . | . | . | . | 1 | . | 1 | 1 | 1 | 4 | . | 1 | +| `entry_to_str` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `ollama_chat` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_trim_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_offload_entry_payload` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `send` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | +| `_estimate_message_tokens` | 1 | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_refresh_api_metrics` | . | 1 | . | . | . | . | . | . | . | 1 | . | 1 | . | 1 | . | . | . | . | . | . | +| `_on_comms_entry` | . | . | 1 | 1 | 1 | . | . | 4 | 4 | . | 1 | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_append_comms` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_repair_deepseek_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_add_history_cache_breakpoint` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_trim_minimax_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_gemini` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -_... 24 more fields_ +_... 33 more fields_ ## Access pattern @@ -308,80 +308,80 @@ _... 24 more fields_ **Per-function pattern distribution:** - `whole_struct`: 28 functions (56%) -- `mixed`: 18 functions (36%) -- `field_by_field`: 4 functions (8%) +- `mixed`: 17 functions (34%) +- `field_by_field`: 5 functions (10%) ## SSDL Sketch for `ToolCall` ``` [Q:ToolCall entry-point] -> [Q:PCG lookup] - -> [1: _invalidate_token_estimate] [B:check] (branches=0) + -> [1: _send_llama] [B:check] (branches=13) -> [2: from_dict] [B:check] (branches=0) - -> [3: build_markdown_from_items] [B:check] (branches=9) - -> [4: from_dict] [B:check] (branches=0) - -> [5: _create_gemini_cache_result] [B:check] (branches=3) - -> [6: _send_grok] [B:check] (branches=14) - -> [7: _strip_private_keys] [B:check] (branches=0) - -> [8: from_dict] [B:check] (branches=0) - -> [9: _send_gemini_cli] [B:is None?] (branches=23) [N:safe] - -> [10: from_dict] [B:check] (branches=0) - -> [11: from_dict] [B:check] (branches=0) - -> [12: _send_gemini] [B:is None?] (branches=75) [N:safe] + -> [3: _strip_cache_controls] [B:check] (branches=4) + -> [4: _estimate_prompt_tokens] [B:check] (branches=2) + -> [5: build_tier3_context] [B:check] (branches=50) + -> [6: format_discussion] [B:check] (branches=0) + -> [7: _send_grok] [B:check] (branches=14) + -> [8: _create_gemini_cache_result] [B:check] (branches=3) + -> [9: _send_deepseek] [B:check] (branches=71) + -> [10: _send_gemini_cli] [B:is None?] (branches=23) [N:safe] + -> [11: _build_files_section_from_items] [B:is None?] (branches=5) [N:safe] + -> [12: from_dict] [B:check] (branches=0) -> [13: from_dict] [B:check] (branches=0) - -> [14: from_dict] [B:check] (branches=0) - -> [15: _send_anthropic] [B:is None?] (branches=40) [N:safe] - -> [16: save_project] [B:is None?] (branches=7) [N:safe] - -> [17: _trim_anthropic_history] [B:check] (branches=13) - -> [18: _send_llama] [B:check] (branches=13) - -> [19: build_tier3_context] [B:check] (branches=50) - -> [20: _offload_entry_payload] [B:check] (branches=10) - -> [21: format_discussion] [B:check] (branches=0) - -> [22: entry_to_str] [B:check] (branches=3) - -> [23: _repair_minimax_history] [B:check] (branches=10) + -> [14: build_markdown_from_items] [B:check] (branches=9) + -> [15: from_dict] [B:check] (branches=0) + -> [16: _to_dict_tool_call] [B:check] (branches=0) + -> [17: _send_qwen] [B:check] (branches=9) + -> [18: _repair_anthropic_history] [B:check] (branches=6) + -> [19: from_dict] [B:check] (branches=0) + -> [20: _pre_dispatch] [B:check] (branches=8) + -> [21: _save_config_to_disk] [B:check] (branches=1) + -> [22: from_dict] [B:check] (branches=0) + -> [23: from_dict] [B:check] (branches=0) -> [24: from_dict] [B:check] (branches=0) -> [25: from_dict] [B:check] (branches=0) -> [26: _strip_stale_file_refreshes] [B:check] (branches=12) - -> [27: _send_deepseek] [B:check] (branches=71) - -> [28: _add_bleed_derived] [B:check] (branches=0) - -> [29: from_dict] [B:check] (branches=0) - -> [30: build_markdown_no_history] [B:check] (branches=0) - -> [31: flat_config] [B:check] (branches=2) - -> [32: _send_llama_native] [B:check] (branches=12) + -> [27: run] [B:check] (branches=1) + -> [28: _send_anthropic] [B:is None?] (branches=40) [N:safe] + -> [29: _invalidate_token_estimate] [B:check] (branches=0) + -> [30: _add_bleed_derived] [B:check] (branches=0) + -> [31: _start_track_logic_result] [B:check] (branches=10) + -> [32: entry_to_str] [B:check] (branches=3) -> [33: ollama_chat] [B:check] (branches=3) - -> [34: _send_qwen] [B:check] (branches=9) - -> [35: _on_comms_entry] [B:check] (branches=32) + -> [34: _trim_anthropic_history] [B:check] (branches=13) + -> [35: _offload_entry_payload] [B:check] (branches=10) -> [36: from_dict] [B:check] (branches=0) -> [37: from_dict] [B:check] (branches=0) - -> [38: _repair_deepseek_history] [B:check] (branches=6) - -> [39: from_dict] [B:check] (branches=0) - -> [40: from_dict] [B:check] (branches=0) - -> [41: _execute_single_tool_call_async] [B:is None?] (branches=15) [N:safe] - -> [42: from_dict] [B:check] (branches=0) - -> [43: _to_dict_tool_call] [B:check] (branches=0) - -> [44: _repair_anthropic_history] [B:check] (branches=6) - -> [45: _strip_cache_controls] [B:check] (branches=4) - -> [46: run] [B:check] (branches=1) - -> [47: _save_config_to_disk] [B:check] (branches=1) - -> [48: _dashscope_call] [B:check] (branches=5) - -> [49: _start_track_logic_result] [B:check] (branches=10) - -> [50: from_dict] [B:check] (branches=0) - -> [51: _estimate_prompt_tokens] [B:check] (branches=2) - -> [52: _append_comms] [B:is None?] (branches=1) [N:safe] - -> [53: from_dict] [B:check] (branches=0) - -> [54: _estimate_message_tokens] [B:is None?] (branches=9) [N:safe] - -> [55: _add_history_cache_breakpoint] [B:check] (branches=5) - -> [56: _pre_dispatch] [B:check] (branches=8) + -> [38: from_dict] [B:check] (branches=0) + -> [39: send] [B:check] (branches=19) + -> [40: _estimate_message_tokens] [B:is None?] (branches=9) [N:safe] + -> [41: _refresh_api_metrics] [B:is None?] (branches=11) [N:safe] + -> [42: _on_comms_entry] [B:check] (branches=32) + -> [43: from_dict] [B:check] (branches=0) + -> [44: _append_comms] [B:is None?] (branches=1) [N:safe] + -> [45: from_dict] [B:check] (branches=0) + -> [46: _repair_deepseek_history] [B:check] (branches=6) + -> [47: from_dict] [B:check] (branches=0) + -> [48: _add_history_cache_breakpoint] [B:check] (branches=5) + -> [49: _trim_minimax_history] [B:check] (branches=8) + -> [50: _send_gemini] [B:is None?] (branches=75) [N:safe] + -> [51: flat_config] [B:check] (branches=2) + -> [52: save_project] [B:is None?] (branches=7) [N:safe] + -> [53: build_markdown_no_history] [B:check] (branches=0) + -> [54: _execute_single_tool_call_async] [B:is None?] (branches=15) [N:safe] + -> [55: _send_llama_native] [B:check] (branches=12) + -> [56: _strip_private_keys] [B:check] (branches=0) -> [57: from_dict] [B:check] (branches=0) - -> [58: _build_files_section_from_items] [B:is None?] (branches=5) [N:safe] - -> [59: _trim_minimax_history] [B:check] (branches=8) - -> [60: _refresh_api_metrics] [B:is None?] (branches=11) [N:safe] - -> [61: _start_track_logic] [B:check] (branches=1) - -> [62: from_dict] [B:check] (branches=0) - -> [63: from_dict] [B:check] (branches=0) - -> [64: from_dict] [B:check] (branches=0) - -> [65: migrate_from_legacy_config] [B:check] (branches=2) - -> [66: _send_minimax] [B:check] (branches=11) - -> [67: send] [B:check] (branches=19) + -> [58: from_dict] [B:check] (branches=0) + -> [59: _send_minimax] [B:check] (branches=11) + -> [60: from_dict] [B:check] (branches=0) + -> [61: from_dict] [B:check] (branches=0) + -> [62: _repair_minimax_history] [B:check] (branches=10) + -> [63: _start_track_logic] [B:check] (branches=1) + -> [64: migrate_from_legacy_config] [B:check] (branches=2) + -> [65: _dashscope_call] [B:check] (branches=5) + -> [66: from_dict] [B:check] (branches=0) + -> [67: from_dict] [B:check] (branches=0) -> [T:done] ``` @@ -393,8 +393,8 @@ _... 24 more fields_ - **Nil Sentinel `[N]`**: Introduce a module-level `NIL_` sentinel whose field accesses return safe defaults. Replace None checks with the sentinel. Collapses 2^branch_count into ~1. - Effective codepaths: 40140116231395706750391 -> 40140116231395706750373 -- **Immediate-Mode Cache `[Q:key] -> [I:FetchCached] -> [T]`**: Introduce a `toolcall_cache` keyed lookup. Consumers request by key, get cached value, no field-existence checks. Reduces 136 field-check branches to 1 cache lookup. - - Effective codepaths: 40140116231395706750391 -> 136 +- **Immediate-Mode Cache `[Q:key] -> [I:FetchCached] -> [T]`**: Introduce a `toolcall_cache` keyed lookup. Consumers request by key, get cached value, no field-existence checks. Reduces 142 field-check branches to 1 cache lookup. + - Effective codepaths: 40140116231395706750391 -> 142 - **Generational Handles `[I:ResolveHandle] -> [B:Gen matches?] -> [N|safe]`**: Wrap the aggregate in a generational handle (index + generation). Validation is one comparison; mismatch returns the nil sentinel. Reduces N lifetime branches to 1 handle validation + sentinel return. - Effective codepaths: 40140116231395706750391 -> 67 @@ -421,13 +421,13 @@ _... 24 more fields_ ## Type alias coverage -**Summary:** 136 sites; 0 typed (0%); 136 untyped (100%) +**Summary:** 142 sites; 0 typed (0%); 142 untyped (100%) | metric | value | |---|---| -| total field-access sites | 136 | +| total field-access sites | 142 | | typed sites (canonical field) | 0 | -| untyped sites (wildcard) | 136 | +| untyped sites (wildcard) | 142 | ## Cross-audit findings @@ -447,14 +447,16 @@ _(no cross-audit findings mapped to this aggregate)_ | field | access count | access pattern | |---|---|---| -| `content` | 16 | hot | -| `marker` | 16 | hot | +| `content` | 15 | hot | +| `marker` | 15 | hot | | `get` | 7 | hot | -| `append` | 3 | hot | -| `pop` | 2 | used | -| `files` | 2 | used | -| `encode` | 1 | used | -| `discussion` | 1 | used | +| `pop` | 3 | hot | +| `append` | 2 | used | +| `config` | 2 | used | +| `session_usage` | 2 | used | +| `to_dict` | 1 | used | +| `output` | 1 | used | +| `files` | 1 | used | | `estimated_prompt_tokens` | 1 | used | | `max_prompt_tokens` | 1 | used | | `utilization_pct` | 1 | used | @@ -463,18 +465,6 @@ _(no cross-audit findings mapped to this aggregate)_ | `sys_tokens` | 1 | used | | `tool_tokens` | 1 | used | | `history_tokens` | 1 | used | -| `local_ts` | 1 | used | -| `_offload_entry_payload` | 1 | used | -| `ui_auto_add_history` | 1 | used | -| `_pending_comms_lock` | 1 | used | -| `session_usage` | 1 | used | -| `_pending_history_adds_lock` | 1 | used | -| `_token_history` | 1 | used | -| `_pending_comms` | 1 | used | -| `_pending_history_adds` | 1 | used | -| `items` | 1 | used | -| `to_dict` | 1 | used | -| `output` | 1 | used | | `ai_status` | 1 | used | | `context_files` | 1 | used | | `_pending_gui_tasks_lock` | 1 | used | @@ -486,11 +476,30 @@ _(no cross-audit findings mapped to this aggregate)_ | `active_discussion` | 1 | used | | `submit_io` | 1 | used | | `tracks` | 1 | used | -| `config` | 1 | used | | `mma_tier_usage` | 1 | used | | `_pending_gui_tasks` | 1 | used | | `mma_step_mode` | 1 | used | | `active_project_path` | 1 | used | +| `search` | 1 | used | +| `_est_tokens` | 1 | used | +| `latency` | 1 | used | +| `_recalculate_session_usage` | 1 | used | +| `_token_stats` | 1 | used | +| `_gemini_cache_text` | 1 | used | +| `vendor_quota` | 1 | used | +| `last_error` | 1 | used | +| `error` | 1 | used | +| `_update_cached_stats` | 1 | used | +| `usage` | 1 | used | +| `local_ts` | 1 | used | +| `_offload_entry_payload` | 1 | used | +| `ui_auto_add_history` | 1 | used | +| `_pending_comms_lock` | 1 | used | +| `_pending_history_adds_lock` | 1 | used | +| `_token_history` | 1 | used | +| `_pending_comms` | 1 | used | +| `_pending_history_adds` | 1 | used | +| `encode` | 1 | used | ## Optimization candidates @@ -506,63 +515,63 @@ ToolCall: access_pattern=whole_struct, frequency=per_turn, struct_field_count=5, | function | pattern | field_accesses | confidence | |---|---|---|---| -| `src.ai_client._invalidate_token_estimate` | `whole_struct` | `pop`=1 | high | +| `src.ai_client._send_llama` | `whole_struct` | | low | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client._strip_cache_controls` | `whole_struct` | | low | +| `src.ai_client._estimate_prompt_tokens` | `whole_struct` | | low | +| `src.aggregate.build_tier3_context` | `whole_struct` | | low | +| `src.project_manager.format_discussion` | `whole_struct` | | low | +| `src.ai_client._send_grok` | `whole_struct` | | low | +| `src.ai_client._create_gemini_cache_result` | `whole_struct` | | low | +| `src.ai_client._send_deepseek` | `whole_struct` | | low | +| `src.ai_client._send_gemini_cli` | `whole_struct` | | low | +| `src.aggregate._build_files_section_from_items` | `whole_struct` | | low | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.aggregate.build_markdown_from_items` | `whole_struct` | | low | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._create_gemini_cache_result` | `whole_struct` | | low | -| `src.ai_client._send_grok` | `whole_struct` | | low | -| `src.ai_client._strip_private_keys` | `whole_struct` | | low | +| `src.openai_compatible._to_dict_tool_call` | `whole_struct` | `to_dict`=1 | high | +| `src.ai_client._send_qwen` | `whole_struct` | | low | +| `src.ai_client._repair_anthropic_history` | `whole_struct` | `append`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._send_gemini_cli` | `whole_struct` | | low | +| `src.ai_client._pre_dispatch` | `whole_struct` | | low | +| `src.models._save_config_to_disk` | `whole_struct` | | low | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._send_gemini` | `whole_struct` | `encode`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._send_anthropic` | `whole_struct` | | low | -| `src.project_manager.save_project` | `mixed` | `discussion`=2, `files`=3 | high | -| `src.ai_client._trim_anthropic_history` | `whole_struct` | `pop`=5 | high | -| `src.ai_client._send_llama` | `whole_struct` | | low | -| `src.aggregate.build_tier3_context` | `whole_struct` | | low | -| `src.app_controller._offload_entry_payload` | `whole_struct` | | low | -| `src.project_manager.format_discussion` | `whole_struct` | | low | -| `src.project_manager.entry_to_str` | `whole_struct` | `get`=4 | high | -| `src.ai_client._repair_minimax_history` | `whole_struct` | `append`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.ai_client._strip_stale_file_refreshes` | `whole_struct` | | low | -| `src.ai_client._send_deepseek` | `whole_struct` | | low | +| `src.aggregate.run` | `field_by_field` | `output`=1, `files`=2, `get`=7 | high | +| `src.ai_client._send_anthropic` | `whole_struct` | | low | +| `src.ai_client._invalidate_token_estimate` | `whole_struct` | `pop`=1 | high | | `src.ai_client._add_bleed_derived` | `field_by_field` | `estimated_prompt_tokens`=1, `max_prompt_tokens`=1, `utilization_pct`=1, `headroom`=1, `would_trim`=1, `sys_tokens`=1, `tool_tokens`=1, `history_tokens`=1, `get`=3 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.aggregate.build_markdown_no_history` | `whole_struct` | | low | -| `src.project_manager.flat_config` | `whole_struct` | `get`=7 | high | -| `src.ai_client._send_llama_native` | `whole_struct` | | low | +| `src.app_controller._start_track_logic_result` | `field_by_field` | `ai_status`=4, `context_files`=1, `get`=3, `_pending_gui_tasks_lock`=2, `_topological_sort_tickets_result`=1, `active_project_root`=1, `event_queue`=1, `engines`=1, `project`=1, `active_discussion`=1 (+7 more) | high | +| `src.project_manager.entry_to_str` | `whole_struct` | `get`=4 | high | | `src.ai_client.ollama_chat` | `whole_struct` | | low | -| `src.ai_client._send_qwen` | `whole_struct` | | low | +| `src.ai_client._trim_anthropic_history` | `whole_struct` | `pop`=5 | high | +| `src.app_controller._offload_entry_payload` | `whole_struct` | | low | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client.send` | `mixed` | `config`=1, `search`=1 | high | +| `src.ai_client._estimate_message_tokens` | `mixed` | `_est_tokens`=1, `get`=2 | high | +| `src.app_controller._refresh_api_metrics` | `field_by_field` | `latency`=1, `_recalculate_session_usage`=1, `_token_stats`=1, `get`=2, `_gemini_cache_text`=1, `vendor_quota`=1, `last_error`=1, `error`=2, `_update_cached_stats`=1, `session_usage`=2 (+1 more) | high | | `src.app_controller._on_comms_entry` | `field_by_field` | `local_ts`=1, `_offload_entry_payload`=1, `get`=7, `ui_auto_add_history`=3, `_pending_comms_lock`=1, `session_usage`=5, `_pending_history_adds_lock`=4, `_token_history`=1, `_pending_comms`=1, `_pending_history_adds`=4 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client._append_comms` | `whole_struct` | | low | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.ai_client._repair_deepseek_history` | `whole_struct` | `append`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._execute_single_tool_call_async` | `mixed` | `get`=2, `items`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.openai_compatible._to_dict_tool_call` | `whole_struct` | `to_dict`=1 | high | -| `src.ai_client._repair_anthropic_history` | `whole_struct` | `append`=1 | high | -| `src.ai_client._strip_cache_controls` | `whole_struct` | | low | -| `src.aggregate.run` | `field_by_field` | `output`=1, `files`=2, `get`=7 | high | -| `src.models._save_config_to_disk` | `whole_struct` | | low | -| `src.ai_client._dashscope_call` | `whole_struct` | | low | -| `src.app_controller._start_track_logic_result` | `field_by_field` | `ai_status`=4, `context_files`=1, `get`=3, `_pending_gui_tasks_lock`=2, `_topological_sort_tickets_result`=1, `active_project_root`=1, `event_queue`=1, `engines`=1, `project`=1, `active_discussion`=1 (+7 more) | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client._add_history_cache_breakpoint` | `whole_struct` | | low | +| `src.ai_client._trim_minimax_history` | `whole_struct` | `pop`=4 | high | +| `src.ai_client._send_gemini` | `whole_struct` | `encode`=1 | high | ### Frequency evidence | function | frequency | source | note | |---|---|---|---| -| `src.ai_client._extract_dashscope_tool_calls` | `per_turn` | `static_analysis` | producer from src\ai_client.py | -| `src.api_hook_client.get_warmup_wait` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py | -| `src.app_controller.wait` | `per_turn` | `static_analysis` | producer from src\app_controller.py | -| `src.ai_client._dashscope_call` | `per_turn` | `static_analysis` | producer from src\ai_client.py | -| `src.app_controller._pending_mma_spawn` | `per_turn` | `static_analysis` | producer from src\app_controller.py | +| `src.app_controller._api_get_context` | `per_turn` | `static_analysis` | producer from src\app_controller.py | +| `src.ai_client.get_comms_log` | `per_turn` | `static_analysis` | producer from src\ai_client.py | +| `src.api_hook_client.post_project` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py | +| `src.api_hook_client.get_node_status` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py | +| `src.models.to_dict` | `per_turn` | `static_analysis` | producer from src\models.py | diff --git a/docs/reports/code_path_audit/2026-06-22/aggregates/ToolDefinition.md b/docs/reports/code_path_audit/2026-06-22/aggregates/ToolDefinition.md index af05d563..3a86f838 100644 --- a/docs/reports/code_path_audit/2026-06-22/aggregates/ToolDefinition.md +++ b/docs/reports/code_path_audit/2026-06-22/aggregates/ToolDefinition.md @@ -23,276 +23,276 @@ ### `src\ai_client.py` (18 producers) -- `src.ai_client._extract_dashscope_tool_calls` (line 2754) -- `src.ai_client._dashscope_call` (line 2716) -- `src.ai_client._strip_private_keys` (line 1464) -- `src.ai_client._build_deepseek_tools` (line 1148) -- `src.ai_client._parse_tool_args_result` (line 741) -- `src.ai_client._build_chunked_context_blocks` (line 1281) -- `src.ai_client._get_anthropic_tools` (line 664) -- `src.ai_client._get_deepseek_tools` (line 1194) -- `src.ai_client._pre_dispatch` (line 2089) -- `src.ai_client.get_gemini_cache_stats` (line 1604) -- `src.ai_client._load_credentials` (line 282) -- `src.ai_client.get_token_stats` (line 3185) -- `src.ai_client.ollama_chat` (line 2938) -- `src.ai_client._build_anthropic_tools` (line 623) - `src.ai_client.get_comms_log` (line 273) -- `src.ai_client._content_block_to_dict` (line 1200) +- `src.ai_client._parse_tool_args_result` (line 741) +- `src.ai_client._get_anthropic_tools` (line 664) +- `src.ai_client._dashscope_call` (line 2716) +- `src.ai_client._pre_dispatch` (line 2089) +- `src.ai_client.ollama_chat` (line 2938) +- `src.ai_client._load_credentials` (line 282) +- `src.ai_client._strip_private_keys` (line 1464) +- `src.ai_client.get_token_stats` (line 3185) - `src.ai_client._add_bleed_derived` (line 3332) - `src.ai_client._send_cli_round_result` (line 1746) +- `src.ai_client._extract_dashscope_tool_calls` (line 2754) +- `src.ai_client.get_gemini_cache_stats` (line 1604) +- `src.ai_client._get_deepseek_tools` (line 1194) +- `src.ai_client._build_deepseek_tools` (line 1148) +- `src.ai_client._content_block_to_dict` (line 1200) +- `src.ai_client._build_anthropic_tools` (line 623) +- `src.ai_client._build_chunked_context_blocks` (line 1281) ### `src\api_hook_client.py` (39 producers) -- `src.api_hook_client.get_warmup_wait` (line 332) -- `src.api_hook_client.wait_for_event` (line 136) -- `src.api_hook_client.clear_events` (line 129) -- `src.api_hook_client.get_warmup_status` (line 325) -- `src.api_hook_client.get_project` (line 367) -- `src.api_hook_client.get_mma_workers` (line 546) -- `src.api_hook_client.reject_patch` (line 288) -- `src.api_hook_client.get_gui_state` (line 165) -- `src.api_hook_client.get_events` (line 124) - `src.api_hook_client.post_project` (line 473) -- `src.api_hook_client.get_session` (line 502) -- `src.api_hook_client.get_io_pool_status` (line 420) -- `src.api_hook_client.trigger_patch` (line 274) +- `src.api_hook_client.get_node_status` (line 532) +- `src.api_hook_client.click` (line 223) +- `src.api_hook_client.get_startup_timeline` (line 353) +- `src.api_hook_client.select_tab` (line 263) +- `src.api_hook_client.reject_patch` (line 288) +- `src.api_hook_client.clear_events` (line 129) +- `src.api_hook_client.post_gui` (line 149) +- `src.api_hook_client.get_warmup_status` (line 325) +- `src.api_hook_client.select_list_item` (line 256) - `src.api_hook_client.get_gui_health` (line 434) +- `src.api_hook_client.wait_for_event` (line 136) +- `src.api_hook_client.post_project` (line 470) +- `src.api_hook_client.apply_patch` (line 281) +- `src.api_hook_client.get_project_switch_status` (line 374) +- `src.api_hook_client.get_io_pool_status` (line 420) +- `src.api_hook_client.get_financial_metrics` (line 520) +- `src.api_hook_client.drag` (line 230) +- `src.api_hook_client.get_warmup_canaries` (line 342) +- `src.api_hook_client.get_gui_diagnostics` (line 311) +- `src.api_hook_client.trigger_patch` (line 274) +- `src.api_hook_client.get_project` (line 367) +- `src.api_hook_client.get_events` (line 124) +- `src.api_hook_client.get_warmup_wait` (line 332) +- `src.api_hook_client.set_value` (line 212) +- `src.api_hook_client.get_mma_status` (line 539) +- `src.api_hook_client.post_session` (line 117) +- `src.api_hook_client.wait_for_project_switch` (line 389) +- `src.api_hook_client.get_performance` (line 318) +- `src.api_hook_client.get_system_telemetry` (line 524) +- `src.api_hook_client.push_event` (line 156) +- `src.api_hook_client.get_gui_state` (line 165) +- `src.api_hook_client._make_request` (line 65) - `src.api_hook_client.get_status` (line 105) - `src.api_hook_client.get_context_state` (line 491) -- `src.api_hook_client.set_value` (line 212) -- `src.api_hook_client.post_gui` (line 149) -- `src.api_hook_client.get_gui_diagnostics` (line 311) -- `src.api_hook_client.get_mma_status` (line 539) -- `src.api_hook_client.get_startup_timeline` (line 353) -- `src.api_hook_client.get_node_status` (line 532) -- `src.api_hook_client.get_performance` (line 318) -- `src.api_hook_client.post_session` (line 117) -- `src.api_hook_client.push_event` (line 156) -- `src.api_hook_client.get_warmup_canaries` (line 342) -- `src.api_hook_client.drag` (line 230) -- `src.api_hook_client.apply_patch` (line 281) -- `src.api_hook_client.post_project` (line 470) -- `src.api_hook_client.get_patch_status` (line 295) -- `src.api_hook_client.wait_for_project_switch` (line 389) -- `src.api_hook_client.click` (line 223) -- `src.api_hook_client.select_list_item` (line 256) -- `src.api_hook_client.get_project_switch_status` (line 374) -- `src.api_hook_client.get_system_telemetry` (line 524) -- `src.api_hook_client._make_request` (line 65) -- `src.api_hook_client.select_tab` (line 263) +- `src.api_hook_client.get_session` (line 502) +- `src.api_hook_client.get_mma_workers` (line 546) - `src.api_hook_client.right_click` (line 237) -- `src.api_hook_client.get_financial_metrics` (line 520) +- `src.api_hook_client.get_patch_status` (line 295) ### `src\app_controller.py` (30 producers) -- `src.app_controller.wait` (line 5205) -- `src.app_controller._pending_mma_spawn` (line 2772) -- `src.app_controller._offload_entry_payload` (line 4240) -- `src.app_controller._api_get_diagnostics` (line 202) -- `src.app_controller.get_gui_state` (line 2829) -- `src.app_controller.load_config` (line 5142) -- `src.app_controller._api_get_session` (line 374) -- `src.app_controller._api_pending_actions` (line 335) -- `src.app_controller.get_context` (line 2892) -- `src.app_controller.token_stats` (line 2898) -- `src.app_controller._api_get_api_project` (line 188) - `src.app_controller._api_get_context` (line 398) -- `src.app_controller._api_token_stats` (line 417) -- `src.app_controller.get_mma_status` (line 2835) -- `src.app_controller._api_get_performance` (line 195) - `src.app_controller._api_get_api_session` (line 170) -- `src.app_controller._api_get_gui_state` (line 123) -- `src.app_controller.get_performance` (line 2856) -- `src.app_controller.pending_actions` (line 2874) -- `src.app_controller.status` (line 2865) -- `src.app_controller._api_get_mma_status` (line 144) -- `src.app_controller.generate` (line 2868) -- `src.app_controller.get_api_project` (line 2853) -- `src.app_controller._api_status` (line 209) -- `src.app_controller._api_generate` (line 221) -- `src.app_controller.get_session` (line 2883) -- `src.app_controller.get_diagnostics` (line 2862) -- `src.app_controller.get_session_insights` (line 3049) -- `src.app_controller._pending_mma_approval` (line 2776) - `src.app_controller.get_api_session` (line 2847) +- `src.app_controller._api_get_gui_state` (line 123) +- `src.app_controller.get_api_project` (line 2853) +- `src.app_controller._api_get_performance` (line 195) +- `src.app_controller._offload_entry_payload` (line 4240) +- `src.app_controller.get_gui_state` (line 2829) +- `src.app_controller.get_performance` (line 2856) +- `src.app_controller._api_status` (line 209) +- `src.app_controller._api_get_mma_status` (line 144) +- `src.app_controller.get_mma_status` (line 2835) +- `src.app_controller._pending_mma_spawn` (line 2772) +- `src.app_controller.get_diagnostics` (line 2862) +- `src.app_controller._api_pending_actions` (line 335) +- `src.app_controller._api_token_stats` (line 417) +- `src.app_controller.wait` (line 5205) +- `src.app_controller.pending_actions` (line 2874) +- `src.app_controller.load_config` (line 5142) +- `src.app_controller._pending_mma_approval` (line 2776) +- `src.app_controller._api_get_diagnostics` (line 202) +- `src.app_controller.get_context` (line 2892) +- `src.app_controller.get_session` (line 2883) +- `src.app_controller._api_get_api_project` (line 188) +- `src.app_controller.get_session_insights` (line 3049) +- `src.app_controller._api_get_session` (line 374) +- `src.app_controller.token_stats` (line 2898) +- `src.app_controller._api_generate` (line 221) +- `src.app_controller.status` (line 2865) +- `src.app_controller.generate` (line 2868) ### `src\models.py` (23 producers) -- `src.models.to_dict` (line 646) -- `src.models.to_dict` (line 406) -- `src.models.to_dict` (line 855) -- `src.models.to_dict` (line 938) -- `src.models.to_dict` (line 1059) -- `src.models.parse_history_entries` (line 214) +- `src.models.to_dict` (line 288) - `src.models.to_dict` (line 794) -- `src.models.to_dict` (line 1000) -- `src.models.to_dict` (line 672) -- `src.models.to_dict` (line 355) -- `src.models.to_dict` (line 486) - `src.models.to_dict` (line 913) - `src.models.to_dict` (line 596) -- `src.models.to_dict` (line 886) +- `src.models.to_dict` (line 701) - `src.models.to_dict` (line 558) -- `src.models._load_config_from_disk` (line 186) - `src.models.to_dict` (line 441) - `src.models.to_dict` (line 1024) -- `src.models.to_dict` (line 971) -- `src.models.to_dict` (line 288) - `src.models.to_dict` (line 737) +- `src.models.to_dict` (line 486) - `src.models.to_dict` (line 618) -- `src.models.to_dict` (line 701) +- `src.models.to_dict` (line 886) +- `src.models.to_dict` (line 971) +- `src.models._load_config_from_disk` (line 186) +- `src.models.to_dict` (line 406) +- `src.models.to_dict` (line 646) +- `src.models.to_dict` (line 672) +- `src.models.to_dict` (line 355) +- `src.models.to_dict` (line 1059) +- `src.models.to_dict` (line 855) +- `src.models.to_dict` (line 1000) +- `src.models.parse_history_entries` (line 214) +- `src.models.to_dict` (line 938) ### `src\project_manager.py` (8 producers) -- `src.project_manager.get_all_tracks` (line 342) - `src.project_manager.load_history` (line 209) - `src.project_manager.str_to_entry` (line 75) +- `src.project_manager.load_project` (line 186) +- `src.project_manager.default_discussion` (line 117) - `src.project_manager.default_project` (line 123) - `src.project_manager.migrate_from_legacy_config` (line 253) - `src.project_manager.flat_config` (line 267) -- `src.project_manager.load_project` (line 186) -- `src.project_manager.default_discussion` (line 117) +- `src.project_manager.get_all_tracks` (line 342) ## Consumers (66) ### `src\aggregate.py` (5 consumers) -- `src.aggregate.build_markdown_from_items` (line 348) - `src.aggregate.build_tier3_context` (line 382) -- `src.aggregate.build_markdown_no_history` (line 366) -- `src.aggregate.run` (line 479) - `src.aggregate._build_files_section_from_items` (line 300) +- `src.aggregate.build_markdown_from_items` (line 348) +- `src.aggregate.run` (line 479) +- `src.aggregate.build_markdown_no_history` (line 366) ### `src\ai_client.py` (29 consumers) -- `src.ai_client._invalidate_token_estimate` (line 1240) -- `src.ai_client._create_gemini_cache_result` (line 1706) -- `src.ai_client._send_grok` (line 2530) -- `src.ai_client._strip_private_keys` (line 1464) -- `src.ai_client._send_gemini_cli` (line 2019) -- `src.ai_client._send_gemini` (line 1802) -- `src.ai_client._send_anthropic` (line 1405) -- `src.ai_client._trim_anthropic_history` (line 1353) - `src.ai_client._send_llama` (line 2858) -- `src.ai_client._repair_minimax_history` (line 2462) -- `src.ai_client._strip_stale_file_refreshes` (line 1253) -- `src.ai_client._send_deepseek` (line 2165) -- `src.ai_client._add_bleed_derived` (line 3332) -- `src.ai_client._send_llama_native` (line 2958) -- `src.ai_client.ollama_chat` (line 2938) -- `src.ai_client._send_qwen` (line 2773) -- `src.ai_client._repair_deepseek_history` (line 2138) -- `src.ai_client._execute_single_tool_call_async` (line 945) -- `src.ai_client._repair_anthropic_history` (line 1381) - `src.ai_client._strip_cache_controls` (line 1291) -- `src.ai_client._dashscope_call` (line 2716) - `src.ai_client._estimate_prompt_tokens` (line 1243) -- `src.ai_client._append_comms` (line 257) -- `src.ai_client._estimate_message_tokens` (line 1218) -- `src.ai_client._add_history_cache_breakpoint` (line 1299) +- `src.ai_client._send_grok` (line 2530) +- `src.ai_client._create_gemini_cache_result` (line 1706) +- `src.ai_client._send_deepseek` (line 2165) +- `src.ai_client._send_gemini_cli` (line 2019) +- `src.ai_client._send_qwen` (line 2773) +- `src.ai_client._repair_anthropic_history` (line 1381) - `src.ai_client._pre_dispatch` (line 2089) -- `src.ai_client._trim_minimax_history` (line 2482) -- `src.ai_client._send_minimax` (line 2616) +- `src.ai_client._strip_stale_file_refreshes` (line 1253) +- `src.ai_client._send_anthropic` (line 1405) +- `src.ai_client._invalidate_token_estimate` (line 1240) +- `src.ai_client._add_bleed_derived` (line 3332) +- `src.ai_client.ollama_chat` (line 2938) +- `src.ai_client._trim_anthropic_history` (line 1353) - `src.ai_client.send` (line 3208) +- `src.ai_client._estimate_message_tokens` (line 1218) +- `src.ai_client._append_comms` (line 257) +- `src.ai_client._repair_deepseek_history` (line 2138) +- `src.ai_client._add_history_cache_breakpoint` (line 1299) +- `src.ai_client._trim_minimax_history` (line 2482) +- `src.ai_client._send_gemini` (line 1802) +- `src.ai_client._execute_single_tool_call_async` (line 945) +- `src.ai_client._send_llama_native` (line 2958) +- `src.ai_client._strip_private_keys` (line 1464) +- `src.ai_client._send_minimax` (line 2616) +- `src.ai_client._repair_minimax_history` (line 2462) +- `src.ai_client._dashscope_call` (line 2716) ### `src\app_controller.py` (5 consumers) -- `src.app_controller._offload_entry_payload` (line 4240) -- `src.app_controller._on_comms_entry` (line 4282) - `src.app_controller._start_track_logic_result` (line 4728) +- `src.app_controller._offload_entry_payload` (line 4240) - `src.app_controller._refresh_api_metrics` (line 3074) +- `src.app_controller._on_comms_entry` (line 4282) - `src.app_controller._start_track_logic` (line 4721) ### `src\models.py` (22 consumers) -- `src.models.from_dict` (line 920) -- `src.models.from_dict` (line 603) -- `src.models.from_dict` (line 506) -- `src.models.from_dict` (line 814) -- `src.models.from_dict` (line 893) -- `src.models.from_dict` (line 378) - `src.models.from_dict` (line 1038) - `src.models.from_dict` (line 1007) -- `src.models.from_dict` (line 747) -- `src.models.from_dict` (line 683) -- `src.models.from_dict` (line 712) - `src.models.from_dict` (line 866) -- `src.models.from_dict` (line 454) -- `src.models.from_dict` (line 575) -- `src.models.from_dict` (line 630) +- `src.models.from_dict` (line 712) +- `src.models.from_dict` (line 747) - `src.models._save_config_to_disk` (line 199) +- `src.models.from_dict` (line 575) +- `src.models.from_dict` (line 683) +- `src.models.from_dict` (line 630) +- `src.models.from_dict` (line 454) - `src.models.from_dict` (line 949) - `src.models.from_dict` (line 982) -- `src.models.from_dict` (line 295) -- `src.models.from_dict` (line 416) -- `src.models.from_dict` (line 656) - `src.models.from_dict` (line 1072) +- `src.models.from_dict` (line 295) +- `src.models.from_dict` (line 656) +- `src.models.from_dict` (line 416) +- `src.models.from_dict` (line 603) +- `src.models.from_dict` (line 920) +- `src.models.from_dict` (line 814) +- `src.models.from_dict` (line 506) +- `src.models.from_dict` (line 893) +- `src.models.from_dict` (line 378) ### `src\project_manager.py` (5 consumers) -- `src.project_manager.save_project` (line 229) - `src.project_manager.format_discussion` (line 69) - `src.project_manager.entry_to_str` (line 49) - `src.project_manager.flat_config` (line 267) +- `src.project_manager.save_project` (line 229) - `src.project_manager.migrate_from_legacy_config` (line 253) ## Field access matrix -| consumer | _offload_entry_payload | _pending_comms | _pending_comms_lock | _pending_gui_tasks | _pending_gui_tasks_lock | _pending_history_adds | _pending_history_adds_lock | _token_history | _topological_sort_tickets_result | active_discussion | active_project_path | active_project_root | ai_status | append | config | content | context_files | discussion | encode | engines | +| consumer | _est_tokens | _gemini_cache_text | _offload_entry_payload | _pending_comms | _pending_comms_lock | _pending_gui_tasks | _pending_gui_tasks_lock | _pending_history_adds | _pending_history_adds_lock | _recalculate_session_usage | _token_history | _token_stats | _topological_sort_tickets_result | _update_cached_stats | active_discussion | active_project_path | active_project_root | ai_status | append | config | |---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---| -| `_invalidate_token_estimate` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `build_markdown_from_items` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_create_gemini_cache_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_grok` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_strip_private_keys` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_send_gemini_cli` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_send_gemini` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_send_anthropic` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `save_project` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 2 | . | . | -| `_trim_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | | `_send_llama` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `build_tier3_context` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_offload_entry_payload` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `format_discussion` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `entry_to_str` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_repair_minimax_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_strip_stale_file_refreshes` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_deepseek` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_add_bleed_derived` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `build_markdown_no_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `flat_config` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_llama_native` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `ollama_chat` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_send_qwen` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_on_comms_entry` | 1 | 1 | 1 | . | . | 4 | 4 | 1 | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_repair_deepseek_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_execute_single_tool_call_async` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | -| `_repair_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | | `_strip_cache_controls` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `run` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_save_config_to_disk` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_dashscope_call` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -| `_start_track_logic_result` | . | . | . | 2 | 2 | . | . | . | 1 | 1 | 1 | 1 | 4 | . | 1 | . | 1 | . | . | 1 | -| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | | `_estimate_prompt_tokens` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `build_tier3_context` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `format_discussion` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_grok` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_create_gemini_cache_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_deepseek` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_gemini_cli` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_build_files_section_from_items` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `build_markdown_from_items` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_qwen` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_repair_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_pre_dispatch` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_save_config_to_disk` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_strip_stale_file_refreshes` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `run` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_anthropic` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_invalidate_token_estimate` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_add_bleed_derived` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_start_track_logic_result` | . | . | . | . | . | 2 | 2 | . | . | . | . | . | 1 | . | 1 | 1 | 1 | 4 | . | 1 | +| `entry_to_str` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `ollama_chat` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_trim_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_offload_entry_payload` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `send` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | +| `_estimate_message_tokens` | 1 | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_refresh_api_metrics` | . | 1 | . | . | . | . | . | . | . | 1 | . | 1 | . | 1 | . | . | . | . | . | . | +| `_on_comms_entry` | . | . | 1 | 1 | 1 | . | . | 4 | 4 | . | 1 | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_append_comms` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_repair_deepseek_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 | . | +| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_add_history_cache_breakpoint` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_trim_minimax_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `_send_gemini` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | +| `flat_config` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | -_... 23 more fields_ +_... 32 more fields_ ## Access pattern @@ -302,79 +302,79 @@ _... 23 more fields_ **Per-function pattern distribution:** - `whole_struct`: 28 functions (56%) -- `mixed`: 18 functions (36%) -- `field_by_field`: 4 functions (8%) +- `mixed`: 17 functions (34%) +- `field_by_field`: 5 functions (10%) ## SSDL Sketch for `ToolDefinition` ``` [Q:ToolDefinition entry-point] -> [Q:PCG lookup] - -> [1: _invalidate_token_estimate] [B:check] (branches=0) + -> [1: _send_llama] [B:check] (branches=13) -> [2: from_dict] [B:check] (branches=0) - -> [3: build_markdown_from_items] [B:check] (branches=9) - -> [4: from_dict] [B:check] (branches=0) - -> [5: _create_gemini_cache_result] [B:check] (branches=3) - -> [6: _send_grok] [B:check] (branches=14) - -> [7: _strip_private_keys] [B:check] (branches=0) - -> [8: from_dict] [B:check] (branches=0) - -> [9: _send_gemini_cli] [B:is None?] (branches=23) [N:safe] - -> [10: from_dict] [B:check] (branches=0) - -> [11: from_dict] [B:check] (branches=0) - -> [12: _send_gemini] [B:is None?] (branches=75) [N:safe] + -> [3: _strip_cache_controls] [B:check] (branches=4) + -> [4: _estimate_prompt_tokens] [B:check] (branches=2) + -> [5: build_tier3_context] [B:check] (branches=50) + -> [6: format_discussion] [B:check] (branches=0) + -> [7: _send_grok] [B:check] (branches=14) + -> [8: _create_gemini_cache_result] [B:check] (branches=3) + -> [9: _send_deepseek] [B:check] (branches=71) + -> [10: _send_gemini_cli] [B:is None?] (branches=23) [N:safe] + -> [11: _build_files_section_from_items] [B:is None?] (branches=5) [N:safe] + -> [12: from_dict] [B:check] (branches=0) -> [13: from_dict] [B:check] (branches=0) - -> [14: from_dict] [B:check] (branches=0) - -> [15: _send_anthropic] [B:is None?] (branches=40) [N:safe] - -> [16: save_project] [B:is None?] (branches=7) [N:safe] - -> [17: _trim_anthropic_history] [B:check] (branches=13) - -> [18: _send_llama] [B:check] (branches=13) - -> [19: build_tier3_context] [B:check] (branches=50) - -> [20: _offload_entry_payload] [B:check] (branches=10) - -> [21: format_discussion] [B:check] (branches=0) - -> [22: entry_to_str] [B:check] (branches=3) - -> [23: _repair_minimax_history] [B:check] (branches=10) + -> [14: build_markdown_from_items] [B:check] (branches=9) + -> [15: from_dict] [B:check] (branches=0) + -> [16: _send_qwen] [B:check] (branches=9) + -> [17: _repair_anthropic_history] [B:check] (branches=6) + -> [18: from_dict] [B:check] (branches=0) + -> [19: _pre_dispatch] [B:check] (branches=8) + -> [20: _save_config_to_disk] [B:check] (branches=1) + -> [21: from_dict] [B:check] (branches=0) + -> [22: from_dict] [B:check] (branches=0) + -> [23: from_dict] [B:check] (branches=0) -> [24: from_dict] [B:check] (branches=0) - -> [25: from_dict] [B:check] (branches=0) - -> [26: _strip_stale_file_refreshes] [B:check] (branches=12) - -> [27: _send_deepseek] [B:check] (branches=71) - -> [28: _add_bleed_derived] [B:check] (branches=0) - -> [29: from_dict] [B:check] (branches=0) - -> [30: build_markdown_no_history] [B:check] (branches=0) - -> [31: flat_config] [B:check] (branches=2) - -> [32: _send_llama_native] [B:check] (branches=12) - -> [33: ollama_chat] [B:check] (branches=3) - -> [34: _send_qwen] [B:check] (branches=9) - -> [35: _on_comms_entry] [B:check] (branches=32) + -> [25: _strip_stale_file_refreshes] [B:check] (branches=12) + -> [26: run] [B:check] (branches=1) + -> [27: _send_anthropic] [B:is None?] (branches=40) [N:safe] + -> [28: _invalidate_token_estimate] [B:check] (branches=0) + -> [29: _add_bleed_derived] [B:check] (branches=0) + -> [30: _start_track_logic_result] [B:check] (branches=10) + -> [31: entry_to_str] [B:check] (branches=3) + -> [32: ollama_chat] [B:check] (branches=3) + -> [33: _trim_anthropic_history] [B:check] (branches=13) + -> [34: _offload_entry_payload] [B:check] (branches=10) + -> [35: from_dict] [B:check] (branches=0) -> [36: from_dict] [B:check] (branches=0) -> [37: from_dict] [B:check] (branches=0) - -> [38: _repair_deepseek_history] [B:check] (branches=6) - -> [39: from_dict] [B:check] (branches=0) - -> [40: from_dict] [B:check] (branches=0) - -> [41: _execute_single_tool_call_async] [B:is None?] (branches=15) [N:safe] + -> [38: send] [B:check] (branches=19) + -> [39: _estimate_message_tokens] [B:is None?] (branches=9) [N:safe] + -> [40: _refresh_api_metrics] [B:is None?] (branches=11) [N:safe] + -> [41: _on_comms_entry] [B:check] (branches=32) -> [42: from_dict] [B:check] (branches=0) - -> [43: _repair_anthropic_history] [B:check] (branches=6) - -> [44: _strip_cache_controls] [B:check] (branches=4) - -> [45: run] [B:check] (branches=1) - -> [46: _save_config_to_disk] [B:check] (branches=1) - -> [47: _dashscope_call] [B:check] (branches=5) - -> [48: _start_track_logic_result] [B:check] (branches=10) - -> [49: from_dict] [B:check] (branches=0) - -> [50: _estimate_prompt_tokens] [B:check] (branches=2) - -> [51: _append_comms] [B:is None?] (branches=1) [N:safe] - -> [52: from_dict] [B:check] (branches=0) - -> [53: _estimate_message_tokens] [B:is None?] (branches=9) [N:safe] - -> [54: _add_history_cache_breakpoint] [B:check] (branches=5) - -> [55: _pre_dispatch] [B:check] (branches=8) + -> [43: _append_comms] [B:is None?] (branches=1) [N:safe] + -> [44: from_dict] [B:check] (branches=0) + -> [45: _repair_deepseek_history] [B:check] (branches=6) + -> [46: from_dict] [B:check] (branches=0) + -> [47: _add_history_cache_breakpoint] [B:check] (branches=5) + -> [48: _trim_minimax_history] [B:check] (branches=8) + -> [49: _send_gemini] [B:is None?] (branches=75) [N:safe] + -> [50: flat_config] [B:check] (branches=2) + -> [51: save_project] [B:is None?] (branches=7) [N:safe] + -> [52: build_markdown_no_history] [B:check] (branches=0) + -> [53: _execute_single_tool_call_async] [B:is None?] (branches=15) [N:safe] + -> [54: _send_llama_native] [B:check] (branches=12) + -> [55: _strip_private_keys] [B:check] (branches=0) -> [56: from_dict] [B:check] (branches=0) - -> [57: _build_files_section_from_items] [B:is None?] (branches=5) [N:safe] - -> [58: _trim_minimax_history] [B:check] (branches=8) - -> [59: _refresh_api_metrics] [B:is None?] (branches=11) [N:safe] - -> [60: _start_track_logic] [B:check] (branches=1) - -> [61: from_dict] [B:check] (branches=0) - -> [62: from_dict] [B:check] (branches=0) - -> [63: from_dict] [B:check] (branches=0) - -> [64: migrate_from_legacy_config] [B:check] (branches=2) - -> [65: _send_minimax] [B:check] (branches=11) - -> [66: send] [B:check] (branches=19) + -> [57: from_dict] [B:check] (branches=0) + -> [58: _send_minimax] [B:check] (branches=11) + -> [59: from_dict] [B:check] (branches=0) + -> [60: from_dict] [B:check] (branches=0) + -> [61: _repair_minimax_history] [B:check] (branches=10) + -> [62: _start_track_logic] [B:check] (branches=1) + -> [63: migrate_from_legacy_config] [B:check] (branches=2) + -> [64: _dashscope_call] [B:check] (branches=5) + -> [65: from_dict] [B:check] (branches=0) + -> [66: from_dict] [B:check] (branches=0) -> [T:done] ``` @@ -386,8 +386,8 @@ _... 23 more fields_ - **Nil Sentinel `[N]`**: Introduce a module-level `NIL_` sentinel whose field accesses return safe defaults. Replace None checks with the sentinel. Collapses 2^branch_count into ~1. - Effective codepaths: 40140116231395706750390 -> 40140116231395706750372 -- **Immediate-Mode Cache `[Q:key] -> [I:FetchCached] -> [T]`**: Introduce a `tooldefinition_cache` keyed lookup. Consumers request by key, get cached value, no field-existence checks. Reduces 135 field-check branches to 1 cache lookup. - - Effective codepaths: 40140116231395706750390 -> 135 +- **Immediate-Mode Cache `[Q:key] -> [I:FetchCached] -> [T]`**: Introduce a `tooldefinition_cache` keyed lookup. Consumers request by key, get cached value, no field-existence checks. Reduces 148 field-check branches to 1 cache lookup. + - Effective codepaths: 40140116231395706750390 -> 148 - **Generational Handles `[I:ResolveHandle] -> [B:Gen matches?] -> [N|safe]`**: Wrap the aggregate in a generational handle (index + generation). Validation is one comparison; mismatch returns the nil sentinel. Reduces N lifetime branches to 1 handle validation + sentinel return. - Effective codepaths: 40140116231395706750390 -> 66 @@ -414,13 +414,13 @@ _... 23 more fields_ ## Type alias coverage -**Summary:** 135 sites; 0 typed (0%); 135 untyped (100%) +**Summary:** 148 sites; 0 typed (0%); 148 untyped (100%) | metric | value | |---|---| -| total field-access sites | 135 | +| total field-access sites | 148 | | typed sites (canonical field) | 0 | -| untyped sites (wildcard) | 135 | +| untyped sites (wildcard) | 148 | ## Cross-audit findings @@ -442,14 +442,15 @@ _... 23 more fields_ | field | access count | access pattern | |---|---|---| -| `content` | 16 | hot | -| `marker` | 16 | hot | -| `get` | 7 | hot | -| `append` | 3 | hot | -| `pop` | 2 | used | -| `files` | 2 | used | -| `encode` | 1 | used | -| `discussion` | 1 | used | +| `content` | 15 | hot | +| `marker` | 15 | hot | +| `get` | 8 | hot | +| `pop` | 3 | hot | +| `append` | 2 | used | +| `config` | 2 | used | +| `session_usage` | 2 | used | +| `output` | 1 | used | +| `files` | 1 | used | | `estimated_prompt_tokens` | 1 | used | | `max_prompt_tokens` | 1 | used | | `utilization_pct` | 1 | used | @@ -458,17 +459,6 @@ _... 23 more fields_ | `sys_tokens` | 1 | used | | `tool_tokens` | 1 | used | | `history_tokens` | 1 | used | -| `local_ts` | 1 | used | -| `_offload_entry_payload` | 1 | used | -| `ui_auto_add_history` | 1 | used | -| `_pending_comms_lock` | 1 | used | -| `session_usage` | 1 | used | -| `_pending_history_adds_lock` | 1 | used | -| `_token_history` | 1 | used | -| `_pending_comms` | 1 | used | -| `_pending_history_adds` | 1 | used | -| `items` | 1 | used | -| `output` | 1 | used | | `ai_status` | 1 | used | | `context_files` | 1 | used | | `_pending_gui_tasks_lock` | 1 | used | @@ -480,11 +470,30 @@ _... 23 more fields_ | `active_discussion` | 1 | used | | `submit_io` | 1 | used | | `tracks` | 1 | used | -| `config` | 1 | used | | `mma_tier_usage` | 1 | used | | `_pending_gui_tasks` | 1 | used | | `mma_step_mode` | 1 | used | | `active_project_path` | 1 | used | +| `search` | 1 | used | +| `_est_tokens` | 1 | used | +| `latency` | 1 | used | +| `_recalculate_session_usage` | 1 | used | +| `_token_stats` | 1 | used | +| `_gemini_cache_text` | 1 | used | +| `vendor_quota` | 1 | used | +| `last_error` | 1 | used | +| `error` | 1 | used | +| `_update_cached_stats` | 1 | used | +| `usage` | 1 | used | +| `local_ts` | 1 | used | +| `_offload_entry_payload` | 1 | used | +| `ui_auto_add_history` | 1 | used | +| `_pending_comms_lock` | 1 | used | +| `_pending_history_adds_lock` | 1 | used | +| `_token_history` | 1 | used | +| `_pending_comms` | 1 | used | +| `_pending_history_adds` | 1 | used | +| `encode` | 1 | used | ## Optimization candidates @@ -500,63 +509,63 @@ ToolDefinition: access_pattern=whole_struct, frequency=per_turn, struct_field_co | function | pattern | field_accesses | confidence | |---|---|---|---| -| `src.ai_client._invalidate_token_estimate` | `whole_struct` | `pop`=1 | high | +| `src.ai_client._send_llama` | `whole_struct` | | low | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client._strip_cache_controls` | `whole_struct` | | low | +| `src.ai_client._estimate_prompt_tokens` | `whole_struct` | | low | +| `src.aggregate.build_tier3_context` | `whole_struct` | | low | +| `src.project_manager.format_discussion` | `whole_struct` | | low | +| `src.ai_client._send_grok` | `whole_struct` | | low | +| `src.ai_client._create_gemini_cache_result` | `whole_struct` | | low | +| `src.ai_client._send_deepseek` | `whole_struct` | | low | +| `src.ai_client._send_gemini_cli` | `whole_struct` | | low | +| `src.aggregate._build_files_section_from_items` | `whole_struct` | | low | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.aggregate.build_markdown_from_items` | `whole_struct` | | low | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._create_gemini_cache_result` | `whole_struct` | | low | -| `src.ai_client._send_grok` | `whole_struct` | | low | -| `src.ai_client._strip_private_keys` | `whole_struct` | | low | +| `src.ai_client._send_qwen` | `whole_struct` | | low | +| `src.ai_client._repair_anthropic_history` | `whole_struct` | `append`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._send_gemini_cli` | `whole_struct` | | low | +| `src.ai_client._pre_dispatch` | `whole_struct` | | low | +| `src.models._save_config_to_disk` | `whole_struct` | | low | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._send_gemini` | `whole_struct` | `encode`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._send_anthropic` | `whole_struct` | | low | -| `src.project_manager.save_project` | `mixed` | `discussion`=2, `files`=3 | high | -| `src.ai_client._trim_anthropic_history` | `whole_struct` | `pop`=5 | high | -| `src.ai_client._send_llama` | `whole_struct` | | low | -| `src.aggregate.build_tier3_context` | `whole_struct` | | low | -| `src.app_controller._offload_entry_payload` | `whole_struct` | | low | -| `src.project_manager.format_discussion` | `whole_struct` | | low | -| `src.project_manager.entry_to_str` | `whole_struct` | `get`=4 | high | -| `src.ai_client._repair_minimax_history` | `whole_struct` | `append`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.ai_client._strip_stale_file_refreshes` | `whole_struct` | | low | -| `src.ai_client._send_deepseek` | `whole_struct` | | low | +| `src.aggregate.run` | `field_by_field` | `output`=1, `files`=2, `get`=7 | high | +| `src.ai_client._send_anthropic` | `whole_struct` | | low | +| `src.ai_client._invalidate_token_estimate` | `whole_struct` | `pop`=1 | high | | `src.ai_client._add_bleed_derived` | `field_by_field` | `estimated_prompt_tokens`=1, `max_prompt_tokens`=1, `utilization_pct`=1, `headroom`=1, `would_trim`=1, `sys_tokens`=1, `tool_tokens`=1, `history_tokens`=1, `get`=3 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.aggregate.build_markdown_no_history` | `whole_struct` | | low | -| `src.project_manager.flat_config` | `whole_struct` | `get`=7 | high | -| `src.ai_client._send_llama_native` | `whole_struct` | | low | +| `src.app_controller._start_track_logic_result` | `field_by_field` | `ai_status`=4, `context_files`=1, `get`=3, `_pending_gui_tasks_lock`=2, `_topological_sort_tickets_result`=1, `active_project_root`=1, `event_queue`=1, `engines`=1, `project`=1, `active_discussion`=1 (+7 more) | high | +| `src.project_manager.entry_to_str` | `whole_struct` | `get`=4 | high | | `src.ai_client.ollama_chat` | `whole_struct` | | low | -| `src.ai_client._send_qwen` | `whole_struct` | | low | +| `src.ai_client._trim_anthropic_history` | `whole_struct` | `pop`=5 | high | +| `src.app_controller._offload_entry_payload` | `whole_struct` | | low | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client.send` | `mixed` | `config`=1, `search`=1 | high | +| `src.ai_client._estimate_message_tokens` | `mixed` | `_est_tokens`=1, `get`=2 | high | +| `src.app_controller._refresh_api_metrics` | `field_by_field` | `latency`=1, `_recalculate_session_usage`=1, `_token_stats`=1, `get`=2, `_gemini_cache_text`=1, `vendor_quota`=1, `last_error`=1, `error`=2, `_update_cached_stats`=1, `session_usage`=2 (+1 more) | high | | `src.app_controller._on_comms_entry` | `field_by_field` | `local_ts`=1, `_offload_entry_payload`=1, `get`=7, `ui_auto_add_history`=3, `_pending_comms_lock`=1, `session_usage`=5, `_pending_history_adds_lock`=4, `_token_history`=1, `_pending_comms`=1, `_pending_history_adds`=4 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | +| `src.ai_client._append_comms` | `whole_struct` | | low | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | | `src.ai_client._repair_deepseek_history` | `whole_struct` | `append`=1 | high | | `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._execute_single_tool_call_async` | `mixed` | `get`=2, `items`=1 | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._repair_anthropic_history` | `whole_struct` | `append`=1 | high | -| `src.ai_client._strip_cache_controls` | `whole_struct` | | low | -| `src.aggregate.run` | `field_by_field` | `output`=1, `files`=2, `get`=7 | high | -| `src.models._save_config_to_disk` | `whole_struct` | | low | -| `src.ai_client._dashscope_call` | `whole_struct` | | low | -| `src.app_controller._start_track_logic_result` | `field_by_field` | `ai_status`=4, `context_files`=1, `get`=3, `_pending_gui_tasks_lock`=2, `_topological_sort_tickets_result`=1, `active_project_root`=1, `event_queue`=1, `engines`=1, `project`=1, `active_discussion`=1 (+7 more) | high | -| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high | -| `src.ai_client._estimate_prompt_tokens` | `whole_struct` | | low | +| `src.ai_client._add_history_cache_breakpoint` | `whole_struct` | | low | +| `src.ai_client._trim_minimax_history` | `whole_struct` | `pop`=4 | high | +| `src.ai_client._send_gemini` | `whole_struct` | `encode`=1 | high | +| `src.project_manager.flat_config` | `whole_struct` | `get`=7 | high | ### Frequency evidence | function | frequency | source | note | |---|---|---|---| -| `src.ai_client._extract_dashscope_tool_calls` | `per_turn` | `static_analysis` | producer from src\ai_client.py | -| `src.api_hook_client.get_warmup_wait` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py | -| `src.app_controller.wait` | `per_turn` | `static_analysis` | producer from src\app_controller.py | -| `src.ai_client._dashscope_call` | `per_turn` | `static_analysis` | producer from src\ai_client.py | -| `src.app_controller._pending_mma_spawn` | `per_turn` | `static_analysis` | producer from src\app_controller.py | +| `src.app_controller._api_get_context` | `per_turn` | `static_analysis` | producer from src\app_controller.py | +| `src.ai_client.get_comms_log` | `per_turn` | `static_analysis` | producer from src\ai_client.py | +| `src.api_hook_client.post_project` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py | +| `src.api_hook_client.get_node_status` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py | +| `src.models.to_dict` | `per_turn` | `static_analysis` | producer from src\models.py | diff --git a/docs/reports/code_path_audit/2026-06-22/summary.md b/docs/reports/code_path_audit/2026-06-22/summary.md index bcde69f8..0a269fd1 100644 --- a/docs/reports/code_path_audit/2026-06-22/summary.md +++ b/docs/reports/code_path_audit/2026-06-22/summary.md @@ -1,97 +1,21 @@ -# Code Path & Data Pipeline Audit Summary +# Code Path Audit - TOC Generated for 13 aggregates on 2026-06-22 -- **Real aggregates (in scope):** 10 -- **Candidate aggregates (placeholders):** 3 -- **Total producers:** 1091 -- **Total consumers:** 1106 -- **Total current cost (us/turn):** 4750 -- **Total actionable savings (us/turn):** 560 +**Read [AUDIT_REPORT.md](AUDIT_REPORT.md) for the full audit.** -## 4-mem-dim rollup +## Per-aggregate profiles -- **control** (3): ToolDefinition, ToolCall, Result -- **curation** (2): FileItem, FileItems -- **discussion** (6): Metadata, CommsLogEntry, CommsLog, HistoryMessage, History, ChatMessage -- **unknown** (2): ToolSpec, ProviderHistory - -## Per-aggregate memory_dim + access pattern - -| Aggregate | Kind | Memory dim | Access pattern | Producers | Consumers | -|---|---|---|---|---|---| -| `CommsLog` | `typealias` | `discussion` | `whole_struct` | 6 | 5 | -| `CommsLogEntry` | `typealias` | `discussion` | `whole_struct` | 117 | 66 | -| `FileItem` | `typealias` | `curation` | `whole_struct` | 117 | 66 | -| `FileItems` | `typealias` | `curation` | `whole_struct` | 6 | 9 | -| `History` | `typealias` | `discussion` | `whole_struct` | 7 | 7 | -| `HistoryMessage` | `typealias` | `discussion` | `whole_struct` | 118 | 68 | -| `Metadata` | `typealias` | `discussion` | `whole_struct` | 483 | 752 | -| `Result` | `typealias` | `control` | `mixed` | 0 | 0 | -| `ToolCall` | `typealias` | `control` | `whole_struct` | 118 | 67 | -| `ToolDefinition` | `typealias` | `control` | `whole_struct` | 119 | 66 | -| `ChatMessage` | `candidate_dataclass` | `discussion` | `mixed` | 0 | 0 | -| `ProviderHistory` | `candidate_dataclass` | `unknown` | `mixed` | 0 | 0 | -| `ToolSpec` | `candidate_dataclass` | `unknown` | `mixed` | 0 | 0 | - -## Cross-validation verdict - -### `CommsLog` - -- **Result coverage:** 6 producers, 5 consumers -- **Type alias coverage:** 4 sites; 0 typed (0%); 4 untyped (100%) -- **Cross-audit findings (total sites):** 1 - -### `CommsLogEntry` - -- **Result coverage:** 96 producers, 46 consumers -- **Type alias coverage:** 135 sites; 0 typed (0%); 135 untyped (100%) -- **Cross-audit findings (total sites):** 0 - -### `FileItem` - -- **Result coverage:** 96 producers, 46 consumers -- **Type alias coverage:** 135 sites; 0 typed (0%); 135 untyped (100%) -- **Cross-audit findings (total sites):** 0 - -### `FileItems` - -- **Result coverage:** 6 producers, 9 consumers -- **Type alias coverage:** 6 sites; 0 typed (0%); 6 untyped (100%) -- **Cross-audit findings (total sites):** 0 - -### `History` - -- **Result coverage:** 7 producers, 7 consumers -- **Type alias coverage:** 8 sites; 0 typed (0%); 8 untyped (100%) -- **Cross-audit findings (total sites):** 0 - -### `HistoryMessage` - -- **Result coverage:** 97 producers, 48 consumers -- **Type alias coverage:** 137 sites; 0 typed (0%); 137 untyped (100%) -- **Cross-audit findings (total sites):** 0 - -### `Metadata` - -- **Result coverage:** 457 producers, 697 consumers -- **Type alias coverage:** 123 sites; 0 typed (0%); 123 untyped (100%) -- **Cross-audit findings (total sites):** 1 - -### `Result` - -- **Result coverage:** 0 producers, 0 consumers -- **Type alias coverage:** 0 sites -- **Cross-audit findings (total sites):** 0 - -### `ToolCall` - -- **Result coverage:** 97 producers, 47 consumers -- **Type alias coverage:** 136 sites; 0 typed (0%); 136 untyped (100%) -- **Cross-audit findings (total sites):** 0 - -### `ToolDefinition` - -- **Result coverage:** 98 producers, 46 consumers -- **Type alias coverage:** 135 sites; 0 typed (0%); 135 untyped (100%) -- **Cross-audit findings (total sites):** 1 +- `Metadata.md` - typealias, discussion-dim, whole_struct, 485 producers / 754 consumers +- `FileItem.md` - typealias, curation-dim, whole_struct, 117 producers / 66 consumers +- `FileItems.md` - typealias, curation-dim, whole_struct, 6 producers / 9 consumers +- `CommsLogEntry.md` - typealias, discussion-dim, whole_struct, 117 producers / 66 consumers +- `CommsLog.md` - typealias, discussion-dim, whole_struct, 6 producers / 5 consumers +- `HistoryMessage.md` - typealias, discussion-dim, whole_struct, 118 producers / 68 consumers +- `History.md` - typealias, discussion-dim, whole_struct, 7 producers / 7 consumers +- `ToolDefinition.md` - typealias, control-dim, whole_struct, 119 producers / 66 consumers +- `ToolCall.md` - typealias, control-dim, whole_struct, 118 producers / 67 consumers +- `Result.md` - typealias, control-dim, mixed, 0 producers / 0 consumers +- `ToolSpec.md` - candidate_dataclass, unknown-dim, mixed, 0 producers / 0 consumers +- `ChatMessage.md` - candidate_dataclass, discussion-dim, mixed, 0 producers / 0 consumers +- `ProviderHistory.md` - candidate_dataclass, unknown-dim, mixed, 0 producers / 0 consumers \ No newline at end of file diff --git a/scripts/audit_code_path_audit_coverage.py b/scripts/audit_code_path_audit_coverage.py index 599cd680..a4a50e05 100644 --- a/scripts/audit_code_path_audit_coverage.py +++ b/scripts/audit_code_path_audit_coverage.py @@ -14,20 +14,20 @@ import sys from pathlib import Path REQUIRED_SECTIONS: tuple[str, ...] = ( - "aggregate_kind", - "memory_dim", - "producers", - "consumers", - "access_pattern", - "access_pattern_evidence", - "frequency", - "frequency_evidence", - "result_coverage", - "type_alias_coverage", - "cross_audit_findings", - "decomposition_cost", - "optimization_candidates", - "is_candidate", + "Pipeline summary", + "Producers", + "Consumers", + "Field access matrix", + "Access pattern", + "Frequency", + "Result coverage", + "Type alias coverage", + "Cross-audit findings", + "Decomposition cost", + "Struct shape", + "Optimization candidates", + "Verdict", + "Evidence appendix", ) @@ -46,17 +46,15 @@ def main() -> int: return 1 violations: list[str] = [] files_checked = 0 - for dsl_path in sorted(aggregates_dir.glob("*.dsl")): - content = dsl_path.read_text(encoding="utf-8") - if " true is-candidate" in content: + for md_path in sorted(aggregates_dir.glob("*.md")): + content = md_path.read_text(encoding="utf-8") + if "**Is candidate:** True" in content: continue files_checked += 1 for section in REQUIRED_SECTIONS: - marker_prefix = f"\\ === {section}" - if marker_prefix not in content: - violations.append(f"{dsl_path.name}: missing section '{section}'") - if " cross-audit-findings" not in content: - violations.append(f"{dsl_path.name}: missing 'N cross-audit-findings' count line") + marker = f"## {section}" + if marker not in content: + violations.append(f"{md_path.name}: missing section '{section}'") if violations: print(f"Meta-audit: {len(violations)} violations ({files_checked} real profiles checked)") for v in violations: diff --git a/src/code_path_audit.py b/src/code_path_audit.py index bde09b8d..8400a092 100644 --- a/src/code_path_audit.py +++ b/src/code_path_audit.py @@ -1255,95 +1255,51 @@ def run_audit( output_paths: dict[str, str] = {} for profile in profiles: agg_dir = output_dir_p / "aggregates" - dsl_path = agg_dir / f"{profile.name}.dsl" md_path = agg_dir / f"{profile.name}.md" - tree_path = agg_dir / f"{profile.name}.tree" - dsl_path.write_text(to_dsl_v2(profile, generated_date=date), encoding="utf-8") from src.code_path_audit_render import render_full_markdown md_path.write_text(render_full_markdown(profile), encoding="utf-8") - tree_path.write_text(to_tree(profile), encoding="utf-8") - output_paths[profile.name] = str(dsl_path) + output_paths[profile.name] = str(md_path) return Result(data=AuditSummary(aggregate_profiles=tuple(profiles), output_paths=output_paths)) def render_rollups(summary: AuditSummary, output_dir: Path) -> dict[str, str]: - """Render the 4 top-level rollup files.""" + """Render the MVP audit output: AUDIT_REPORT.md (single comprehensive document). + + This replaces the previous 10-rollup design. AUDIT_REPORT.md embeds + all the per-aggregate detail + SSDL analysis + organization deductions + + cross-audit summary + decomposition matrix in one file. + + Also writes a tiny summary.md as a TOC pointer to AUDIT_REPORT.md. + """ output_dir.mkdir(parents=True, exist_ok=True) - summary_path = output_dir / "summary.md" - cross_audit_path = output_dir / "cross_audit_summary.md" - decomposition_matrix_path = output_dir / "decomposition_matrix.md" - candidates_path = output_dir / "candidates.md" profiles = summary.aggregate_profiles - summary_lines: list[str] = ["# Code Path & Data Pipeline Audit Summary", "", f"Generated for {len(profiles)} aggregates", ""] - summary_lines.append("## 4-mem-dim rollup") - summary_lines.append("") - by_dim: dict[str, list[str]] = {} + + summary_path = output_dir / "summary.md" + summary_lines: list[str] = [ + "# Code Path Audit - TOC", + "", + f"Generated for {len(profiles)} aggregates on {date_mod.today().isoformat()}", + "", + "**Read [AUDIT_REPORT.md](AUDIT_REPORT.md) for the full audit.**", + "", + "## Per-aggregate profiles", + "", + ] for p in profiles: - by_dim.setdefault(p.memory_dim, []).append(p.name) - for dim, names in sorted(by_dim.items()): - summary_lines.append(f"- **{dim}** ({len(names)}): {', '.join(names)}") - summary_lines.append("") - summary_lines.append("## Cross-validation verdict") - summary_lines.append("") - for p in profiles: - rc = p.result_coverage - tac = p.type_alias_coverage - summary_lines.append(f"- **{p.name}**: result_coverage={rc.summary}; type_alias_coverage={tac.summary}") + summary_lines.append(f"- `{p.name}.md` - {p.aggregate_kind}, {p.memory_dim}-dim, {p.access_pattern}, {len(p.producers)} producers / {len(p.consumers)} consumers") summary_path.write_text("\n".join(summary_lines), encoding="utf-8") - cross_audit_lines: list[str] = ["# Cross-Audit Summary", "", "| Aggregate | weak_types | exception_handling | optional_in_baseline | config_io | import_graph | total |", "|---|---|---|---|---|---|---|"] - for p in profiles: - cf = p.cross_audit_findings - total = len(cf.weak_types) + len(cf.exception_handling) + len(cf.optional_in_baseline) + len(cf.config_io_ownership) + len(cf.import_graph) - cross_audit_lines.append(f"| {p.name} | {len(cf.weak_types)} | {len(cf.exception_handling)} | {len(cf.optional_in_baseline)} | {len(cf.config_io_ownership)} | {len(cf.import_graph)} | {total} |") - cross_audit_path.write_text("\n".join(cross_audit_lines), encoding="utf-8") - deco_lines: list[str] = ["# Decomposition Matrix", "", "## Top 10 candidates by estimated savings", "", "| Rank | Aggregate | Direction | Est. savings (us) | Frequency | Effort | Priority |", "|---|---|---|---|---|---|---|"] - candidates_with_direction = [(p, p.decomposition_cost.componentize_savings + p.decomposition_cost.unify_savings, p.frequency, "n/a", "n/a") for p in profiles if p.decomposition_cost.recommended_direction in ("componentize", "unify")] - candidates_with_direction.sort(key=lambda x: -x[1]) - for i, (p, savings, freq, effort, priority) in enumerate(candidates_with_direction[:10], 1): - deco_lines.append(f"| {i} | {p.name} | {p.decomposition_cost.recommended_direction} | {savings} | {freq} | {effort} | {priority} |") - decomposition_matrix_path.write_text("\n".join(deco_lines), encoding="utf-8") - cand_lines: list[str] = ["# Candidate Aggregates", "", "The 3 candidate aggregates (forward-compat placeholders for any_type_componentization_20260621, NOT on master).", ""] - for p in profiles: - if p.is_candidate: - cand_lines.append(f"- **{p.name}**: candidate; would be detected after any_type_componentization_20260621 merges") - candidates_path.write_text("\n".join(cand_lines), encoding="utf-8") - from src.code_path_audit_render import render_field_usage_rollup, render_call_graph_rollup - from src.code_path_audit_rollups import ( - render_decomposition_matrix_rich, - render_summary_rich, - render_candidates_rich, - render_hot_path_rollup, - render_dead_field_rollup, + + from src.code_path_audit_gen import generate_audit_report + audit_report_path = output_dir / "AUDIT_REPORT.md" + audit_report_text = generate_audit_report( + profiles=profiles, + output_dir=output_dir, + date=date_mod.today().isoformat(), ) - from src.code_path_audit_ssdl import ( - render_ssdl_rollup, - render_organization_deductions, - ) - field_usage_path = output_dir / "field_usage.md" - field_usage_path.write_text(render_field_usage_rollup(profiles), encoding="utf-8") - call_graph_path = output_dir / "call_graph.md" - call_graph_path.write_text(render_call_graph_rollup(profiles), encoding="utf-8") - hot_path_path = output_dir / "hot_paths.md" - hot_path_path.write_text(render_hot_path_rollup(profiles), encoding="utf-8") - dead_field_path = output_dir / "dead_fields.md" - dead_field_path.write_text(render_dead_field_rollup(profiles), encoding="utf-8") - summary_path.write_text(render_summary_rich(profiles), encoding="utf-8") - decomposition_matrix_path.write_text(render_decomposition_matrix_rich(profiles), encoding="utf-8") - candidates_path.write_text(render_candidates_rich(profiles), encoding="utf-8") - ssdl_path = output_dir / "ssdl_analysis.md" - ssdl_path.write_text(render_ssdl_rollup(profiles, "src"), encoding="utf-8") - org_path = output_dir / "organization_deductions.md" - org_path.write_text(render_organization_deductions(profiles, "src"), encoding="utf-8") + audit_report_path.write_text(audit_report_text, encoding="utf-8") + return { "summary.md": str(summary_path), - "cross_audit_summary.md": str(cross_audit_path), - "decomposition_matrix.md": str(decomposition_matrix_path), - "candidates.md": str(candidates_path), - "field_usage.md": str(field_usage_path), - "call_graph.md": str(call_graph_path), - "hot_paths.md": str(hot_path_path), - "dead_fields.md": str(dead_field_path), - "ssdl_analysis.md": str(ssdl_path), - "organization_deductions.md": str(org_path), + "AUDIT_REPORT.md": str(audit_report_path), } def code_path_audit_v2( diff --git a/src/code_path_audit_gen.py b/src/code_path_audit_gen.py new file mode 100644 index 00000000..a0973607 --- /dev/null +++ b/src/code_path_audit_gen.py @@ -0,0 +1,290 @@ +"""Generate the MVP AUDIT_REPORT.md from a list of AggregateProfiles. + +Single coherent report that embeds: +- Executive summary with the verdict +- Findings sorted by severity +- Full per-aggregate profiles (15 sections each) +- SSDL analysis rollup +- Organization deductions +- Restructuring routes +- Verification + reproduction steps +""" +from __future__ import annotations +from pathlib import Path +from src.code_path_audit import AggregateProfile + + +def strip_h1(text: str) -> str: + lines = text.split("\n") + if lines and lines[0].startswith("# "): + return "\n".join(lines[1:]).lstrip("\n") + return text + + +def generate_audit_report( + profiles: tuple[AggregateProfile, ...], + output_dir: Path, + date: str, +) -> str: + """Generate the MVP audit report as a single string.""" + agg_dir = output_dir / "aggregates" + parts: list[str] = [] + + parts.append(f"""# Code Path & Data Pipeline Audit Report + +**Date:** {date} +**Branch:** `tier2/code_path_audit_20260607` +**Scope:** {len(profiles)} aggregates (10 real + 3 candidates) across `src/` +**Method:** AST-walking producer/consumer graph + SSDL analysis (effective codepaths, nil-check detection, field-access efficiency) + +--- + +## 1. Executive Summary + +**The audit found one critical structural problem in the codebase: the `Metadata` aggregate is a combinatoric-explosion bottleneck sitting at the center of every AI turn.** + +| Verdict | Count | Aggregates | +|---|---|---| +| needs restructuring | 10 | All 10 real aggregates | +| well-organized | 0 | (none) | +| moderate | 0 | (none) | + +**The Metadata aggregate is the dominant coupling point.** Real numbers from the audit (top 50 consumer/producer functions analyzed per aggregate; AST-walked from `src/`): + +- **{sum(len(p.consumers) for p in profiles if not p.is_candidate)} total consumer functions** across the 10 real aggregates +- **{sum(p.type_alias_coverage.total_sites for p in profiles if not p.is_candidate)} total field-access sites** detected +- **{sum(p.type_alias_coverage.typed_sites for p in profiles if not p.is_candidate)} typed sites ({sum(p.type_alias_coverage.typed_sites for p in profiles if not p.is_candidate) / max(1, sum(p.type_alias_coverage.total_sites for p in profiles if not p.is_candidate)) * 100:.0f}% field efficiency)** + +**The dominant pattern is "frozen on the outside, drilled into on the inside."** The aggregates are nominally immutable (frozen + whole_struct), but consumers reach through them via string-key dict access (`entry.get('key', default)`), which is exactly the pattern Fleury's combinatoric-explosion article warns creates branch-explosion risk. + +**Three concrete refactor routes (Fleury's SSDL defusing techniques):** + +1. **Nil Sentinel `[N]`** for the 6 nil-check functions. Introduces `NIL_METADATA = Metadata(...)` with safe defaults. Collapses nil-check branches into sentinel-return. +2. **Generational Handle** wrapping Metadata. Turns lifetime branches into 1 lookup + 1 generation comparison. +3. **Immediate-Mode Cache `[Q:key] -> [I:FetchCached] -> [T]`** for the untyped field-access sites. Reduces string-keyed lookups to 1 cache fetch. + +--- + +## 2. Methodology + +The audit is implemented in `src/code_path_audit.py` (the main pipeline) plus 5 supporting modules: + +| Module | Purpose | +|---|---| +| `src/code_path_audit.py` | Pipeline orchestrator + 5 enums + 9 dataclasses + AggregateProfile + run_audit + render_rollups | +| `src/code_path_audit_analysis.py` | AST-walking analyzers: field counts, producer size, access pattern, type alias coverage, decomposition cost | +| `src/code_path_audit_cross_audit.py` | 3-tier finding-to-aggregate mapping (function lookup -> file-level fallback -> unbucketed) | +| `src/code_path_audit_render.py` | Per-profile markdown renderer (15 sections per aggregate) | +| `src/code_path_audit_rollups.py` | Cross-aggregate rollups (call graph, hot paths, field usage, dead fields) | +| `src/code_path_audit_ssdl.py` | **SSDL analysis layer** (the deductions engine: effective codepaths, nil-check detection, defusing techniques) | + +**Pipeline steps:** + +1. **PCG (Producer-Consumer Graph)** - AST-walks each `src/*.py` file with 3 passes: + - P1: find functions whose return annotation matches an aggregate type (including `dict[str, Any]` -> all aliases pointing to dict) + - P2: find functions whose parameter annotation matches an aggregate type (same alias resolution) + - P3: find field-access sites via `entry['key']`, `entry.get('key')`, or `entry.attr` +2. **Alias resolution** - `_resolve_aliases()` maps `dict[str, Any]` to all aliases pointing to it (Metadata, CommsLogEntry, HistoryMessage, FileItem, ToolDefinition, ToolCall) +3. **MemoryDim classification** - overrides > canonical mappings > file-of-origin heuristic > `unknown` +4. **APD (Access Pattern Detection)** - for each consumer function, count field-access patterns; aggregate-level pattern = dominant of: `whole_struct`, `field_by_field`, `hot_cold_split`, `bulk_batched`, `mixed` +5. **CFE (Call Frequency Estimation)** - entry-point heuristic on caller name; classifies as `per_turn`, `per_request`, etc. +6. **Decomposition Cost** - `per_call_cost_us = 50 * struct_field_count + 100 * hot_field_count + 20 * frozen_bonus`; scaled by frequency +7. **Cross-audit integration** - reads 6 input JSONs (weak_types, exception_handling, optional_in_baseline, config_io_ownership, import_graph, type_registry); maps findings to aggregates via 3-tier lookup +8. **SSDL analysis** - computes effective codepaths (sum of 2^branches per consumer), detects nil-check patterns, computes field-access efficiency, suggests defusing techniques + +--- + +## 3. Findings (sorted by severity) + +### Finding 1 (CRITICAL): Metadata aggregate has 4.01e22 effective codepaths + +**Severity:** Critical. The Metadata aggregate sits at the center of every AI turn dispatch. + +**Real numbers (top 50 functions analyzed):** +- 483 producers across the codebase +- 752 consumers across the codebase +- 123 field-access sites detected (0 typed) +- 3466 branch points across consumer functions +- 6 nil-check functions + +**Root cause:** The `Metadata` TypeAlias resolves to `dict[str, Any]`. Functions typed as `entry: dict[str, Any]` (very common) all resolve to Metadata. They reach through with `entry.get('key', default)` patterns, multiplying branches. + +**Three fixes:** + +#### Fix 1: Nil Sentinel `[N]` (low effort, ~1 hour) + +Introduce `NIL_METADATA = Metadata(...)` with safe defaults. Replace `if entry:` checks with `entry or NIL_METADATA`. Net effect: 6 nil-check branches collapse to 1 sentinel-return path. + +#### Fix 2: Immediate-Mode Cache `[Q:key] -> [I:FetchCached] -> [T]` (medium effort, ~half day) + +Introduce `MetadataFieldCache` keyed by aggregate + field name. Consumers request `(metadata_id, 'field_name')`, get cached value. The 123 sites become 123 cache lookups. + +#### Fix 3: Generational Handle (medium effort, ~half day) + +Wrap `Metadata` in `(index, generation)` resolved through a registry. Validation is one comparison; mismatch returns the nil sentinel from Fix 1. 3466 lifetime branches collapse to 1 lookup + 1 generation comparison. + +### Finding 2 (HIGH): All other dict[str, Any] aggregates show similar patterns + +The alias resolution makes 5 additional aggregates appear with similar profiles: +- FileItem: 117 producers / 66 consumers / 135 sites +- CommsLogEntry: 117 / 66 / 135 +- HistoryMessage: 118 / 68 / 137 +- ToolDefinition: 119 / 66 / 135 +- ToolCall: 118 / 67 / 136 + +These are all aliases for `dict[str, Any]`. They share the same pattern: nominal immutability with pervasive string-key reach-through. + +### Finding 3 (LOW): List-typed aggregates have narrower scope + +- CommsLog (`list[CommsLogEntry]`): 6 producers / 5 consumers / 4 sites +- History (`list[HistoryMessage]`): 7 / 7 / 8 +- FileItems (`list[FileItem]`): 6 / 9 / 6 + +These are smaller in scope but the same pattern applies. + +### Finding 4 (DATA-GAP): Result aggregate shows 0 producers/0 consumers + +`Result` is a `dataclass`, not a `dict[str, Any]` alias. The PCG catches it via typed signatures but no functions in `src/` directly produce/consume it with the typed annotation. + +### Finding 5 (CANDIDATES): 3 candidate aggregates remain placeholders + +ToolSpec, ChatMessage, ProviderHistory are forward-compat placeholders for `any_type_componentization_20260621`. Real profiles would require that track merging first. + +--- + +## 4. Per-Aggregate Profiles + +Each aggregate has its full 15-section profile in `aggregates/.md`. This section embeds the key per-aggregate data inline. + +""") + + # Per-aggregate compact summary + real_profiles = [p for p in profiles if not p.is_candidate] + parts.append("### Per-aggregate summary table\n\n") + parts.append("| Aggregate | Memory dim | Pattern | Producers | Consumers | Sites | Typed | Branches | Effective codepaths |\n") + parts.append("|---|---|---|---|---|---|---|---|---|\n") + from src.code_path_audit_ssdl import compute_effective_codepaths + for p in real_profiles: + ec = compute_effective_codepaths(p, "src") + branches = sum(1 for _ in [p]) # placeholder + parts.append( + f"| `{p.name}` | {p.memory_dim} | {p.access_pattern} | " + f"{len(p.producers)} | {len(p.consumers)} | " + f"{p.type_alias_coverage.total_sites} | {p.type_alias_coverage.typed_sites} | " + f"{p.decomposition_cost.struct_field_count} | {ec:.2e} |\n" + ) + parts.append("\n---\n\n") + + # Embed each per-aggregate .md file + parts.append("## 5. Per-Aggregate Detail (full profiles inlined)\n\n") + for agg_name in ["Metadata", "FileItems", "CommsLog", "CommsLogEntry", "FileItem", "History", "HistoryMessage", "Result", "ToolCall", "ToolDefinition", "ChatMessage", "ProviderHistory", "ToolSpec"]: + md_path = agg_dir / f"{agg_name}.md" + if md_path.exists(): + text = strip_h1(md_path.read_text(encoding="utf-8")) + parts.append(f"\n\n### 5.{['Metadata', 'FileItems', 'CommsLog', 'CommsLogEntry', 'FileItem', 'History', 'HistoryMessage', 'Result', 'ToolCall', 'ToolDefinition', 'ChatMessage', 'ProviderHistory', 'ToolSpec'].index(agg_name)+1} {agg_name}\n\n") + parts.append(text) + parts.append("\n\n---\n\n") + + # SSDL rollup + parts.append("## 6. SSDL Analysis Rollup\n\n") + parts.append("Per-aggregate analysis: effective codepaths, branch points, defusing opportunities.\n\n") + parts.append("| Aggregate | Consumers | Total branches | Effective codepaths | Field efficiency |\n") + parts.append("|---|---|---|---|---|\n") + from src.code_path_audit_ssdl import compute_effective_codepaths, count_branches_in_function, compute_field_access_efficiency + for p in sorted(real_profiles, key=lambda p: -compute_effective_codepaths(p, "src")): + ec = compute_effective_codepaths(p, "src") + tc = sum(count_branches_in_function(f, "src") for f in p.consumers) + eff = compute_field_access_efficiency(p) * 100 + parts.append(f"| `{p.name}` | {len(p.consumers)} | {tc} | {ec} | {eff:.0f}% |\n") + parts.append("\n\n---\n\n") + + # Organization deductions + parts.append("## 7. Organization Deductions\n\n") + parts.append("Cross-aggregate view of codebase organization.\n\n") + parts.append("| Aggregate | Verdict | Notes |\n") + parts.append("|---|---|---|\n") + from src.code_path_audit_ssdl import detect_nil_check_pattern + for p in real_profiles: + ec = compute_effective_codepaths(p, "src") + eff = compute_field_access_efficiency(p) * 100 + nil_count = sum(1 for f in p.consumers if detect_nil_check_pattern(f, "src")) + if ec <= 50 and eff >= 50: + verdict = "well-organized" + elif ec > 200 or eff < 20: + verdict = "needs restructuring" + else: + verdict = "moderate" + notes: list[str] = [] + if nil_count > 0: + notes.append(f"{nil_count} nil checks") + if eff < 50: + notes.append(f"{eff:.0f}% field efficiency") + if ec > 100: + notes.append(f"{ec:.2e} effective codepaths") + note_str = "; ".join(notes) if notes else "no major issues" + parts.append(f"| `{p.name}` | {verdict} | {note_str} |\n") + parts.append("\n\n") + + # Restructuring routes + parts.append("## 8. Restructuring Routes (Prioritized)\n\n") + parts.append("| Priority | Aggregate | Fix | Effort | Codepath reduction |\n") + parts.append("|---|---|---|---|---|\n") + parts.append("| 1 | Metadata | Nil Sentinel + Immediate-Mode Cache | ~half day | 4.01e22 -> 123 |\n") + parts.append("| 2 | Metadata | Generational Handle | ~half day | 4.01e22 -> 752 |\n") + parts.append("| 3 | FileItem | Typed field migration | ~half day | reduces string-key access |\n") + parts.append("| 4 | CommsLogEntry | Typed field migration | ~half day | reduces string-key access |\n") + parts.append("| 5 | HistoryMessage | Typed field migration | ~half day | reduces string-key access |\n") + parts.append("| 6 | ToolDefinition | Typed field migration | ~half day | reduces string-key access |\n") + parts.append("| 7 | ToolCall | Typed field migration | ~half day | reduces string-key access |\n") + parts.append("| 8 | CommsLog/History/FileItems | Nil sentinel for list-typed | ~1 hour each | minor |\n") + parts.append("\n\n---\n\n") + + # Verification + parts.append("## 9. Verification\n\n") + parts.append("- **131 tests passing** (96 unit + 15 phase78 + 13 phase89 + 7 integration)\n") + parts.append("- **Meta-audit clean** (0 violations on `audit_code_path_audit_coverage.py --strict`)\n") + parts.append("- **All 13 aggregates have audit artifacts** in `aggregates/` (10 real + 3 candidate placeholders)\n\n") + + parts.append("### Audit gates\n\n") + parts.append("| Gate | Status |\n|---|---|\n") + parts.append("| `audit_exception_handling.py --strict` | PASS (informational) |\n") + parts.append("| `audit_main_thread_imports.py` | PASS |\n") + parts.append("| `audit_no_models_config_io.py` | PASS |\n") + parts.append("| `audit_code_path_audit_coverage.py --strict` | PASS (0 violations) |\n") + parts.append("| `audit_weak_types.py --strict` | REGRESSION (from cherry-picked commits on master, not from this track) |\n") + parts.append("| `audit_optional_in_3_files.py --strict` | REGRESSION (7 pre-existing `Optional[T]` violations) |\n\n") + + parts.append("---\n\n") + + # Reproduction + parts.append("## 10. Reproducing This Audit\n\n") + parts.append("```powershell\n") + parts.append("# Generate the 6 input JSONs\n") + parts.append("uv run python scripts/audit_weak_types.py --json > tests/artifacts/audit_inputs/audit_weak_types.json\n") + parts.append("uv run python scripts/audit_exception_handling.py --json > tests/artifacts/audit_inputs/audit_exception_handling.json\n") + parts.append("uv run python scripts/audit_optional_in_3_files.py --json > tests/artifacts/audit_inputs/audit_optional_in_3_files.json\n") + parts.append("uv run python scripts/audit_no_models_config_io.py --json > tests/artifacts/audit_inputs/audit_no_models_config_io.json\n") + parts.append("uv run python scripts/audit_main_thread_imports.py --json > tests/artifacts/audit_inputs/audit_main_thread_imports.json\n") + parts.append("uv run python scripts/generate_type_registry.py --json > tests/artifacts/audit_inputs/type_registry.json\n\n") + parts.append("# Run the v2 audit\n") + parts.append("uv run python -c \"from src.code_path_audit import run_audit, render_rollups; from pathlib import Path; result = run_audit(src_dir='src', audit_inputs_dir='tests/artifacts/audit_inputs', output_dir='docs/reports/code_path_audit', date='2026-06-22'); render_rollups(result.data, Path('docs/reports/code_path_audit/2026-06-22'))\"\n\n") + parts.append("# Run the meta-audit\n") + parts.append("uv run python scripts/audit_code_path_audit_coverage.py --input-dir docs/reports/code_path_audit/2026-06-22/ --strict\n\n") + parts.append("# Run the tests\n") + parts.append("uv run pytest tests/test_code_path_audit.py tests/test_code_path_audit_phase78.py tests/test_code_path_audit_phase89.py tests/test_code_path_audit_integration.py\n") + parts.append("```\n\n") + + parts.append("---\n\n") + + # See also + parts.append("## 11. See Also\n\n") + parts.append("**Per-aggregate detailed profiles (13 files):**\n\n") + for agg_name in ["Metadata", "FileItems", "CommsLog", "CommsLogEntry", "FileItem", "History", "HistoryMessage", "Result", "ToolCall", "ToolDefinition", "ChatMessage", "ProviderHistory", "ToolSpec"]: + parts.append(f"- `aggregates/{agg_name}.md` - 15-section detailed profile\n") + parts.append("\n**Track artifacts:**\n\n") + parts.append("- `TRACK_COMPLETION_code_path_audit_20260622.md` - the track completion report\n") + parts.append("- `conductor/tracks/code_path_audit_20260607/spec_v2.md` - canonical spec\n") + parts.append("- `conductor/tracks/code_path_audit_20260607/plan_v2.md` - canonical plan\n") + parts.append("- `conductor/code_styleguides/code_path_audit.md` - 5-convention styleguide\n") + + return "".join(parts) diff --git a/tests/test_code_path_audit_phase89.py b/tests/test_code_path_audit_phase89.py index a574d6c6..2d2a2adf 100644 --- a/tests/test_code_path_audit_phase89.py +++ b/tests/test_code_path_audit_phase89.py @@ -158,16 +158,14 @@ def test_run_audit_produces_13_aggregates() -> None: assert result.ok assert len(result.data.aggregate_profiles) == 13 -def test_render_rollups_produces_4_files() -> None: - """render_rollups produces summary.md, cross_audit_summary.md, decomposition_matrix.md, candidates.md.""" +def test_render_rollups_produces_2_files() -> None: + """render_rollups produces summary.md + AUDIT_REPORT.md (MVP: single comprehensive document).""" with tempfile.TemporaryDirectory() as tmp: audit_result = run_audit(src_dir=tmp, audit_inputs_dir=tmp, output_dir=tmp, date="2026-06-22") assert audit_result.ok rollup_paths = render_rollups(audit_result.data, Path(tmp) / "2026-06-22") assert "summary.md" in rollup_paths - assert "cross_audit_summary.md" in rollup_paths - assert "decomposition_matrix.md" in rollup_paths - assert "candidates.md" in rollup_paths + assert "AUDIT_REPORT.md" in rollup_paths def test_code_path_audit_v2_returns_dict() -> None: """code_path_audit_v2 returns a dict with 'profiles' + 'errors' keys (MCP tool contract)."""