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feat(audit): enriched markdown renderer - 15 sections per profile + 2 new rollups

Browse Source 
render_full_markdown in src/code_path_audit_render.py produces
detailed per-profile markdown:
- Producers detail (grouped by file)
- Consumers detail (grouped by file)
- Field access matrix (every field x every consumer)
- Access pattern (dominant + per-function distribution)
- Frequency (aggregate + per-function)
- Result coverage table
- Type alias coverage table (typed vs untyped sites)
- Cross-audit findings (per-bucket tables)
- Decomposition cost (8 metrics)
- Struct shape inference (inferred from producer returns)
- Optimization candidates (concrete refactor steps + affected files)
- Verdict
- Evidence appendix (every per-function item)

New rollups:
- field_usage.md: cross-aggregate field access frequency
- call_graph.md: producer/consumer tables grouped by aggregate

Total report: 1814 lines (was 1204).
This commit is contained in:
Edward R. Gonzalez
2026-06-22 10:12:48 -04:00
parent 5405345c5a
commit 59eeee819e
23 changed files with 1690 additions and 326 deletions
Download Patch File Download Diff File Expand all files Collapse all files
docs/reports/code_path_audit/2026-06-22/aggregates/ChatMessage.md
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@@ -8,6 +8,24 @@
- Producers: 0
- Consumers: 0
- Distinct producer fqnames: 0
- Distinct consumer fqnames: 0
- Access pattern (aggregate): mixed
- Frequency (aggregate): unknown
- Decomposition direction: insufficient_data
- Struct field count (estimated): 0
## Producers (0)
_(none)_
## Consumers (0)
_(none)_
## Field access matrix
_(no field accesses detected)_
## Access pattern
@@ -23,27 +41,47 @@
**Summary:**
| metric | value |
|---|---|
| total producers | 0 |
| result producers | 0 |
| total consumers | 0 |
| result consumers | 0 |
## Type alias coverage
**Summary:**
| metric | value |
|---|---|
| total field-access sites | 0 |
| typed sites (canonical field) | 0 |
| untyped sites (wildcard) | 0 |
## Cross-audit findings
| Audit script | Site count | Example | Note |
|---|---|---|---|
_(no cross-audit findings mapped to this aggregate)_
## Decomposition cost
**Current cost estimate:** 0 us
**Componentize savings:** 0 us
**Unify savings:** 0 us
**Current cost estimate:** 0 us/turn
**Componentize savings:** 0 us/turn
**Unify savings:** 0 us/turn
**Recommended direction:** insufficient_data
**Rationale:** candidate aggregate; would be detected after any_type_componentization_20260621 merges
**Struct field count (estimated):** 0
**Struct frozen:** False
## Struct shape (inferred from producer returns)
_(no producers; cannot infer shape)_
## Optimization candidates
_(none)_
_(no optimization candidates generated)_
## Verdict
candidate aggregate; would be detected after any_type_componentization_20260621 merges
candidate aggregate; would be detected after any_type_componentization_20260621 merges
## Evidence appendix
docs/reports/code_path_audit/2026-06-22/aggregates/CommsLog.md
+45 -7
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@@ -8,6 +8,24 @@
- Producers: 0
- Consumers: 0
- Distinct producer fqnames: 0
- Distinct consumer fqnames: 0
- Access pattern (aggregate): mixed
- Frequency (aggregate): per_turn
- Decomposition direction: insufficient_data
- Struct field count (estimated): 5
## Producers (0)
_(none)_
## Consumers (0)
_(none)_
## Field access matrix
_(no field accesses detected)_
## Access pattern
@@ -23,27 +41,47 @@
**Summary:** 0 producers, 0 consumers
| metric | value |
|---|---|
| total producers | 0 |
| result producers | 0 |
| total consumers | 0 |
| result consumers | 0 |
## Type alias coverage
**Summary:** 0 sites
| metric | value |
|---|---|
| total field-access sites | 0 |
| typed sites (canonical field) | 0 |
| untyped sites (wildcard) | 0 |
## Cross-audit findings
| Audit script | Site count | Example | Note |
|---|---|---|---|
_(no cross-audit findings mapped to this aggregate)_
## Decomposition cost
**Current cost estimate:** 470 us
**Componentize savings:** 0 us
**Unify savings:** 0 us
**Current cost estimate:** 470 us/turn
**Componentize savings:** 0 us/turn
**Unify savings:** 0 us/turn
**Recommended direction:** insufficient_data
**Rationale:** CommsLog: 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.
**Struct field count (estimated):** 5
**Struct frozen:** True
## Struct shape (inferred from producer returns)
_(no producers; cannot infer shape)_
## Optimization candidates
_(none)_
_(no optimization candidates generated)_
## Verdict
CommsLog: 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.
CommsLog: 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
docs/reports/code_path_audit/2026-06-22/aggregates/CommsLogEntry.md
+45 -7
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@@ -8,6 +8,24 @@
- Producers: 0
- Consumers: 0
- Distinct producer fqnames: 0
- Distinct consumer fqnames: 0
- Access pattern (aggregate): mixed
- Frequency (aggregate): per_turn
- Decomposition direction: insufficient_data
- Struct field count (estimated): 5
## Producers (0)
_(none)_
## Consumers (0)
_(none)_
## Field access matrix
_(no field accesses detected)_
## Access pattern
@@ -23,27 +41,47 @@
**Summary:** 0 producers, 0 consumers
| metric | value |
|---|---|
| total producers | 0 |
| result producers | 0 |
| total consumers | 0 |
| result consumers | 0 |
## Type alias coverage
**Summary:** 0 sites
| metric | value |
|---|---|
| total field-access sites | 0 |
| typed sites (canonical field) | 0 |
| untyped sites (wildcard) | 0 |
## Cross-audit findings
| Audit script | Site count | Example | Note |
|---|---|---|---|
_(no cross-audit findings mapped to this aggregate)_
## Decomposition cost
**Current cost estimate:** 470 us
**Componentize savings:** 0 us
**Unify savings:** 0 us
**Current cost estimate:** 470 us/turn
**Componentize savings:** 0 us/turn
**Unify savings:** 0 us/turn
**Recommended direction:** insufficient_data
**Rationale:** CommsLogEntry: 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.
**Struct field count (estimated):** 5
**Struct frozen:** True
## Struct shape (inferred from producer returns)
_(no producers; cannot infer shape)_
## Optimization candidates
_(none)_
_(no optimization candidates generated)_
## Verdict
CommsLogEntry: 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.
CommsLogEntry: 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
docs/reports/code_path_audit/2026-06-22/aggregates/FileItem.md
+45 -7
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@@ -8,6 +8,24 @@
- Producers: 0
- Consumers: 0
- Distinct producer fqnames: 0
- Distinct consumer fqnames: 0
- Access pattern (aggregate): mixed
- Frequency (aggregate): per_turn
- Decomposition direction: insufficient_data
- Struct field count (estimated): 5
## Producers (0)
_(none)_
## Consumers (0)
_(none)_
## Field access matrix
_(no field accesses detected)_
## Access pattern
@@ -23,27 +41,47 @@
**Summary:** 0 producers, 0 consumers
| metric | value |
|---|---|
| total producers | 0 |
| result producers | 0 |
| total consumers | 0 |
| result consumers | 0 |
## Type alias coverage
**Summary:** 0 sites
| metric | value |
|---|---|
| total field-access sites | 0 |
| typed sites (canonical field) | 0 |
| untyped sites (wildcard) | 0 |
## Cross-audit findings
| Audit script | Site count | Example | Note |
|---|---|---|---|
_(no cross-audit findings mapped to this aggregate)_
## Decomposition cost
**Current cost estimate:** 470 us
**Componentize savings:** 0 us
**Unify savings:** 0 us
**Current cost estimate:** 470 us/turn
**Componentize savings:** 0 us/turn
**Unify savings:** 0 us/turn
**Recommended direction:** insufficient_data
**Rationale:** FileItem: 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.
**Struct field count (estimated):** 5
**Struct frozen:** True
## Struct shape (inferred from producer returns)
_(no producers; cannot infer shape)_
## Optimization candidates
_(none)_
_(no optimization candidates generated)_
## Verdict
FileItem: 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.
FileItem: 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
docs/reports/code_path_audit/2026-06-22/aggregates/FileItems.dsl
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@@ -10,17 +10,17 @@
\ === producers (0 items) ===
\ === consumers (3 items) ===
"src.ai_client._build_file_context_text" "src\ai_client.py" 0 "consumer" fn-ref
"src.ai_client._build_file_diff_text" "src\ai_client.py" 0 "consumer" fn-ref
"src.ai_client._reread_file_items_result" "src\ai_client.py" 0 "consumer" fn-ref
"src.ai_client._build_file_context_text" "src\ai_client.py" 0 "consumer" fn-ref
\ === access_pattern ===
"whole_struct" access-pattern
\ === access_pattern_evidence (3 items) ===
"src.ai_client._build_file_context_text" "whole_struct" 0 "low" ap-evidence
"src.ai_client._build_file_diff_text" "whole_struct" 0 "low" ap-evidence
"src.ai_client._reread_file_items_result" "whole_struct" 0 "low" ap-evidence
"src.ai_client._build_file_context_text" "whole_struct" 0 "low" ap-evidence
\ === frequency ===
"per_turn" frequency
docs/reports/code_path_audit/2026-06-22/aggregates/FileItems.md
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@@ -8,12 +8,38 @@
- Producers: 0
- Consumers: 3
- Distinct producer fqnames: 0
- Distinct consumer fqnames: 3
- Access pattern (aggregate): whole_struct
- Frequency (aggregate): per_turn
- Decomposition direction: hold
- Struct field count (estimated): 5
## Producers (0)
_(none)_
## Consumers (3)
### `src\ai_client.py` (3 consumers)
- `src.ai_client._build_file_diff_text` (line 0)
- `src.ai_client._reread_file_items_result` (line 0)
- `src.ai_client._build_file_context_text` (line 0)
## Field access matrix
_(no field accesses detected)_
## Access pattern
**Dominant pattern:** whole_struct
**Evidence count:** 3
**Per-function pattern distribution:**
- `whole_struct`: 3 functions (100%)
## Frequency
**Dominant frequency:** per_turn
@@ -23,27 +49,55 @@
**Summary:** 0 producers, 3 consumers
| metric | value |
|---|---|
| total producers | 0 |
| result producers | 0 |
| total consumers | 3 |
| result consumers | 0 |
## Type alias coverage
**Summary:** 0 sites
| metric | value |
|---|---|
| total field-access sites | 0 |
| typed sites (canonical field) | 0 |
| untyped sites (wildcard) | 0 |
## Cross-audit findings
| Audit script | Site count | Example | Note |
|---|---|---|---|
_(no cross-audit findings mapped to this aggregate)_
## Decomposition cost
**Current cost estimate:** 470 us
**Componentize savings:** 0 us
**Unify savings:** 70 us
**Current cost estimate:** 470 us/turn
**Componentize savings:** 0 us/turn
**Unify savings:** 70 us/turn
**Recommended direction:** hold
**Rationale:** FileItems: access_pattern=whole_struct, frequency=per_turn, struct_field_count=5, struct_frozen=True. Recommended: hold because the current shape matches the access pattern.
**Struct field count (estimated):** 5
**Struct frozen:** True
## Struct shape (inferred from producer returns)
_(no producers; cannot infer shape)_
## Optimization candidates
_(none)_
_(no optimization candidates generated)_
## Verdict
FileItems: access_pattern=whole_struct, frequency=per_turn, struct_field_count=5, struct_frozen=True. Recommended: hold because the current shape matches the access pattern.
FileItems: access_pattern=whole_struct, frequency=per_turn, struct_field_count=5, struct_frozen=True. Recommended: hold because the current shape matches the access pattern.
## Evidence appendix
### Access pattern evidence
| function | pattern | field_accesses | confidence |
|---|---|---|---|
| `src.ai_client._build_file_diff_text` | `whole_struct` | | low |
| `src.ai_client._reread_file_items_result` | `whole_struct` | | low |
| `src.ai_client._build_file_context_text` | `whole_struct` | | low |
docs/reports/code_path_audit/2026-06-22/aggregates/FileItems.tree
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@@ -3,9 +3,9 @@ Metadata: FileItems
|- memory_dim: curation
|- producers: [0]
|- consumers: [3]
| |- src.ai_client._build_file_context_text (consumer)
| |- src.ai_client._build_file_diff_text (consumer)
| |- src.ai_client._reread_file_items_result (consumer)
| |- src.ai_client._build_file_context_text (consumer)
|- access_pattern: whole_struct
|- frequency: per_turn
|- result_coverage: 0 producers, 3 consumers
docs/reports/code_path_audit/2026-06-22/aggregates/History.md
+45 -7
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@@ -8,6 +8,24 @@
- Producers: 0
- Consumers: 0
- Distinct producer fqnames: 0
- Distinct consumer fqnames: 0
- Access pattern (aggregate): mixed
- Frequency (aggregate): per_turn
- Decomposition direction: insufficient_data
- Struct field count (estimated): 5
## Producers (0)
_(none)_
## Consumers (0)
_(none)_
## Field access matrix
_(no field accesses detected)_
## Access pattern
@@ -23,27 +41,47 @@
**Summary:** 0 producers, 0 consumers
| metric | value |
|---|---|
| total producers | 0 |
| result producers | 0 |
| total consumers | 0 |
| result consumers | 0 |
## Type alias coverage
**Summary:** 0 sites
| metric | value |
|---|---|
| total field-access sites | 0 |
| typed sites (canonical field) | 0 |
| untyped sites (wildcard) | 0 |
## Cross-audit findings
| Audit script | Site count | Example | Note |
|---|---|---|---|
_(no cross-audit findings mapped to this aggregate)_
## Decomposition cost
**Current cost estimate:** 470 us
**Componentize savings:** 0 us
**Unify savings:** 0 us
**Current cost estimate:** 470 us/turn
**Componentize savings:** 0 us/turn
**Unify savings:** 0 us/turn
**Recommended direction:** insufficient_data
**Rationale:** History: 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.
**Struct field count (estimated):** 5
**Struct frozen:** True
## Struct shape (inferred from producer returns)
_(no producers; cannot infer shape)_
## Optimization candidates
_(none)_
_(no optimization candidates generated)_
## Verdict
History: 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.
History: 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
docs/reports/code_path_audit/2026-06-22/aggregates/HistoryMessage.dsl
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@@ -10,15 +10,15 @@
\ === producers (0 items) ===
\ === consumers (2 items) ===
"src.provider_state.append" "src\provider_state.py" 0 "consumer" fn-ref
"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
\ === access_pattern ===
"mixed" access-pattern
\ === access_pattern_evidence (2 items) ===
"src.provider_state.append" "mixed" 2 "high" ap-evidence
"src.provider_state.replace_all" "mixed" 2 "high" ap-evidence
"src.provider_state.append" "mixed" 2 "high" ap-evidence
\ === frequency ===
"per_turn" frequency
docs/reports/code_path_audit/2026-06-22/aggregates/HistoryMessage.md
+62 -7
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@@ -8,12 +8,40 @@
- Producers: 0
- Consumers: 2
- Distinct producer fqnames: 0
- Distinct consumer fqnames: 2
- Access pattern (aggregate): mixed
- Frequency (aggregate): per_turn
- Decomposition direction: insufficient_data
- Struct field count (estimated): 5
## Producers (0)
_(none)_
## Consumers (2)
### `src\provider_state.py` (2 consumers)
- `src.provider_state.replace_all` (line 0)
- `src.provider_state.append` (line 0)
## Field access matrix
| consumer | lock | messages |
|---|---|---|
| `replace_all` | 1 | 1 |
| `append` | 1 | 1 |
## Access pattern
**Dominant pattern:** mixed
**Evidence count:** 2
**Per-function pattern distribution:**
- `mixed`: 2 functions (100%)
## Frequency
**Dominant frequency:** per_turn
@@ -23,27 +51,54 @@
**Summary:** 0 producers, 2 consumers
| metric | value |
|---|---|
| total producers | 0 |
| result producers | 0 |
| total consumers | 2 |
| result consumers | 0 |
## Type alias coverage
**Summary:** 4 sites; 0 typed (0%); 4 untyped (100%)
| metric | value |
|---|---|
| total field-access sites | 4 |
| typed sites (canonical field) | 0 |
| untyped sites (wildcard) | 4 |
## Cross-audit findings
| Audit script | Site count | Example | Note |
|---|---|---|---|
_(no cross-audit findings mapped to this aggregate)_
## Decomposition cost
**Current cost estimate:** 470 us
**Componentize savings:** 0 us
**Unify savings:** 0 us
**Current cost estimate:** 470 us/turn
**Componentize savings:** 0 us/turn
**Unify savings:** 0 us/turn
**Recommended direction:** insufficient_data
**Rationale:** HistoryMessage: 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.
**Struct field count (estimated):** 5
**Struct frozen:** True
## Struct shape (inferred from producer returns)
_(no producers; cannot infer shape)_
## Optimization candidates
_(none)_
_(no optimization candidates generated)_
## Verdict
HistoryMessage: 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.
HistoryMessage: 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
### Access pattern evidence
| 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 |
docs/reports/code_path_audit/2026-06-22/aggregates/HistoryMessage.tree
+1 -1
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@@ -3,8 +3,8 @@ Metadata: HistoryMessage
|- memory_dim: discussion
|- producers: [0]
|- consumers: [2]
| |- src.provider_state.append (consumer)
| |- src.provider_state.replace_all (consumer)
| |- src.provider_state.append (consumer)
|- access_pattern: mixed
|- frequency: per_turn
|- result_coverage: 0 producers, 2 consumers
docs/reports/code_path_audit/2026-06-22/aggregates/Metadata.dsl
+129 -129
View File
@@ -8,170 +8,170 @@
"discussion" mem-dim
\ === producers (77 items) ===
"src.api_hook_client.wait_for_project_switch" "src\api_hook_client.py" 0 "producer" fn-ref
"src.ai_client._send_cli_round_result" "src\ai_client.py" 0 "producer" fn-ref
"src.app_controller.get_session_insights" "src\app_controller.py" 0 "producer" fn-ref
"src.app_controller._api_get_api_project" "src\app_controller.py" 0 "producer" fn-ref
"src.project_manager.load_project" "src\project_manager.py" 0 "producer" fn-ref
"src.app_controller.token_stats" "src\app_controller.py" 0 "producer" fn-ref
"src.api_hook_client.select_tab" "src\api_hook_client.py" 0 "producer" fn-ref
"src.app_controller._api_status" "src\app_controller.py" 0 "producer" fn-ref
"src.project_manager.migrate_from_legacy_config" "src\project_manager.py" 0 "producer" fn-ref
"src.api_hook_client.get_status" "src\api_hook_client.py" 0 "producer" fn-ref
"src.app_controller._api_get_performance" "src\app_controller.py" 0 "producer" fn-ref
"src.api_hook_client.set_value" "src\api_hook_client.py" 0 "producer" fn-ref
"src.app_controller._api_get_gui_state" "src\app_controller.py" 0 "producer" fn-ref
"src.api_hook_client.get_gui_diagnostics" "src\api_hook_client.py" 0 "producer" fn-ref
"src.app_controller.get_gui_state" "src\app_controller.py" 0 "producer" fn-ref
"src.app_controller._api_token_stats" "src\app_controller.py" 0 "producer" fn-ref
"src.api_hook_client.get_warmup_status" "src\api_hook_client.py" 0 "producer" fn-ref
"src.api_hook_client.get_context_state" "src\api_hook_client.py" 0 "producer" fn-ref
"src.api_hook_client.get_gui_state" "src\api_hook_client.py" 0 "producer" fn-ref
"src.api_hook_client.select_list_item" "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_mma_status" "src\app_controller.py" 0 "producer" fn-ref
"src.models.to_dict" "src\models.py" 0 "producer" fn-ref
"src.api_hook_client.get_gui_health" "src\api_hook_client.py" 0 "producer" fn-ref
"src.api_hook_client.get_performance" "src\api_hook_client.py" 0 "producer" fn-ref
"src.app_controller._api_get_context" "src\app_controller.py" 0 "producer" fn-ref
"src.app_controller.get_context" "src\app_controller.py" 0 "producer" fn-ref
"src.app_controller.get_api_session" "src\app_controller.py" 0 "producer" fn-ref
"src.api_hook_client.post_session" "src\api_hook_client.py" 0 "producer" fn-ref
"src.app_controller._api_get_api_project" "src\app_controller.py" 0 "producer" fn-ref
"src.api_hook_client.get_node_status" "src\api_hook_client.py" 0 "producer" fn-ref
"src.models._load_config_from_disk" "src\models.py" 0 "producer" fn-ref
"src.api_hook_client.post_session" "src\api_hook_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_patch_status" "src\api_hook_client.py" 0 "producer" fn-ref
"src.app_controller._offload_entry_payload" "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.get_startup_timeline" "src\api_hook_client.py" 0 "producer" fn-ref
"src.api_hook_client.get_project" "src\api_hook_client.py" 0 "producer" fn-ref
"src.app_controller.get_session_insights" "src\app_controller.py" 0 "producer" fn-ref
"src.app_controller.generate" "src\app_controller.py" 0 "producer" fn-ref
"src.ai_client.get_token_stats" "src\ai_client.py" 0 "producer" fn-ref
"src.api_hook_client.drag" "src\api_hook_client.py" 0 "producer" fn-ref
"src.project_manager.flat_config" "src\project_manager.py" 0 "producer" fn-ref
"src.app_controller.get_api_session" "src\app_controller.py" 0 "producer" fn-ref
"src.app_controller.get_mma_status" "src\app_controller.py" 0 "producer" fn-ref
"src.project_manager.load_project" "src\project_manager.py" 0 "producer" fn-ref
"src.api_hook_client.apply_patch" "src\api_hook_client.py" 0 "producer" fn-ref
"src.api_hook_client.get_context_state" "src\api_hook_client.py" 0 "producer" fn-ref
"src.api_hook_client.get_status" "src\api_hook_client.py" 0 "producer" fn-ref
"src.project_manager.str_to_entry" "src\project_manager.py" 0 "producer" fn-ref
"src.project_manager.migrate_from_legacy_config" "src\project_manager.py" 0 "producer" fn-ref
"src.api_hook_client.post_project" "src\api_hook_client.py" 0 "producer" fn-ref
"src.app_controller._api_token_stats" "src\app_controller.py" 0 "producer" fn-ref
"src.app_controller.token_stats" "src\app_controller.py" 0 "producer" fn-ref
"src.app_controller.status" "src\app_controller.py" 0 "producer" fn-ref
"src.api_hook_client.get_system_telemetry" "src\api_hook_client.py" 0 "producer" fn-ref
"src.api_hook_client.push_event" "src\api_hook_client.py" 0 "producer" fn-ref
"src.api_hook_client.get_gui_state" "src\api_hook_client.py" 0 "producer" fn-ref
"src.app_controller._api_get_diagnostics" "src\app_controller.py" 0 "producer" fn-ref
"src.app_controller._api_get_api_session" "src\app_controller.py" 0 "producer" fn-ref
"src.api_hook_client.get_io_pool_status" "src\api_hook_client.py" 0 "producer" fn-ref
"src.app_controller.get_performance" "src\app_controller.py" 0 "producer" fn-ref
"src.api_hook_client.get_project_switch_status" "src\api_hook_client.py" 0 "producer" fn-ref
"src.models.to_dict" "src\models.py" 0 "producer" fn-ref
"src.app_controller.get_api_project" "src\app_controller.py" 0 "producer" fn-ref
"src.app_controller._api_get_session" "src\app_controller.py" 0 "producer" fn-ref
"src.app_controller.get_context" "src\app_controller.py" 0 "producer" fn-ref
"src.api_hook_client.click" "src\api_hook_client.py" 0 "producer" fn-ref
"src.api_hook_client.get_mma_workers" "src\api_hook_client.py" 0 "producer" fn-ref
"src.ai_client._load_credentials" "src\ai_client.py" 0 "producer" fn-ref
"src.api_hook_client.trigger_patch" "src\api_hook_client.py" 0 "producer" fn-ref
"src.api_hook_client.select_list_item" "src\api_hook_client.py" 0 "producer" fn-ref
"src.project_manager.load_history" "src\project_manager.py" 0 "producer" fn-ref
"src.api_hook_client.select_tab" "src\api_hook_client.py" 0 "producer" fn-ref
"src.api_hook_client.reject_patch" "src\api_hook_client.py" 0 "producer" fn-ref
"src.app_controller._api_generate" "src\app_controller.py" 0 "producer" fn-ref
"src.ai_client._dashscope_call" "src\ai_client.py" 0 "producer" fn-ref
"src.ai_client._add_bleed_derived" "src\ai_client.py" 0 "producer" fn-ref
"src.api_hook_client.get_startup_timeline" "src\api_hook_client.py" 0 "producer" fn-ref
"src.project_manager.default_discussion" "src\project_manager.py" 0 "producer" fn-ref
"src.api_hook_client.get_project_switch_status" "src\api_hook_client.py" 0 "producer" fn-ref
"src.api_hook_client.get_patch_status" "src\api_hook_client.py" 0 "producer" fn-ref
"src.api_hook_client.apply_patch" "src\api_hook_client.py" 0 "producer" fn-ref
"src.api_hook_client.get_project" "src\api_hook_client.py" 0 "producer" fn-ref
"src.api_hook_client.right_click" "src\api_hook_client.py" 0 "producer" fn-ref
"src.api_hook_client.push_event" "src\api_hook_client.py" 0 "producer" fn-ref
"src.api_hook_client.post_gui" "src\api_hook_client.py" 0 "producer" fn-ref
"src.api_hook_client.click" "src\api_hook_client.py" 0 "producer" fn-ref
"src.project_manager.flat_config" "src\project_manager.py" 0 "producer" fn-ref
"src.app_controller.get_api_project" "src\app_controller.py" 0 "producer" fn-ref
"src.app_controller.get_diagnostics" "src\app_controller.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_io_pool_status" "src\api_hook_client.py" 0 "producer" fn-ref
"src.app_controller._api_get_api_session" "src\app_controller.py" 0 "producer" fn-ref
"src.api_hook_client.get_warmup_wait" "src\api_hook_client.py" 0 "producer" fn-ref
"src.ai_client._parse_tool_args_result" "src\ai_client.py" 0 "producer" fn-ref
"src.ai_client.get_gemini_cache_stats" "src\ai_client.py" 0 "producer" fn-ref
"src.app_controller.get_session" "src\app_controller.py" 0 "producer" fn-ref
"src.ai_client._content_block_to_dict" "src\ai_client.py" 0 "producer" fn-ref
"src.app_controller.load_config" "src\app_controller.py" 0 "producer" fn-ref
"src.ai_client._load_credentials" "src\ai_client.py" 0 "producer" fn-ref
"src.api_hook_client.drag" "src\api_hook_client.py" 0 "producer" fn-ref
"src.api_hook_client.post_project" "src\api_hook_client.py" 0 "producer" fn-ref
"src.app_controller._api_get_diagnostics" "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_mma_status" "src\api_hook_client.py" 0 "producer" fn-ref
"src.api_hook_client.get_mma_workers" "src\api_hook_client.py" 0 "producer" fn-ref
"src.api_hook_client.get_system_telemetry" "src\api_hook_client.py" 0 "producer" fn-ref
"src.project_manager.load_history" "src\project_manager.py" 0 "producer" fn-ref
"src.api_hook_client.get_gui_diagnostics" "src\api_hook_client.py" 0 "producer" fn-ref
"src.api_hook_client.get_session" "src\api_hook_client.py" 0 "producer" fn-ref
"src.app_controller.get_performance" "src\app_controller.py" 0 "producer" fn-ref
"src.app_controller.status" "src\app_controller.py" 0 "producer" fn-ref
"src.app_controller._api_get_mma_status" "src\app_controller.py" 0 "producer" fn-ref
"src.ai_client.get_token_stats" "src\ai_client.py" 0 "producer" fn-ref
"src.app_controller.generate" "src\app_controller.py" 0 "producer" fn-ref
"src.ai_client.get_gemini_cache_stats" "src\ai_client.py" 0 "producer" fn-ref
"src.project_manager.default_project" "src\project_manager.py" 0 "producer" fn-ref
"src.app_controller._api_get_session" "src\app_controller.py" 0 "producer" fn-ref
"src.app_controller._offload_entry_payload" "src\app_controller.py" 0 "producer" fn-ref
"src.api_hook_client.trigger_patch" "src\api_hook_client.py" 0 "producer" fn-ref
"src.project_manager.str_to_entry" "src\project_manager.py" 0 "producer" fn-ref
"src.app_controller.wait" "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_get_mma_status" "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.wait_for_project_switch" "src\api_hook_client.py" 0 "producer" fn-ref
"src.ai_client._parse_tool_args_result" "src\ai_client.py" 0 "producer" fn-ref
"src.api_hook_client.get_mma_status" "src\api_hook_client.py" 0 "producer" fn-ref
"src.app_controller._api_get_context" "src\app_controller.py" 0 "producer" fn-ref
"src.api_hook_client.get_gui_health" "src\api_hook_client.py" 0 "producer" fn-ref
"src.models._load_config_from_disk" "src\models.py" 0 "producer" fn-ref
"src.api_hook_client.get_session" "src\api_hook_client.py" 0 "producer" fn-ref
"src.app_controller.get_session" "src\app_controller.py" 0 "producer" fn-ref
"src.app_controller._api_get_performance" "src\app_controller.py" 0 "producer" fn-ref
"src.api_hook_client.post_gui" "src\api_hook_client.py" 0 "producer" fn-ref
"src.ai_client._content_block_to_dict" "src\ai_client.py" 0 "producer" fn-ref
"src.api_hook_client.right_click" "src\api_hook_client.py" 0 "producer" fn-ref
"src.app_controller._api_get_gui_state" "src\app_controller.py" 0 "producer" fn-ref
"src.api_hook_client.get_performance" "src\api_hook_client.py" 0 "producer" fn-ref
"src.api_hook_client.get_warmup_wait" "src\api_hook_client.py" 0 "producer" fn-ref
"src.ai_client._add_bleed_derived" "src\ai_client.py" 0 "producer" fn-ref
"src.api_hook_client.set_value" "src\api_hook_client.py" 0 "producer" fn-ref
"src.app_controller.get_diagnostics" "src\app_controller.py" 0 "producer" fn-ref
"src.project_manager.default_discussion" "src\project_manager.py" 0 "producer" fn-ref
"src.ai_client._dashscope_call" "src\ai_client.py" 0 "producer" fn-ref
"src.api_hook_client.get_warmup_status" "src\api_hook_client.py" 0 "producer" fn-ref
\ === consumers (35 items) ===
"src.app_controller._offload_entry_payload" "src\app_controller.py" 0 "consumer" fn-ref
"src.aggregate.build_markdown_no_history" "src\aggregate.py" 0 "consumer" fn-ref
"src.app_controller._start_track_logic" "src\app_controller.py" 0 "consumer" fn-ref
"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.ai_client._trim_anthropic_history" "src\ai_client.py" 0 "consumer" fn-ref
"src.project_manager.save_project" "src\project_manager.py" 0 "consumer" fn-ref
"src.ai_client._trim_minimax_history" "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.ollama_chat" "src\ai_client.py" 0 "consumer" fn-ref
"src.project_manager.flat_config" "src\project_manager.py" 0 "consumer" fn-ref
"src.app_controller._on_comms_entry" "src\app_controller.py" 0 "consumer" fn-ref
"src.ai_client._add_history_cache_breakpoint" "src\ai_client.py" 0 "consumer" fn-ref
"src.models.from_dict" "src\models.py" 0 "consumer" fn-ref
"src.app_controller._start_track_logic_result" "src\app_controller.py" 0 "consumer" fn-ref
"src.project_manager.entry_to_str" "src\project_manager.py" 0 "consumer" fn-ref
"src.app_controller._on_comms_entry" "src\app_controller.py" 0 "consumer" fn-ref
"src.ai_client._trim_minimax_history" "src\ai_client.py" 0 "consumer" fn-ref
"src.aggregate.build_tier3_context" "src\aggregate.py" 0 "consumer" fn-ref
"src.ai_client.ollama_chat" "src\ai_client.py" 0 "consumer" fn-ref
"src.project_manager.flat_config" "src\project_manager.py" 0 "consumer" fn-ref
"src.ai_client._repair_minimax_history" "src\ai_client.py" 0 "consumer" fn-ref
"src.ai_client._estimate_message_tokens" "src\ai_client.py" 0 "consumer" fn-ref
"src.ai_client._strip_private_keys" "src\ai_client.py" 0 "consumer" fn-ref
"src.aggregate._build_files_section_from_items" "src\aggregate.py" 0 "consumer" fn-ref
"src.ai_client._dashscope_call" "src\ai_client.py" 0 "consumer" fn-ref
"src.ai_client._repair_deepseek_history" "src\ai_client.py" 0 "consumer" fn-ref
"src.ai_client._add_bleed_derived" "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.migrate_from_legacy_config" "src\project_manager.py" 0 "consumer" fn-ref
"src.ai_client._invalidate_token_estimate" "src\ai_client.py" 0 "consumer" fn-ref
"src.project_manager.entry_to_str" "src\project_manager.py" 0 "consumer" fn-ref
"src.ai_client._strip_cache_controls" "src\ai_client.py" 0 "consumer" fn-ref
"src.ai_client._repair_minimax_history" "src\ai_client.py" 0 "consumer" fn-ref
"src.ai_client._append_comms" "src\ai_client.py" 0 "consumer" fn-ref
"src.aggregate.build_tier3_context" "src\aggregate.py" 0 "consumer" fn-ref
"src.aggregate.build_markdown_from_items" "src\aggregate.py" 0 "consumer" fn-ref
"src.ai_client._pre_dispatch" "src\ai_client.py" 0 "consumer" fn-ref
"src.aggregate.run" "src\aggregate.py" 0 "consumer" fn-ref
"src.models._save_config_to_disk" "src\models.py" 0 "consumer" fn-ref
"src.ai_client._repair_deepseek_history" "src\ai_client.py" 0 "consumer" fn-ref
"src.ai_client._pre_dispatch" "src\ai_client.py" 0 "consumer" fn-ref
"src.app_controller._start_track_logic" "src\app_controller.py" 0 "consumer" fn-ref
"src.ai_client._estimate_prompt_tokens" "src\ai_client.py" 0 "consumer" fn-ref
"src.project_manager.save_project" "src\project_manager.py" 0 "consumer" fn-ref
"src.ai_client._repair_anthropic_history" "src\ai_client.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.app_controller._refresh_api_metrics" "src\app_controller.py" 0 "consumer" fn-ref
"src.project_manager.format_discussion" "src\project_manager.py" 0 "consumer" fn-ref
"src.aggregate.build_markdown_from_items" "src\aggregate.py" 0 "consumer" fn-ref
"src.aggregate.build_markdown_no_history" "src\aggregate.py" 0 "consumer" fn-ref
"src.app_controller._offload_entry_payload" "src\app_controller.py" 0 "consumer" fn-ref
"src.ai_client._add_bleed_derived" "src\ai_client.py" 0 "consumer" fn-ref
"src.ai_client._trim_anthropic_history" "src\ai_client.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._invalidate_token_estimate" "src\ai_client.py" 0 "consumer" fn-ref
"src.ai_client._strip_stale_file_refreshes" "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._append_comms" "src\ai_client.py" 0 "consumer" fn-ref
\ === access_pattern ===
"whole_struct" access-pattern
\ === access_pattern_evidence (35 items) ===
"src.app_controller._offload_entry_payload" "whole_struct" 0 "low" ap-evidence
"src.aggregate.build_markdown_no_history" "whole_struct" 0 "low" ap-evidence
"src.app_controller._start_track_logic" "mixed" 2 "high" ap-evidence
"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.ai_client._trim_anthropic_history" "whole_struct" 1 "high" ap-evidence
"src.project_manager.save_project" "mixed" 2 "high" ap-evidence
"src.ai_client._trim_minimax_history" "whole_struct" 1 "high" 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.project_manager.flat_config" "whole_struct" 1 "high" ap-evidence
"src.app_controller._on_comms_entry" "field_by_field" 10 "high" ap-evidence
"src.ai_client._add_history_cache_breakpoint" "whole_struct" 0 "low" ap-evidence
"src.models.from_dict" "mixed" 2 "high" ap-evidence
"src.app_controller._start_track_logic_result" "field_by_field" 17 "high" ap-evidence
"src.project_manager.entry_to_str" "whole_struct" 1 "high" ap-evidence
"src.app_controller._on_comms_entry" "field_by_field" 10 "high" ap-evidence
"src.ai_client._trim_minimax_history" "whole_struct" 1 "high" ap-evidence
"src.aggregate.build_tier3_context" "whole_struct" 0 "low" ap-evidence
"src.ai_client.ollama_chat" "whole_struct" 0 "low" ap-evidence
"src.project_manager.flat_config" "whole_struct" 1 "high" ap-evidence
"src.ai_client._repair_minimax_history" "whole_struct" 1 "high" ap-evidence
"src.ai_client._estimate_message_tokens" "mixed" 2 "high" ap-evidence
"src.ai_client._strip_private_keys" "whole_struct" 0 "low" ap-evidence
"src.aggregate._build_files_section_from_items" "whole_struct" 0 "low" ap-evidence
"src.ai_client._dashscope_call" "whole_struct" 0 "low" ap-evidence
"src.ai_client._repair_deepseek_history" "whole_struct" 1 "high" ap-evidence
"src.ai_client._add_bleed_derived" "field_by_field" 9 "high" ap-evidence
"src.ai_client._add_history_cache_breakpoint" "whole_struct" 0 "low" ap-evidence
"src.project_manager.migrate_from_legacy_config" "whole_struct" 1 "high" ap-evidence
"src.ai_client._invalidate_token_estimate" "whole_struct" 1 "high" ap-evidence
"src.project_manager.entry_to_str" "whole_struct" 1 "high" ap-evidence
"src.ai_client._strip_cache_controls" "whole_struct" 0 "low" ap-evidence
"src.ai_client._repair_minimax_history" "whole_struct" 1 "high" ap-evidence
"src.ai_client._append_comms" "whole_struct" 0 "low" ap-evidence
"src.aggregate.build_tier3_context" "whole_struct" 0 "low" ap-evidence
"src.aggregate.build_markdown_from_items" "whole_struct" 0 "low" ap-evidence
"src.ai_client._pre_dispatch" "whole_struct" 0 "low" ap-evidence
"src.aggregate.run" "field_by_field" 3 "high" ap-evidence
"src.models._save_config_to_disk" "whole_struct" 0 "low" ap-evidence
"src.ai_client._repair_deepseek_history" "whole_struct" 1 "high" ap-evidence
"src.ai_client._pre_dispatch" "whole_struct" 0 "low" ap-evidence
"src.app_controller._start_track_logic" "mixed" 2 "high" ap-evidence
"src.ai_client._estimate_prompt_tokens" "whole_struct" 0 "low" ap-evidence
"src.project_manager.save_project" "mixed" 2 "high" ap-evidence
"src.ai_client._repair_anthropic_history" "whole_struct" 1 "high" 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.app_controller._refresh_api_metrics" "field_by_field" 11 "high" ap-evidence
"src.project_manager.format_discussion" "whole_struct" 0 "low" ap-evidence
"src.aggregate.build_markdown_from_items" "whole_struct" 0 "low" ap-evidence
"src.aggregate.build_markdown_no_history" "whole_struct" 0 "low" ap-evidence
"src.app_controller._offload_entry_payload" "whole_struct" 0 "low" ap-evidence
"src.ai_client._add_bleed_derived" "field_by_field" 9 "high" ap-evidence
"src.ai_client._trim_anthropic_history" "whole_struct" 1 "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._invalidate_token_estimate" "whole_struct" 1 "high" ap-evidence
"src.ai_client._strip_stale_file_refreshes" "whole_struct" 0 "low" ap-evidence
"src.ai_client._strip_cache_controls" "whole_struct" 0 "low" ap-evidence
"src.ai_client._append_comms" "whole_struct" 0 "low" ap-evidence
\ === frequency ===
"per_turn" frequency
\ === frequency_evidence (5 items) ===
"src.api_hook_client.wait_for_project_switch" "per_turn" "static_analysis" "producer from src\api_hook_client.py" freq-evidence
"src.ai_client._send_cli_round_result" "per_turn" "static_analysis" "producer from src\ai_client.py" freq-evidence
"src.app_controller.get_session_insights" "per_turn" "static_analysis" "producer from src\app_controller.py" freq-evidence
"src.api_hook_client.get_gui_diagnostics" "per_turn" "static_analysis" "producer from src\api_hook_client.py" freq-evidence
"src.app_controller.get_gui_state" "per_turn" "static_analysis" "producer from src\app_controller.py" freq-evidence
"src.app_controller._api_get_api_project" "per_turn" "static_analysis" "producer from src\app_controller.py" freq-evidence
"src.project_manager.load_project" "per_turn" "static_analysis" "producer from src\project_manager.py" freq-evidence
"src.api_hook_client.get_node_status" "per_turn" "static_analysis" "producer from src\api_hook_client.py" freq-evidence
"src.api_hook_client.post_session" "per_turn" "static_analysis" "producer from src\api_hook_client.py" freq-evidence
\ === result_coverage ===
77 77 35 0 result-coverage
docs/reports/code_path_audit/2026-06-22/aggregates/Metadata.md
+337 -8
View File
@@ -8,43 +8,372 @@
- Producers: 77
- Consumers: 35
- Distinct producer fqnames: 77
- Distinct consumer fqnames: 35
- Access pattern (aggregate): whole_struct
- Frequency (aggregate): per_turn
- Decomposition direction: hold
- Struct field count (estimated): 10
## Producers (77)
### `src\ai_client.py` (9 producers)
- `src.ai_client._send_cli_round_result` (line 0)
- `src.ai_client.get_token_stats` (line 0)
- `src.ai_client._load_credentials` (line 0)
- `src.ai_client.get_gemini_cache_stats` (line 0)
- `src.ai_client.ollama_chat` (line 0)
- `src.ai_client._parse_tool_args_result` (line 0)
- `src.ai_client._content_block_to_dict` (line 0)
- `src.ai_client._add_bleed_derived` (line 0)
- `src.ai_client._dashscope_call` (line 0)
### `src\api_hook_client.py` (33 producers)
- `src.api_hook_client.get_gui_diagnostics` (line 0)
- `src.api_hook_client.get_node_status` (line 0)
- `src.api_hook_client.post_session` (line 0)
- `src.api_hook_client.get_financial_metrics` (line 0)
- `src.api_hook_client.get_patch_status` (line 0)
- `src.api_hook_client.get_startup_timeline` (line 0)
- `src.api_hook_client.get_project` (line 0)
- `src.api_hook_client.drag` (line 0)
- `src.api_hook_client.apply_patch` (line 0)
- `src.api_hook_client.get_context_state` (line 0)
- `src.api_hook_client.get_status` (line 0)
- `src.api_hook_client.post_project` (line 0)
- `src.api_hook_client.get_system_telemetry` (line 0)
- `src.api_hook_client.push_event` (line 0)
- `src.api_hook_client.get_gui_state` (line 0)
- `src.api_hook_client.get_io_pool_status` (line 0)
- `src.api_hook_client.get_project_switch_status` (line 0)
- `src.api_hook_client.click` (line 0)
- `src.api_hook_client.get_mma_workers` (line 0)
- `src.api_hook_client.trigger_patch` (line 0)
- `src.api_hook_client.select_list_item` (line 0)
- `src.api_hook_client.select_tab` (line 0)
- `src.api_hook_client.reject_patch` (line 0)
- `src.api_hook_client.wait_for_project_switch` (line 0)
- `src.api_hook_client.get_mma_status` (line 0)
- `src.api_hook_client.get_gui_health` (line 0)
- `src.api_hook_client.get_session` (line 0)
- `src.api_hook_client.post_gui` (line 0)
- `src.api_hook_client.right_click` (line 0)
- `src.api_hook_client.get_performance` (line 0)
- `src.api_hook_client.get_warmup_wait` (line 0)
- `src.api_hook_client.set_value` (line 0)
- `src.api_hook_client.get_warmup_status` (line 0)
### `src\app_controller.py` (26 producers)
- `src.app_controller.get_gui_state` (line 0)
- `src.app_controller._api_get_api_project` (line 0)
- `src.app_controller._offload_entry_payload` (line 0)
- `src.app_controller.get_session_insights` (line 0)
- `src.app_controller.generate` (line 0)
- `src.app_controller.get_api_session` (line 0)
- `src.app_controller.get_mma_status` (line 0)
- `src.app_controller._api_token_stats` (line 0)
- `src.app_controller.token_stats` (line 0)
- `src.app_controller.status` (line 0)
- `src.app_controller._api_get_diagnostics` (line 0)
- `src.app_controller._api_get_api_session` (line 0)
- `src.app_controller.get_performance` (line 0)
- `src.app_controller.get_api_project` (line 0)
- `src.app_controller._api_get_session` (line 0)
- `src.app_controller.get_context` (line 0)
- `src.app_controller._api_generate` (line 0)
- `src.app_controller.load_config` (line 0)
- `src.app_controller.wait` (line 0)
- `src.app_controller._api_status` (line 0)
- `src.app_controller._api_get_mma_status` (line 0)
- `src.app_controller._api_get_context` (line 0)
- `src.app_controller.get_session` (line 0)
- `src.app_controller._api_get_performance` (line 0)
- `src.app_controller._api_get_gui_state` (line 0)
- `src.app_controller.get_diagnostics` (line 0)
### `src\models.py` (2 producers)
- `src.models.to_dict` (line 0)
- `src.models._load_config_from_disk` (line 0)
### `src\project_manager.py` (7 producers)
- `src.project_manager.flat_config` (line 0)
- `src.project_manager.load_project` (line 0)
- `src.project_manager.str_to_entry` (line 0)
- `src.project_manager.migrate_from_legacy_config` (line 0)
- `src.project_manager.load_history` (line 0)
- `src.project_manager.default_project` (line 0)
- `src.project_manager.default_discussion` (line 0)
## Consumers (35)
### `src\aggregate.py` (5 consumers)
- `src.aggregate.build_tier3_context` (line 0)
- `src.aggregate._build_files_section_from_items` (line 0)
- `src.aggregate.run` (line 0)
- `src.aggregate.build_markdown_from_items` (line 0)
- `src.aggregate.build_markdown_no_history` (line 0)
### `src\ai_client.py` (18 consumers)
- `src.ai_client._add_history_cache_breakpoint` (line 0)
- `src.ai_client._trim_minimax_history` (line 0)
- `src.ai_client.ollama_chat` (line 0)
- `src.ai_client._repair_minimax_history` (line 0)
- `src.ai_client._estimate_message_tokens` (line 0)
- `src.ai_client._strip_private_keys` (line 0)
- `src.ai_client._repair_deepseek_history` (line 0)
- `src.ai_client._pre_dispatch` (line 0)
- `src.ai_client._estimate_prompt_tokens` (line 0)
- `src.ai_client._repair_anthropic_history` (line 0)
- `src.ai_client._add_bleed_derived` (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._invalidate_token_estimate` (line 0)
- `src.ai_client._strip_stale_file_refreshes` (line 0)
- `src.ai_client._strip_cache_controls` (line 0)
- `src.ai_client._append_comms` (line 0)
### `src\app_controller.py` (5 consumers)
- `src.app_controller._start_track_logic_result` (line 0)
- `src.app_controller._on_comms_entry` (line 0)
- `src.app_controller._start_track_logic` (line 0)
- `src.app_controller._refresh_api_metrics` (line 0)
- `src.app_controller._offload_entry_payload` (line 0)
### `src\models.py` (2 consumers)
- `src.models.from_dict` (line 0)
- `src.models._save_config_to_disk` (line 0)
### `src\project_manager.py` (5 consumers)
- `src.project_manager.entry_to_str` (line 0)
- `src.project_manager.flat_config` (line 0)
- `src.project_manager.save_project` (line 0)
- `src.project_manager.migrate_from_legacy_config` (line 0)
- `src.project_manager.format_discussion` (line 0)
## 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| `_add_history_cache_breakpoint` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `from_dict` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_start_track_logic_result` | . | . | . | . | . | 2 | 2 | . | . | . | . | . | . | 1 | . | 1 | 1 | 1 | 4 | . |
| `entry_to_str` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_on_comms_entry` | . | . | 1 | 1 | 1 | . | . | 4 | 4 | . | . | 1 | . | . | . | . | . | . | . | . |
| `_trim_minimax_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `build_tier3_context` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `ollama_chat` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `flat_config` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_repair_minimax_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 |
| `_estimate_message_tokens` | 1 | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_strip_private_keys` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_build_files_section_from_items` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_save_config_to_disk` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_repair_deepseek_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 |
| `_pre_dispatch` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_start_track_logic` | . | . | . | . | . | . | . | . | . | . | 1 | . | . | . | . | . | . | . | 1 | . |
| `_estimate_prompt_tokens` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `save_project` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_repair_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | 1 |
| `migrate_from_legacy_config` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `run` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_refresh_api_metrics` | . | 1 | . | . | . | . | . | . | . | 1 | . | . | 1 | . | 1 | . | . | . | . | . |
| `format_discussion` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `build_markdown_from_items` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `build_markdown_no_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_offload_entry_payload` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_add_bleed_derived` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_trim_anthropic_history` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_execute_single_tool_call_async` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_dashscope_call` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_invalidate_token_estimate` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_strip_stale_file_refreshes` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_strip_cache_controls` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
| `_append_comms` | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . | . |
_... 33 more fields_
## Access pattern
**Dominant pattern:** whole_struct
**Evidence count:** 35
**Per-function pattern distribution:**
- `whole_struct`: 25 functions (71%)
- `mixed`: 5 functions (14%)
- `field_by_field`: 5 functions (14%)
## Frequency
**Dominant frequency:** per_turn
**Evidence count:** 5
**Per-function frequency distribution:**
- `per_turn`: 5 functions
## Result coverage
**Summary:** 77 producers, 35 consumers
| metric | value |
|---|---|
| total producers | 77 |
| result producers | 77 |
| total consumers | 35 |
| result consumers | 0 |
## Type alias coverage
**Summary:** 130 sites; 0 typed (0%); 130 untyped (100%)
| metric | value |
|---|---|
| total field-access sites | 130 |
| typed sites (canonical field) | 0 |
| untyped sites (wildcard) | 130 |
## Cross-audit findings
| Audit script | Site count | Example | Note |
|---|---|---|---|
| audit_optional_in_3_files | 76 | src\ai_client.py:159 | 76 sites |
| 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
**Current cost estimate:** 720 us
**Componentize savings:** 0 us
**Unify savings:** 0 us
**Current cost estimate:** 720 us/turn
**Componentize savings:** 0 us/turn
**Unify savings:** 0 us/turn
**Recommended direction:** hold
**Rationale:** Metadata: access_pattern=whole_struct, frequency=per_turn, struct_field_count=10, struct_frozen=True. Recommended: hold because the current shape matches the access pattern.
**Struct field count (estimated):** 10
**Struct frozen:** True
## Struct shape (inferred from producer returns)
| field | access count | access pattern |
|---|---|---|
| `get` | 10 | hot |
| `pop` | 3 | hot |
| `append` | 3 | hot |
| `ai_status` | 2 | used |
| `session_usage` | 2 | used |
| `files` | 2 | used |
| `content` | 1 | used |
| `marker` | 1 | used |
| `context_files` | 1 | used |
| `_pending_gui_tasks_lock` | 1 | used |
| `_topological_sort_tickets_result` | 1 | used |
| `active_project_root` | 1 | used |
| `event_queue` | 1 | used |
| `engines` | 1 | used |
| `project` | 1 | used |
| `active_discussion` | 1 | used |
| `submit_io` | 1 | used |
| `tracks` | 1 | used |
| `config` | 1 | used |
| `mma_tier_usage` | 1 | used |
| `_pending_gui_tasks` | 1 | used |
| `mma_step_mode` | 1 | used |
| `active_project_path` | 1 | used |
| `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 |
| `_est_tokens` | 1 | used |
| `_start_track_logic_result` | 1 | used |
| `discussion` | 1 | used |
| `output` | 1 | used |
| `latency` | 1 | used |
| `_recalculate_session_usage` | 1 | used |
| `_token_stats` | 1 | used |
| `_gemini_cache_text` | 1 | used |
| `vendor_quota` | 1 | used |
| `last_error` | 1 | used |
| `error` | 1 | used |
| `_update_cached_stats` | 1 | used |
| `usage` | 1 | used |
| `estimated_prompt_tokens` | 1 | used |
| `max_prompt_tokens` | 1 | used |
| `utilization_pct` | 1 | used |
| `headroom` | 1 | used |
| `would_trim` | 1 | used |
| `sys_tokens` | 1 | used |
| `tool_tokens` | 1 | used |
| `history_tokens` | 1 | used |
| `items` | 1 | used |
## Optimization candidates
_(none)_
_(no optimization candidates generated)_
## Verdict
Metadata: access_pattern=whole_struct, frequency=per_turn, struct_field_count=10, struct_frozen=True. Recommended: hold because the current shape matches the access pattern.
Metadata: access_pattern=whole_struct, frequency=per_turn, struct_field_count=10, struct_frozen=True. Recommended: hold because the current shape matches the access pattern.
## Evidence appendix
### Access pattern evidence
| function | pattern | field_accesses | confidence |
|---|---|---|---|
| `src.ai_client._add_history_cache_breakpoint` | `whole_struct` | | low |
| `src.models.from_dict` | `mixed` | `content`=1, `marker`=1 | high |
| `src.app_controller._start_track_logic_result` | `field_by_field` | `ai_status`=4, `context_files`=1, `get`=3, `_pending_gui_tasks_lock`=2, `_topological_sort_tickets_result`=1, `active_project_root`=1, `event_queue`=1, `engines`=1, `project`=1, `active_discussion`=1 (+7 more) | high |
| `src.project_manager.entry_to_str` | `whole_struct` | `get`=4 | high |
| `src.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._trim_minimax_history` | `whole_struct` | `pop`=4 | high |
| `src.aggregate.build_tier3_context` | `whole_struct` | | low |
| `src.ai_client.ollama_chat` | `whole_struct` | | low |
| `src.project_manager.flat_config` | `whole_struct` | `get`=7 | high |
| `src.ai_client._repair_minimax_history` | `whole_struct` | `append`=1 | high |
| `src.ai_client._estimate_message_tokens` | `mixed` | `_est_tokens`=1, `get`=2 | high |
| `src.ai_client._strip_private_keys` | `whole_struct` | | low |
| `src.aggregate._build_files_section_from_items` | `whole_struct` | | low |
| `src.models._save_config_to_disk` | `whole_struct` | | low |
| `src.ai_client._repair_deepseek_history` | `whole_struct` | `append`=1 | high |
| `src.ai_client._pre_dispatch` | `whole_struct` | | low |
| `src.app_controller._start_track_logic` | `mixed` | `_start_track_logic_result`=1, `ai_status`=1 | high |
| `src.ai_client._estimate_prompt_tokens` | `whole_struct` | | low |
| `src.project_manager.save_project` | `mixed` | `discussion`=2, `files`=3 | high |
| `src.ai_client._repair_anthropic_history` | `whole_struct` | `append`=1 | 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.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.project_manager.format_discussion` | `whole_struct` | | low |
| `src.aggregate.build_markdown_from_items` | `whole_struct` | | low |
| `src.aggregate.build_markdown_no_history` | `whole_struct` | | low |
| `src.app_controller._offload_entry_payload` | `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._trim_anthropic_history` | `whole_struct` | `pop`=5 | 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._invalidate_token_estimate` | `whole_struct` | `pop`=1 | high |
| `src.ai_client._strip_stale_file_refreshes` | `whole_struct` | | low |
| `src.ai_client._strip_cache_controls` | `whole_struct` | | low |
| `src.ai_client._append_comms` | `whole_struct` | | low |
### Frequency evidence
| function | frequency | source | note |
|---|---|---|---|
| `src.api_hook_client.get_gui_diagnostics` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py |
| `src.app_controller.get_gui_state` | `per_turn` | `static_analysis` | producer from src\app_controller.py |
| `src.app_controller._api_get_api_project` | `per_turn` | `static_analysis` | producer from src\app_controller.py |
| `src.api_hook_client.get_node_status` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py |
| `src.api_hook_client.post_session` | `per_turn` | `static_analysis` | producer from src\api_hook_client.py |
docs/reports/code_path_audit/2026-06-22/aggregates/Metadata.tree
+98 -98
View File
@@ -2,119 +2,119 @@ Metadata: Metadata
|- kind: typealias
|- memory_dim: discussion
|- producers: [77]
| |- src.api_hook_client.wait_for_project_switch (producer)
| |- src.ai_client._send_cli_round_result (producer)
| |- src.app_controller.get_session_insights (producer)
| |- src.app_controller._api_get_api_project (producer)
| |- src.project_manager.load_project (producer)
| |- src.app_controller.token_stats (producer)
| |- src.api_hook_client.select_tab (producer)
| |- src.app_controller._api_status (producer)
| |- src.project_manager.migrate_from_legacy_config (producer)
| |- src.api_hook_client.get_status (producer)
| |- src.app_controller._api_get_performance (producer)
| |- src.api_hook_client.set_value (producer)
| |- src.app_controller._api_get_gui_state (producer)
| |- src.api_hook_client.get_gui_diagnostics (producer)
| |- src.app_controller.get_gui_state (producer)
| |- src.app_controller._api_token_stats (producer)
| |- src.api_hook_client.get_warmup_status (producer)
| |- src.api_hook_client.get_context_state (producer)
| |- src.api_hook_client.get_gui_state (producer)
| |- src.api_hook_client.select_list_item (producer)
| |- src.app_controller.wait (producer)
| |- src.app_controller.get_mma_status (producer)
| |- src.models.to_dict (producer)
| |- src.api_hook_client.get_gui_health (producer)
| |- src.api_hook_client.get_performance (producer)
| |- src.app_controller._api_get_context (producer)
| |- src.app_controller.get_context (producer)
| |- src.app_controller.get_api_session (producer)
| |- src.api_hook_client.post_session (producer)
| |- src.app_controller._api_get_api_project (producer)
| |- src.api_hook_client.get_node_status (producer)
| |- src.models._load_config_from_disk (producer)
| |- src.api_hook_client.post_session (producer)
| |- src.api_hook_client.get_financial_metrics (producer)
| |- src.api_hook_client.get_patch_status (producer)
| |- src.app_controller._offload_entry_payload (producer)
| |- src.ai_client._send_cli_round_result (producer)
| |- src.api_hook_client.get_startup_timeline (producer)
| |- src.api_hook_client.get_project (producer)
| |- src.app_controller.get_session_insights (producer)
| |- src.app_controller.generate (producer)
| |- src.ai_client.get_token_stats (producer)
| |- src.api_hook_client.drag (producer)
| |- src.project_manager.flat_config (producer)
| |- src.app_controller.get_api_session (producer)
| |- src.app_controller.get_mma_status (producer)
| |- src.project_manager.load_project (producer)
| |- src.api_hook_client.apply_patch (producer)
| |- src.api_hook_client.get_context_state (producer)
| |- src.api_hook_client.get_status (producer)
| |- src.project_manager.str_to_entry (producer)
| |- src.project_manager.migrate_from_legacy_config (producer)
| |- src.api_hook_client.post_project (producer)
| |- src.app_controller._api_token_stats (producer)
| |- src.app_controller.token_stats (producer)
| |- src.app_controller.status (producer)
| |- src.api_hook_client.get_system_telemetry (producer)
| |- src.api_hook_client.push_event (producer)
| |- src.api_hook_client.get_gui_state (producer)
| |- src.app_controller._api_get_diagnostics (producer)
| |- src.app_controller._api_get_api_session (producer)
| |- src.api_hook_client.get_io_pool_status (producer)
| |- src.app_controller.get_performance (producer)
| |- src.api_hook_client.get_project_switch_status (producer)
| |- src.models.to_dict (producer)
| |- src.app_controller.get_api_project (producer)
| |- src.app_controller._api_get_session (producer)
| |- src.app_controller.get_context (producer)
| |- src.api_hook_client.click (producer)
| |- src.api_hook_client.get_mma_workers (producer)
| |- src.ai_client._load_credentials (producer)
| |- src.api_hook_client.trigger_patch (producer)
| |- src.api_hook_client.select_list_item (producer)
| |- src.project_manager.load_history (producer)
| |- src.api_hook_client.select_tab (producer)
| |- src.api_hook_client.reject_patch (producer)
| |- src.app_controller._api_generate (producer)
| |- src.ai_client._dashscope_call (producer)
| |- src.ai_client._add_bleed_derived (producer)
| |- src.api_hook_client.get_startup_timeline (producer)
| |- src.project_manager.default_discussion (producer)
| |- src.api_hook_client.get_project_switch_status (producer)
| |- src.api_hook_client.get_patch_status (producer)
| |- src.api_hook_client.apply_patch (producer)
| |- src.api_hook_client.get_project (producer)
| |- src.api_hook_client.right_click (producer)
| |- src.api_hook_client.push_event (producer)
| |- src.api_hook_client.post_gui (producer)
| |- src.api_hook_client.click (producer)
| |- src.project_manager.flat_config (producer)
| |- src.app_controller.get_api_project (producer)
| |- src.app_controller.get_diagnostics (producer)
| |- src.api_hook_client.get_financial_metrics (producer)
| |- src.api_hook_client.get_io_pool_status (producer)
| |- src.app_controller._api_get_api_session (producer)
| |- src.api_hook_client.get_warmup_wait (producer)
| |- src.ai_client._parse_tool_args_result (producer)
| |- src.ai_client.get_gemini_cache_stats (producer)
| |- src.app_controller.get_session (producer)
| |- src.ai_client._content_block_to_dict (producer)
| |- src.app_controller.load_config (producer)
| |- src.ai_client._load_credentials (producer)
| |- src.api_hook_client.drag (producer)
| |- src.api_hook_client.post_project (producer)
| |- src.app_controller._api_get_diagnostics (producer)
| |- src.ai_client.ollama_chat (producer)
| |- src.api_hook_client.get_mma_status (producer)
| |- src.api_hook_client.get_mma_workers (producer)
| |- src.api_hook_client.get_system_telemetry (producer)
| |- src.project_manager.load_history (producer)
| |- src.api_hook_client.get_gui_diagnostics (producer)
| |- src.api_hook_client.get_session (producer)
| |- src.app_controller.get_performance (producer)
| |- src.app_controller.status (producer)
| |- src.app_controller._api_get_mma_status (producer)
| |- src.ai_client.get_token_stats (producer)
| |- src.app_controller.generate (producer)
| |- src.ai_client.get_gemini_cache_stats (producer)
| |- src.project_manager.default_project (producer)
| |- src.app_controller._api_get_session (producer)
| |- src.app_controller._offload_entry_payload (producer)
| |- src.api_hook_client.trigger_patch (producer)
| |- src.project_manager.str_to_entry (producer)
| |- src.app_controller.wait (producer)
| |- src.app_controller._api_status (producer)
| |- src.app_controller._api_get_mma_status (producer)
| |- src.ai_client.ollama_chat (producer)
| |- src.api_hook_client.wait_for_project_switch (producer)
| |- src.ai_client._parse_tool_args_result (producer)
| |- src.api_hook_client.get_mma_status (producer)
| |- src.app_controller._api_get_context (producer)
| |- src.api_hook_client.get_gui_health (producer)
| |- src.models._load_config_from_disk (producer)
| |- src.api_hook_client.get_session (producer)
| |- src.app_controller.get_session (producer)
| |- src.app_controller._api_get_performance (producer)
| |- src.api_hook_client.post_gui (producer)
| |- src.ai_client._content_block_to_dict (producer)
| |- src.api_hook_client.right_click (producer)
| |- src.app_controller._api_get_gui_state (producer)
| |- src.api_hook_client.get_performance (producer)
| |- src.api_hook_client.get_warmup_wait (producer)
| |- src.ai_client._add_bleed_derived (producer)
| |- src.api_hook_client.set_value (producer)
| |- src.app_controller.get_diagnostics (producer)
| |- src.project_manager.default_discussion (producer)
| |- src.ai_client._dashscope_call (producer)
| |- src.api_hook_client.get_warmup_status (producer)
|- consumers: [35]
| |- src.app_controller._offload_entry_payload (consumer)
| |- src.aggregate.build_markdown_no_history (consumer)
| |- src.app_controller._start_track_logic (consumer)
| |- src.ai_client._strip_stale_file_refreshes (consumer)
| |- src.project_manager.format_discussion (consumer)
| |- src.ai_client._trim_anthropic_history (consumer)
| |- src.project_manager.save_project (consumer)
| |- src.ai_client._trim_minimax_history (consumer)
| |- src.ai_client._estimate_prompt_tokens (consumer)
| |- src.ai_client.ollama_chat (consumer)
| |- src.project_manager.flat_config (consumer)
| |- src.app_controller._on_comms_entry (consumer)
| |- src.ai_client._add_history_cache_breakpoint (consumer)
| |- src.models.from_dict (consumer)
| |- src.app_controller._start_track_logic_result (consumer)
| |- src.project_manager.entry_to_str (consumer)
| |- src.app_controller._on_comms_entry (consumer)
| |- src.ai_client._trim_minimax_history (consumer)
| |- src.aggregate.build_tier3_context (consumer)
| |- src.ai_client.ollama_chat (consumer)
| |- src.project_manager.flat_config (consumer)
| |- src.ai_client._repair_minimax_history (consumer)
| |- src.ai_client._estimate_message_tokens (consumer)
| |- src.ai_client._strip_private_keys (consumer)
| |- src.aggregate._build_files_section_from_items (consumer)
| |- src.ai_client._dashscope_call (consumer)
| |- src.ai_client._repair_deepseek_history (consumer)
| |- src.ai_client._add_bleed_derived (consumer)
| |- src.ai_client._add_history_cache_breakpoint (consumer)
| |- src.project_manager.migrate_from_legacy_config (consumer)
| |- src.ai_client._invalidate_token_estimate (consumer)
| |- src.project_manager.entry_to_str (consumer)
| |- src.ai_client._strip_cache_controls (consumer)
| |- src.ai_client._repair_minimax_history (consumer)
| |- src.ai_client._append_comms (consumer)
| |- src.aggregate.build_tier3_context (consumer)
| |- src.aggregate.build_markdown_from_items (consumer)
| |- src.ai_client._pre_dispatch (consumer)
| |- src.aggregate.run (consumer)
| |- src.models._save_config_to_disk (consumer)
| |- src.ai_client._repair_deepseek_history (consumer)
| |- src.ai_client._pre_dispatch (consumer)
| |- src.app_controller._start_track_logic (consumer)
| |- src.ai_client._estimate_prompt_tokens (consumer)
| |- src.project_manager.save_project (consumer)
| |- src.ai_client._repair_anthropic_history (consumer)
| |- src.ai_client._estimate_message_tokens (consumer)
| |- src.project_manager.migrate_from_legacy_config (consumer)
| |- src.aggregate.run (consumer)
| |- src.app_controller._refresh_api_metrics (consumer)
| |- src.project_manager.format_discussion (consumer)
| |- src.aggregate.build_markdown_from_items (consumer)
| |- src.aggregate.build_markdown_no_history (consumer)
| |- src.app_controller._offload_entry_payload (consumer)
| |- src.ai_client._add_bleed_derived (consumer)
| |- src.ai_client._trim_anthropic_history (consumer)
| |- src.ai_client._execute_single_tool_call_async (consumer)
| |- src.ai_client._dashscope_call (consumer)
| |- src.ai_client._invalidate_token_estimate (consumer)
| |- src.ai_client._strip_stale_file_refreshes (consumer)
| |- src.ai_client._strip_cache_controls (consumer)
| |- src.ai_client._append_comms (consumer)
|- access_pattern: whole_struct
|- frequency: per_turn
|- result_coverage: 77 producers, 35 consumers
docs/reports/code_path_audit/2026-06-22/aggregates/ProviderHistory.md
+45 -7
View File
@@ -8,6 +8,24 @@
- Producers: 0
- Consumers: 0
- Distinct producer fqnames: 0
- Distinct consumer fqnames: 0
- Access pattern (aggregate): mixed
- Frequency (aggregate): unknown
- Decomposition direction: insufficient_data
- Struct field count (estimated): 0
## Producers (0)
_(none)_
## Consumers (0)
_(none)_
## Field access matrix
_(no field accesses detected)_
## Access pattern
@@ -23,27 +41,47 @@
**Summary:**
| metric | value |
|---|---|
| total producers | 0 |
| result producers | 0 |
| total consumers | 0 |
| result consumers | 0 |
## Type alias coverage
**Summary:**
| metric | value |
|---|---|
| total field-access sites | 0 |
| typed sites (canonical field) | 0 |
| untyped sites (wildcard) | 0 |
## Cross-audit findings
| Audit script | Site count | Example | Note |
|---|---|---|---|
_(no cross-audit findings mapped to this aggregate)_
## Decomposition cost
**Current cost estimate:** 0 us
**Componentize savings:** 0 us
**Unify savings:** 0 us
**Current cost estimate:** 0 us/turn
**Componentize savings:** 0 us/turn
**Unify savings:** 0 us/turn
**Recommended direction:** insufficient_data
**Rationale:** candidate aggregate; would be detected after any_type_componentization_20260621 merges
**Struct field count (estimated):** 0
**Struct frozen:** False
## Struct shape (inferred from producer returns)
_(no producers; cannot infer shape)_
## Optimization candidates
_(none)_
_(no optimization candidates generated)_
## Verdict
candidate aggregate; would be detected after any_type_componentization_20260621 merges
candidate aggregate; would be detected after any_type_componentization_20260621 merges
## Evidence appendix
docs/reports/code_path_audit/2026-06-22/aggregates/Result.md
+45 -7
View File
@@ -8,6 +8,24 @@
- Producers: 0
- Consumers: 0
- Distinct producer fqnames: 0
- Distinct consumer fqnames: 0
- Access pattern (aggregate): mixed
- Frequency (aggregate): per_turn
- Decomposition direction: insufficient_data
- Struct field count (estimated): 5
## Producers (0)
_(none)_
## Consumers (0)
_(none)_
## Field access matrix
_(no field accesses detected)_
## Access pattern
@@ -23,27 +41,47 @@
**Summary:** 0 producers, 0 consumers
| metric | value |
|---|---|
| total producers | 0 |
| result producers | 0 |
| total consumers | 0 |
| result consumers | 0 |
## Type alias coverage
**Summary:** 0 sites
| metric | value |
|---|---|
| total field-access sites | 0 |
| typed sites (canonical field) | 0 |
| untyped sites (wildcard) | 0 |
## Cross-audit findings
| Audit script | Site count | Example | Note |
|---|---|---|---|
_(no cross-audit findings mapped to this aggregate)_
## Decomposition cost
**Current cost estimate:** 470 us
**Componentize savings:** 0 us
**Unify savings:** 0 us
**Current cost estimate:** 470 us/turn
**Componentize savings:** 0 us/turn
**Unify savings:** 0 us/turn
**Recommended direction:** insufficient_data
**Rationale:** Result: access_pattern=mixed, frequency=per_turn, struct_field_count=5, struct_frozen=True. Recommended: insufficient_data because runtime profiling is needed to determine the dominant pattern.
**Struct field count (estimated):** 5
**Struct frozen:** True
## Struct shape (inferred from producer returns)
_(no producers; cannot infer shape)_
## Optimization candidates
_(none)_
_(no optimization candidates generated)_
## Verdict
Result: access_pattern=mixed, frequency=per_turn, struct_field_count=5, struct_frozen=True. Recommended: insufficient_data because runtime profiling is needed to determine the dominant pattern.
Result: access_pattern=mixed, frequency=per_turn, struct_field_count=5, struct_frozen=True. Recommended: insufficient_data because runtime profiling is needed to determine the dominant pattern.
## Evidence appendix
docs/reports/code_path_audit/2026-06-22/aggregates/ToolCall.md
+73 -7
View File
@@ -8,42 +8,108 @@
- Producers: 1
- Consumers: 1
- Distinct producer fqnames: 1
- Distinct consumer fqnames: 1
- Access pattern (aggregate): whole_struct
- Frequency (aggregate): per_turn
- Decomposition direction: hold
- Struct field count (estimated): 5
## Producers (1)
### `src\openai_compatible.py` (1 producer)
- `src.openai_compatible._to_typed_tool_call` (line 0)
## Consumers (1)
### `src\openai_compatible.py` (1 consumer)
- `src.openai_compatible._to_dict_tool_call` (line 0)
## Field access matrix
| consumer | to_dict |
|---|---|
| `_to_dict_tool_call` | 1 |
## Access pattern
**Dominant pattern:** whole_struct
**Evidence count:** 1
**Per-function pattern distribution:**
- `whole_struct`: 1 functions (100%)
## Frequency
**Dominant frequency:** per_turn
**Evidence count:** 1
**Per-function frequency distribution:**
- `per_turn`: 1 functions
## Result coverage
**Summary:** 1 producers, 1 consumers
| metric | value |
|---|---|
| total producers | 1 |
| result producers | 1 |
| total consumers | 1 |
| result consumers | 0 |
## Type alias coverage
**Summary:** 1 sites; 0 typed (0%); 1 untyped (100%)
| metric | value |
|---|---|
| total field-access sites | 1 |
| typed sites (canonical field) | 0 |
| untyped sites (wildcard) | 1 |
## Cross-audit findings
| Audit script | Site count | Example | Note |
|---|---|---|---|
_(no cross-audit findings mapped to this aggregate)_
## Decomposition cost
**Current cost estimate:** 470 us
**Componentize savings:** 0 us
**Unify savings:** 70 us
**Current cost estimate:** 470 us/turn
**Componentize savings:** 0 us/turn
**Unify savings:** 70 us/turn
**Recommended direction:** hold
**Rationale:** ToolCall: access_pattern=whole_struct, frequency=per_turn, struct_field_count=5, struct_frozen=True. Recommended: hold because the current shape matches the access pattern.
**Struct field count (estimated):** 5
**Struct frozen:** True
## Struct shape (inferred from producer returns)
| field | access count | access pattern |
|---|---|---|
| `to_dict` | 1 | used |
## Optimization candidates
_(none)_
_(no optimization candidates generated)_
## Verdict
ToolCall: access_pattern=whole_struct, frequency=per_turn, struct_field_count=5, struct_frozen=True. Recommended: hold because the current shape matches the access pattern.
ToolCall: access_pattern=whole_struct, frequency=per_turn, struct_field_count=5, struct_frozen=True. Recommended: hold because the current shape matches the access pattern.
## Evidence appendix
### Access pattern evidence
| function | pattern | field_accesses | confidence |
|---|---|---|---|
| `src.openai_compatible._to_dict_tool_call` | `whole_struct` | `to_dict`=1 | high |
### Frequency evidence
| function | frequency | source | note |
|---|---|---|---|
| `src.openai_compatible._to_typed_tool_call` | `per_turn` | `static_analysis` | producer from src\openai_compatible.py |
docs/reports/code_path_audit/2026-06-22/aggregates/ToolDefinition.md
+45 -7
View File
@@ -8,6 +8,24 @@
- Producers: 0
- Consumers: 0
- Distinct producer fqnames: 0
- Distinct consumer fqnames: 0
- Access pattern (aggregate): mixed
- Frequency (aggregate): per_turn
- Decomposition direction: insufficient_data
- Struct field count (estimated): 5
## Producers (0)
_(none)_
## Consumers (0)
_(none)_
## Field access matrix
_(no field accesses detected)_
## Access pattern
@@ -23,27 +41,47 @@
**Summary:** 0 producers, 0 consumers
| metric | value |
|---|---|
| total producers | 0 |
| result producers | 0 |
| total consumers | 0 |
| result consumers | 0 |
## Type alias coverage
**Summary:** 0 sites
| metric | value |
|---|---|
| total field-access sites | 0 |
| typed sites (canonical field) | 0 |
| untyped sites (wildcard) | 0 |
## Cross-audit findings
| Audit script | Site count | Example | Note |
|---|---|---|---|
_(no cross-audit findings mapped to this aggregate)_
## Decomposition cost
**Current cost estimate:** 470 us
**Componentize savings:** 0 us
**Unify savings:** 0 us
**Current cost estimate:** 470 us/turn
**Componentize savings:** 0 us/turn
**Unify savings:** 0 us/turn
**Recommended direction:** insufficient_data
**Rationale:** 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.
**Struct field count (estimated):** 5
**Struct frozen:** True
## Struct shape (inferred from producer returns)
_(no producers; cannot infer shape)_
## Optimization candidates
_(none)_
_(no optimization candidates generated)_
## Verdict
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.
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
docs/reports/code_path_audit/2026-06-22/aggregates/ToolSpec.md
+45 -7
View File
@@ -8,6 +8,24 @@
- Producers: 0
- Consumers: 0
- Distinct producer fqnames: 0
- Distinct consumer fqnames: 0
- Access pattern (aggregate): mixed
- Frequency (aggregate): unknown
- Decomposition direction: insufficient_data
- Struct field count (estimated): 0
## Producers (0)
_(none)_
## Consumers (0)
_(none)_
## Field access matrix
_(no field accesses detected)_
## Access pattern
@@ -23,27 +41,47 @@
**Summary:**
| metric | value |
|---|---|
| total producers | 0 |
| result producers | 0 |
| total consumers | 0 |
| result consumers | 0 |
## Type alias coverage
**Summary:**
| metric | value |
|---|---|
| total field-access sites | 0 |
| typed sites (canonical field) | 0 |
| untyped sites (wildcard) | 0 |
## Cross-audit findings
| Audit script | Site count | Example | Note |
|---|---|---|---|
_(no cross-audit findings mapped to this aggregate)_
## Decomposition cost
**Current cost estimate:** 0 us
**Componentize savings:** 0 us
**Unify savings:** 0 us
**Current cost estimate:** 0 us/turn
**Componentize savings:** 0 us/turn
**Unify savings:** 0 us/turn
**Recommended direction:** insufficient_data
**Rationale:** candidate aggregate; would be detected after any_type_componentization_20260621 merges
**Struct field count (estimated):** 0
**Struct frozen:** False
## Struct shape (inferred from producer returns)
_(no producers; cannot infer shape)_
## Optimization candidates
_(none)_
_(no optimization candidates generated)_
## Verdict
candidate aggregate; would be detected after any_type_componentization_20260621 merges
candidate aggregate; would be detected after any_type_componentization_20260621 merges
## Evidence appendix
docs/reports/code_path_audit/2026-06-22/call_graph.md
+166
View File
@@ -0,0 +1,166 @@
# Call Graph Rollup
Functions that are producers or consumers of each aggregate, grouped by file.
## Metadata (77 producers + 35 consumers)
| role | fqname | file |
|---|---|---|
| producer | `src.api_hook_client.get_gui_diagnostics` | `src\api_hook_client.py` |
| producer | `src.app_controller.get_gui_state` | `src\app_controller.py` |
| producer | `src.app_controller._api_get_api_project` | `src\app_controller.py` |
| producer | `src.api_hook_client.get_node_status` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.post_session` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.get_financial_metrics` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.get_patch_status` | `src\api_hook_client.py` |
| producer | `src.app_controller._offload_entry_payload` | `src\app_controller.py` |
| producer | `src.ai_client._send_cli_round_result` | `src\ai_client.py` |
| producer | `src.api_hook_client.get_startup_timeline` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.get_project` | `src\api_hook_client.py` |
| producer | `src.app_controller.get_session_insights` | `src\app_controller.py` |
| producer | `src.app_controller.generate` | `src\app_controller.py` |
| producer | `src.ai_client.get_token_stats` | `src\ai_client.py` |
| producer | `src.api_hook_client.drag` | `src\api_hook_client.py` |
| producer | `src.project_manager.flat_config` | `src\project_manager.py` |
| producer | `src.app_controller.get_api_session` | `src\app_controller.py` |
| producer | `src.app_controller.get_mma_status` | `src\app_controller.py` |
| producer | `src.project_manager.load_project` | `src\project_manager.py` |
| producer | `src.api_hook_client.apply_patch` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.get_context_state` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.get_status` | `src\api_hook_client.py` |
| producer | `src.project_manager.str_to_entry` | `src\project_manager.py` |
| producer | `src.project_manager.migrate_from_legacy_config` | `src\project_manager.py` |
| producer | `src.api_hook_client.post_project` | `src\api_hook_client.py` |
| producer | `src.app_controller._api_token_stats` | `src\app_controller.py` |
| producer | `src.app_controller.token_stats` | `src\app_controller.py` |
| producer | `src.app_controller.status` | `src\app_controller.py` |
| producer | `src.api_hook_client.get_system_telemetry` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.push_event` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.get_gui_state` | `src\api_hook_client.py` |
| producer | `src.app_controller._api_get_diagnostics` | `src\app_controller.py` |
| producer | `src.app_controller._api_get_api_session` | `src\app_controller.py` |
| producer | `src.api_hook_client.get_io_pool_status` | `src\api_hook_client.py` |
| producer | `src.app_controller.get_performance` | `src\app_controller.py` |
| producer | `src.api_hook_client.get_project_switch_status` | `src\api_hook_client.py` |
| producer | `src.models.to_dict` | `src\models.py` |
| producer | `src.app_controller.get_api_project` | `src\app_controller.py` |
| producer | `src.app_controller._api_get_session` | `src\app_controller.py` |
| producer | `src.app_controller.get_context` | `src\app_controller.py` |
| producer | `src.api_hook_client.click` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.get_mma_workers` | `src\api_hook_client.py` |
| producer | `src.ai_client._load_credentials` | `src\ai_client.py` |
| producer | `src.api_hook_client.trigger_patch` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.select_list_item` | `src\api_hook_client.py` |
| producer | `src.project_manager.load_history` | `src\project_manager.py` |
| producer | `src.api_hook_client.select_tab` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.reject_patch` | `src\api_hook_client.py` |
| producer | `src.app_controller._api_generate` | `src\app_controller.py` |
| producer | `src.app_controller.load_config` | `src\app_controller.py` |
| producer | `src.ai_client.get_gemini_cache_stats` | `src\ai_client.py` |
| producer | `src.project_manager.default_project` | `src\project_manager.py` |
| producer | `src.app_controller.wait` | `src\app_controller.py` |
| producer | `src.app_controller._api_status` | `src\app_controller.py` |
| producer | `src.app_controller._api_get_mma_status` | `src\app_controller.py` |
| producer | `src.ai_client.ollama_chat` | `src\ai_client.py` |
| producer | `src.api_hook_client.wait_for_project_switch` | `src\api_hook_client.py` |
| producer | `src.ai_client._parse_tool_args_result` | `src\ai_client.py` |
| producer | `src.api_hook_client.get_mma_status` | `src\api_hook_client.py` |
| producer | `src.app_controller._api_get_context` | `src\app_controller.py` |
| producer | `src.api_hook_client.get_gui_health` | `src\api_hook_client.py` |
| producer | `src.models._load_config_from_disk` | `src\models.py` |
| producer | `src.api_hook_client.get_session` | `src\api_hook_client.py` |
| producer | `src.app_controller.get_session` | `src\app_controller.py` |
| producer | `src.app_controller._api_get_performance` | `src\app_controller.py` |
| producer | `src.api_hook_client.post_gui` | `src\api_hook_client.py` |
| producer | `src.ai_client._content_block_to_dict` | `src\ai_client.py` |
| producer | `src.api_hook_client.right_click` | `src\api_hook_client.py` |
| producer | `src.app_controller._api_get_gui_state` | `src\app_controller.py` |
| producer | `src.api_hook_client.get_performance` | `src\api_hook_client.py` |
| producer | `src.api_hook_client.get_warmup_wait` | `src\api_hook_client.py` |
| producer | `src.ai_client._add_bleed_derived` | `src\ai_client.py` |
| producer | `src.api_hook_client.set_value` | `src\api_hook_client.py` |
| producer | `src.app_controller.get_diagnostics` | `src\app_controller.py` |
| producer | `src.project_manager.default_discussion` | `src\project_manager.py` |
| producer | `src.ai_client._dashscope_call` | `src\ai_client.py` |
| producer | `src.api_hook_client.get_warmup_status` | `src\api_hook_client.py` |
| consumer | `src.ai_client._add_history_cache_breakpoint` | `src\ai_client.py` |
| consumer | `src.models.from_dict` | `src\models.py` |
| consumer | `src.app_controller._start_track_logic_result` | `src\app_controller.py` |
| consumer | `src.project_manager.entry_to_str` | `src\project_manager.py` |
| consumer | `src.app_controller._on_comms_entry` | `src\app_controller.py` |
| consumer | `src.ai_client._trim_minimax_history` | `src\ai_client.py` |
| consumer | `src.aggregate.build_tier3_context` | `src\aggregate.py` |
| consumer | `src.ai_client.ollama_chat` | `src\ai_client.py` |
| consumer | `src.project_manager.flat_config` | `src\project_manager.py` |
| consumer | `src.ai_client._repair_minimax_history` | `src\ai_client.py` |
| consumer | `src.ai_client._estimate_message_tokens` | `src\ai_client.py` |
| consumer | `src.ai_client._strip_private_keys` | `src\ai_client.py` |
| consumer | `src.aggregate._build_files_section_from_items` | `src\aggregate.py` |
| consumer | `src.models._save_config_to_disk` | `src\models.py` |
| consumer | `src.ai_client._repair_deepseek_history` | `src\ai_client.py` |
| consumer | `src.ai_client._pre_dispatch` | `src\ai_client.py` |
| consumer | `src.app_controller._start_track_logic` | `src\app_controller.py` |
| consumer | `src.ai_client._estimate_prompt_tokens` | `src\ai_client.py` |
| consumer | `src.project_manager.save_project` | `src\project_manager.py` |
| consumer | `src.ai_client._repair_anthropic_history` | `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.app_controller._refresh_api_metrics` | `src\app_controller.py` |
| consumer | `src.project_manager.format_discussion` | `src\project_manager.py` |
| consumer | `src.aggregate.build_markdown_from_items` | `src\aggregate.py` |
| consumer | `src.aggregate.build_markdown_no_history` | `src\aggregate.py` |
| consumer | `src.app_controller._offload_entry_payload` | `src\app_controller.py` |
| consumer | `src.ai_client._add_bleed_derived` | `src\ai_client.py` |
| consumer | `src.ai_client._trim_anthropic_history` | `src\ai_client.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._invalidate_token_estimate` | `src\ai_client.py` |
| consumer | `src.ai_client._strip_stale_file_refreshes` | `src\ai_client.py` |
| consumer | `src.ai_client._strip_cache_controls` | `src\ai_client.py` |
| consumer | `src.ai_client._append_comms` | `src\ai_client.py` |
## FileItem (0 producers + 0 consumers)
_(no producers or consumers)_
## FileItems (0 producers + 3 consumers)
| role | fqname | file |
|---|---|---|
| consumer | `src.ai_client._build_file_diff_text` | `src\ai_client.py` |
| consumer | `src.ai_client._reread_file_items_result` | `src\ai_client.py` |
| consumer | `src.ai_client._build_file_context_text` | `src\ai_client.py` |
## CommsLogEntry (0 producers + 0 consumers)
_(no producers or consumers)_
## CommsLog (0 producers + 0 consumers)
_(no producers or consumers)_
## HistoryMessage (0 producers + 2 consumers)
| role | fqname | file |
|---|---|---|
| consumer | `src.provider_state.replace_all` | `src\provider_state.py` |
| consumer | `src.provider_state.append` | `src\provider_state.py` |
## History (0 producers + 0 consumers)
_(no producers or consumers)_
## ToolDefinition (0 producers + 0 consumers)
_(no producers or consumers)_
## ToolCall (1 producers + 1 consumers)
| role | fqname | file |
|---|---|---|
| producer | `src.openai_compatible._to_typed_tool_call` | `src\openai_compatible.py` |
| consumer | `src.openai_compatible._to_dict_tool_call` | `src\openai_compatible.py` |
## Result (0 producers + 0 consumers)
_(no producers or consumers)_
docs/reports/code_path_audit/2026-06-22/field_usage.md
+19
View File
@@ -0,0 +1,19 @@
# Field Usage Rollup
Cross-aggregate analysis of which fields are accessed how often across the codebase.
| aggregate | field | total accesses |
|---|---|---|
| `HistoryMessage` | `lock` | 2 |
| `HistoryMessage` | `messages` | 2 |
| `Metadata` | `get` | 39 |
| `Metadata` | `pop` | 10 |
| `Metadata` | `session_usage` | 7 |
| `Metadata` | `ai_status` | 5 |
| `Metadata` | `files` | 5 |
| `Metadata` | `_pending_history_adds_lock` | 4 |
| `Metadata` | `_pending_history_adds` | 4 |
| `Metadata` | `ui_auto_add_history` | 3 |
| `Metadata` | `append` | 3 |
| `Metadata` | `_pending_gui_tasks_lock` | 2 |
| `ToolCall` | `to_dict` | 1 |
src/code_path_audit.py
+9 -1
View File
@@ -1187,7 +1187,8 @@ def run_audit(
md_path = agg_dir / f"{profile.name}.md"
tree_path = agg_dir / f"{profile.name}.tree"
dsl_path.write_text(to_dsl_v2(profile, generated_date=date), encoding="utf-8")
md_path.write_text(to_markdown(profile), encoding="utf-8")
from src.code_path_audit_render import render_full_markdown
md_path.write_text(render_full_markdown(profile), encoding="utf-8")
tree_path.write_text(to_tree(profile), encoding="utf-8")
output_paths[profile.name] = str(dsl_path)
return Result(data=AuditSummary(aggregate_profiles=tuple(profiles), output_paths=output_paths))
@@ -1233,11 +1234,18 @@ def render_rollups(summary: AuditSummary, output_dir: Path) -> dict[str, str]:
if p.is_candidate:
cand_lines.append(f"- **{p.name}**: candidate; would be detected after any_type_componentization_20260621 merges")
candidates_path.write_text("\n".join(cand_lines), encoding="utf-8")
from src.code_path_audit_render import render_field_usage_rollup, render_call_graph_rollup
field_usage_path = output_dir / "field_usage.md"
field_usage_path.write_text(render_field_usage_rollup(profiles), encoding="utf-8")
call_graph_path = output_dir / "call_graph.md"
call_graph_path.write_text(render_call_graph_rollup(profiles), encoding="utf-8")
return {
"summary.md": str(summary_path),
"cross_audit_summary.md": str(cross_audit_path),
"decomposition_matrix.md": str(decomposition_matrix_path),
"candidates.md": str(candidates_path),
"field_usage.md": str(field_usage_path),
"call_graph.md": str(call_graph_path),
}
def code_path_audit_v2(
src/code_path_audit_render.py
+325
View File
@@ -0,0 +1,325 @@
"""Enriched markdown renderers for code_path_audit v2.
Provides per-profile detail: call graph, field access breakdown,
struct shape, frequency per function, and concrete optimization
candidates. Designed for 2k+ line audit reports.
"""
from __future__ import annotations
from collections import Counter
from src.code_path_audit import (
AggregateProfile,
FunctionRef,
)
def render_full_markdown(profile: AggregateProfile) -> str:
"""Render the per-aggregate markdown with full detail.
Sections (15+):
1. Header (name, kind, memory_dim, is_candidate, totals)
2. Pipeline summary (producer/consumer counts)
3. Producers detail (per-producer: file, role, fields returned)
4. Consumers detail (per-consumer: file, role, fields accessed)
5. Field access matrix (every field x every consumer)
6. Access pattern (dominant + per-function breakdown)
7. Frequency (aggregate-level + per-function)
8. Result coverage
9. Type alias coverage (typed vs untyped breakdown)
10. Cross-audit findings (per bucket, with examples)
11. Decomposition cost (current/savings/direction/rationale)
12. Struct shape (inferred from producer return shapes)
13. Optimization candidates (concrete refactor steps)
14. Verdict (1-sentence summary)
15. Evidence appendix (every per-function evidence item)
"""
lines: list[str] = []
# Header
lines.append(f"# Aggregate Profile: {profile.name}")
lines.append("")
lines.append(f"**Aggregate kind:** {profile.aggregate_kind}")
lines.append(f"**Memory dim:** {profile.memory_dim}")
lines.append(f"**Is candidate:** {profile.is_candidate}")
lines.append("")
# Pipeline summary
lines.append("## Pipeline summary")
lines.append("")
lines.append(f"- Producers: {len(profile.producers)}")
lines.append(f"- Consumers: {len(profile.consumers)}")
lines.append(f"- Distinct producer fqnames: {len({f.fqname for f in profile.producers})}")
lines.append(f"- Distinct consumer fqnames: {len({f.fqname for f in profile.consumers})}")
lines.append(f"- Access pattern (aggregate): {profile.access_pattern}")
lines.append(f"- Frequency (aggregate): {profile.frequency}")
lines.append(f"- Decomposition direction: {profile.decomposition_cost.recommended_direction}")
lines.append(f"- Struct field count (estimated): {profile.decomposition_cost.struct_field_count}")
lines.append("")
# Producers detail
lines.append(f"## Producers ({len(profile.producers)})")
lines.append("")
if profile.producers:
# Group by file
by_file: dict[str, list[FunctionRef]] = {}
for p in profile.producers:
by_file.setdefault(p.file, []).append(p)
for file in sorted(by_file.keys()):
funcs = by_file[file]
lines.append(f"### `{file}` ({len(funcs)} producer{'s' if len(funcs) != 1 else ''})")
lines.append("")
for f in funcs:
lines.append(f"- `{f.fqname}` (line {f.line})")
lines.append("")
else:
lines.append("_(none)_")
lines.append("")
# Consumers detail
lines.append(f"## Consumers ({len(profile.consumers)})")
lines.append("")
if profile.consumers:
by_file = {}
for c in profile.consumers:
by_file.setdefault(c.file, []).append(c)
for file in sorted(by_file.keys()):
funcs = by_file[file]
lines.append(f"### `{file}` ({len(funcs)} consumer{'s' if len(funcs) != 1 else ''})")
lines.append("")
for f in funcs:
lines.append(f"- `{f.fqname}` (line {f.line})")
lines.append("")
else:
lines.append("_(none)_")
lines.append("")
# Field access matrix
lines.append("## Field access matrix")
lines.append("")
if profile.access_pattern_evidence:
all_fields: set[str] = set()
for ev in profile.access_pattern_evidence:
all_fields.update(ev.field_accesses.keys())
if all_fields:
sorted_fields = sorted(all_fields)
consumer_names = [ev.function.fqname.rsplit(".", 1)[-1] for ev in profile.access_pattern_evidence]
lines.append("| consumer | " + " | ".join(sorted_fields[:20]) + " |")
lines.append("|---|" + "|".join(["---"] * min(len(sorted_fields), 20)) + "|")
for ev in profile.access_pattern_evidence:
name = ev.function.fqname.rsplit(".", 1)[-1]
cells = []
for f in sorted_fields[:20]:
count = ev.field_accesses.get(f, 0)
cells.append(str(count) if count > 0 else ".")
lines.append(f"| `{name}` | " + " | ".join(cells) + " |")
if len(sorted_fields) > 20:
lines.append("")
lines.append(f"_... {len(sorted_fields) - 20} more fields_")
else:
lines.append("_(no field accesses detected)_")
else:
lines.append("_(no field accesses detected)_")
lines.append("")
# Access pattern
lines.append("## Access pattern")
lines.append("")
lines.append(f"**Dominant pattern:** {profile.access_pattern}")
lines.append(f"**Evidence count:** {len(profile.access_pattern_evidence)}")
if profile.access_pattern_evidence:
pattern_counts: Counter[str] = Counter()
for ev in profile.access_pattern_evidence:
pattern_counts[ev.pattern] += 1
lines.append("")
lines.append("**Per-function pattern distribution:**")
lines.append("")
for pat, count in pattern_counts.most_common():
pct = count / len(profile.access_pattern_evidence) * 100
lines.append(f"- `{pat}`: {count} functions ({pct:.0f}%)")
lines.append("")
# Frequency
lines.append("## Frequency")
lines.append("")
lines.append(f"**Dominant frequency:** {profile.frequency}")
lines.append(f"**Evidence count:** {len(profile.frequency_evidence)}")
if profile.frequency_evidence:
freq_counts: Counter[str] = Counter()
for ev in profile.frequency_evidence:
freq_counts[ev.frequency] += 1
lines.append("")
lines.append("**Per-function frequency distribution:**")
lines.append("")
for freq, count in freq_counts.most_common():
lines.append(f"- `{freq}`: {count} functions")
lines.append("")
# Result coverage
lines.append("## Result coverage")
lines.append("")
lines.append(f"**Summary:** {profile.result_coverage.summary}")
lines.append("")
lines.append("| metric | value |")
lines.append("|---|---|")
lines.append(f"| total producers | {profile.result_coverage.total_producers} |")
lines.append(f"| result producers | {profile.result_coverage.result_producers} |")
lines.append(f"| total consumers | {profile.result_coverage.total_consumers} |")
lines.append(f"| result consumers | {profile.result_coverage.result_consumers} |")
lines.append("")
# Type alias coverage
lines.append("## Type alias coverage")
lines.append("")
lines.append(f"**Summary:** {profile.type_alias_coverage.summary}")
lines.append("")
lines.append("| metric | value |")
lines.append("|---|---|")
lines.append(f"| total field-access sites | {profile.type_alias_coverage.total_sites} |")
lines.append(f"| typed sites (canonical field) | {profile.type_alias_coverage.typed_sites} |")
lines.append(f"| untyped sites (wildcard) | {profile.type_alias_coverage.untyped_sites} |")
lines.append("")
# Cross-audit findings
lines.append("## Cross-audit findings")
lines.append("")
total_cf = (
len(profile.cross_audit_findings.weak_types)
+ len(profile.cross_audit_findings.exception_handling)
+ len(profile.cross_audit_findings.optional_in_baseline)
+ len(profile.cross_audit_findings.config_io_ownership)
+ len(profile.cross_audit_findings.import_graph)
)
if total_cf == 0:
lines.append("_(no cross-audit findings mapped to this aggregate)_")
else:
lines.append("| bucket | audit script | site count | example file | example line | note |")
lines.append("|---|---|---|---|---|---|")
for f in profile.cross_audit_findings.weak_types:
lines.append(f"| weak_types | `{f.audit_script}` | {f.site_count} | `{f.example_file}` | {f.example_line} | {f.note} |")
for f in profile.cross_audit_findings.exception_handling:
lines.append(f"| exception_handling | `{f.audit_script}` | {f.site_count} | `{f.example_file}` | {f.example_line} | {f.note} |")
for f in profile.cross_audit_findings.optional_in_baseline:
lines.append(f"| optional_in_baseline | `{f.audit_script}` | {f.site_count} | `{f.example_file}` | {f.example_line} | {f.note} |")
for f in profile.cross_audit_findings.config_io_ownership:
lines.append(f"| config_io_ownership | `{f.audit_script}` | {f.site_count} | `{f.example_file}` | {f.example_line} | {f.note} |")
for f in profile.cross_audit_findings.import_graph:
lines.append(f"| import_graph | `{f.audit_script}` | {f.site_count} | `{f.example_file}` | {f.example_line} | {f.note} |")
lines.append("")
# Decomposition cost
lines.append("## Decomposition cost")
lines.append("")
dc = profile.decomposition_cost
lines.append(f"**Current cost estimate:** {dc.current_cost_estimate} us/turn")
lines.append(f"**Componentize savings:** {dc.componentize_savings} us/turn")
lines.append(f"**Unify savings:** {dc.unify_savings} us/turn")
lines.append(f"**Recommended direction:** {dc.recommended_direction}")
lines.append(f"**Rationale:** {dc.recommended_rationale}")
lines.append(f"**Struct field count (estimated):** {dc.struct_field_count}")
lines.append(f"**Struct frozen:** {dc.struct_frozen}")
lines.append("")
# Struct shape (inferred)
lines.append("## Struct shape (inferred from producer returns)")
lines.append("")
if profile.producers:
field_usage: Counter[str] = Counter()
for ev in profile.access_pattern_evidence:
field_usage.update(ev.field_accesses.keys())
if field_usage:
lines.append("| field | access count | access pattern |")
lines.append("|---|---|---|")
sorted_fields_by_use = field_usage.most_common()
for field_name, count in sorted_fields_by_use:
if count >= 3:
pattern = "hot"
elif count >= 1:
pattern = "used"
else:
pattern = "dead"
lines.append(f"| `{field_name}` | {count} | {pattern} |")
else:
lines.append("_(no field access data; cannot infer shape)_")
else:
lines.append("_(no producers; cannot infer shape)_")
lines.append("")
# Optimization candidates
lines.append("## Optimization candidates")
lines.append("")
if profile.optimization_candidates:
for cand in profile.optimization_candidates:
lines.append(f"### {cand.direction.upper()}: {cand.candidate}")
lines.append("")
lines.append(f"- **Effort:** {cand.effort}")
lines.append(f"- **Priority:** {cand.priority}")
lines.append(f"- **Estimated savings:** {cand.estimated_savings_us} us/turn")
lines.append(f"- **Affected files ({len(cand.affected_files)}):**")
for f in cand.affected_files:
lines.append(f" - `{f}`")
lines.append(f"- **Reference:** {cand.cross_ref}")
lines.append("")
else:
lines.append("_(no optimization candidates generated)_")
lines.append("")
# Verdict
lines.append("## Verdict")
lines.append("")
lines.append(f"{dc.recommended_rationale}")
lines.append("")
# Evidence appendix
lines.append("## Evidence appendix")
lines.append("")
if profile.access_pattern_evidence:
lines.append("### Access pattern evidence")
lines.append("")
lines.append("| function | pattern | field_accesses | confidence |")
lines.append("|---|---|---|---|")
for ev in profile.access_pattern_evidence:
fields_str = ", ".join(f"`{k}`={v}" for k, v in list(ev.field_accesses.items())[:10])
if len(ev.field_accesses) > 10:
fields_str += f" (+{len(ev.field_accesses) - 10} more)"
lines.append(f"| `{ev.function.fqname}` | `{ev.pattern}` | {fields_str} | {ev.confidence} |")
lines.append("")
if profile.frequency_evidence:
lines.append("### Frequency evidence")
lines.append("")
lines.append("| function | frequency | source | note |")
lines.append("|---|---|---|---|")
for ev in profile.frequency_evidence:
lines.append(f"| `{ev.function.fqname}` | `{ev.frequency}` | `{ev.source}` | {ev.note} |")
lines.append("")
return "\n".join(lines)
def render_field_usage_rollup(profiles: tuple[AggregateProfile, ...]) -> str:
"""Render the field usage rollup (cross-aggregate)."""
lines: list[str] = ["# Field Usage Rollup", ""]
lines.append("Cross-aggregate analysis of which fields are accessed how often across the codebase.")
lines.append("")
all_field_usage: dict[str, dict[str, int]] = {}
for p in profiles:
if p.is_candidate:
continue
for ev in p.access_pattern_evidence:
aggregate_fields = all_field_usage.setdefault(p.name, {})
for field_name, count in ev.field_accesses.items():
aggregate_fields[field_name] = aggregate_fields.get(field_name, 0) + count
if all_field_usage:
lines.append("| aggregate | field | total accesses |")
lines.append("|---|---|---|")
for aggregate in sorted(all_field_usage.keys()):
fields = all_field_usage[aggregate]
for field_name, count in sorted(fields.items(), key=lambda x: -x[1])[:10]:
lines.append(f"| `{aggregate}` | `{field_name}` | {count} |")
lines.append("")
return "\n".join(lines)
def render_call_graph_rollup(profiles: tuple[AggregateProfile, ...]) -> str:
"""Render the call graph rollup (most-touched functions per aggregate)."""
lines: list[str] = ["# Call Graph Rollup", ""]
lines.append("Functions that are producers or consumers of each aggregate, grouped by file.")
lines.append("")
for p in profiles:
if p.is_candidate:
continue
lines.append(f"## {p.name} ({len(p.producers)} producers + {len(p.consumers)} consumers)")
lines.append("")
if p.producers or p.consumers:
lines.append("| role | fqname | file |")
lines.append("|---|---|---|")
for prod in p.producers:
lines.append(f"| producer | `{prod.fqname}` | `{prod.file}` |")
for cons in p.consumers:
lines.append(f"| consumer | `{cons.fqname}` | `{cons.file}` |")
else:
lines.append("_(no producers or consumers)_")
lines.append("")
return "\n".join(lines)