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fix(audit): real line numbers + entry.get() field-access detection + Optional/dict/Union patterns

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Three real bugs fixed:
1. FunctionRef always used line=0. Now passes node.lineno from AST.
2. P3_pass results were discarded with bare pass. Now stored in
   ProducerConsumerGraph.field_accesses.
3. Field-access detector only saw entry['key']; missed entry.get('key')
   which is the dominant pattern in this codebase. Now handles both.

Plus _extract_type_name() helper handles Optional[T], dict[str, T],
list[T], Result[T], Union[T, ...], and T | None (PEP 604) so P1/P2
catch more annotation patterns.

Real numbers (Metadata aggregate):
- producers: 77 -> 117
- consumers: 35 -> 66
- field-access sites: 130 -> 173
- line numbers: all real (line 1281, 1746, etc.)

AUDIT_REPORT.md grew 2009 -> 3140 lines with real evidence.
Total audit output: 5176 lines / 50 files (was 2415 / 49).

All 131 tests still passing.
This commit is contained in:
Edward R. Gonzalez
2026-06-22 12:20:32 -04:00
parent ac2e68542f
commit 077149011b
27 changed files with 2087 additions and 1263 deletions
Download Patch File Download Diff File Expand all files Collapse all files
docs/reports/code_path_audit/2026-06-22/AUDIT_REPORT.md
+768 -470
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File diff suppressed because it is too large Load Diff
docs/reports/code_path_audit/2026-06-22/aggregates/FileItems.dsl
+9 -7
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@@ -9,16 +9,18 @@
\ === producers (0 items) ===
\ === consumers (3 items) ===
"src.ai_client._build_file_diff_text" "src\ai_client.py" 0 "consumer" fn-ref
"src.ai_client._build_file_context_text" "src\ai_client.py" 0 "consumer" fn-ref
"src.ai_client._reread_file_items_result" "src\ai_client.py" 0 "consumer" fn-ref
\ === consumers (4 items) ===
"src.ai_client._build_file_diff_text" "src\ai_client.py" 1105 "consumer" fn-ref
"src.ai_client.run_with_tool_loop" "src\ai_client.py" 833 "consumer" fn-ref
"src.ai_client._build_file_context_text" "src\ai_client.py" 1092 "consumer" fn-ref
"src.ai_client._reread_file_items_result" "src\ai_client.py" 1056 "consumer" fn-ref
\ === access_pattern ===
"whole_struct" access-pattern
\ === access_pattern_evidence (3 items) ===
\ === access_pattern_evidence (4 items) ===
"src.ai_client._build_file_diff_text" "whole_struct" 0 "low" ap-evidence
"src.ai_client.run_with_tool_loop" "whole_struct" 1 "high" ap-evidence
"src.ai_client._build_file_context_text" "whole_struct" 0 "low" ap-evidence
"src.ai_client._reread_file_items_result" "whole_struct" 0 "low" ap-evidence
@@ -28,10 +30,10 @@
\ === frequency_evidence (0 items) ===
\ === result_coverage ===
0 0 3 0 result-coverage
0 0 4 0 result-coverage
\ === type_alias_coverage ===
0 0 0 type-alias-coverage
2 0 2 type-alias-coverage
\ === cross_audit_findings ===
5 cross-audit-findings
docs/reports/code_path_audit/2026-06-22/aggregates/FileItems.md
+33 -23
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@@ -7,9 +7,9 @@
## Pipeline summary
- Producers: 0
- Consumers: 3
- Consumers: 4
- Distinct producer fqnames: 0
- Distinct consumer fqnames: 3
- Distinct consumer fqnames: 4
- Access pattern (aggregate): whole_struct
- Frequency (aggregate): per_turn
- Decomposition direction: hold
@@ -19,47 +19,56 @@
_(none)_
## Consumers (3)
## Consumers (4)
### `src\ai_client.py` (3 consumers)
### `src\ai_client.py` (4 consumers)
- `src.ai_client._build_file_diff_text` (line 0)
- `src.ai_client._build_file_context_text` (line 0)
- `src.ai_client._reread_file_items_result` (line 0)
- `src.ai_client._build_file_diff_text` (line 1105)
- `src.ai_client.run_with_tool_loop` (line 833)
- `src.ai_client._build_file_context_text` (line 1092)
- `src.ai_client._reread_file_items_result` (line 1056)
## Field access matrix
_(no field accesses detected)_
| consumer | append |
|---|---|
| `_build_file_diff_text` | . |
| `run_with_tool_loop` | 2 |
| `_build_file_context_text` | . |
| `_reread_file_items_result` | . |
## Access pattern
**Dominant pattern:** whole_struct
**Evidence count:** 3
**Evidence count:** 4
**Per-function pattern distribution:**
- `whole_struct`: 3 functions (100%)
- `whole_struct`: 4 functions (100%)
## SSDL Sketch for `FileItems`
```
[Q:FileItems entry-point] -> [Q:PCG lookup]
-> [1: _build_file_diff_text] [B:check] (branches=6)
-> [2: _build_file_context_text] [B:check] (branches=3)
-> [3: _reread_file_items_result] [B:is None?] (branches=5) [N:safe]
-> [2: run_with_tool_loop] [B:is None?] (branches=23) [N:safe]
-> [3: _build_file_context_text] [B:check] (branches=3)
-> [4: _reread_file_items_result] [B:is None?] (branches=5) [N:safe]
-> [T:done]
```
**Effective codepaths:** 104 (sum of 2^branches across 3 consumers)
**Total branch points:** 14
**Nil-check functions:** 1
**Effective codepaths:** 8388712 (sum of 2^branches across 4 consumers)
**Total branch points:** 37
**Nil-check functions:** 2
**Defusing opportunities:**
- **Nil Sentinel `[N]`**: Introduce a module-level `NIL_<AGGREGATE>` sentinel whose field accesses return safe defaults. Replace None checks with the sentinel. Collapses 2^branch_count into ~1.
- Effective codepaths: 104 -> 102
- **Immediate-Mode Cache `[Q:key] -> [I:FetchCached] -> [T]`**: Introduce a `fileitems_cache` keyed lookup. Consumers request by key, get cached value, no field-existence checks. Reduces 0 field-check branches to 1 cache lookup.
- Effective codepaths: 104 -> 1
- Effective codepaths: 8388712 -> 8388708
- **Immediate-Mode Cache `[Q:key] -> [I:FetchCached] -> [T]`**: Introduce a `fileitems_cache` keyed lookup. Consumers request by key, get cached value, no field-existence checks. Reduces 2 field-check branches to 1 cache lookup.
- Effective codepaths: 8388712 -> 2
- **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: 8388712 -> 4
## Frequency
@@ -69,24 +78,24 @@ _(no field accesses detected)_
## Result coverage
**Summary:** 0 producers, 3 consumers
**Summary:** 0 producers, 4 consumers
| metric | value |
|---|---|
| total producers | 0 |
| result producers | 0 |
| total consumers | 3 |
| total consumers | 4 |
| result consumers | 0 |
## Type alias coverage
**Summary:** 0 sites
**Summary:** 2 sites; 0 typed (0%); 2 untyped (100%)
| metric | value |
|---|---|
| total field-access sites | 0 |
| total field-access sites | 2 |
| typed sites (canonical field) | 0 |
| untyped sites (wildcard) | 0 |
| untyped sites (wildcard) | 2 |
## Cross-audit findings
@@ -121,5 +130,6 @@ FileItems: access_pattern=whole_struct, frequency=per_turn, struct_field_count=5
| function | pattern | field_accesses | confidence |
|---|---|---|---|
| `src.ai_client._build_file_diff_text` | `whole_struct` | | low |
| `src.ai_client.run_with_tool_loop` | `whole_struct` | `append`=2 | high |
| `src.ai_client._build_file_context_text` | `whole_struct` | | low |
| `src.ai_client._reread_file_items_result` | `whole_struct` | | low |
docs/reports/code_path_audit/2026-06-22/aggregates/FileItems.tree
+4 -3
View File
@@ -2,14 +2,15 @@ Metadata: FileItems
|- kind: typealias
|- memory_dim: curation
|- producers: [0]
|- consumers: [3]
|- consumers: [4]
| |- src.ai_client._build_file_diff_text (consumer)
| |- src.ai_client.run_with_tool_loop (consumer)
| |- src.ai_client._build_file_context_text (consumer)
| |- src.ai_client._reread_file_items_result (consumer)
|- access_pattern: whole_struct
|- frequency: per_turn
|- result_coverage: 0 producers, 3 consumers
|- type_alias_coverage: 0 sites
|- result_coverage: 0 producers, 4 consumers
|- type_alias_coverage: 2 sites; 0 typed (0%); 2 untyped (100%)
|- cross_audit_findings: 0 findings
|- decomposition_cost: hold (470 us)
|- optimization_candidates: [0]
docs/reports/code_path_audit/2026-06-22/aggregates/HistoryMessage.dsl
+8 -6
View File
@@ -7,26 +7,28 @@
\ === memory_dim ===
"discussion" mem-dim
\ === producers (0 items) ===
\ === producers (1 items) ===
"src.provider_state.get_all" "src\provider_state.py" 34 "producer" fn-ref
\ === consumers (2 items) ===
"src.provider_state.replace_all" "src\provider_state.py" 0 "consumer" fn-ref
"src.provider_state.append" "src\provider_state.py" 0 "consumer" fn-ref
"src.provider_state.append" "src\provider_state.py" 30 "consumer" fn-ref
"src.provider_state.replace_all" "src\provider_state.py" 38 "consumer" fn-ref
\ === access_pattern ===
"mixed" access-pattern
\ === access_pattern_evidence (2 items) ===
"src.provider_state.replace_all" "mixed" 2 "high" ap-evidence
"src.provider_state.append" "mixed" 2 "high" ap-evidence
"src.provider_state.replace_all" "mixed" 2 "high" ap-evidence
\ === frequency ===
"per_turn" frequency
\ === frequency_evidence (0 items) ===
\ === frequency_evidence (1 items) ===
"src.provider_state.get_all" "per_turn" "static_analysis" "producer from src\provider_state.py" freq-evidence
\ === result_coverage ===
0 0 2 0 result-coverage
1 1 2 0 result-coverage
\ === type_alias_coverage ===
4 0 4 type-alias-coverage
docs/reports/code_path_audit/2026-06-22/aggregates/HistoryMessage.md
+30 -15
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@@ -6,32 +6,34 @@
## Pipeline summary
- Producers: 0
- Producers: 1
- Consumers: 2
- Distinct producer fqnames: 0
- Distinct producer fqnames: 1
- Distinct consumer fqnames: 2
- Access pattern (aggregate): mixed
- Frequency (aggregate): per_turn
- Decomposition direction: insufficient_data
- Struct field count (estimated): 5
## Producers (0)
## Producers (1)
_(none)_
### `src\provider_state.py` (1 producer)
- `src.provider_state.get_all` (line 34)
## Consumers (2)
### `src\provider_state.py` (2 consumers)
- `src.provider_state.replace_all` (line 0)
- `src.provider_state.append` (line 0)
- `src.provider_state.append` (line 30)
- `src.provider_state.replace_all` (line 38)
## Field access matrix
| consumer | lock | messages |
|---|---|---|
| `replace_all` | 1 | 1 |
| `append` | 1 | 1 |
| `replace_all` | 1 | 1 |
## Access pattern
@@ -46,8 +48,8 @@ _(none)_
```
[Q:HistoryMessage entry-point] -> [Q:PCG lookup]
-> [1: replace_all] [B:check] (branches=1)
-> [2: append] [B:check] (branches=1)
-> [1: append] [B:check] (branches=1)
-> [2: replace_all] [B:check] (branches=1)
-> [T:done]
```
@@ -64,16 +66,20 @@ _(none)_
## Frequency
**Dominant frequency:** per_turn
**Evidence count:** 0
**Evidence count:** 1
**Per-function frequency distribution:**
- `per_turn`: 1 functions
## Result coverage
**Summary:** 0 producers, 2 consumers
**Summary:** 1 producers, 2 consumers
| metric | value |
|---|---|
| total producers | 0 |
| result producers | 0 |
| total producers | 1 |
| result producers | 1 |
| total consumers | 2 |
| result consumers | 0 |
@@ -103,7 +109,10 @@ _(no cross-audit findings mapped to this aggregate)_
## Struct shape (inferred from producer returns)
_(no producers; cannot infer shape)_
| field | access count | access pattern |
|---|---|---|
| `lock` | 2 | used |
| `messages` | 2 | used |
## Optimization candidates
@@ -119,5 +128,11 @@ HistoryMessage: access_pattern=mixed, frequency=per_turn, struct_field_count=5,
| function | pattern | field_accesses | confidence |
|---|---|---|---|
| `src.provider_state.replace_all` | `mixed` | `lock`=1, `messages`=1 | high |
| `src.provider_state.append` | `mixed` | `lock`=1, `messages`=1 | high |
| `src.provider_state.replace_all` | `mixed` | `lock`=1, `messages`=1 | high |
### Frequency evidence
| function | frequency | source | note |
|---|---|---|---|
| `src.provider_state.get_all` | `per_turn` | `static_analysis` | producer from src\provider_state.py |
docs/reports/code_path_audit/2026-06-22/aggregates/HistoryMessage.tree
+4 -3
View File
@@ -1,13 +1,14 @@
Metadata: HistoryMessage
|- kind: typealias
|- memory_dim: discussion
|- producers: [0]
|- producers: [1]
| |- src.provider_state.get_all (producer)
|- consumers: [2]
| |- src.provider_state.replace_all (consumer)
| |- src.provider_state.append (consumer)
| |- src.provider_state.replace_all (consumer)
|- access_pattern: mixed
|- frequency: per_turn
|- result_coverage: 0 producers, 2 consumers
|- result_coverage: 1 producers, 2 consumers
|- type_alias_coverage: 4 sites; 0 typed (0%); 4 untyped (100%)
|- cross_audit_findings: 0 findings
|- decomposition_cost: insufficient_data (470 us)
docs/reports/code_path_audit/2026-06-22/aggregates/Metadata.dsl
+255 -153
View File
@@ -7,177 +7,279 @@
\ === memory_dim ===
"discussion" mem-dim
\ === producers (77 items) ===
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"src.app_controller.get_performance" "src\app_controller.py" 0 "producer" fn-ref
"src.ai_client._send_cli_round_result" "src\ai_client.py" 0 "producer" fn-ref
"src.api_hook_client.post_session" "src\api_hook_client.py" 0 "producer" fn-ref
"src.app_controller.wait" "src\app_controller.py" 0 "producer" fn-ref
"src.app_controller.get_diagnostics" "src\app_controller.py" 0 "producer" fn-ref
"src.models._load_config_from_disk" "src\models.py" 0 "producer" fn-ref
"src.app_controller.get_gui_state" "src\app_controller.py" 0 "producer" fn-ref
"src.app_controller._api_status" "src\app_controller.py" 0 "producer" fn-ref
"src.app_controller._api_token_stats" "src\app_controller.py" 0 "producer" fn-ref
"src.ai_client.ollama_chat" "src\ai_client.py" 0 "producer" fn-ref
"src.api_hook_client.get_financial_metrics" "src\api_hook_client.py" 0 "producer" fn-ref
"src.api_hook_client.get_status" "src\api_hook_client.py" 0 "producer" fn-ref
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"src.ai_client._get_anthropic_tools" "src\ai_client.py" 664 "producer" fn-ref
"src.app_controller.load_config" "src\app_controller.py" 5142 "producer" fn-ref
"src.project_manager.load_project" "src\project_manager.py" 186 "producer" fn-ref
"src.api_hook_client.post_project" "src\api_hook_client.py" 473 "producer" fn-ref
"src.models.parse_history_entries" "src\models.py" 214 "producer" fn-ref
"src.ai_client.get_gemini_cache_stats" "src\ai_client.py" 1604 "producer" fn-ref
"src.app_controller.pending_actions" "src\app_controller.py" 2874 "producer" fn-ref
"src.app_controller._api_get_performance" "src\app_controller.py" 195 "producer" fn-ref
"src.ai_client._content_block_to_dict" "src\ai_client.py" 1200 "producer" fn-ref
"src.api_hook_client.get_patch_status" "src\api_hook_client.py" 295 "producer" fn-ref
"src.api_hook_client.push_event" "src\api_hook_client.py" 156 "producer" fn-ref
"src.models.to_dict" "src\models.py" 646 "producer" fn-ref
"src.api_hook_client.reject_patch" "src\api_hook_client.py" 288 "producer" fn-ref
"src.api_hook_client.get_project" "src\api_hook_client.py" 367 "producer" fn-ref
"src.models.to_dict" "src\models.py" 406 "producer" fn-ref
"src.app_controller._api_get_context" "src\app_controller.py" 398 "producer" fn-ref
"src.app_controller.status" "src\app_controller.py" 2865 "producer" fn-ref
"src.ai_client._strip_private_keys" "src\ai_client.py" 1464 "producer" fn-ref
"src.api_hook_client.get_performance" "src\api_hook_client.py" 318 "producer" fn-ref
"src.models.to_dict" "src\models.py" 701 "producer" fn-ref
"src.models.to_dict" "src\models.py" 672 "producer" fn-ref
"src.models.to_dict" "src\models.py" 355 "producer" fn-ref
"src.api_hook_client.select_list_item" "src\api_hook_client.py" 256 "producer" fn-ref
"src.ai_client._add_bleed_derived" "src\ai_client.py" 3332 "producer" fn-ref
"src.api_hook_client.get_warmup_status" "src\api_hook_client.py" 325 "producer" fn-ref
"src.models.to_dict" "src\models.py" 1059 "producer" fn-ref
"src.app_controller._api_generate" "src\app_controller.py" 221 "producer" fn-ref
"src.project_manager.get_all_tracks" "src\project_manager.py" 342 "producer" fn-ref
"src.app_controller._api_status" "src\app_controller.py" 209 "producer" fn-ref
"src.app_controller._api_token_stats" "src\app_controller.py" 417 "producer" fn-ref
"src.api_hook_client.get_project_switch_status" "src\api_hook_client.py" 374 "producer" fn-ref
"src.app_controller._api_get_api_session" "src\app_controller.py" 170 "producer" fn-ref
"src.api_hook_client.post_session" "src\api_hook_client.py" 117 "producer" fn-ref
"src.api_hook_client.get_system_telemetry" "src\api_hook_client.py" 524 "producer" fn-ref
"src.ai_client._parse_tool_args_result" "src\ai_client.py" 741 "producer" fn-ref
"src.api_hook_client.wait_for_project_switch" "src\api_hook_client.py" 389 "producer" fn-ref
"src.api_hook_client.get_events" "src\api_hook_client.py" 124 "producer" fn-ref
"src.app_controller.get_context" "src\app_controller.py" 2892 "producer" fn-ref
"src.ai_client._extract_dashscope_tool_calls" "src\ai_client.py" 2754 "producer" fn-ref
"src.api_hook_client.get_gui_health" "src\api_hook_client.py" 434 "producer" fn-ref
"src.models.to_dict" "src\models.py" 794 "producer" fn-ref
"src.ai_client.get_comms_log" "src\ai_client.py" 273 "producer" fn-ref
"src.project_manager.default_project" "src\project_manager.py" 123 "producer" fn-ref
"src.api_hook_client.apply_patch" "src\api_hook_client.py" 281 "producer" fn-ref
"src.api_hook_client.get_warmup_wait" "src\api_hook_client.py" 332 "producer" fn-ref
"src.api_hook_client.get_warmup_canaries" "src\api_hook_client.py" 342 "producer" fn-ref
"src.api_hook_client.get_financial_metrics" "src\api_hook_client.py" 520 "producer" fn-ref
"src.models._load_config_from_disk" "src\models.py" 186 "producer" fn-ref
"src.ai_client.get_token_stats" "src\ai_client.py" 3185 "producer" fn-ref
"src.aggregate.build_file_items" "src\aggregate.py" 158 "producer" fn-ref
"src.app_controller.get_session_insights" "src\app_controller.py" 3049 "producer" fn-ref
"src.api_hook_client.post_gui" "src\api_hook_client.py" 149 "producer" fn-ref
"src.models.to_dict" "src\models.py" 855 "producer" fn-ref
"src.app_controller._pending_mma_approval" "src\app_controller.py" 2776 "producer" fn-ref
"src.api_hook_client.drag" "src\api_hook_client.py" 230 "producer" fn-ref
"src.api_hook_client.post_project" "src\api_hook_client.py" 470 "producer" fn-ref
"src.app_controller.wait" "src\app_controller.py" 5205 "producer" fn-ref
"src.app_controller.get_session" "src\app_controller.py" 2883 "producer" fn-ref
"src.app_controller._api_get_mma_status" "src\app_controller.py" 144 "producer" fn-ref
"src.app_controller._api_pending_actions" "src\app_controller.py" 335 "producer" fn-ref
"src.api_hook_client.get_node_status" "src\api_hook_client.py" 532 "producer" fn-ref
"src.api_hook_client.get_io_pool_status" "src\api_hook_client.py" 420 "producer" fn-ref
"src.app_controller.get_mma_status" "src\app_controller.py" 2835 "producer" fn-ref
"src.models.to_dict" "src\models.py" 1000 "producer" fn-ref
"src.models.to_dict" "src\models.py" 938 "producer" fn-ref
"src.app_controller._pending_mma_spawn" "src\app_controller.py" 2772 "producer" fn-ref
"src.app_controller.get_performance" "src\app_controller.py" 2856 "producer" fn-ref
"src.api_hook_client.wait_for_event" "src\api_hook_client.py" 136 "producer" fn-ref
"src.api_hook_client.get_context_state" "src\api_hook_client.py" 491 "producer" fn-ref
"src.ai_client._dashscope_call" "src\ai_client.py" 2716 "producer" fn-ref
"src.app_controller.get_diagnostics" "src\app_controller.py" 2862 "producer" fn-ref
"src.project_manager.migrate_from_legacy_config" "src\project_manager.py" 253 "producer" fn-ref
"src.models.to_dict" "src\models.py" 288 "producer" fn-ref
"src.ai_client._load_credentials" "src\ai_client.py" 282 "producer" fn-ref
"src.app_controller._api_get_diagnostics" "src\app_controller.py" 202 "producer" fn-ref
"src.models.to_dict" "src\models.py" 913 "producer" fn-ref
"src.models.to_dict" "src\models.py" 596 "producer" fn-ref
"src.ai_client._get_deepseek_tools" "src\ai_client.py" 1194 "producer" fn-ref
"src.app_controller.get_api_session" "src\app_controller.py" 2847 "producer" fn-ref
"src.ai_client._pre_dispatch" "src\ai_client.py" 2089 "producer" fn-ref
"src.models.to_dict" "src\models.py" 558 "producer" fn-ref
"src.api_hook_client.get_mma_status" "src\api_hook_client.py" 539 "producer" fn-ref
"src.api_hook_client.set_value" "src\api_hook_client.py" 212 "producer" fn-ref
"src.project_manager.load_history" "src\project_manager.py" 209 "producer" fn-ref
"src.ai_client.ollama_chat" "src\ai_client.py" 2938 "producer" fn-ref
"src.app_controller.get_gui_state" "src\app_controller.py" 2829 "producer" fn-ref
\ === consumers (35 items) ===
"src.ai_client._strip_stale_file_refreshes" "src\ai_client.py" 0 "consumer" fn-ref
"src.project_manager.format_discussion" "src\project_manager.py" 0 "consumer" fn-ref
"src.aggregate._build_files_section_from_items" "src\aggregate.py" 0 "consumer" fn-ref
"src.ai_client._append_comms" "src\ai_client.py" 0 "consumer" fn-ref
"src.ai_client._trim_anthropic_history" "src\ai_client.py" 0 "consumer" fn-ref
"src.models._save_config_to_disk" "src\models.py" 0 "consumer" fn-ref
"src.app_controller._on_comms_entry" "src\app_controller.py" 0 "consumer" fn-ref
"src.ai_client._execute_single_tool_call_async" "src\ai_client.py" 0 "consumer" fn-ref
"src.ai_client._dashscope_call" "src\ai_client.py" 0 "consumer" fn-ref
"src.ai_client.ollama_chat" "src\ai_client.py" 0 "consumer" fn-ref
"src.ai_client._pre_dispatch" "src\ai_client.py" 0 "consumer" fn-ref
"src.ai_client._strip_cache_controls" "src\ai_client.py" 0 "consumer" fn-ref
"src.ai_client._estimate_prompt_tokens" "src\ai_client.py" 0 "consumer" fn-ref
"src.ai_client._add_history_cache_breakpoint" "src\ai_client.py" 0 "consumer" fn-ref
"src.project_manager.flat_config" "src\project_manager.py" 0 "consumer" fn-ref
"src.app_controller._offload_entry_payload" "src\app_controller.py" 0 "consumer" fn-ref
"src.ai_client._repair_minimax_history" "src\ai_client.py" 0 "consumer" fn-ref
"src.ai_client._strip_private_keys" "src\ai_client.py" 0 "consumer" fn-ref
"src.ai_client._repair_deepseek_history" "src\ai_client.py" 0 "consumer" fn-ref
"src.project_manager.entry_to_str" "src\project_manager.py" 0 "consumer" fn-ref
"src.aggregate.build_tier3_context" "src\aggregate.py" 0 "consumer" fn-ref
"src.ai_client._estimate_message_tokens" "src\ai_client.py" 0 "consumer" fn-ref
"src.project_manager.migrate_from_legacy_config" "src\project_manager.py" 0 "consumer" fn-ref
"src.aggregate.run" "src\aggregate.py" 0 "consumer" fn-ref
"src.models.from_dict" "src\models.py" 0 "consumer" fn-ref
"src.project_manager.save_project" "src\project_manager.py" 0 "consumer" fn-ref
"src.aggregate.build_markdown_from_items" "src\aggregate.py" 0 "consumer" fn-ref
"src.app_controller._start_track_logic" "src\app_controller.py" 0 "consumer" fn-ref
"src.app_controller._refresh_api_metrics" "src\app_controller.py" 0 "consumer" fn-ref
"src.app_controller._start_track_logic_result" "src\app_controller.py" 0 "consumer" fn-ref
"src.ai_client._add_bleed_derived" "src\ai_client.py" 0 "consumer" fn-ref
"src.aggregate.build_markdown_no_history" "src\aggregate.py" 0 "consumer" fn-ref
"src.ai_client._invalidate_token_estimate" "src\ai_client.py" 0 "consumer" fn-ref
"src.ai_client._repair_anthropic_history" "src\ai_client.py" 0 "consumer" fn-ref
"src.ai_client._trim_minimax_history" "src\ai_client.py" 0 "consumer" fn-ref
\ === consumers (66 items) ===
"src.aggregate.build_markdown_from_items" "src\aggregate.py" 348 "consumer" fn-ref
"src.ai_client._send_anthropic" "src\ai_client.py" 1405 "consumer" fn-ref
"src.app_controller._refresh_api_metrics" "src\app_controller.py" 3074 "consumer" fn-ref
"src.models.from_dict" "src\models.py" 575 "consumer" fn-ref
"src.ai_client._add_history_cache_breakpoint" "src\ai_client.py" 1299 "consumer" fn-ref
"src.ai_client._append_comms" "src\ai_client.py" 257 "consumer" fn-ref
"src.models.from_dict" "src\models.py" 656 "consumer" fn-ref
"src.models.from_dict" "src\models.py" 920 "consumer" fn-ref
"src.ai_client._repair_deepseek_history" "src\ai_client.py" 2138 "consumer" fn-ref
"src.ai_client._dashscope_call" "src\ai_client.py" 2716 "consumer" fn-ref
"src.models.from_dict" "src\models.py" 416 "consumer" fn-ref
"src.ai_client._send_grok" "src\ai_client.py" 2530 "consumer" fn-ref
"src.models.from_dict" "src\models.py" 1072 "consumer" fn-ref
"src.models.from_dict" "src\models.py" 295 "consumer" fn-ref
"src.aggregate.build_tier3_context" "src\aggregate.py" 382 "consumer" fn-ref
"src.aggregate.build_markdown_no_history" "src\aggregate.py" 366 "consumer" fn-ref
"src.models.from_dict" "src\models.py" 506 "consumer" fn-ref
"src.models.from_dict" "src\models.py" 603 "consumer" fn-ref
"src.project_manager.migrate_from_legacy_config" "src\project_manager.py" 253 "consumer" fn-ref
"src.models.from_dict" "src\models.py" 814 "consumer" fn-ref
"src.app_controller._on_comms_entry" "src\app_controller.py" 4282 "consumer" fn-ref
"src.aggregate.run" "src\aggregate.py" 479 "consumer" fn-ref
"src.ai_client._trim_minimax_history" "src\ai_client.py" 2482 "consumer" fn-ref
"src.app_controller._start_track_logic" "src\app_controller.py" 4721 "consumer" fn-ref
"src.project_manager.save_project" "src\project_manager.py" 229 "consumer" fn-ref
"src.ai_client._send_gemini" "src\ai_client.py" 1802 "consumer" fn-ref
"src.models.from_dict" "src\models.py" 378 "consumer" fn-ref
"src.project_manager.format_discussion" "src\project_manager.py" 69 "consumer" fn-ref
"src.ai_client._repair_minimax_history" "src\ai_client.py" 2462 "consumer" fn-ref
"src.models.from_dict" "src\models.py" 893 "consumer" fn-ref
"src.ai_client._repair_anthropic_history" "src\ai_client.py" 1381 "consumer" fn-ref
"src.ai_client._pre_dispatch" "src\ai_client.py" 2089 "consumer" fn-ref
"src.ai_client._strip_stale_file_refreshes" "src\ai_client.py" 1253 "consumer" fn-ref
"src.ai_client.send" "src\ai_client.py" 3208 "consumer" fn-ref
"src.app_controller._offload_entry_payload" "src\app_controller.py" 4240 "consumer" fn-ref
"src.app_controller._start_track_logic_result" "src\app_controller.py" 4728 "consumer" fn-ref
"src.ai_client._send_minimax" "src\ai_client.py" 2616 "consumer" fn-ref
"src.ai_client._send_llama_native" "src\ai_client.py" 2958 "consumer" fn-ref
"src.models.from_dict" "src\models.py" 1038 "consumer" fn-ref
"src.ai_client._create_gemini_cache_result" "src\ai_client.py" 1706 "consumer" fn-ref
"src.project_manager.entry_to_str" "src\project_manager.py" 49 "consumer" fn-ref
"src.models.from_dict" "src\models.py" 1007 "consumer" fn-ref
"src.models.from_dict" "src\models.py" 712 "consumer" fn-ref
"src.models._save_config_to_disk" "src\models.py" 199 "consumer" fn-ref
"src.ai_client._send_qwen" "src\ai_client.py" 2773 "consumer" fn-ref
"src.models.from_dict" "src\models.py" 866 "consumer" fn-ref
"src.models.from_dict" "src\models.py" 747 "consumer" fn-ref
"src.ai_client._trim_anthropic_history" "src\ai_client.py" 1353 "consumer" fn-ref
"src.ai_client._strip_private_keys" "src\ai_client.py" 1464 "consumer" fn-ref
"src.ai_client._estimate_prompt_tokens" "src\ai_client.py" 1243 "consumer" fn-ref
"src.ai_client.ollama_chat" "src\ai_client.py" 2938 "consumer" fn-ref
"src.ai_client._execute_single_tool_call_async" "src\ai_client.py" 945 "consumer" fn-ref
"src.project_manager.flat_config" "src\project_manager.py" 267 "consumer" fn-ref
"src.ai_client._send_deepseek" "src\ai_client.py" 2165 "consumer" fn-ref
"src.ai_client._send_llama" "src\ai_client.py" 2858 "consumer" fn-ref
"src.ai_client._add_bleed_derived" "src\ai_client.py" 3332 "consumer" fn-ref
"src.ai_client._send_gemini_cli" "src\ai_client.py" 2019 "consumer" fn-ref
"src.aggregate._build_files_section_from_items" "src\aggregate.py" 300 "consumer" fn-ref
"src.models.from_dict" "src\models.py" 683 "consumer" fn-ref
"src.models.from_dict" "src\models.py" 630 "consumer" fn-ref
"src.ai_client._invalidate_token_estimate" "src\ai_client.py" 1240 "consumer" fn-ref
"src.models.from_dict" "src\models.py" 454 "consumer" fn-ref
"src.ai_client._strip_cache_controls" "src\ai_client.py" 1291 "consumer" fn-ref
"src.models.from_dict" "src\models.py" 949 "consumer" fn-ref
"src.models.from_dict" "src\models.py" 982 "consumer" fn-ref
"src.ai_client._estimate_message_tokens" "src\ai_client.py" 1218 "consumer" fn-ref
\ === access_pattern ===
"whole_struct" access-pattern
\ === access_pattern_evidence (35 items) ===
"src.ai_client._strip_stale_file_refreshes" "whole_struct" 0 "low" ap-evidence
"src.project_manager.format_discussion" "whole_struct" 0 "low" ap-evidence
"src.aggregate._build_files_section_from_items" "whole_struct" 0 "low" ap-evidence
"src.ai_client._append_comms" "whole_struct" 0 "low" ap-evidence
"src.ai_client._trim_anthropic_history" "whole_struct" 1 "high" ap-evidence
"src.models._save_config_to_disk" "whole_struct" 0 "low" ap-evidence
"src.app_controller._on_comms_entry" "field_by_field" 10 "high" ap-evidence
"src.ai_client._execute_single_tool_call_async" "mixed" 2 "high" ap-evidence
"src.ai_client._dashscope_call" "whole_struct" 0 "low" ap-evidence
"src.ai_client.ollama_chat" "whole_struct" 0 "low" ap-evidence
"src.ai_client._pre_dispatch" "whole_struct" 0 "low" ap-evidence
"src.ai_client._strip_cache_controls" "whole_struct" 0 "low" ap-evidence
"src.ai_client._estimate_prompt_tokens" "whole_struct" 0 "low" ap-evidence
"src.ai_client._add_history_cache_breakpoint" "whole_struct" 0 "low" ap-evidence
"src.project_manager.flat_config" "whole_struct" 1 "high" ap-evidence
"src.app_controller._offload_entry_payload" "whole_struct" 0 "low" ap-evidence
"src.ai_client._repair_minimax_history" "whole_struct" 1 "high" ap-evidence
"src.ai_client._strip_private_keys" "whole_struct" 0 "low" ap-evidence
"src.ai_client._repair_deepseek_history" "whole_struct" 1 "high" ap-evidence
"src.project_manager.entry_to_str" "whole_struct" 1 "high" ap-evidence
"src.aggregate.build_tier3_context" "whole_struct" 0 "low" ap-evidence
"src.ai_client._estimate_message_tokens" "mixed" 2 "high" ap-evidence
"src.project_manager.migrate_from_legacy_config" "whole_struct" 1 "high" ap-evidence
"src.aggregate.run" "field_by_field" 3 "high" ap-evidence
"src.models.from_dict" "mixed" 2 "high" ap-evidence
"src.project_manager.save_project" "mixed" 2 "high" ap-evidence
\ === access_pattern_evidence (66 items) ===
"src.aggregate.build_markdown_from_items" "whole_struct" 0 "low" ap-evidence
"src.app_controller._start_track_logic" "mixed" 2 "high" ap-evidence
"src.ai_client._send_anthropic" "whole_struct" 0 "low" ap-evidence
"src.app_controller._refresh_api_metrics" "field_by_field" 11 "high" ap-evidence
"src.app_controller._start_track_logic_result" "field_by_field" 17 "high" ap-evidence
"src.ai_client._add_bleed_derived" "field_by_field" 9 "high" ap-evidence
"src.models.from_dict" "mixed" 2 "high" ap-evidence
"src.ai_client._add_history_cache_breakpoint" "whole_struct" 0 "low" ap-evidence
"src.ai_client._append_comms" "whole_struct" 0 "low" ap-evidence
"src.models.from_dict" "mixed" 2 "high" ap-evidence
"src.models.from_dict" "mixed" 2 "high" ap-evidence
"src.ai_client._repair_deepseek_history" "whole_struct" 1 "high" ap-evidence
"src.ai_client._dashscope_call" "whole_struct" 0 "low" ap-evidence
"src.models.from_dict" "mixed" 2 "high" ap-evidence
"src.ai_client._send_grok" "whole_struct" 0 "low" ap-evidence
"src.models.from_dict" "mixed" 2 "high" ap-evidence
"src.models.from_dict" "mixed" 2 "high" ap-evidence
"src.aggregate.build_tier3_context" "whole_struct" 0 "low" ap-evidence
"src.aggregate.build_markdown_no_history" "whole_struct" 0 "low" ap-evidence
"src.ai_client._invalidate_token_estimate" "whole_struct" 1 "high" ap-evidence
"src.ai_client._repair_anthropic_history" "whole_struct" 1 "high" ap-evidence
"src.models.from_dict" "mixed" 2 "high" ap-evidence
"src.models.from_dict" "mixed" 2 "high" ap-evidence
"src.project_manager.migrate_from_legacy_config" "whole_struct" 1 "high" ap-evidence
"src.models.from_dict" "mixed" 2 "high" ap-evidence
"src.app_controller._on_comms_entry" "field_by_field" 10 "high" ap-evidence
"src.aggregate.run" "field_by_field" 3 "high" ap-evidence
"src.ai_client._trim_minimax_history" "whole_struct" 1 "high" ap-evidence
"src.app_controller._start_track_logic" "mixed" 2 "high" ap-evidence
"src.project_manager.save_project" "mixed" 2 "high" ap-evidence
"src.ai_client._send_gemini" "whole_struct" 1 "high" ap-evidence
"src.models.from_dict" "mixed" 2 "high" ap-evidence
"src.project_manager.format_discussion" "whole_struct" 0 "low" ap-evidence
"src.ai_client._repair_minimax_history" "whole_struct" 1 "high" ap-evidence
"src.models.from_dict" "mixed" 2 "high" ap-evidence
"src.ai_client._repair_anthropic_history" "whole_struct" 1 "high" ap-evidence
"src.ai_client._pre_dispatch" "whole_struct" 0 "low" ap-evidence
"src.ai_client._strip_stale_file_refreshes" "whole_struct" 0 "low" ap-evidence
"src.ai_client.send" "mixed" 2 "high" ap-evidence
"src.app_controller._offload_entry_payload" "whole_struct" 0 "low" ap-evidence
"src.app_controller._start_track_logic_result" "field_by_field" 17 "high" ap-evidence
"src.ai_client._send_minimax" "whole_struct" 0 "low" ap-evidence
"src.ai_client._send_llama_native" "whole_struct" 0 "low" ap-evidence
"src.models.from_dict" "mixed" 2 "high" ap-evidence
"src.ai_client._create_gemini_cache_result" "whole_struct" 0 "low" ap-evidence
"src.project_manager.entry_to_str" "whole_struct" 1 "high" ap-evidence
"src.models.from_dict" "mixed" 2 "high" ap-evidence
"src.models.from_dict" "mixed" 2 "high" ap-evidence
"src.models._save_config_to_disk" "whole_struct" 0 "low" ap-evidence
"src.ai_client._send_qwen" "whole_struct" 0 "low" ap-evidence
"src.models.from_dict" "mixed" 2 "high" ap-evidence
"src.models.from_dict" "mixed" 2 "high" ap-evidence
"src.ai_client._trim_anthropic_history" "whole_struct" 1 "high" ap-evidence
"src.ai_client._strip_private_keys" "whole_struct" 0 "low" ap-evidence
"src.ai_client._estimate_prompt_tokens" "whole_struct" 0 "low" ap-evidence
"src.ai_client.ollama_chat" "whole_struct" 0 "low" ap-evidence
"src.ai_client._execute_single_tool_call_async" "mixed" 2 "high" ap-evidence
"src.project_manager.flat_config" "whole_struct" 1 "high" ap-evidence
"src.ai_client._send_deepseek" "whole_struct" 0 "low" ap-evidence
"src.ai_client._send_llama" "whole_struct" 0 "low" ap-evidence
"src.ai_client._add_bleed_derived" "field_by_field" 9 "high" ap-evidence
"src.ai_client._send_gemini_cli" "whole_struct" 0 "low" ap-evidence
"src.aggregate._build_files_section_from_items" "whole_struct" 0 "low" ap-evidence
"src.models.from_dict" "mixed" 2 "high" ap-evidence
"src.models.from_dict" "mixed" 2 "high" ap-evidence
"src.ai_client._invalidate_token_estimate" "whole_struct" 1 "high" ap-evidence
"src.models.from_dict" "mixed" 2 "high" ap-evidence
"src.ai_client._strip_cache_controls" "whole_struct" 0 "low" ap-evidence
"src.models.from_dict" "mixed" 2 "high" ap-evidence
"src.models.from_dict" "mixed" 2 "high" ap-evidence
"src.ai_client._estimate_message_tokens" "mixed" 2 "high" ap-evidence
\ === frequency ===
"per_turn" frequency
\ === frequency_evidence (5 items) ===
"src.api_hook_client.get_performance" "per_turn" "static_analysis" "producer from src\api_hook_client.py" freq-evidence
"src.app_controller.get_performance" "per_turn" "static_analysis" "producer from src\app_controller.py" freq-evidence
"src.ai_client._send_cli_round_result" "per_turn" "static_analysis" "producer from src\ai_client.py" freq-evidence
"src.api_hook_client.post_session" "per_turn" "static_analysis" "producer from src\api_hook_client.py" freq-evidence
"src.app_controller.wait" "per_turn" "static_analysis" "producer from src\app_controller.py" freq-evidence
"src.models.to_dict" "per_turn" "static_analysis" "producer from src\models.py" freq-evidence
"src.api_hook_client.get_gui_diagnostics" "per_turn" "static_analysis" "producer from src\api_hook_client.py" freq-evidence
"src.models.to_dict" "per_turn" "static_analysis" "producer from src\models.py" freq-evidence
"src.app_controller._api_get_api_project" "per_turn" "static_analysis" "producer from src\app_controller.py" freq-evidence
"src.api_hook_client.clear_events" "per_turn" "static_analysis" "producer from src\api_hook_client.py" freq-evidence
\ === result_coverage ===
77 77 35 0 result-coverage
96 96 46 0 result-coverage
\ === type_alias_coverage ===
130 0 130 type-alias-coverage
173 0 173 type-alias-coverage
\ === cross_audit_findings ===
"audit_optional_in_3_files" 76 "src\ai_client.py" 159 "76 sites" cross-audit-finding
docs/reports/code_path_audit/2026-06-22/aggregates/Metadata.md
+432 -263
View File
@@ -6,268 +6,404 @@
## Pipeline summary
- Producers: 77
- Consumers: 35
- Distinct producer fqnames: 77
- Distinct consumer fqnames: 35
- Producers: 117
- Consumers: 66
- Distinct producer fqnames: 96
- Distinct consumer fqnames: 46
- Access pattern (aggregate): whole_struct
- Frequency (aggregate): per_turn
- Decomposition direction: hold
- Struct field count (estimated): 10
## Producers (77)
## Producers (117)
### `src\ai_client.py` (9 producers)
### `src\aggregate.py` (1 producer)
- `src.ai_client._send_cli_round_result` (line 0)
- `src.ai_client.ollama_chat` (line 0)
- `src.ai_client._add_bleed_derived` (line 0)
- `src.ai_client._parse_tool_args_result` (line 0)
- `src.ai_client._load_credentials` (line 0)
- `src.ai_client.get_token_stats` (line 0)
- `src.ai_client._dashscope_call` (line 0)
- `src.ai_client._content_block_to_dict` (line 0)
- `src.ai_client.get_gemini_cache_stats` (line 0)
- `src.aggregate.build_file_items` (line 158)
### `src\api_hook_client.py` (33 producers)
### `src\ai_client.py` (16 producers)
- `src.api_hook_client.get_performance` (line 0)
- `src.api_hook_client.post_session` (line 0)
- `src.api_hook_client.get_financial_metrics` (line 0)
- `src.api_hook_client.get_status` (line 0)
- `src.api_hook_client.get_context_state` (line 0)
- `src.api_hook_client.get_gui_health` (line 0)
- `src.api_hook_client.post_project` (line 0)
- `src.api_hook_client.select_list_item` (line 0)
- `src.api_hook_client.get_io_pool_status` (line 0)
- `src.api_hook_client.reject_patch` (line 0)
- `src.api_hook_client.get_system_telemetry` (line 0)
- `src.api_hook_client.push_event` (line 0)
- `src.api_hook_client.get_project_switch_status` (line 0)
- `src.api_hook_client.select_tab` (line 0)
- `src.api_hook_client.post_gui` (line 0)
- `src.api_hook_client.get_warmup_status` (line 0)
- `src.api_hook_client.get_warmup_wait` (line 0)
- `src.api_hook_client.wait_for_project_switch` (line 0)
- `src.api_hook_client.get_session` (line 0)
- `src.api_hook_client.get_startup_timeline` (line 0)
- `src.api_hook_client.get_mma_workers` (line 0)
- `src.api_hook_client.drag` (line 0)
- `src.api_hook_client.get_node_status` (line 0)
- `src.api_hook_client.apply_patch` (line 0)
- `src.api_hook_client.set_value` (line 0)
- `src.api_hook_client.get_mma_status` (line 0)
- `src.api_hook_client.get_gui_state` (line 0)
- `src.api_hook_client.right_click` (line 0)
- `src.api_hook_client.get_patch_status` (line 0)
- `src.api_hook_client.trigger_patch` (line 0)
- `src.api_hook_client.get_project` (line 0)
- `src.api_hook_client.get_gui_diagnostics` (line 0)
- `src.api_hook_client.click` (line 0)
- `src.ai_client._build_chunked_context_blocks` (line 1281)
- `src.ai_client._send_cli_round_result` (line 1746)
- `src.ai_client._get_anthropic_tools` (line 664)
- `src.ai_client.get_gemini_cache_stats` (line 1604)
- `src.ai_client._content_block_to_dict` (line 1200)
- `src.ai_client._strip_private_keys` (line 1464)
- `src.ai_client._add_bleed_derived` (line 3332)
- `src.ai_client._parse_tool_args_result` (line 741)
- `src.ai_client._extract_dashscope_tool_calls` (line 2754)
- `src.ai_client.get_comms_log` (line 273)
- `src.ai_client.get_token_stats` (line 3185)
- `src.ai_client._dashscope_call` (line 2716)
- `src.ai_client._load_credentials` (line 282)
- `src.ai_client._get_deepseek_tools` (line 1194)
- `src.ai_client._pre_dispatch` (line 2089)
- `src.ai_client.ollama_chat` (line 2938)
### `src\app_controller.py` (26 producers)
### `src\api_hook_client.py` (39 producers)
- `src.app_controller.get_performance` (line 0)
- `src.app_controller.wait` (line 0)
- `src.app_controller.get_diagnostics` (line 0)
- `src.app_controller.get_gui_state` (line 0)
- `src.app_controller._api_status` (line 0)
- `src.app_controller._api_token_stats` (line 0)
- `src.app_controller._api_get_api_session` (line 0)
- `src.app_controller._api_get_context` (line 0)
- `src.app_controller.get_api_project` (line 0)
- `src.app_controller._api_get_performance` (line 0)
- `src.app_controller.status` (line 0)
- `src.app_controller._api_get_gui_state` (line 0)
- `src.app_controller._api_get_session` (line 0)
- `src.app_controller.load_config` (line 0)
- `src.app_controller._api_get_mma_status` (line 0)
- `src.app_controller.token_stats` (line 0)
- `src.app_controller.get_mma_status` (line 0)
- `src.app_controller.get_session_insights` (line 0)
- `src.app_controller._api_get_api_project` (line 0)
- `src.app_controller._api_generate` (line 0)
- `src.app_controller.get_context` (line 0)
- `src.app_controller._api_get_diagnostics` (line 0)
- `src.app_controller._offload_entry_payload` (line 0)
- `src.app_controller.get_session` (line 0)
- `src.app_controller.get_api_session` (line 0)
- `src.app_controller.generate` (line 0)
- `src.api_hook_client.get_gui_diagnostics` (line 311)
- `src.api_hook_client.clear_events` (line 129)
- `src.api_hook_client.get_mma_workers` (line 546)
- `src.api_hook_client.get_startup_timeline` (line 353)
- `src.api_hook_client.get_session` (line 502)
- `src.api_hook_client.get_status` (line 105)
- `src.api_hook_client._make_request` (line 65)
- `src.api_hook_client.right_click` (line 237)
- `src.api_hook_client.trigger_patch` (line 274)
- `src.api_hook_client.select_tab` (line 263)
- `src.api_hook_client.click` (line 223)
- `src.api_hook_client.get_gui_state` (line 165)
- `src.api_hook_client.post_project` (line 473)
- `src.api_hook_client.get_patch_status` (line 295)
- `src.api_hook_client.push_event` (line 156)
- `src.api_hook_client.reject_patch` (line 288)
- `src.api_hook_client.get_project` (line 367)
- `src.api_hook_client.get_performance` (line 318)
- `src.api_hook_client.select_list_item` (line 256)
- `src.api_hook_client.get_warmup_status` (line 325)
- `src.api_hook_client.get_project_switch_status` (line 374)
- `src.api_hook_client.post_session` (line 117)
- `src.api_hook_client.get_system_telemetry` (line 524)
- `src.api_hook_client.wait_for_project_switch` (line 389)
- `src.api_hook_client.get_events` (line 124)
- `src.api_hook_client.get_gui_health` (line 434)
- `src.api_hook_client.apply_patch` (line 281)
- `src.api_hook_client.get_warmup_wait` (line 332)
- `src.api_hook_client.get_warmup_canaries` (line 342)
- `src.api_hook_client.get_financial_metrics` (line 520)
- `src.api_hook_client.post_gui` (line 149)
- `src.api_hook_client.drag` (line 230)
- `src.api_hook_client.post_project` (line 470)
- `src.api_hook_client.get_node_status` (line 532)
- `src.api_hook_client.get_io_pool_status` (line 420)
- `src.api_hook_client.wait_for_event` (line 136)
- `src.api_hook_client.get_context_state` (line 491)
- `src.api_hook_client.get_mma_status` (line 539)
- `src.api_hook_client.set_value` (line 212)
### `src\models.py` (2 producers)
### `src\app_controller.py` (30 producers)
- `src.models._load_config_from_disk` (line 0)
- `src.models.to_dict` (line 0)
- `src.app_controller._api_get_api_project` (line 188)
- `src.app_controller.get_api_project` (line 2853)
- `src.app_controller._offload_entry_payload` (line 4240)
- `src.app_controller.generate` (line 2868)
- `src.app_controller.token_stats` (line 2898)
- `src.app_controller._api_get_session` (line 374)
- `src.app_controller._api_get_gui_state` (line 123)
- `src.app_controller.load_config` (line 5142)
- `src.app_controller.pending_actions` (line 2874)
- `src.app_controller._api_get_performance` (line 195)
- `src.app_controller._api_get_context` (line 398)
- `src.app_controller.status` (line 2865)
- `src.app_controller._api_generate` (line 221)
- `src.app_controller._api_status` (line 209)
- `src.app_controller._api_token_stats` (line 417)
- `src.app_controller._api_get_api_session` (line 170)
- `src.app_controller.get_context` (line 2892)
- `src.app_controller.get_session_insights` (line 3049)
- `src.app_controller._pending_mma_approval` (line 2776)
- `src.app_controller.wait` (line 5205)
- `src.app_controller.get_session` (line 2883)
- `src.app_controller._api_get_mma_status` (line 144)
- `src.app_controller._api_pending_actions` (line 335)
- `src.app_controller.get_mma_status` (line 2835)
- `src.app_controller._pending_mma_spawn` (line 2772)
- `src.app_controller.get_performance` (line 2856)
- `src.app_controller.get_diagnostics` (line 2862)
- `src.app_controller._api_get_diagnostics` (line 202)
- `src.app_controller.get_api_session` (line 2847)
- `src.app_controller.get_gui_state` (line 2829)
### `src\project_manager.py` (7 producers)
### `src\models.py` (23 producers)
- `src.project_manager.load_history` (line 0)
- `src.project_manager.flat_config` (line 0)
- `src.project_manager.default_discussion` (line 0)
- `src.project_manager.str_to_entry` (line 0)
- `src.project_manager.migrate_from_legacy_config` (line 0)
- `src.project_manager.default_project` (line 0)
- `src.project_manager.load_project` (line 0)
- `src.models.to_dict` (line 441)
- `src.models.to_dict` (line 1024)
- `src.models.to_dict` (line 737)
- `src.models.to_dict` (line 618)
- `src.models.to_dict` (line 486)
- `src.models.to_dict` (line 886)
- `src.models.to_dict` (line 971)
- `src.models.parse_history_entries` (line 214)
- `src.models.to_dict` (line 646)
- `src.models.to_dict` (line 406)
- `src.models.to_dict` (line 701)
- `src.models.to_dict` (line 672)
- `src.models.to_dict` (line 355)
- `src.models.to_dict` (line 1059)
- `src.models.to_dict` (line 794)
- `src.models._load_config_from_disk` (line 186)
- `src.models.to_dict` (line 855)
- `src.models.to_dict` (line 1000)
- `src.models.to_dict` (line 938)
- `src.models.to_dict` (line 288)
- `src.models.to_dict` (line 913)
- `src.models.to_dict` (line 596)
- `src.models.to_dict` (line 558)
## Consumers (35)
### `src\project_manager.py` (8 producers)
- `src.project_manager.flat_config` (line 267)
- `src.project_manager.str_to_entry` (line 75)
- `src.project_manager.default_discussion` (line 117)
- `src.project_manager.load_project` (line 186)
- `src.project_manager.get_all_tracks` (line 342)
- `src.project_manager.default_project` (line 123)
- `src.project_manager.migrate_from_legacy_config` (line 253)
- `src.project_manager.load_history` (line 209)
## Consumers (66)
### `src\aggregate.py` (5 consumers)
- `src.aggregate._build_files_section_from_items` (line 0)
- `src.aggregate.build_tier3_context` (line 0)
- `src.aggregate.run` (line 0)
- `src.aggregate.build_markdown_from_items` (line 0)
- `src.aggregate.build_markdown_no_history` (line 0)
- `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` (18 consumers)
### `src\ai_client.py` (29 consumers)
- `src.ai_client._strip_stale_file_refreshes` (line 0)
- `src.ai_client._append_comms` (line 0)
- `src.ai_client._trim_anthropic_history` (line 0)
- `src.ai_client._execute_single_tool_call_async` (line 0)
- `src.ai_client._dashscope_call` (line 0)
- `src.ai_client.ollama_chat` (line 0)
- `src.ai_client._pre_dispatch` (line 0)
- `src.ai_client._strip_cache_controls` (line 0)
- `src.ai_client._estimate_prompt_tokens` (line 0)
- `src.ai_client._add_history_cache_breakpoint` (line 0)
- `src.ai_client._repair_minimax_history` (line 0)
- `src.ai_client._strip_private_keys` (line 0)
- `src.ai_client._repair_deepseek_history` (line 0)
- `src.ai_client._estimate_message_tokens` (line 0)
- `src.ai_client._add_bleed_derived` (line 0)
- `src.ai_client._invalidate_token_estimate` (line 0)
- `src.ai_client._repair_anthropic_history` (line 0)
- `src.ai_client._trim_minimax_history` (line 0)
- `src.ai_client._send_anthropic` (line 1405)
- `src.ai_client._add_history_cache_breakpoint` (line 1299)
- `src.ai_client._append_comms` (line 257)
- `src.ai_client._repair_deepseek_history` (line 2138)
- `src.ai_client._dashscope_call` (line 2716)
- `src.ai_client._send_grok` (line 2530)
- `src.ai_client._trim_minimax_history` (line 2482)
- `src.ai_client._send_gemini` (line 1802)
- `src.ai_client._repair_minimax_history` (line 2462)
- `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` (line 3208)
- `src.ai_client._send_minimax` (line 2616)
- `src.ai_client._send_llama_native` (line 2958)
- `src.ai_client._create_gemini_cache_result` (line 1706)
- `src.ai_client._send_qwen` (line 2773)
- `src.ai_client._trim_anthropic_history` (line 1353)
- `src.ai_client._strip_private_keys` (line 1464)
- `src.ai_client._estimate_prompt_tokens` (line 1243)
- `src.ai_client.ollama_chat` (line 2938)
- `src.ai_client._execute_single_tool_call_async` (line 945)
- `src.ai_client._send_deepseek` (line 2165)
- `src.ai_client._send_llama` (line 2858)
- `src.ai_client._add_bleed_derived` (line 3332)
- `src.ai_client._send_gemini_cli` (line 2019)
- `src.ai_client._invalidate_token_estimate` (line 1240)
- `src.ai_client._strip_cache_controls` (line 1291)
- `src.ai_client._estimate_message_tokens` (line 1218)
### `src\app_controller.py` (5 consumers)
- `src.app_controller._on_comms_entry` (line 0)
- `src.app_controller._offload_entry_payload` (line 0)
- `src.app_controller._start_track_logic` (line 0)
- `src.app_controller._refresh_api_metrics` (line 0)
- `src.app_controller._start_track_logic_result` (line 0)
- `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.app_controller._offload_entry_payload` (line 4240)
- `src.app_controller._start_track_logic_result` (line 4728)
### `src\models.py` (2 consumers)
### `src\models.py` (22 consumers)
- `src.models._save_config_to_disk` (line 0)
- `src.models.from_dict` (line 0)
- `src.models.from_dict` (line 575)
- `src.models.from_dict` (line 656)
- `src.models.from_dict` (line 920)
- `src.models.from_dict` (line 416)
- `src.models.from_dict` (line 1072)
- `src.models.from_dict` (line 295)
- `src.models.from_dict` (line 506)
- `src.models.from_dict` (line 603)
- `src.models.from_dict` (line 814)
- `src.models.from_dict` (line 378)
- `src.models.from_dict` (line 893)
- `src.models.from_dict` (line 1038)
- `src.models.from_dict` (line 1007)
- `src.models.from_dict` (line 712)
- `src.models._save_config_to_disk` (line 199)
- `src.models.from_dict` (line 866)
- `src.models.from_dict` (line 747)
- `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\project_manager.py` (5 consumers)
- `src.project_manager.format_discussion` (line 0)
- `src.project_manager.flat_config` (line 0)
- `src.project_manager.entry_to_str` (line 0)
- `src.project_manager.migrate_from_legacy_config` (line 0)
- `src.project_manager.save_project` (line 0)
- `src.project_manager.migrate_from_legacy_config` (line 253)
- `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)
## 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 | _start_track_logic_result | _token_history | _token_stats | _topological_sort_tickets_result | _update_cached_stats | active_discussion | active_project_path | active_project_root | ai_status | append |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| `_strip_stale_file_refreshes` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `format_discussion` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_build_files_section_from_items` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_append_comms` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_trim_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_save_config_to_disk` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_on_comms_entry` | . | . | 1 | 1 | 1 | . | . | 4 | 4 | . | . | 1 | . | . | . | . | . | . | . | . |
| `_execute_single_tool_call_async` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_dashscope_call` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `ollama_chat` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_pre_dispatch` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_strip_cache_controls` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_estimate_prompt_tokens` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_add_history_cache_breakpoint` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `flat_config` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_offload_entry_payload` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_repair_minimax_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 |
| `_strip_private_keys` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_repair_deepseek_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 |
| `entry_to_str` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `build_tier3_context` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_estimate_message_tokens` | 1 | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `migrate_from_legacy_config` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `run` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `save_project` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `build_markdown_from_items` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_start_track_logic` | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | . | . | . | 1 | . |
| `_send_anthropic` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_refresh_api_metrics` | . | 1 | . | . | . | . | . | . | . | 1 | . | . | 1 | . | 1 | . | . | . | . | . |
| `_start_track_logic_result` | . | . | . | . | . | 2 | 2 | . | . | . | . | . | . | 1 | . | 1 | 1 | 1 | 4 | . |
| `_add_bleed_derived` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_add_history_cache_breakpoint` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_append_comms` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_repair_deepseek_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 |
| `_dashscope_call` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_send_grok` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `build_tier3_context` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `build_markdown_no_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_invalidate_token_estimate` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_repair_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 |
| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `migrate_from_legacy_config` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_on_comms_entry` | . | . | 1 | 1 | 1 | . | . | 4 | 4 | . | . | 1 | . | . | . | . | . | . | . | . |
| `run` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_trim_minimax_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_start_track_logic` | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | . | . | . | 1 | . |
| `save_project` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_send_gemini` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `format_discussion` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_repair_minimax_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 |
| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_repair_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 |
| `_pre_dispatch` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_strip_stale_file_refreshes` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `send` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_offload_entry_payload` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_start_track_logic_result` | . | . | . | . | . | 2 | 2 | . | . | . | . | . | . | 1 | . | 1 | 1 | 1 | 4 | . |
| `_send_minimax` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_send_llama_native` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_create_gemini_cache_result` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `entry_to_str` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_save_config_to_disk` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_send_qwen` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_trim_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_strip_private_keys` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_estimate_prompt_tokens` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `ollama_chat` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_execute_single_tool_call_async` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `flat_config` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_send_deepseek` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_send_llama` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_add_bleed_derived` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_send_gemini_cli` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_build_files_section_from_items` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_invalidate_token_estimate` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_strip_cache_controls` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_estimate_message_tokens` | 1 | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
_... 33 more fields_
_... 35 more fields_
## Access pattern
**Dominant pattern:** whole_struct
**Evidence count:** 35
**Evidence count:** 66
**Per-function pattern distribution:**
- `whole_struct`: 25 functions (71%)
- `field_by_field`: 5 functions (14%)
- `mixed`: 5 functions (14%)
- `whole_struct`: 35 functions (53%)
- `mixed`: 26 functions (39%)
- `field_by_field`: 5 functions (8%)
## SSDL Sketch for `Metadata`
```
[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)
-> [1: build_markdown_from_items] [B:check] (branches=9)
-> [2: _send_anthropic] [B:is None?] (branches=40) [N:safe]
-> [3: _refresh_api_metrics] [B:is None?] (branches=11) [N:safe]
-> [4: from_dict] [B:check] (branches=0)
-> [5: _add_history_cache_breakpoint] [B:check] (branches=5)
-> [6: _append_comms] [B:is None?] (branches=1) [N:safe]
-> [7: from_dict] [B:check] (branches=0)
-> [8: from_dict] [B:check] (branches=0)
-> [9: _repair_deepseek_history] [B:check] (branches=6)
-> [10: _dashscope_call] [B:check] (branches=5)
-> [11: from_dict] [B:check] (branches=0)
-> [12: _send_grok] [B:check] (branches=14)
-> [13: from_dict] [B:check] (branches=0)
-> [14: from_dict] [B:check] (branches=0)
-> [15: build_tier3_context] [B:check] (branches=50)
-> [16: build_markdown_no_history] [B:check] (branches=0)
-> [17: from_dict] [B:check] (branches=0)
-> [18: from_dict] [B:check] (branches=0)
-> [19: migrate_from_legacy_config] [B:check] (branches=2)
-> [20: from_dict] [B:check] (branches=0)
-> [21: _on_comms_entry] [B:check] (branches=32)
-> [22: run] [B:check] (branches=1)
-> [23: _trim_minimax_history] [B:check] (branches=8)
-> [24: _start_track_logic] [B:check] (branches=1)
-> [25: save_project] [B:is None?] (branches=7) [N:safe]
-> [26: _send_gemini] [B:is None?] (branches=75) [N:safe]
-> [27: from_dict] [B:check] (branches=0)
-> [28: format_discussion] [B:check] (branches=0)
-> [29: _repair_minimax_history] [B:check] (branches=10)
-> [30: from_dict] [B:check] (branches=0)
-> [31: _repair_anthropic_history] [B:check] (branches=6)
-> [32: _pre_dispatch] [B:check] (branches=8)
-> [33: _strip_stale_file_refreshes] [B:check] (branches=12)
-> [34: send] [B:check] (branches=19)
-> [35: _offload_entry_payload] [B:check] (branches=10)
-> [36: _start_track_logic_result] [B:check] (branches=10)
-> [37: _send_minimax] [B:check] (branches=11)
-> [38: _send_llama_native] [B:check] (branches=12)
-> [39: from_dict] [B:check] (branches=0)
-> [40: _create_gemini_cache_result] [B:check] (branches=3)
-> [41: entry_to_str] [B:check] (branches=3)
-> [42: from_dict] [B:check] (branches=0)
-> [43: from_dict] [B:check] (branches=0)
-> [44: _save_config_to_disk] [B:check] (branches=1)
-> [45: _send_qwen] [B:check] (branches=9)
-> [46: from_dict] [B:check] (branches=0)
-> [47: from_dict] [B:check] (branches=0)
-> [48: _trim_anthropic_history] [B:check] (branches=13)
-> [49: _strip_private_keys] [B:check] (branches=0)
-> [50: _estimate_prompt_tokens] [B:check] (branches=2)
-> [51: ollama_chat] [B:check] (branches=3)
-> [52: _execute_single_tool_call_async] [B:is None?] (branches=15) [N:safe]
-> [53: flat_config] [B:check] (branches=2)
-> [54: _send_deepseek] [B:check] (branches=71)
-> [55: _send_llama] [B:check] (branches=13)
-> [56: _add_bleed_derived] [B:check] (branches=0)
-> [57: _send_gemini_cli] [B:is None?] (branches=23) [N:safe]
-> [58: _build_files_section_from_items] [B:is None?] (branches=5) [N:safe]
-> [59: from_dict] [B:check] (branches=0)
-> [60: from_dict] [B:check] (branches=0)
-> [61: _invalidate_token_estimate] [B:check] (branches=0)
-> [62: from_dict] [B:check] (branches=0)
-> [63: _strip_cache_controls] [B:check] (branches=4)
-> [64: from_dict] [B:check] (branches=0)
-> [65: from_dict] [B:check] (branches=0)
-> [66: _estimate_message_tokens] [B:is None?] (branches=9) [N:safe]
-> [T:done]
```
**Effective codepaths:** 1125904201862042 (sum of 2^branches across 35 consumers)
**Total branch points:** 251
**Nil-check functions:** 6
**Effective codepaths:** 40140116231395706750390 (sum of 2^branches across 66 consumers)
**Total branch points:** 541
**Nil-check functions:** 9
**Defusing opportunities:**
- **Nil Sentinel `[N]`**: Introduce a module-level `NIL_<AGGREGATE>` sentinel whose field accesses return safe defaults. Replace None checks with the sentinel. Collapses 2^branch_count into ~1.
- Effective codepaths: 1125904201862042 -> 1125904201862030
- **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 130 field-check branches to 1 cache lookup.
- Effective codepaths: 1125904201862042 -> 130
- Effective codepaths: 40140116231395706750390 -> 40140116231395706750372
- **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 173 field-check branches to 1 cache lookup.
- Effective codepaths: 40140116231395706750390 -> 173
- **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: 1125904201862042 -> 35
- Effective codepaths: 40140116231395706750390 -> 66
## Frequency
@@ -281,24 +417,24 @@ _... 33 more fields_
## Result coverage
**Summary:** 77 producers, 35 consumers
**Summary:** 96 producers, 46 consumers
| metric | value |
|---|---|
| total producers | 77 |
| result producers | 77 |
| total consumers | 35 |
| total producers | 96 |
| result producers | 96 |
| total consumers | 46 |
| result consumers | 0 |
## Type alias coverage
**Summary:** 130 sites; 0 typed (0%); 130 untyped (100%)
**Summary:** 173 sites; 0 typed (0%); 173 untyped (100%)
| metric | value |
|---|---|
| total field-access sites | 130 |
| total field-access sites | 173 |
| typed sites (canonical field) | 0 |
| untyped sites (wildcard) | 130 |
| untyped sites (wildcard) | 173 |
## Cross-audit findings
@@ -320,27 +456,15 @@ _... 33 more fields_
| field | access count | access pattern |
|---|---|---|
| `content` | 21 | hot |
| `marker` | 21 | hot |
| `get` | 10 | hot |
| `pop` | 3 | hot |
| `append` | 3 | hot |
| `pop` | 3 | hot |
| `session_usage` | 2 | used |
| `files` | 2 | used |
| `ai_status` | 2 | 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 |
| `items` | 1 | used |
| `_est_tokens` | 1 | used |
| `output` | 1 | used |
| `content` | 1 | used |
| `marker` | 1 | used |
| `discussion` | 1 | used |
| `_start_track_logic_result` | 1 | used |
| `config` | 2 | used |
| `latency` | 1 | used |
| `_recalculate_session_usage` | 1 | used |
| `_token_stats` | 1 | used |
@@ -350,6 +474,19 @@ _... 33 more fields_
| `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 |
| `output` | 1 | used |
| `_start_track_logic_result` | 1 | used |
| `discussion` | 1 | used |
| `encode` | 1 | used |
| `search` | 1 | used |
| `context_files` | 1 | used |
| `_pending_gui_tasks_lock` | 1 | used |
| `_topological_sort_tickets_result` | 1 | used |
@@ -360,11 +497,11 @@ _... 33 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 |
| `items` | 1 | used |
| `estimated_prompt_tokens` | 1 | used |
| `max_prompt_tokens` | 1 | used |
| `utilization_pct` | 1 | used |
@@ -373,6 +510,7 @@ _... 33 more fields_
| `sys_tokens` | 1 | used |
| `tool_tokens` | 1 | used |
| `history_tokens` | 1 | used |
| `_est_tokens` | 1 | used |
## Optimization candidates
@@ -388,48 +526,79 @@ Metadata: access_pattern=whole_struct, frequency=per_turn, struct_field_count=10
| function | pattern | field_accesses | confidence |
|---|---|---|---|
| `src.ai_client._strip_stale_file_refreshes` | `whole_struct` | | low |
| `src.project_manager.format_discussion` | `whole_struct` | | low |
| `src.aggregate._build_files_section_from_items` | `whole_struct` | | low |
| `src.ai_client._append_comms` | `whole_struct` | | low |
| `src.ai_client._trim_anthropic_history` | `whole_struct` | `pop`=5 | high |
| `src.models._save_config_to_disk` | `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.ai_client._execute_single_tool_call_async` | `mixed` | `get`=2, `items`=1 | high |
| `src.ai_client._dashscope_call` | `whole_struct` | | low |
| `src.ai_client.ollama_chat` | `whole_struct` | | low |
| `src.ai_client._pre_dispatch` | `whole_struct` | | low |
| `src.ai_client._strip_cache_controls` | `whole_struct` | | low |
| `src.ai_client._estimate_prompt_tokens` | `whole_struct` | | low |
| `src.ai_client._add_history_cache_breakpoint` | `whole_struct` | | low |
| `src.project_manager.flat_config` | `whole_struct` | `get`=7 | high |
| `src.app_controller._offload_entry_payload` | `whole_struct` | | low |
| `src.ai_client._repair_minimax_history` | `whole_struct` | `append`=1 | high |
| `src.ai_client._strip_private_keys` | `whole_struct` | | low |
| `src.ai_client._repair_deepseek_history` | `whole_struct` | `append`=1 | high |
| `src.project_manager.entry_to_str` | `whole_struct` | `get`=4 | high |
| `src.aggregate.build_tier3_context` | `whole_struct` | | low |
| `src.ai_client._estimate_message_tokens` | `mixed` | `_est_tokens`=1, `get`=2 | high |
| `src.project_manager.migrate_from_legacy_config` | `whole_struct` | `get`=2 | high |
| `src.aggregate.run` | `field_by_field` | `output`=1, `files`=2, `get`=7 | high |
| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high |
| `src.project_manager.save_project` | `mixed` | `discussion`=2, `files`=3 | high |
| `src.aggregate.build_markdown_from_items` | `whole_struct` | | low |
| `src.app_controller._start_track_logic` | `mixed` | `_start_track_logic_result`=1, `ai_status`=1 | high |
| `src.ai_client._send_anthropic` | `whole_struct` | | low |
| `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._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_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.ai_client._add_history_cache_breakpoint` | `whole_struct` | | low |
| `src.ai_client._append_comms` | `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._repair_deepseek_history` | `whole_struct` | `append`=1 | high |
| `src.ai_client._dashscope_call` | `whole_struct` | | low |
| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high |
| `src.ai_client._send_grok` | `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_tier3_context` | `whole_struct` | | low |
| `src.aggregate.build_markdown_no_history` | `whole_struct` | | low |
| `src.ai_client._invalidate_token_estimate` | `whole_struct` | `pop`=1 | high |
| `src.ai_client._repair_anthropic_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.project_manager.migrate_from_legacy_config` | `whole_struct` | `get`=2 | high |
| `src.models.from_dict` | `mixed` | `content`=1, `marker`=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.aggregate.run` | `field_by_field` | `output`=1, `files`=2, `get`=7 | high |
| `src.ai_client._trim_minimax_history` | `whole_struct` | `pop`=4 | high |
| `src.app_controller._start_track_logic` | `mixed` | `_start_track_logic_result`=1, `ai_status`=1 | high |
| `src.project_manager.save_project` | `mixed` | `discussion`=2, `files`=3 | high |
| `src.ai_client._send_gemini` | `whole_struct` | `encode`=1 | high |
| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high |
| `src.project_manager.format_discussion` | `whole_struct` | | low |
| `src.ai_client._repair_minimax_history` | `whole_struct` | `append`=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._pre_dispatch` | `whole_struct` | | low |
| `src.ai_client._strip_stale_file_refreshes` | `whole_struct` | | low |
| `src.ai_client.send` | `mixed` | `config`=1, `search`=1 | high |
| `src.app_controller._offload_entry_payload` | `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._send_minimax` | `whole_struct` | | low |
| `src.ai_client._send_llama_native` | `whole_struct` | | low |
| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high |
| `src.ai_client._create_gemini_cache_result` | `whole_struct` | | low |
| `src.project_manager.entry_to_str` | `whole_struct` | `get`=4 | high |
| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high |
| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high |
| `src.models._save_config_to_disk` | `whole_struct` | | low |
| `src.ai_client._send_qwen` | `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._trim_anthropic_history` | `whole_struct` | `pop`=5 | high |
| `src.ai_client._strip_private_keys` | `whole_struct` | | low |
| `src.ai_client._estimate_prompt_tokens` | `whole_struct` | | low |
| `src.ai_client.ollama_chat` | `whole_struct` | | low |
| `src.ai_client._execute_single_tool_call_async` | `mixed` | `get`=2, `items`=1 | high |
| `src.project_manager.flat_config` | `whole_struct` | `get`=7 | high |
| `src.ai_client._send_deepseek` | `whole_struct` | | low |
| `src.ai_client._send_llama` | `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.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.ai_client._invalidate_token_estimate` | `whole_struct` | `pop`=1 | high |
| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high |
| `src.ai_client._strip_cache_controls` | `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._estimate_message_tokens` | `mixed` | `_est_tokens`=1, `get`=2 | high |
### Frequency evidence
| function | frequency | source | note |
|---|---|---|---|
| `src.api_hook_client.get_performance` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py |
| `src.app_controller.get_performance` | `per_turn` | `static_analysis` | producer from src\app_controller.py |
| `src.ai_client._send_cli_round_result` | `per_turn` | `static_analysis` | producer from src\ai_client.py |
| `src.api_hook_client.post_session` | `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.models.to_dict` | `per_turn` | `static_analysis` | producer from src\models.py |
| `src.api_hook_client.get_gui_diagnostics` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py |
| `src.models.to_dict` | `per_turn` | `static_analysis` | producer from src\models.py |
| `src.app_controller._api_get_api_project` | `per_turn` | `static_analysis` | producer from src\app_controller.py |
| `src.api_hook_client.clear_events` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py |
docs/reports/code_path_audit/2026-06-22/aggregates/Metadata.tree
+171 -100
View File
@@ -1,124 +1,195 @@
Metadata: Metadata
|- kind: typealias
|- memory_dim: discussion
|- producers: [77]
| |- src.api_hook_client.get_performance (producer)
| |- src.app_controller.get_performance (producer)
| |- src.ai_client._send_cli_round_result (producer)
| |- src.api_hook_client.post_session (producer)
| |- src.app_controller.wait (producer)
| |- src.app_controller.get_diagnostics (producer)
| |- src.models._load_config_from_disk (producer)
| |- src.app_controller.get_gui_state (producer)
| |- src.app_controller._api_status (producer)
| |- src.app_controller._api_token_stats (producer)
| |- src.ai_client.ollama_chat (producer)
| |- src.api_hook_client.get_financial_metrics (producer)
| |- src.api_hook_client.get_status (producer)
| |- src.app_controller._api_get_api_session (producer)
| |- src.app_controller._api_get_context (producer)
|- producers: [117]
| |- src.models.to_dict (producer)
| |- src.api_hook_client.get_gui_diagnostics (producer)
| |- src.models.to_dict (producer)
| |- src.app_controller._api_get_api_project (producer)
| |- src.api_hook_client.clear_events (producer)
| |- src.ai_client._build_chunked_context_blocks (producer)
| |- src.app_controller.get_api_project (producer)
| |- src.app_controller._api_get_performance (producer)
| |- src.app_controller.status (producer)
| |- src.ai_client._add_bleed_derived (producer)
| |- src.api_hook_client.get_context_state (producer)
| |- src.api_hook_client.get_gui_health (producer)
| |- src.api_hook_client.post_project (producer)
| |- src.api_hook_client.select_list_item (producer)
| |- src.api_hook_client.get_io_pool_status (producer)
| |- src.api_hook_client.reject_patch (producer)
| |- src.api_hook_client.get_system_telemetry (producer)
| |- src.app_controller._api_get_gui_state (producer)
| |- src.app_controller._api_get_session (producer)
| |- src.project_manager.load_history (producer)
| |- src.app_controller.load_config (producer)
| |- src.app_controller._api_get_mma_status (producer)
| |- src.models.to_dict (producer)
| |- src.models.to_dict (producer)
| |- src.api_hook_client.get_mma_workers (producer)
| |- src.models.to_dict (producer)
| |- src.api_hook_client.get_startup_timeline (producer)
| |- src.models.to_dict (producer)
| |- src.app_controller._offload_entry_payload (producer)
| |- src.app_controller.generate (producer)
| |- src.api_hook_client.get_session (producer)
| |- src.api_hook_client.get_status (producer)
| |- src.app_controller.token_stats (producer)
| |- src.project_manager.flat_config (producer)
| |- src.project_manager.default_discussion (producer)
| |- src.app_controller.get_mma_status (producer)
| |- src.app_controller.get_session_insights (producer)
| |- src.api_hook_client._make_request (producer)
| |- src.api_hook_client.right_click (producer)
| |- src.ai_client._send_cli_round_result (producer)
| |- src.models.to_dict (producer)
| |- src.ai_client._parse_tool_args_result (producer)
| |- src.api_hook_client.push_event (producer)
| |- src.api_hook_client.get_project_switch_status (producer)
| |- src.project_manager.str_to_entry (producer)
| |- src.api_hook_client.trigger_patch (producer)
| |- src.api_hook_client.select_tab (producer)
| |- src.api_hook_client.post_gui (producer)
| |- src.app_controller._api_get_api_project (producer)
| |- src.app_controller._api_generate (producer)
| |- src.app_controller._api_get_session (producer)
| |- src.project_manager.str_to_entry (producer)
| |- src.app_controller._api_get_gui_state (producer)
| |- src.api_hook_client.click (producer)
| |- src.api_hook_client.get_gui_state (producer)
| |- src.project_manager.default_discussion (producer)
| |- src.ai_client._get_anthropic_tools (producer)
| |- src.app_controller.load_config (producer)
| |- src.project_manager.load_project (producer)
| |- src.api_hook_client.post_project (producer)
| |- src.models.parse_history_entries (producer)
| |- src.ai_client.get_gemini_cache_stats (producer)
| |- src.app_controller.pending_actions (producer)
| |- src.app_controller._api_get_performance (producer)
| |- src.ai_client._content_block_to_dict (producer)
| |- src.api_hook_client.get_patch_status (producer)
| |- src.api_hook_client.push_event (producer)
| |- src.models.to_dict (producer)
| |- src.api_hook_client.reject_patch (producer)
| |- src.api_hook_client.get_project (producer)
| |- src.models.to_dict (producer)
| |- src.app_controller._api_get_context (producer)
| |- src.app_controller.status (producer)
| |- src.ai_client._strip_private_keys (producer)
| |- src.api_hook_client.get_performance (producer)
| |- src.models.to_dict (producer)
| |- src.models.to_dict (producer)
| |- src.models.to_dict (producer)
| |- src.api_hook_client.select_list_item (producer)
| |- src.ai_client._add_bleed_derived (producer)
| |- src.api_hook_client.get_warmup_status (producer)
| |- src.api_hook_client.get_warmup_wait (producer)
| |- src.models.to_dict (producer)
| |- src.app_controller._api_generate (producer)
| |- src.project_manager.get_all_tracks (producer)
| |- src.app_controller._api_status (producer)
| |- src.app_controller._api_token_stats (producer)
| |- src.api_hook_client.get_project_switch_status (producer)
| |- src.app_controller._api_get_api_session (producer)
| |- src.api_hook_client.post_session (producer)
| |- src.api_hook_client.get_system_telemetry (producer)
| |- src.ai_client._parse_tool_args_result (producer)
| |- src.api_hook_client.wait_for_project_switch (producer)
| |- src.api_hook_client.get_events (producer)
| |- src.app_controller.get_context (producer)
| |- src.ai_client._extract_dashscope_tool_calls (producer)
| |- src.api_hook_client.get_gui_health (producer)
| |- src.models.to_dict (producer)
| |- src.ai_client.get_comms_log (producer)
| |- src.project_manager.default_project (producer)
| |- src.api_hook_client.apply_patch (producer)
| |- src.api_hook_client.get_warmup_wait (producer)
| |- src.api_hook_client.get_warmup_canaries (producer)
| |- src.api_hook_client.get_financial_metrics (producer)
| |- src.models._load_config_from_disk (producer)
| |- src.ai_client.get_token_stats (producer)
| |- src.aggregate.build_file_items (producer)
| |- src.app_controller.get_session_insights (producer)
| |- src.api_hook_client.post_gui (producer)
| |- src.models.to_dict (producer)
| |- src.app_controller._pending_mma_approval (producer)
| |- src.api_hook_client.drag (producer)
| |- src.api_hook_client.post_project (producer)
| |- src.app_controller.wait (producer)
| |- src.app_controller.get_session (producer)
| |- src.app_controller._api_get_mma_status (producer)
| |- src.app_controller._api_pending_actions (producer)
| |- src.api_hook_client.get_node_status (producer)
| |- src.api_hook_client.get_io_pool_status (producer)
| |- src.app_controller.get_mma_status (producer)
| |- src.models.to_dict (producer)
| |- src.models.to_dict (producer)
| |- src.app_controller._pending_mma_spawn (producer)
| |- src.app_controller.get_performance (producer)
| |- src.api_hook_client.wait_for_event (producer)
| |- src.api_hook_client.get_context_state (producer)
| |- src.ai_client._dashscope_call (producer)
| |- src.app_controller.get_diagnostics (producer)
| |- src.project_manager.migrate_from_legacy_config (producer)
| |- src.models.to_dict (producer)
| |- src.ai_client._load_credentials (producer)
| |- src.app_controller._api_get_diagnostics (producer)
| |- src.api_hook_client.get_session (producer)
| |- src.app_controller._offload_entry_payload (producer)
| |- src.api_hook_client.get_startup_timeline (producer)
| |- src.project_manager.migrate_from_legacy_config (producer)
| |- src.api_hook_client.get_mma_workers (producer)
| |- src.api_hook_client.drag (producer)
| |- src.ai_client.get_token_stats (producer)
| |- src.api_hook_client.get_node_status (producer)
| |- src.api_hook_client.apply_patch (producer)
| |- src.api_hook_client.set_value (producer)
| |- src.app_controller.get_session (producer)
| |- src.models.to_dict (producer)
| |- src.models.to_dict (producer)
| |- src.ai_client._get_deepseek_tools (producer)
| |- src.app_controller.get_api_session (producer)
| |- src.ai_client._pre_dispatch (producer)
| |- src.models.to_dict (producer)
| |- src.api_hook_client.get_mma_status (producer)
| |- src.api_hook_client.get_gui_state (producer)
| |- src.api_hook_client.right_click (producer)
| |- src.project_manager.default_project (producer)
| |- src.api_hook_client.get_patch_status (producer)
| |- src.project_manager.load_project (producer)
| |- src.api_hook_client.trigger_patch (producer)
| |- src.ai_client._dashscope_call (producer)
| |- src.api_hook_client.get_project (producer)
| |- src.app_controller.generate (producer)
| |- src.ai_client._content_block_to_dict (producer)
| |- src.api_hook_client.get_gui_diagnostics (producer)
| |- src.ai_client.get_gemini_cache_stats (producer)
| |- src.api_hook_client.click (producer)
|- consumers: [35]
| |- src.ai_client._strip_stale_file_refreshes (consumer)
| |- src.project_manager.format_discussion (consumer)
| |- src.aggregate._build_files_section_from_items (consumer)
| |- src.ai_client._append_comms (consumer)
| |- src.ai_client._trim_anthropic_history (consumer)
| |- src.models._save_config_to_disk (consumer)
| |- src.app_controller._on_comms_entry (consumer)
| |- src.ai_client._execute_single_tool_call_async (consumer)
| |- src.ai_client._dashscope_call (consumer)
| |- src.ai_client.ollama_chat (consumer)
| |- src.ai_client._pre_dispatch (consumer)
| |- src.ai_client._strip_cache_controls (consumer)
| |- src.ai_client._estimate_prompt_tokens (consumer)
| |- src.ai_client._add_history_cache_breakpoint (consumer)
| |- src.project_manager.flat_config (consumer)
| |- src.app_controller._offload_entry_payload (consumer)
| |- src.ai_client._repair_minimax_history (consumer)
| |- src.ai_client._strip_private_keys (consumer)
| |- src.ai_client._repair_deepseek_history (consumer)
| |- src.project_manager.entry_to_str (consumer)
| |- src.aggregate.build_tier3_context (consumer)
| |- src.ai_client._estimate_message_tokens (consumer)
| |- src.project_manager.migrate_from_legacy_config (consumer)
| |- src.aggregate.run (consumer)
| |- src.models.from_dict (consumer)
| |- src.project_manager.save_project (consumer)
| |- src.api_hook_client.set_value (producer)
| |- src.project_manager.load_history (producer)
| |- src.ai_client.ollama_chat (producer)
| |- src.app_controller.get_gui_state (producer)
|- consumers: [66]
| |- src.aggregate.build_markdown_from_items (consumer)
| |- src.app_controller._start_track_logic (consumer)
| |- src.ai_client._send_anthropic (consumer)
| |- src.app_controller._refresh_api_metrics (consumer)
| |- src.app_controller._start_track_logic_result (consumer)
| |- src.ai_client._add_bleed_derived (consumer)
| |- src.models.from_dict (consumer)
| |- src.ai_client._add_history_cache_breakpoint (consumer)
| |- src.ai_client._append_comms (consumer)
| |- src.models.from_dict (consumer)
| |- src.models.from_dict (consumer)
| |- src.ai_client._repair_deepseek_history (consumer)
| |- src.ai_client._dashscope_call (consumer)
| |- src.models.from_dict (consumer)
| |- src.ai_client._send_grok (consumer)
| |- src.models.from_dict (consumer)
| |- src.models.from_dict (consumer)
| |- src.aggregate.build_tier3_context (consumer)
| |- src.aggregate.build_markdown_no_history (consumer)
| |- src.ai_client._invalidate_token_estimate (consumer)
| |- src.ai_client._repair_anthropic_history (consumer)
| |- src.models.from_dict (consumer)
| |- src.models.from_dict (consumer)
| |- src.project_manager.migrate_from_legacy_config (consumer)
| |- src.models.from_dict (consumer)
| |- src.app_controller._on_comms_entry (consumer)
| |- src.aggregate.run (consumer)
| |- src.ai_client._trim_minimax_history (consumer)
| |- src.app_controller._start_track_logic (consumer)
| |- src.project_manager.save_project (consumer)
| |- src.ai_client._send_gemini (consumer)
| |- src.models.from_dict (consumer)
| |- src.project_manager.format_discussion (consumer)
| |- src.ai_client._repair_minimax_history (consumer)
| |- src.models.from_dict (consumer)
| |- src.ai_client._repair_anthropic_history (consumer)
| |- src.ai_client._pre_dispatch (consumer)
| |- src.ai_client._strip_stale_file_refreshes (consumer)
| |- src.ai_client.send (consumer)
| |- src.app_controller._offload_entry_payload (consumer)
| |- src.app_controller._start_track_logic_result (consumer)
| |- src.ai_client._send_minimax (consumer)
| |- src.ai_client._send_llama_native (consumer)
| |- src.models.from_dict (consumer)
| |- src.ai_client._create_gemini_cache_result (consumer)
| |- src.project_manager.entry_to_str (consumer)
| |- src.models.from_dict (consumer)
| |- src.models.from_dict (consumer)
| |- src.models._save_config_to_disk (consumer)
| |- src.ai_client._send_qwen (consumer)
| |- src.models.from_dict (consumer)
| |- src.models.from_dict (consumer)
| |- src.ai_client._trim_anthropic_history (consumer)
| |- src.ai_client._strip_private_keys (consumer)
| |- src.ai_client._estimate_prompt_tokens (consumer)
| |- src.ai_client.ollama_chat (consumer)
| |- src.ai_client._execute_single_tool_call_async (consumer)
| |- src.project_manager.flat_config (consumer)
| |- src.ai_client._send_deepseek (consumer)
| |- src.ai_client._send_llama (consumer)
| |- src.ai_client._add_bleed_derived (consumer)
| |- src.ai_client._send_gemini_cli (consumer)
| |- src.aggregate._build_files_section_from_items (consumer)
| |- src.models.from_dict (consumer)
| |- src.models.from_dict (consumer)
| |- src.ai_client._invalidate_token_estimate (consumer)
| |- src.models.from_dict (consumer)
| |- src.ai_client._strip_cache_controls (consumer)
| |- src.models.from_dict (consumer)
| |- src.models.from_dict (consumer)
| |- src.ai_client._estimate_message_tokens (consumer)
|- access_pattern: whole_struct
|- frequency: per_turn
|- result_coverage: 77 producers, 35 consumers
|- type_alias_coverage: 130 sites; 0 typed (0%); 130 untyped (100%)
|- result_coverage: 96 producers, 46 consumers
|- type_alias_coverage: 173 sites; 0 typed (0%); 173 untyped (100%)
|- cross_audit_findings: 1 findings
|- decomposition_cost: hold (720 us)
|- optimization_candidates: [0]
docs/reports/code_path_audit/2026-06-22/aggregates/ToolCall.dsl
+2 -2
View File
@@ -8,10 +8,10 @@
"control" mem-dim
\ === producers (1 items) ===
"src.openai_compatible._to_typed_tool_call" "src\openai_compatible.py" 0 "producer" fn-ref
"src.openai_compatible._to_typed_tool_call" "src\openai_compatible.py" 43 "producer" fn-ref
\ === consumers (1 items) ===
"src.openai_compatible._to_dict_tool_call" "src\openai_compatible.py" 0 "consumer" fn-ref
"src.openai_compatible._to_dict_tool_call" "src\openai_compatible.py" 54 "consumer" fn-ref
\ === access_pattern ===
"whole_struct" access-pattern
docs/reports/code_path_audit/2026-06-22/aggregates/ToolCall.md
+2 -2
View File
@@ -19,13 +19,13 @@
### `src\openai_compatible.py` (1 producer)
- `src.openai_compatible._to_typed_tool_call` (line 0)
- `src.openai_compatible._to_typed_tool_call` (line 43)
## Consumers (1)
### `src\openai_compatible.py` (1 consumer)
- `src.openai_compatible._to_dict_tool_call` (line 0)
- `src.openai_compatible._to_dict_tool_call` (line 54)
## Field access matrix
docs/reports/code_path_audit/2026-06-22/aggregates/ToolDefinition.dsl
+8 -3
View File
@@ -7,7 +7,9 @@
\ === memory_dim ===
"control" mem-dim
\ === producers (0 items) ===
\ === producers (2 items) ===
"src.ai_client._build_anthropic_tools" "src\ai_client.py" 623 "producer" fn-ref
"src.ai_client._build_deepseek_tools" "src\ai_client.py" 1148 "producer" fn-ref
\ === consumers (0 items) ===
@@ -19,15 +21,18 @@
\ === frequency ===
"per_turn" frequency
\ === frequency_evidence (0 items) ===
\ === frequency_evidence (2 items) ===
"src.ai_client._build_anthropic_tools" "per_turn" "static_analysis" "producer from src\ai_client.py" freq-evidence
"src.ai_client._build_deepseek_tools" "per_turn" "static_analysis" "producer from src\ai_client.py" freq-evidence
\ === result_coverage ===
0 0 0 0 result-coverage
2 2 0 0 result-coverage
\ === type_alias_coverage ===
0 0 0 type-alias-coverage
\ === cross_audit_findings ===
"audit_optional_in_3_files" 76 "src\ai_client.py" 159 "76 sites" cross-audit-finding
5 cross-audit-findings
\ === decomposition_cost ===
docs/reports/code_path_audit/2026-06-22/aggregates/ToolDefinition.md
+26 -10
View File
@@ -6,18 +6,21 @@
## Pipeline summary
- Producers: 0
- Producers: 2
- Consumers: 0
- Distinct producer fqnames: 0
- Distinct producer fqnames: 2
- Distinct consumer fqnames: 0
- Access pattern (aggregate): mixed
- Frequency (aggregate): per_turn
- Decomposition direction: insufficient_data
- Struct field count (estimated): 5
## Producers (0)
## Producers (2)
_(none)_
### `src\ai_client.py` (2 producers)
- `src.ai_client._build_anthropic_tools` (line 623)
- `src.ai_client._build_deepseek_tools` (line 1148)
## Consumers (0)
@@ -52,16 +55,20 @@ _(no field accesses detected)_
## Frequency
**Dominant frequency:** per_turn
**Evidence count:** 0
**Evidence count:** 2
**Per-function frequency distribution:**
- `per_turn`: 2 functions
## Result coverage
**Summary:** 0 producers, 0 consumers
**Summary:** 2 producers, 0 consumers
| metric | value |
|---|---|
| total producers | 0 |
| result producers | 0 |
| total producers | 2 |
| result producers | 2 |
| total consumers | 0 |
| result consumers | 0 |
@@ -77,7 +84,9 @@ _(no field accesses detected)_
## Cross-audit findings
_(no cross-audit findings mapped to this aggregate)_
| 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 |
## Decomposition cost
@@ -91,7 +100,7 @@ _(no cross-audit findings mapped to this aggregate)_
## Struct shape (inferred from producer returns)
_(no producers; cannot infer shape)_
_(no field access data; cannot infer shape)_
## Optimization candidates
@@ -102,3 +111,10 @@ _(no optimization candidates generated)_
ToolDefinition: 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.
## Evidence appendix
### Frequency evidence
| function | frequency | source | note |
|---|---|---|---|
| `src.ai_client._build_anthropic_tools` | `per_turn` | `static_analysis` | producer from src\ai_client.py |
| `src.ai_client._build_deepseek_tools` | `per_turn` | `static_analysis` | producer from src\ai_client.py |
docs/reports/code_path_audit/2026-06-22/aggregates/ToolDefinition.tree
+5 -3
View File
@@ -1,12 +1,14 @@
Metadata: ToolDefinition
|- kind: typealias
|- memory_dim: control
|- producers: [0]
|- producers: [2]
| |- src.ai_client._build_anthropic_tools (producer)
| |- src.ai_client._build_deepseek_tools (producer)
|- consumers: [0]
|- access_pattern: mixed
|- frequency: per_turn
|- result_coverage: 0 producers, 0 consumers
|- result_coverage: 2 producers, 0 consumers
|- type_alias_coverage: 0 sites
|- cross_audit_findings: 0 findings
|- cross_audit_findings: 1 findings
|- decomposition_cost: insufficient_data (470 us)
|- optimization_candidates: [0]
docs/reports/code_path_audit/2026-06-22/call_graph.md
+178 -102
View File
@@ -2,132 +2,204 @@
Functions that are producers or consumers of each aggregate, grouped by file.
## Metadata (77 producers + 35 consumers)
## Metadata (117 producers + 66 consumers)
| role | fqname | file |
|---|---|---|
| producer | `src.api_hook_client.get_performance` | `src\api_hook_client.py` |
| producer | `src.app_controller.get_performance` | `src\app_controller.py` |
| producer | `src.ai_client._send_cli_round_result` | `src\ai_client.py` |
| producer | `src.api_hook_client.post_session` | `src\api_hook_client.py` |
| producer | `src.app_controller.wait` | `src\app_controller.py` |
| producer | `src.app_controller.get_diagnostics` | `src\app_controller.py` |
| producer | `src.models._load_config_from_disk` | `src\models.py` |
| producer | `src.app_controller.get_gui_state` | `src\app_controller.py` |
| producer | `src.app_controller._api_status` | `src\app_controller.py` |
| producer | `src.app_controller._api_token_stats` | `src\app_controller.py` |
| producer | `src.ai_client.ollama_chat` | `src\ai_client.py` |
| producer | `src.api_hook_client.get_financial_metrics` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.get_status` | `src\api_hook_client.py` |
| producer | `src.app_controller._api_get_api_session` | `src\app_controller.py` |
| producer | `src.app_controller._api_get_context` | `src\app_controller.py` |
| producer | `src.models.to_dict` | `src\models.py` |
| producer | `src.api_hook_client.get_gui_diagnostics` | `src\api_hook_client.py` |
| producer | `src.models.to_dict` | `src\models.py` |
| producer | `src.app_controller._api_get_api_project` | `src\app_controller.py` |
| producer | `src.api_hook_client.clear_events` | `src\api_hook_client.py` |
| producer | `src.ai_client._build_chunked_context_blocks` | `src\ai_client.py` |
| producer | `src.app_controller.get_api_project` | `src\app_controller.py` |
| producer | `src.app_controller._api_get_performance` | `src\app_controller.py` |
| producer | `src.app_controller.status` | `src\app_controller.py` |
| producer | `src.ai_client._add_bleed_derived` | `src\ai_client.py` |
| producer | `src.api_hook_client.get_context_state` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.get_gui_health` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.post_project` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.select_list_item` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.get_io_pool_status` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.reject_patch` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.get_system_telemetry` | `src\api_hook_client.py` |
| producer | `src.app_controller._api_get_gui_state` | `src\app_controller.py` |
| producer | `src.app_controller._api_get_session` | `src\app_controller.py` |
| producer | `src.project_manager.load_history` | `src\project_manager.py` |
| producer | `src.app_controller.load_config` | `src\app_controller.py` |
| producer | `src.app_controller._api_get_mma_status` | `src\app_controller.py` |
| producer | `src.models.to_dict` | `src\models.py` |
| producer | `src.models.to_dict` | `src\models.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.get_startup_timeline` | `src\api_hook_client.py` |
| producer | `src.models.to_dict` | `src\models.py` |
| producer | `src.app_controller._offload_entry_payload` | `src\app_controller.py` |
| producer | `src.app_controller.generate` | `src\app_controller.py` |
| producer | `src.api_hook_client.get_session` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.get_status` | `src\api_hook_client.py` |
| producer | `src.app_controller.token_stats` | `src\app_controller.py` |
| producer | `src.project_manager.flat_config` | `src\project_manager.py` |
| producer | `src.project_manager.default_discussion` | `src\project_manager.py` |
| producer | `src.app_controller.get_mma_status` | `src\app_controller.py` |
| producer | `src.app_controller.get_session_insights` | `src\app_controller.py` |
| producer | `src.api_hook_client._make_request` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.right_click` | `src\api_hook_client.py` |
| producer | `src.ai_client._send_cli_round_result` | `src\ai_client.py` |
| producer | `src.models.to_dict` | `src\models.py` |
| producer | `src.ai_client._parse_tool_args_result` | `src\ai_client.py` |
| producer | `src.api_hook_client.push_event` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.get_project_switch_status` | `src\api_hook_client.py` |
| producer | `src.project_manager.str_to_entry` | `src\project_manager.py` |
| producer | `src.api_hook_client.trigger_patch` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.select_tab` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.post_gui` | `src\api_hook_client.py` |
| producer | `src.app_controller._api_get_api_project` | `src\app_controller.py` |
| producer | `src.app_controller._api_generate` | `src\app_controller.py` |
| producer | `src.app_controller._api_get_session` | `src\app_controller.py` |
| producer | `src.project_manager.str_to_entry` | `src\project_manager.py` |
| producer | `src.app_controller._api_get_gui_state` | `src\app_controller.py` |
| producer | `src.api_hook_client.click` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.get_gui_state` | `src\api_hook_client.py` |
| producer | `src.project_manager.default_discussion` | `src\project_manager.py` |
| producer | `src.ai_client._get_anthropic_tools` | `src\ai_client.py` |
| producer | `src.app_controller.load_config` | `src\app_controller.py` |
| producer | `src.project_manager.load_project` | `src\project_manager.py` |
| producer | `src.api_hook_client.post_project` | `src\api_hook_client.py` |
| producer | `src.models.parse_history_entries` | `src\models.py` |
| producer | `src.ai_client.get_gemini_cache_stats` | `src\ai_client.py` |
| producer | `src.app_controller.pending_actions` | `src\app_controller.py` |
| producer | `src.app_controller._api_get_performance` | `src\app_controller.py` |
| producer | `src.ai_client._content_block_to_dict` | `src\ai_client.py` |
| producer | `src.api_hook_client.get_patch_status` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.push_event` | `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.api_hook_client.get_project` | `src\api_hook_client.py` |
| producer | `src.models.to_dict` | `src\models.py` |
| producer | `src.app_controller._api_get_context` | `src\app_controller.py` |
| producer | `src.app_controller.status` | `src\app_controller.py` |
| producer | `src.ai_client._strip_private_keys` | `src\ai_client.py` |
| producer | `src.api_hook_client.get_performance` | `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.api_hook_client.select_list_item` | `src\api_hook_client.py` |
| producer | `src.ai_client._add_bleed_derived` | `src\ai_client.py` |
| producer | `src.api_hook_client.get_warmup_status` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.get_warmup_wait` | `src\api_hook_client.py` |
| producer | `src.models.to_dict` | `src\models.py` |
| producer | `src.app_controller._api_generate` | `src\app_controller.py` |
| producer | `src.project_manager.get_all_tracks` | `src\project_manager.py` |
| producer | `src.app_controller._api_status` | `src\app_controller.py` |
| producer | `src.app_controller._api_token_stats` | `src\app_controller.py` |
| producer | `src.api_hook_client.get_project_switch_status` | `src\api_hook_client.py` |
| producer | `src.app_controller._api_get_api_session` | `src\app_controller.py` |
| producer | `src.api_hook_client.post_session` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.get_system_telemetry` | `src\api_hook_client.py` |
| producer | `src.ai_client._parse_tool_args_result` | `src\ai_client.py` |
| producer | `src.api_hook_client.wait_for_project_switch` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.get_events` | `src\api_hook_client.py` |
| producer | `src.app_controller.get_context` | `src\app_controller.py` |
| producer | `src.ai_client._extract_dashscope_tool_calls` | `src\ai_client.py` |
| producer | `src.api_hook_client.get_gui_health` | `src\api_hook_client.py` |
| producer | `src.models.to_dict` | `src\models.py` |
| producer | `src.ai_client.get_comms_log` | `src\ai_client.py` |
| producer | `src.project_manager.default_project` | `src\project_manager.py` |
| producer | `src.api_hook_client.apply_patch` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.get_warmup_wait` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.get_warmup_canaries` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.get_financial_metrics` | `src\api_hook_client.py` |
| producer | `src.models._load_config_from_disk` | `src\models.py` |
| producer | `src.ai_client.get_token_stats` | `src\ai_client.py` |
| producer | `src.aggregate.build_file_items` | `src\aggregate.py` |
| producer | `src.app_controller.get_session_insights` | `src\app_controller.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._pending_mma_approval` | `src\app_controller.py` |
| producer | `src.api_hook_client.drag` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.post_project` | `src\api_hook_client.py` |
| producer | `src.app_controller.wait` | `src\app_controller.py` |
| producer | `src.app_controller.get_session` | `src\app_controller.py` |
| producer | `src.app_controller._api_get_mma_status` | `src\app_controller.py` |
| producer | `src.app_controller._api_pending_actions` | `src\app_controller.py` |
| producer | `src.api_hook_client.get_node_status` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.get_io_pool_status` | `src\api_hook_client.py` |
| producer | `src.app_controller.get_mma_status` | `src\app_controller.py` |
| producer | `src.models.to_dict` | `src\models.py` |
| producer | `src.models.to_dict` | `src\models.py` |
| producer | `src.app_controller._pending_mma_spawn` | `src\app_controller.py` |
| producer | `src.app_controller.get_performance` | `src\app_controller.py` |
| producer | `src.api_hook_client.wait_for_event` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.get_context_state` | `src\api_hook_client.py` |
| producer | `src.ai_client._dashscope_call` | `src\ai_client.py` |
| producer | `src.app_controller.get_diagnostics` | `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.ai_client._load_credentials` | `src\ai_client.py` |
| producer | `src.app_controller._api_get_diagnostics` | `src\app_controller.py` |
| producer | `src.api_hook_client.get_session` | `src\api_hook_client.py` |
| producer | `src.app_controller._offload_entry_payload` | `src\app_controller.py` |
| producer | `src.api_hook_client.get_startup_timeline` | `src\api_hook_client.py` |
| producer | `src.project_manager.migrate_from_legacy_config` | `src\project_manager.py` |
| producer | `src.api_hook_client.get_mma_workers` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.drag` | `src\api_hook_client.py` |
| producer | `src.ai_client.get_token_stats` | `src\ai_client.py` |
| producer | `src.api_hook_client.get_node_status` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.apply_patch` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.set_value` | `src\api_hook_client.py` |
| producer | `src.app_controller.get_session` | `src\app_controller.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.app_controller.get_api_session` | `src\app_controller.py` |
| producer | `src.ai_client._pre_dispatch` | `src\ai_client.py` |
| producer | `src.models.to_dict` | `src\models.py` |
| producer | `src.api_hook_client.get_mma_status` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.get_gui_state` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.right_click` | `src\api_hook_client.py` |
| producer | `src.project_manager.default_project` | `src\project_manager.py` |
| producer | `src.api_hook_client.get_patch_status` | `src\api_hook_client.py` |
| producer | `src.project_manager.load_project` | `src\project_manager.py` |
| producer | `src.api_hook_client.trigger_patch` | `src\api_hook_client.py` |
| producer | `src.ai_client._dashscope_call` | `src\ai_client.py` |
| producer | `src.api_hook_client.get_project` | `src\api_hook_client.py` |
| producer | `src.app_controller.generate` | `src\app_controller.py` |
| producer | `src.ai_client._content_block_to_dict` | `src\ai_client.py` |
| producer | `src.api_hook_client.get_gui_diagnostics` | `src\api_hook_client.py` |
| producer | `src.ai_client.get_gemini_cache_stats` | `src\ai_client.py` |
| producer | `src.api_hook_client.click` | `src\api_hook_client.py` |
| consumer | `src.ai_client._strip_stale_file_refreshes` | `src\ai_client.py` |
| consumer | `src.project_manager.format_discussion` | `src\project_manager.py` |
| consumer | `src.aggregate._build_files_section_from_items` | `src\aggregate.py` |
| consumer | `src.ai_client._append_comms` | `src\ai_client.py` |
| consumer | `src.ai_client._trim_anthropic_history` | `src\ai_client.py` |
| consumer | `src.models._save_config_to_disk` | `src\models.py` |
| consumer | `src.app_controller._on_comms_entry` | `src\app_controller.py` |
| consumer | `src.ai_client._execute_single_tool_call_async` | `src\ai_client.py` |
| consumer | `src.ai_client._dashscope_call` | `src\ai_client.py` |
| consumer | `src.ai_client.ollama_chat` | `src\ai_client.py` |
| consumer | `src.ai_client._pre_dispatch` | `src\ai_client.py` |
| consumer | `src.ai_client._strip_cache_controls` | `src\ai_client.py` |
| consumer | `src.ai_client._estimate_prompt_tokens` | `src\ai_client.py` |
| consumer | `src.ai_client._add_history_cache_breakpoint` | `src\ai_client.py` |
| consumer | `src.project_manager.flat_config` | `src\project_manager.py` |
| consumer | `src.app_controller._offload_entry_payload` | `src\app_controller.py` |
| consumer | `src.ai_client._repair_minimax_history` | `src\ai_client.py` |
| consumer | `src.ai_client._strip_private_keys` | `src\ai_client.py` |
| consumer | `src.ai_client._repair_deepseek_history` | `src\ai_client.py` |
| consumer | `src.project_manager.entry_to_str` | `src\project_manager.py` |
| consumer | `src.aggregate.build_tier3_context` | `src\aggregate.py` |
| consumer | `src.ai_client._estimate_message_tokens` | `src\ai_client.py` |
| consumer | `src.project_manager.migrate_from_legacy_config` | `src\project_manager.py` |
| consumer | `src.aggregate.run` | `src\aggregate.py` |
| consumer | `src.models.from_dict` | `src\models.py` |
| consumer | `src.project_manager.save_project` | `src\project_manager.py` |
| producer | `src.api_hook_client.set_value` | `src\api_hook_client.py` |
| producer | `src.project_manager.load_history` | `src\project_manager.py` |
| producer | `src.ai_client.ollama_chat` | `src\ai_client.py` |
| producer | `src.app_controller.get_gui_state` | `src\app_controller.py` |
| consumer | `src.aggregate.build_markdown_from_items` | `src\aggregate.py` |
| consumer | `src.app_controller._start_track_logic` | `src\app_controller.py` |
| consumer | `src.ai_client._send_anthropic` | `src\ai_client.py` |
| consumer | `src.app_controller._refresh_api_metrics` | `src\app_controller.py` |
| consumer | `src.app_controller._start_track_logic_result` | `src\app_controller.py` |
| consumer | `src.ai_client._add_bleed_derived` | `src\ai_client.py` |
| consumer | `src.models.from_dict` | `src\models.py` |
| consumer | `src.ai_client._add_history_cache_breakpoint` | `src\ai_client.py` |
| consumer | `src.ai_client._append_comms` | `src\ai_client.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.ai_client._dashscope_call` | `src\ai_client.py` |
| consumer | `src.models.from_dict` | `src\models.py` |
| consumer | `src.ai_client._send_grok` | `src\ai_client.py` |
| consumer | `src.models.from_dict` | `src\models.py` |
| consumer | `src.models.from_dict` | `src\models.py` |
| consumer | `src.aggregate.build_tier3_context` | `src\aggregate.py` |
| consumer | `src.aggregate.build_markdown_no_history` | `src\aggregate.py` |
| consumer | `src.ai_client._invalidate_token_estimate` | `src\ai_client.py` |
| consumer | `src.ai_client._repair_anthropic_history` | `src\ai_client.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.models.from_dict` | `src\models.py` |
| consumer | `src.app_controller._on_comms_entry` | `src\app_controller.py` |
| consumer | `src.aggregate.run` | `src\aggregate.py` |
| consumer | `src.ai_client._trim_minimax_history` | `src\ai_client.py` |
| consumer | `src.app_controller._start_track_logic` | `src\app_controller.py` |
| consumer | `src.project_manager.save_project` | `src\project_manager.py` |
| consumer | `src.ai_client._send_gemini` | `src\ai_client.py` |
| consumer | `src.models.from_dict` | `src\models.py` |
| consumer | `src.project_manager.format_discussion` | `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.ai_client._repair_anthropic_history` | `src\ai_client.py` |
| consumer | `src.ai_client._pre_dispatch` | `src\ai_client.py` |
| consumer | `src.ai_client._strip_stale_file_refreshes` | `src\ai_client.py` |
| consumer | `src.ai_client.send` | `src\ai_client.py` |
| consumer | `src.app_controller._offload_entry_payload` | `src\app_controller.py` |
| consumer | `src.app_controller._start_track_logic_result` | `src\app_controller.py` |
| consumer | `src.ai_client._send_minimax` | `src\ai_client.py` |
| consumer | `src.ai_client._send_llama_native` | `src\ai_client.py` |
| consumer | `src.models.from_dict` | `src\models.py` |
| consumer | `src.ai_client._create_gemini_cache_result` | `src\ai_client.py` |
| consumer | `src.project_manager.entry_to_str` | `src\project_manager.py` |
| consumer | `src.models.from_dict` | `src\models.py` |
| consumer | `src.models.from_dict` | `src\models.py` |
| consumer | `src.models._save_config_to_disk` | `src\models.py` |
| consumer | `src.ai_client._send_qwen` | `src\ai_client.py` |
| consumer | `src.models.from_dict` | `src\models.py` |
| consumer | `src.models.from_dict` | `src\models.py` |
| consumer | `src.ai_client._trim_anthropic_history` | `src\ai_client.py` |
| consumer | `src.ai_client._strip_private_keys` | `src\ai_client.py` |
| consumer | `src.ai_client._estimate_prompt_tokens` | `src\ai_client.py` |
| consumer | `src.ai_client.ollama_chat` | `src\ai_client.py` |
| consumer | `src.ai_client._execute_single_tool_call_async` | `src\ai_client.py` |
| consumer | `src.project_manager.flat_config` | `src\project_manager.py` |
| consumer | `src.ai_client._send_deepseek` | `src\ai_client.py` |
| consumer | `src.ai_client._send_llama` | `src\ai_client.py` |
| consumer | `src.ai_client._add_bleed_derived` | `src\ai_client.py` |
| consumer | `src.ai_client._send_gemini_cli` | `src\ai_client.py` |
| consumer | `src.aggregate._build_files_section_from_items` | `src\aggregate.py` |
| consumer | `src.models.from_dict` | `src\models.py` |
| consumer | `src.models.from_dict` | `src\models.py` |
| consumer | `src.ai_client._invalidate_token_estimate` | `src\ai_client.py` |
| consumer | `src.models.from_dict` | `src\models.py` |
| consumer | `src.ai_client._strip_cache_controls` | `src\ai_client.py` |
| consumer | `src.models.from_dict` | `src\models.py` |
| consumer | `src.models.from_dict` | `src\models.py` |
| consumer | `src.ai_client._estimate_message_tokens` | `src\ai_client.py` |
## FileItem (0 producers + 0 consumers)
_(no producers or consumers)_
## FileItems (0 producers + 3 consumers)
## FileItems (0 producers + 4 consumers)
| role | fqname | file |
|---|---|---|
| consumer | `src.ai_client._build_file_diff_text` | `src\ai_client.py` |
| consumer | `src.ai_client.run_with_tool_loop` | `src\ai_client.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` |
@@ -139,20 +211,24 @@ _(no producers or consumers)_
_(no producers or consumers)_
## HistoryMessage (0 producers + 2 consumers)
## HistoryMessage (1 producers + 2 consumers)
| role | fqname | file |
|---|---|---|
| consumer | `src.provider_state.replace_all` | `src\provider_state.py` |
| producer | `src.provider_state.get_all` | `src\provider_state.py` |
| consumer | `src.provider_state.append` | `src\provider_state.py` |
| consumer | `src.provider_state.replace_all` | `src\provider_state.py` |
## History (0 producers + 0 consumers)
_(no producers or consumers)_
## ToolDefinition (0 producers + 0 consumers)
## ToolDefinition (2 producers + 0 consumers)
_(no producers or consumers)_
| role | fqname | file |
|---|---|---|
| producer | `src.ai_client._build_anthropic_tools` | `src\ai_client.py` |
| producer | `src.ai_client._build_deepseek_tools` | `src\ai_client.py` |
## ToolCall (1 producers + 1 consumers)
docs/reports/code_path_audit/2026-06-22/cross_audit_summary.md
+1 -1
View File
@@ -9,7 +9,7 @@
| CommsLog | 0 | 0 | 0 | 0 | 0 | 0 |
| HistoryMessage | 0 | 0 | 0 | 0 | 0 | 0 |
| History | 0 | 0 | 0 | 0 | 0 | 0 |
| ToolDefinition | 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 |
docs/reports/code_path_audit/2026-06-22/dead_fields.md
+9 -1
View File
@@ -4,9 +4,17 @@ Fields that appear in producer return shapes but are never read by any consumer.
### `Metadata`
Fields read by at least one consumer: 53
Fields read by at least one consumer: 55
### `FileItems`
Fields read by at least one consumer: 1
| field | read count |
|---|---|
| `append` | 2 |
### `HistoryMessage`
Fields read by at least one consumer: 2
docs/reports/code_path_audit/2026-06-22/decomposition_matrix.md
+4 -4
View File
@@ -4,14 +4,14 @@
| Aggregate | Producers | Consumers | Struct fields | Current cost (us/turn) | Direction | Actionable savings (us/turn) |
|---|---|---|---|---|---|---|
| `Metadata` | 77 | 35 | 10 | 720 | `hold` | 0 |
| `Metadata` | 117 | 66 | 10 | 720 | `hold` | 0 |
| `FileItem` | 0 | 0 | 5 | 470 | `insufficient_data` | 0 |
| `FileItems` | 0 | 3 | 5 | 470 | `hold` | 70 |
| `FileItems` | 0 | 4 | 5 | 470 | `hold` | 70 |
| `CommsLogEntry` | 0 | 0 | 5 | 470 | `insufficient_data` | 0 |
| `CommsLog` | 0 | 0 | 5 | 470 | `insufficient_data` | 0 |
| `HistoryMessage` | 0 | 2 | 5 | 470 | `insufficient_data` | 0 |
| `HistoryMessage` | 1 | 2 | 5 | 470 | `insufficient_data` | 0 |
| `History` | 0 | 0 | 5 | 470 | `insufficient_data` | 0 |
| `ToolDefinition` | 0 | 0 | 5 | 470 | `insufficient_data` | 0 |
| `ToolDefinition` | 2 | 0 | 5 | 470 | `insufficient_data` | 0 |
| `ToolCall` | 1 | 1 | 5 | 470 | `hold` | 70 |
| `Result` | 0 | 0 | 5 | 470 | `insufficient_data` | 0 |
docs/reports/code_path_audit/2026-06-22/field_usage.md
+3 -2
View File
@@ -4,16 +4,17 @@ Cross-aggregate analysis of which fields are accessed how often across the codeb
| aggregate | field | total accesses |
|---|---|---|
| `FileItems` | `append` | 2 |
| `HistoryMessage` | `lock` | 2 |
| `HistoryMessage` | `messages` | 2 |
| `Metadata` | `get` | 39 |
| `Metadata` | `content` | 21 |
| `Metadata` | `marker` | 21 |
| `Metadata` | `pop` | 10 |
| `Metadata` | `session_usage` | 7 |
| `Metadata` | `files` | 5 |
| `Metadata` | `ai_status` | 5 |
| `Metadata` | `_pending_history_adds_lock` | 4 |
| `Metadata` | `_pending_history_adds` | 4 |
| `Metadata` | `ui_auto_add_history` | 3 |
| `Metadata` | `append` | 3 |
| `Metadata` | `discussion` | 2 |
| `ToolCall` | `to_dict` | 1 |
docs/reports/code_path_audit/2026-06-22/hot_paths.md
+2 -1
View File
@@ -18,6 +18,7 @@ Functions on the per-LLM-turn path (high-frequency consumers).
| function | pattern | total field accesses |
|---|---|---|
| `src.ai_client.run_with_tool_loop` | `whole_struct` | 2 |
| `src.ai_client._build_file_diff_text` | `whole_struct` | 0 |
| `src.ai_client._build_file_context_text` | `whole_struct` | 0 |
| `src.ai_client._reread_file_items_result` | `whole_struct` | 0 |
@@ -26,8 +27,8 @@ Functions on the per-LLM-turn path (high-frequency consumers).
| function | pattern | total field accesses |
|---|---|---|
| `src.provider_state.replace_all` | `mixed` | 2 |
| `src.provider_state.append` | `mixed` | 2 |
| `src.provider_state.replace_all` | `mixed` | 2 |
### `ToolCall`
docs/reports/code_path_audit/2026-06-22/organization_deductions.md
+11 -9
View File
@@ -11,11 +11,13 @@ Cross-aggregate view of codebase organization. Verdicts derived from SSDL analys
| file | aggregates produced | aggregates consumed |
|---|---|---|
| `src\ai_client.py` | 1 | 2 |
| `src\ai_client.py` | 2 | 2 |
| `src\aggregate.py` | 1 | 1 |
| `src\app_controller.py` | 1 | 1 |
| `src\models.py` | 1 | 1 |
| `src\openai_compatible.py` | 1 | 1 |
| `src\project_manager.py` | 1 | 1 |
| `src\provider_state.py` | 1 | 1 |
| `src\api_hook_client.py` | 1 | 0 |
### Files with high coupling (producers + consumers >= 8)
@@ -29,9 +31,9 @@ These files are the central nervous system of the codebase. Changes ripple acros
| Aggregate | Verdict | Notes |
|---|---|---|
| `Metadata` | needs restructuring | 6 nil checks; 0% field efficiency; 1125904201862042 effective codepaths |
| `Metadata` | needs restructuring | 9 nil checks; 0% field efficiency; 40140116231395706750390 effective codepaths |
| `FileItem` | needs restructuring | 0% field efficiency |
| `FileItems` | needs restructuring | 1 nil checks; 0% field efficiency; 104 effective codepaths |
| `FileItems` | needs restructuring | 2 nil checks; 0% field efficiency; 8388712 effective codepaths |
| `CommsLogEntry` | needs restructuring | 0% field efficiency |
| `CommsLog` | needs restructuring | 0% field efficiency |
| `HistoryMessage` | needs restructuring | 0% field efficiency |
@@ -46,12 +48,12 @@ These files are the central nervous system of the codebase. Changes ripple acros
Top restructuring routes (by effective codepath count):
1. **`Metadata`**: 1125904201862042 effective codepaths (0% field efficiency)
- Apply nil sentinel to 6 nil-check functions
- Migrate to immediate-mode cache for 130 field-access sites
2. **`FileItems`**: 104 effective codepaths (0% field efficiency)
- Apply nil sentinel to 1 nil-check functions
- Migrate to immediate-mode cache for 0 field-access sites
1. **`Metadata`**: 40140116231395706750390 effective codepaths (0% field efficiency)
- Apply nil sentinel to 9 nil-check functions
- Migrate to immediate-mode cache for 173 field-access sites
2. **`FileItems`**: 8388712 effective codepaths (0% field efficiency)
- Apply nil sentinel to 2 nil-check functions
- Migrate to immediate-mode cache for 2 field-access sites
3. **`HistoryMessage`**: 4 effective codepaths (0% field efficiency)
- Apply nil sentinel to 0 nil-check functions
- Migrate to immediate-mode cache for 4 field-access sites
docs/reports/code_path_audit/2026-06-22/ssdl_analysis.md
+24 -24
View File
@@ -6,8 +6,8 @@ Per-aggregate analysis: effective codepaths, branch points, defusing opportuniti
| Aggregate | Consumers | Total branches | Effective codepaths | Field efficiency |
|---|---|---|---|---|
| `Metadata` | 35 | 251 | 1125904201862042 | 0% |
| `FileItems` | 3 | 14 | 104 | 0% |
| `Metadata` | 66 | 541 | 40140116231395706750390 | 0% |
| `FileItems` | 4 | 37 | 8388712 | 0% |
| `HistoryMessage` | 2 | 2 | 4 | 0% |
| `ToolCall` | 1 | 0 | 1 | 0% |
| `FileItem` | 0 | 0 | 0 | 0% |
@@ -21,38 +21,45 @@ Per-aggregate analysis: effective codepaths, branch points, defusing opportuniti
### `Metadata` - Generational Handles `[I:ResolveHandle] -> [B:Gen matches?] -> [N|safe]`
- **Location:** Metadata consumers have 251 explicit branch points total
- **Current state:** Branch explosion: 251 branches = 1125904201862042 effective codepaths
- **Location:** Metadata 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:** 1125904201862042 -> 35
- **Effective codepaths:** 40140116231395706750390 -> 66
### `Metadata` - Immediate-Mode Cache `[Q:key] -> [I:FetchCached] -> [T]`
- **Location:** Metadata consumers access 130 sites, only 0 typed (0%)
- **Location:** Metadata consumers access 173 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 130 field-check branches to 1 cache lookup.
- **Effective codepaths:** 1125904201862042 -> 130
- **Recommended change:** Introduce a `metadata_cache` keyed lookup. Consumers request by key, get cached value, no field-existence checks. Reduces 173 field-check branches to 1 cache lookup.
- **Effective codepaths:** 40140116231395706750390 -> 173
### `FileItems` - Immediate-Mode Cache `[Q:key] -> [I:FetchCached] -> [T]`
- **Location:** FileItems consumers access 0 sites, only 0 typed (0%)
- **Location:** FileItems consumers access 2 sites, only 0 typed (0%)
- **Current state:** Many consumers use wildcard or defensive access patterns
- **Recommended change:** Introduce a `fileitems_cache` keyed lookup. Consumers request by key, get cached value, no field-existence checks. Reduces 0 field-check branches to 1 cache lookup.
- **Effective codepaths:** 104 -> 1
- **Recommended change:** Introduce a `fileitems_cache` keyed lookup. Consumers request by key, get cached value, no field-existence checks. Reduces 2 field-check branches to 1 cache lookup.
- **Effective codepaths:** 8388712 -> 2
### `FileItems` - Generational Handles `[I:ResolveHandle] -> [B:Gen matches?] -> [N|safe]`
- **Location:** FileItems consumers have 37 explicit branch points total
- **Current state:** Branch explosion: 37 branches = 8388712 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:** 8388712 -> 4
### `Metadata` - Nil Sentinel `[N]`
- **Location:** 6 consumer functions have `is None` / `== None` checks
- **Current state:** 6 nil-check branches contribute to branch explosion
- **Location:** 9 consumer functions have `is None` / `== None` checks
- **Current state:** 9 nil-check branches contribute to branch explosion
- **Recommended change:** Introduce a module-level `NIL_<AGGREGATE>` sentinel whose field accesses return safe defaults. Replace None checks with the sentinel. Collapses 2^branch_count into ~1.
- **Effective codepaths:** 1125904201862042 -> 1125904201862030
- **Effective codepaths:** 40140116231395706750390 -> 40140116231395706750372
### `FileItems` - Nil Sentinel `[N]`
- **Location:** 1 consumer function have `is None` / `== None` checks
- **Current state:** 1 nil-check branches contribute to branch explosion
- **Location:** 2 consumer functions have `is None` / `== None` checks
- **Current state:** 2 nil-check branches contribute to branch explosion
- **Recommended change:** Introduce a module-level `NIL_<AGGREGATE>` sentinel whose field accesses return safe defaults. Replace None checks with the sentinel. Collapses 2^branch_count into ~1.
- **Effective codepaths:** 104 -> 102
- **Effective codepaths:** 8388712 -> 8388708
### `HistoryMessage` - Immediate-Mode Cache `[Q:key] -> [I:FetchCached] -> [T]`
@@ -81,10 +88,3 @@ Per-aggregate analysis: effective codepaths, branch points, defusing opportuniti
- **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 0 field-check branches to 1 cache lookup.
- **Effective codepaths:** 0 -> 1
### `CommsLog` - Immediate-Mode Cache `[Q:key] -> [I:FetchCached] -> [T]`
- **Location:** CommsLog consumers access 0 sites, only 0 typed (0%)
- **Current state:** Many consumers use wildcard or defensive access patterns
- **Recommended change:** Introduce a `commslog_cache` keyed lookup. Consumers request by key, get cached value, no field-existence checks. Reduces 0 field-check branches to 1 cache lookup.
- **Effective codepaths:** 0 -> 1
docs/reports/code_path_audit/2026-06-22/summary.md
+13 -13
View File
@@ -4,8 +4,8 @@ Generated for 13 aggregates on 2026-06-22
- **Real aggregates (in scope):** 10
- **Candidate aggregates (placeholders):** 3
- **Total producers:** 78
- **Total consumers:** 41
- **Total producers:** 121
- **Total consumers:** 73
- **Total current cost (us/turn):** 4950
- **Total actionable savings (us/turn):** 140
@@ -23,13 +23,13 @@ Generated for 13 aggregates on 2026-06-22
| `CommsLog` | `typealias` | `discussion` | `mixed` | 0 | 0 |
| `CommsLogEntry` | `typealias` | `discussion` | `mixed` | 0 | 0 |
| `FileItem` | `typealias` | `curation` | `mixed` | 0 | 0 |
| `FileItems` | `typealias` | `curation` | `whole_struct` | 0 | 3 |
| `FileItems` | `typealias` | `curation` | `whole_struct` | 0 | 4 |
| `History` | `typealias` | `discussion` | `mixed` | 0 | 0 |
| `HistoryMessage` | `typealias` | `discussion` | `mixed` | 0 | 2 |
| `Metadata` | `typealias` | `discussion` | `whole_struct` | 77 | 35 |
| `HistoryMessage` | `typealias` | `discussion` | `mixed` | 1 | 2 |
| `Metadata` | `typealias` | `discussion` | `whole_struct` | 117 | 66 |
| `Result` | `typealias` | `control` | `mixed` | 0 | 0 |
| `ToolCall` | `typealias` | `control` | `whole_struct` | 1 | 1 |
| `ToolDefinition` | `typealias` | `control` | `mixed` | 0 | 0 |
| `ToolDefinition` | `typealias` | `control` | `mixed` | 2 | 0 |
| `ChatMessage` | `candidate_dataclass` | `discussion` | `mixed` | 0 | 0 |
| `ProviderHistory` | `candidate_dataclass` | `unknown` | `mixed` | 0 | 0 |
| `ToolSpec` | `candidate_dataclass` | `unknown` | `mixed` | 0 | 0 |
@@ -56,8 +56,8 @@ Generated for 13 aggregates on 2026-06-22
### `FileItems`
- **Result coverage:** 0 producers, 3 consumers
- **Type alias coverage:** 0 sites
- **Result coverage:** 0 producers, 4 consumers
- **Type alias coverage:** 2 sites; 0 typed (0%); 2 untyped (100%)
- **Cross-audit findings (total sites):** 0
### `History`
@@ -68,14 +68,14 @@ Generated for 13 aggregates on 2026-06-22
### `HistoryMessage`
- **Result coverage:** 0 producers, 2 consumers
- **Result coverage:** 1 producers, 2 consumers
- **Type alias coverage:** 4 sites; 0 typed (0%); 4 untyped (100%)
- **Cross-audit findings (total sites):** 0
### `Metadata`
- **Result coverage:** 77 producers, 35 consumers
- **Type alias coverage:** 130 sites; 0 typed (0%); 130 untyped (100%)
- **Result coverage:** 96 producers, 46 consumers
- **Type alias coverage:** 173 sites; 0 typed (0%); 173 untyped (100%)
- **Cross-audit findings (total sites):** 1
### `Result`
@@ -92,6 +92,6 @@ Generated for 13 aggregates on 2026-06-22
### `ToolDefinition`
- **Result coverage:** 0 producers, 0 consumers
- **Result coverage:** 2 producers, 0 consumers
- **Type alias coverage:** 0 sites
- **Cross-audit findings (total sites):** 0
- **Cross-audit findings (total sites):** 1
src/code_path_audit.py
+66 -34
View File
@@ -158,6 +158,7 @@ class ProducerConsumerGraph:
edges: dict[tuple[str, str], set[str]] = field(default_factory=dict)
producers: dict[str, set[FunctionRef]] = field(default_factory=dict)
consumers: dict[str, set[FunctionRef]] = field(default_factory=dict)
field_accesses: dict[tuple[str, str], tuple[str, int]] = field(default_factory=dict)
def add_producer(self, aggregate: str, function: FunctionRef) -> None:
self.producers.setdefault(aggregate, set()).add(function)
@@ -165,50 +166,80 @@ class ProducerConsumerGraph:
def add_consumer(self, aggregate: str, function: FunctionRef) -> None:
self.consumers.setdefault(aggregate, set()).add(function)
def P1_pass(tree: ast.Module, file: str) -> list[tuple[str, str, str, str]]:
def add_field_access(self, function: str, key: str, kind: str, count: int, line: int) -> None:
self.field_accesses[(function, key)] = (kind, count)
def _extract_type_name(ann: ast.expr) -> str | None:
"""Extract the type name from any annotation AST node.
Handles: Name, Optional[T], list[T], dict[str, T], Result[T],
Union[T, ...], T | None (PEP 604).
"""
if isinstance(ann, ast.Name):
return ann.id
if isinstance(ann, ast.Subscript):
value = ann.value
sl = ann.slice
if isinstance(value, ast.Name):
if value.id in ("Optional", "list", "List", "tuple", "Tuple", "set", "Set", "frozenset", "Mapping", "Dict", "dict"):
if isinstance(sl, ast.Name):
return sl.id
if isinstance(sl, ast.Subscript) and isinstance(sl.value, ast.Name):
return sl.value.id
if isinstance(sl, ast.Tuple) and sl.elts:
first = sl.elts[0]
if isinstance(first, ast.Name):
return first.id
if isinstance(first, ast.Subscript) and isinstance(first.value, ast.Name):
return first.value.id
if value.id == "Result":
if isinstance(sl, ast.Name):
return sl.id
if isinstance(sl, ast.Subscript) and isinstance(sl.value, ast.Name):
return sl.value.id
if isinstance(sl, ast.Tuple) and sl.elts:
first = sl.elts[0]
if isinstance(first, ast.Name):
return first.id
if isinstance(ann, ast.BinOp) and isinstance(ann.op, ast.BitOr):
left = _extract_type_name(ann.left)
right = _extract_type_name(ann.right)
return left if left and left != "None" else right
return None
def P1_pass(tree: ast.Module, file: str) -> list[tuple[str, str, str, str, int]]:
"""AST pass 1: detect producers of T and Result[T] via return annotations."""
out: list[tuple[str, str, str, str]] = []
out: list[tuple[str, str, str, str, int]] = []
for node in ast.walk(tree):
if not isinstance(node, (ast.FunctionDef, ast.AsyncFunctionDef)):
continue
if node.returns is None:
continue
ret = node.returns
if isinstance(ret, ast.Name):
aggregate = ret.id
out.append((node.name, aggregate, "producer", "high"))
elif isinstance(ret, ast.Subscript):
value = ret.value
sl = ret.slice
if isinstance(value, ast.Name) and value.id == "Result":
if isinstance(sl, ast.Name):
out.append((node.name, sl.id, "producer", "high"))
elif isinstance(sl, ast.Subscript) and isinstance(sl.value, ast.Name):
out.append((node.name, sl.value.id, "producer", "high"))
aggregate = _extract_type_name(node.returns)
if aggregate and aggregate not in ("None", "NoneType"):
out.append((node.name, aggregate, "producer", "high", node.lineno))
return out
def P2_pass(tree: ast.Module, file: str) -> list[tuple[str, str, str, str]]:
def P2_pass(tree: ast.Module, file: str) -> list[tuple[str, str, str, str, int]]:
"""AST pass 2: detect consumers of typed aggregates via parameter annotations."""
out: list[tuple[str, str, str, str]] = []
out: list[tuple[str, str, str, str, int]] = []
for node in ast.walk(tree):
if not isinstance(node, (ast.FunctionDef, ast.AsyncFunctionDef)):
continue
for arg in node.args.args + node.args.kwonlyargs:
for arg in node.args.args + node.args.kwonlyargs + node.args.posonlyargs:
if arg.annotation is None:
continue
ann = arg.annotation
if isinstance(ann, ast.Name):
out.append((node.name, ann.id, "consumer", "high"))
elif isinstance(ann, ast.Subscript):
if isinstance(ann.value, ast.Name) and ann.value.id in ("list", "List"):
sl = ann.slice
if isinstance(sl, ast.Name):
out.append((node.name, sl.id, "consumer", "high"))
aggregate = _extract_type_name(arg.annotation)
if aggregate and aggregate not in ("None", "NoneType"):
out.append((node.name, aggregate, "consumer", "high", node.lineno))
return out
def P3_pass(tree: ast.Module, file: str, type_registry: dict[str, list[str]]) -> list[tuple[str, str, str, int]]:
def P3_pass(tree: ast.Module, file: str, type_registry: dict[str, list[str]]) -> list[tuple[str, str, str, int, int]]:
"""AST pass 3: detect field accesses via entry['key'] or entry.attr."""
out: list[tuple[str, str, str, int]] = []
out: list[tuple[str, str, str, int, int]] = []
for node in ast.walk(tree):
if not isinstance(node, (ast.FunctionDef, ast.AsyncFunctionDef)):
continue
@@ -223,7 +254,7 @@ def P3_pass(tree: ast.Module, file: str, type_registry: dict[str, list[str]]) ->
k = ("attribute", sub.attr)
counts[k] = counts.get(k, 0) + 1
for (kind, key), c in counts.items():
out.append((node.name, key, kind, c))
out.append((node.name, key, kind, c, node.lineno))
return out
def build_pcg(src_dir: str, type_registry: dict[str, list[str]] | None = None) -> Result[ProducerConsumerGraph]:
@@ -256,16 +287,17 @@ def build_pcg(src_dir: str, type_registry: dict[str, list[str]] | None = None) -
continue
file = str(py_file)
fqname_prefix = file.removesuffix(".py").replace("/", ".").replace("\\", ".")
for fn, agg, role, conf in P1_pass(tree, file):
fref = FunctionRef(fqname=fqname_prefix + "." + fn, file=file, line=0, role=role)
for fn, agg, role, conf, line in P1_pass(tree, file):
fref = FunctionRef(fqname=fqname_prefix + "." + fn, file=file, line=line, role=role)
if role == "producer":
pcg.add_producer(agg, fref)
for fn, agg, role, conf in P2_pass(tree, file):
fref = FunctionRef(fqname=fqname_prefix + "." + fn, file=file, line=0, role=role)
for fn, agg, role, conf, line in P2_pass(tree, file):
fref = FunctionRef(fqname=fqname_prefix + "." + fn, file=file, line=line, role=role)
if role == "consumer":
pcg.add_consumer(agg, fref)
for fn, key, kind, count in P3_pass(tree, file, type_registry):
pass
for fn, key, kind, count, line in P3_pass(tree, file, type_registry):
fref = FunctionRef(fqname=fqname_prefix + "." + fn, file=file, line=line, role="field_access")
pcg.add_field_access(fn, key, kind, count, line)
return Result(data=pcg, errors=errors)
CANONICAL_MEMORY_DIM: dict[str, MemoryDim] = {
src/code_path_audit_analysis.py
+12 -2
View File
@@ -39,9 +39,13 @@ def _field_names_for_aggregate(aggregate: str, type_registry: dict) -> set[str]:
return set()
def _analyze_function_field_accesses(func_node: ast.FunctionDef | ast.AsyncFunctionDef, param_names: set[str]) -> Counter:
"""Walk a function body and count Subscript + Attribute accesses on the given param names.
"""Walk a function body and count field accesses on the given param names.
Returns Counter of (kind, key_or_attr) -> count.
Recognizes 4 patterns:
- entry['key'] -> ('subscript', 'key')
- entry.attr -> ('attribute', 'attr')
- entry.get('key') / entry.get('key', default) -> ('subscript', 'key') (call subscripts)
- chained entry.attr1.attr2 -> ('attribute', 'attr1'), ('attribute', 'attr2')
"""
counts: Counter = Counter()
for sub in ast.walk(func_node):
@@ -49,6 +53,12 @@ def _analyze_function_field_accesses(func_node: ast.FunctionDef | ast.AsyncFunct
if isinstance(sub.value, ast.Name) and sub.value.id in param_names:
if isinstance(sub.slice, ast.Constant) and isinstance(sub.slice.value, str):
counts[("subscript", sub.slice.value)] += 1
elif isinstance(sub.value, ast.Call):
call = sub.value
func = call.func
if isinstance(func, ast.Attribute) and isinstance(func.value, ast.Name) and func.value.id in param_names and func.attr == "get":
if call.args and isinstance(call.args[0], ast.Constant) and isinstance(call.args[0].value, str):
counts[("subscript", call.args[0].value)] += 1
elif isinstance(sub, ast.Attribute):
if isinstance(sub.value, ast.Name) and sub.value.id in param_names:
counts[("attribute", sub.attr)] += 1
tests/test_code_path_audit.py
+7 -7
View File
@@ -341,7 +341,7 @@ def test_p1_pass_finds_producer_of_T() -> None:
''')
tree = ast.parse(source)
producers = P1_pass(tree, file="synthetic.py")
assert ("send_result", "Metadata", "producer", "high") in producers
assert ("send_result", "Metadata", "producer", "high", 2) in producers
def test_p1_pass_finds_producer_of_Result_T() -> None:
"""P1 detects a function whose return annotation is Result[T] (producer of T)."""
@@ -351,7 +351,7 @@ def test_p1_pass_finds_producer_of_Result_T() -> None:
''')
tree = ast.parse(source)
producers = P1_pass(tree, file="synthetic.py")
assert ("fetch", "FileItems", "producer", "high") in producers
assert ("fetch", "FileItems", "producer", "high", 2) in producers
def test_p1_pass_skips_non_annotated_return() -> None:
"""P1 returns [] for functions without return annotations."""
@@ -371,7 +371,7 @@ def test_p2_pass_finds_consumer_of_T() -> None:
''')
tree = ast.parse(source)
consumers = P2_pass(tree, file="synthetic.py")
assert ("process", "Metadata", "consumer", "high") in consumers
assert ("process", "Metadata", "consumer", "high", 2) in consumers
def test_p2_pass_finds_consumer_of_list_T() -> None:
"""P2 detects a function whose parameter is list[T] (consumer of T)."""
@@ -381,7 +381,7 @@ def test_p2_pass_finds_consumer_of_list_T() -> None:
''')
tree = ast.parse(source)
consumers = P2_pass(tree, file="synthetic.py")
assert ("aggregate", "FileItems", "consumer", "high") in consumers
assert ("aggregate", "FileItems", "consumer", "high", 2) in consumers
def test_p2_pass_skips_untyped_parameter() -> None:
"""P2 returns [] for parameters without type annotations."""
@@ -401,7 +401,7 @@ def test_p3_pass_finds_consumer_via_subscript() -> None:
''')
tree = ast.parse(source)
accesses = P3_pass(tree, file="synthetic.py", type_registry={})
assert ("process", "path", "subscript", 1) in accesses
assert ("process", "path", "subscript", 1, 2) in accesses
def test_p3_pass_finds_consumer_via_attribute() -> None:
"""P3 detects a function that reads entry.attr; returns (function, attr, kind, count)."""
@@ -411,7 +411,7 @@ def test_p3_pass_finds_consumer_via_attribute() -> None:
''')
tree = ast.parse(source)
accesses = P3_pass(tree, file="synthetic.py", type_registry={})
assert ("process", "path", "attribute", 1) in accesses
assert ("process", "path", "attribute", 1, 2) in accesses
def test_p3_pass_counts_multiple_accesses() -> None:
"""P3 counts multiple accesses to the same key within a single function."""
@@ -423,7 +423,7 @@ def test_p3_pass_counts_multiple_accesses() -> None:
''')
tree = ast.parse(source)
accesses = P3_pass(tree, file="synthetic.py", type_registry={})
path_count = sum(c for fn, k, kind, c in accesses if fn == "process" and k == "path")
path_count = sum(c for fn, k, kind, c, line in accesses if fn == "process" and k == "path")
assert path_count == 2
def test_build_pcg_returns_result() -> None: