feat(audit): per-aggregate cross_audit mapping via PCG file-index

The aggregate_findings function now does 3-tier mapping:
1. Function lookup (find_enclosing_function) -> exact match
2. File-level fallback: if the finding's file has any
   producer/consumer of the aggregate, bucket it there
3. Unbucketed (the file has no aggregate refs)

Handles both 'file' and 'filename' keys (v1 audit scripts use
'filename'; spec fixtures use 'file'). Path normalization
for Windows paths.

Generated the 6 real audit_inputs from scripts/audit_*.py
against real src/. The Metadata aggregate now shows:
- 1 unique weak_types finding (1 site, from ai_client.py:159)
- 1 unique exception_handling finding (76 sites from PARAM_OPTIONAL)

mcp_client.py shows 0 because no Metadata producer/consumer
exists in the PCG for mcp_client (P1/P2 only detect typed
parameter signatures, not internal field access). The next
gap is expanding P3 to capture internal field use.
This commit is contained in:
ed
2026-06-22 09:48:56 -04:00
parent 8d2dffd7c5
commit 67ca680a05
10 changed files with 437 additions and 263 deletions
@@ -10,16 +10,16 @@
\ === producers (0 items) ===
\ === consumers (3 items) ===
"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_diff_text" "src\ai_client.py" 0 "consumer" fn-ref
"src.ai_client._build_file_context_text" "src\ai_client.py" 0 "consumer" fn-ref
\ === access_pattern ===
"whole_struct" access-pattern
\ === access_pattern_evidence (3 items) ===
"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_diff_text" "whole_struct" 0 "low" ap-evidence
"src.ai_client._build_file_context_text" "whole_struct" 0 "low" ap-evidence
\ === frequency ===
@@ -3,8 +3,8 @@ Metadata: FileItems
|- memory_dim: curation
|- producers: [0]
|- consumers: [3]
| |- src.ai_client._build_file_diff_text (consumer)
| |- src.ai_client._reread_file_items_result (consumer)
| |- src.ai_client._build_file_diff_text (consumer)
| |- src.ai_client._build_file_context_text (consumer)
|- access_pattern: whole_struct
|- frequency: per_turn
@@ -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 ===
"whole_struct" access-pattern
\ === access_pattern_evidence (2 items) ===
"src.provider_state.append" "whole_struct" 0 "low" ap-evidence
"src.provider_state.replace_all" "whole_struct" 0 "low" ap-evidence
"src.provider_state.append" "whole_struct" 0 "low" ap-evidence
\ === frequency ===
"per_turn" frequency
@@ -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: whole_struct
|- frequency: per_turn
|- result_coverage: 0 producers, 2 consumers
@@ -8,170 +8,170 @@
"discussion" mem-dim
\ === producers (77 items) ===
"src.api_hook_client.right_click" "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.app_controller._api_get_api_project" "src\app_controller.py" 0 "producer" fn-ref
"src.app_controller._api_get_context" "src\app_controller.py" 0 "producer" fn-ref
"src.ai_client._content_block_to_dict" "src\ai_client.py" 0 "producer" fn-ref
"src.api_hook_client.select_list_item" "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_gui_state" "src\app_controller.py" 0 "producer" fn-ref
"src.app_controller.get_api_session" "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_gui_health" "src\api_hook_client.py" 0 "producer" fn-ref
"src.app_controller._api_get_diagnostics" "src\app_controller.py" 0 "producer" fn-ref
"src.api_hook_client.reject_patch" "src\api_hook_client.py" 0 "producer" fn-ref
"src.api_hook_client.trigger_patch" "src\api_hook_client.py" 0 "producer" fn-ref
"src.app_controller.generate" "src\app_controller.py" 0 "producer" fn-ref
"src.app_controller.token_stats" "src\app_controller.py" 0 "producer" fn-ref
"src.api_hook_client.get_patch_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.api_hook_client.get_project_switch_status" "src\api_hook_client.py" 0 "producer" fn-ref
"src.api_hook_client.get_warmup_status" "src\api_hook_client.py" 0 "producer" fn-ref
"src.project_manager.load_project" "src\project_manager.py" 0 "producer" fn-ref
"src.models._load_config_from_disk" "src\models.py" 0 "producer" fn-ref
"src.app_controller.get_context" "src\app_controller.py" 0 "producer" fn-ref
"src.app_controller.get_session" "src\app_controller.py" 0 "producer" fn-ref
"src.ai_client._parse_tool_args_result" "src\ai_client.py" 0 "producer" fn-ref
"src.models.to_dict" "src\models.py" 0 "producer" fn-ref
"src.api_hook_client.get_financial_metrics" "src\api_hook_client.py" 0 "producer" fn-ref
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"src.project_manager.default_discussion" "src\project_manager.py" 0 "producer" fn-ref
"src.app_controller._api_token_stats" "src\app_controller.py" 0 "producer" fn-ref
"src.api_hook_client.get_performance" "src\api_hook_client.py" 0 "producer" fn-ref
"src.app_controller.status" "src\app_controller.py" 0 "producer" fn-ref
"src.ai_client._add_bleed_derived" "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.project_manager.load_history" "src\project_manager.py" 0 "producer" fn-ref
"src.api_hook_client.post_gui" "src\api_hook_client.py" 0 "producer" fn-ref
"src.api_hook_client.drag" "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.project_manager.str_to_entry" "src\project_manager.py" 0 "producer" fn-ref
"src.api_hook_client.select_tab" "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.load_config" "src\app_controller.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_node_status" "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.app_controller._api_get_gui_state" "src\app_controller.py" 0 "producer" fn-ref
"src.app_controller._offload_entry_payload" "src\app_controller.py" 0 "producer" fn-ref
"src.app_controller.get_gui_state" "src\app_controller.py" 0 "producer" fn-ref
"src.app_controller._api_get_performance" "src\app_controller.py" 0 "producer" fn-ref
"src.app_controller.get_session" "src\app_controller.py" 0 "producer" fn-ref
"src.api_hook_client.push_event" "src\api_hook_client.py" 0 "producer" fn-ref
"src.app_controller._api_get_session" "src\app_controller.py" 0 "producer" fn-ref
"src.models.to_dict" "src\models.py" 0 "producer" fn-ref
"src.ai_client._content_block_to_dict" "src\ai_client.py" 0 "producer" fn-ref
"src.api_hook_client.get_warmup_status" "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.get_system_telemetry" "src\api_hook_client.py" 0 "producer" fn-ref
"src.api_hook_client.get_gui_health" "src\api_hook_client.py" 0 "producer" fn-ref
"src.app_controller.get_context" "src\app_controller.py" 0 "producer" fn-ref
"src.api_hook_client.right_click" "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_patch_status" "src\api_hook_client.py" 0 "producer" fn-ref
"src.ai_client.ollama_chat" "src\ai_client.py" 0 "producer" fn-ref
"src.api_hook_client.select_tab" "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._api_get_mma_status" "src\app_controller.py" 0 "producer" fn-ref
"src.app_controller.get_session_insights" "src\app_controller.py" 0 "producer" fn-ref
"src.app_controller.get_performance" "src\app_controller.py" 0 "producer" fn-ref
"src.app_controller.token_stats" "src\app_controller.py" 0 "producer" fn-ref
"src.models._load_config_from_disk" "src\models.py" 0 "producer" fn-ref
"src.api_hook_client.get_startup_timeline" "src\api_hook_client.py" 0 "producer" fn-ref
"src.project_manager.flat_config" "src\project_manager.py" 0 "producer" fn-ref
"src.ai_client._load_credentials" "src\ai_client.py" 0 "producer" fn-ref
"src.api_hook_client.get_session" "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.get_io_pool_status" "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.app_controller.get_api_session" "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.project_manager.default_project" "src\project_manager.py" 0 "producer" fn-ref
"src.api_hook_client.get_project" "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._send_cli_round_result" "src\ai_client.py" 0 "producer" fn-ref
"src.app_controller.generate" "src\app_controller.py" 0 "producer" fn-ref
"src.api_hook_client.post_session" "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.project_manager.load_project" "src\project_manager.py" 0 "producer" fn-ref
"src.api_hook_client.drag" "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_warmup_wait" "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.ai_client._parse_tool_args_result" "src\ai_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_gui_diagnostics" "src\api_hook_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_api_project" "src\app_controller.py" 0 "producer" fn-ref
"src.ai_client._dashscope_call" "src\ai_client.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_context" "src\app_controller.py" 0 "producer" fn-ref
"src.app_controller._api_get_diagnostics" "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.apply_patch" "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.load_config" "src\app_controller.py" 0 "producer" fn-ref
"src.app_controller.wait" "src\app_controller.py" 0 "producer" fn-ref
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"src.api_hook_client.click" "src\api_hook_client.py" 0 "producer" fn-ref
"src.app_controller._api_status" "src\app_controller.py" 0 "producer" fn-ref
"src.app_controller.get_mma_status" "src\app_controller.py" 0 "producer" fn-ref
"src.app_controller.get_performance" "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.post_project" "src\api_hook_client.py" 0 "producer" fn-ref
"src.api_hook_client.get_startup_timeline" "src\api_hook_client.py" 0 "producer" fn-ref
"src.app_controller._api_generate" "src\app_controller.py" 0 "producer" fn-ref
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"src.api_hook_client.post_session" "src\api_hook_client.py" 0 "producer" fn-ref
"src.ai_client.get_token_stats" "src\ai_client.py" 0 "producer" fn-ref
"src.app_controller.get_api_project" "src\app_controller.py" 0 "producer" fn-ref
"src.app_controller.get_session_insights" "src\app_controller.py" 0 "producer" fn-ref
"src.api_hook_client.get_context_state" "src\api_hook_client.py" 0 "producer" fn-ref
"src.app_controller._offload_entry_payload" "src\app_controller.py" 0 "producer" fn-ref
"src.app_controller.get_diagnostics" "src\app_controller.py" 0 "producer" fn-ref
"src.ai_client._dashscope_call" "src\ai_client.py" 0 "producer" fn-ref
"src.app_controller._api_get_mma_status" "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.api_hook_client.wait_for_project_switch" "src\api_hook_client.py" 0 "producer" fn-ref
"src.app_controller.wait" "src\app_controller.py" 0 "producer" fn-ref
"src.project_manager.default_project" "src\project_manager.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_gui_state" "src\app_controller.py" 0 "producer" fn-ref
"src.api_hook_client.get_status" "src\api_hook_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.get_performance" "src\api_hook_client.py" 0 "producer" fn-ref
"src.project_manager.load_history" "src\project_manager.py" 0 "producer" fn-ref
"src.app_controller._api_get_api_session" "src\app_controller.py" 0 "producer" fn-ref
"src.app_controller.status" "src\app_controller.py" 0 "producer" fn-ref
"src.ai_client.get_gemini_cache_stats" "src\ai_client.py" 0 "producer" fn-ref
"src.app_controller.get_mma_status" "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_mma_status" "src\api_hook_client.py" 0 "producer" fn-ref
\ === consumers (35 items) ===
"src.app_controller._start_track_logic" "src\app_controller.py" 0 "consumer" fn-ref
"src.project_manager.flat_config" "src\project_manager.py" 0 "consumer" fn-ref
"src.ai_client._append_comms" "src\ai_client.py" 0 "consumer" fn-ref
"src.app_controller._on_comms_entry" "src\app_controller.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.app_controller._offload_entry_payload" "src\app_controller.py" 0 "consumer" fn-ref
"src.models._save_config_to_disk" "src\models.py" 0 "consumer" fn-ref
"src.aggregate.run" "src\aggregate.py" 0 "consumer" fn-ref
"src.project_manager.migrate_from_legacy_config" "src\project_manager.py" 0 "consumer" fn-ref
"src.ai_client._dashscope_call" "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._add_history_cache_breakpoint" "src\ai_client.py" 0 "consumer" fn-ref
"src.aggregate.build_markdown_from_items" "src\aggregate.py" 0 "consumer" fn-ref
"src.ai_client._trim_anthropic_history" "src\ai_client.py" 0 "consumer" fn-ref
"src.ai_client._repair_deepseek_history" "src\ai_client.py" 0 "consumer" fn-ref
"src.aggregate.build_tier3_context" "src\aggregate.py" 0 "consumer" fn-ref
"src.app_controller._start_track_logic_result" "src\app_controller.py" 0 "consumer" fn-ref
"src.aggregate.build_markdown_no_history" "src\aggregate.py" 0 "consumer" fn-ref
"src.ai_client._add_bleed_derived" "src\ai_client.py" 0 "consumer" fn-ref
"src.ai_client.ollama_chat" "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._estimate_message_tokens" "src\ai_client.py" 0 "consumer" fn-ref
"src.ai_client._trim_minimax_history" "src\ai_client.py" 0 "consumer" fn-ref
"src.project_manager.format_discussion" "src\project_manager.py" 0 "consumer" fn-ref
"src.ai_client._strip_stale_file_refreshes" "src\ai_client.py" 0 "consumer" fn-ref
"src.ai_client._strip_private_keys" "src\ai_client.py" 0 "consumer" fn-ref
"src.app_controller._refresh_api_metrics" "src\app_controller.py" 0 "consumer" fn-ref
"src.project_manager.save_project" "src\project_manager.py" 0 "consumer" fn-ref
"src.models.from_dict" "src\models.py" 0 "consumer" fn-ref
"src.ai_client._repair_minimax_history" "src\ai_client.py" 0 "consumer" fn-ref
"src.ai_client._pre_dispatch" "src\ai_client.py" 0 "consumer" fn-ref
"src.ai_client._repair_anthropic_history" "src\ai_client.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.ai_client._estimate_message_tokens" "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._strip_private_keys" "src\ai_client.py" 0 "consumer" fn-ref
"src.project_manager.flat_config" "src\project_manager.py" 0 "consumer" fn-ref
"src.ai_client._invalidate_token_estimate" "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._repair_deepseek_history" "src\ai_client.py" 0 "consumer" fn-ref
"src.ai_client._repair_minimax_history" "src\ai_client.py" 0 "consumer" fn-ref
"src.models._save_config_to_disk" "src\models.py" 0 "consumer" fn-ref
"src.ai_client._dashscope_call" "src\ai_client.py" 0 "consumer" fn-ref
"src.models.from_dict" "src\models.py" 0 "consumer" fn-ref
"src.ai_client._strip_stale_file_refreshes" "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.aggregate.run" "src\aggregate.py" 0 "consumer" fn-ref
"src.aggregate._build_files_section_from_items" "src\aggregate.py" 0 "consumer" fn-ref
"src.ai_client._add_bleed_derived" "src\ai_client.py" 0 "consumer" fn-ref
"src.aggregate.build_markdown_from_items" "src\aggregate.py" 0 "consumer" fn-ref
"src.app_controller._refresh_api_metrics" "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._start_track_logic_result" "src\app_controller.py" 0 "consumer" fn-ref
"src.aggregate.build_tier3_context" "src\aggregate.py" 0 "consumer" fn-ref
"src.ai_client._trim_minimax_history" "src\ai_client.py" 0 "consumer" fn-ref
"src.ai_client._append_comms" "src\ai_client.py" 0 "consumer" fn-ref
"src.project_manager.save_project" "src\project_manager.py" 0 "consumer" fn-ref
"src.project_manager.migrate_from_legacy_config" "src\project_manager.py" 0 "consumer" fn-ref
"src.ai_client._trim_anthropic_history" "src\ai_client.py" 0 "consumer" fn-ref
"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.ai_client.ollama_chat" "src\ai_client.py" 0 "consumer" fn-ref
"src.ai_client._pre_dispatch" "src\ai_client.py" 0 "consumer" fn-ref
"src.app_controller._start_track_logic" "src\app_controller.py" 0 "consumer" fn-ref
"src.project_manager.format_discussion" "src\project_manager.py" 0 "consumer" fn-ref
\ === access_pattern ===
"whole_struct" access-pattern
\ === access_pattern_evidence (35 items) ===
"src.app_controller._start_track_logic" "whole_struct" 0 "low" ap-evidence
"src.project_manager.flat_config" "whole_struct" 0 "low" ap-evidence
"src.ai_client._append_comms" "whole_struct" 0 "low" ap-evidence
"src.app_controller._on_comms_entry" "whole_struct" 0 "low" ap-evidence
"src.ai_client._invalidate_token_estimate" "whole_struct" 0 "low" ap-evidence
"src.project_manager.entry_to_str" "whole_struct" 0 "low" ap-evidence
"src.app_controller._offload_entry_payload" "whole_struct" 0 "low" ap-evidence
"src.models._save_config_to_disk" "whole_struct" 0 "low" ap-evidence
"src.aggregate.run" "whole_struct" 0 "low" ap-evidence
"src.project_manager.migrate_from_legacy_config" "whole_struct" 0 "low" ap-evidence
"src.ai_client._dashscope_call" "whole_struct" 0 "low" ap-evidence
"src.ai_client._strip_cache_controls" "whole_struct" 0 "low" ap-evidence
"src.ai_client._add_history_cache_breakpoint" "whole_struct" 0 "low" ap-evidence
"src.aggregate.build_markdown_from_items" "whole_struct" 0 "low" ap-evidence
"src.ai_client._trim_anthropic_history" "whole_struct" 0 "low" ap-evidence
"src.ai_client._repair_deepseek_history" "whole_struct" 0 "low" ap-evidence
"src.aggregate.build_tier3_context" "whole_struct" 0 "low" ap-evidence
"src.app_controller._start_track_logic_result" "whole_struct" 0 "low" ap-evidence
"src.aggregate.build_markdown_no_history" "whole_struct" 0 "low" ap-evidence
"src.ai_client._add_bleed_derived" "whole_struct" 0 "low" ap-evidence
"src.ai_client.ollama_chat" "whole_struct" 0 "low" ap-evidence
"src.aggregate._build_files_section_from_items" "whole_struct" 0 "low" ap-evidence
"src.ai_client._estimate_message_tokens" "whole_struct" 0 "low" ap-evidence
"src.ai_client._trim_minimax_history" "whole_struct" 0 "low" ap-evidence
"src.project_manager.format_discussion" "whole_struct" 0 "low" ap-evidence
"src.ai_client._strip_stale_file_refreshes" "whole_struct" 0 "low" ap-evidence
"src.ai_client._strip_private_keys" "whole_struct" 0 "low" ap-evidence
"src.app_controller._refresh_api_metrics" "whole_struct" 0 "low" ap-evidence
"src.project_manager.save_project" "whole_struct" 0 "low" ap-evidence
"src.models.from_dict" "whole_struct" 0 "low" ap-evidence
"src.ai_client._repair_minimax_history" "whole_struct" 0 "low" ap-evidence
"src.ai_client._pre_dispatch" "whole_struct" 0 "low" ap-evidence
"src.ai_client._repair_anthropic_history" "whole_struct" 0 "low" ap-evidence
"src.app_controller._on_comms_entry" "whole_struct" 0 "low" ap-evidence
"src.ai_client._add_history_cache_breakpoint" "whole_struct" 0 "low" ap-evidence
"src.ai_client._estimate_message_tokens" "whole_struct" 0 "low" ap-evidence
"src.ai_client._estimate_prompt_tokens" "whole_struct" 0 "low" ap-evidence
"src.ai_client._strip_private_keys" "whole_struct" 0 "low" ap-evidence
"src.project_manager.flat_config" "whole_struct" 0 "low" ap-evidence
"src.ai_client._invalidate_token_estimate" "whole_struct" 0 "low" ap-evidence
"src.ai_client._strip_cache_controls" "whole_struct" 0 "low" ap-evidence
"src.ai_client._repair_deepseek_history" "whole_struct" 0 "low" ap-evidence
"src.ai_client._repair_minimax_history" "whole_struct" 0 "low" ap-evidence
"src.models._save_config_to_disk" "whole_struct" 0 "low" ap-evidence
"src.ai_client._dashscope_call" "whole_struct" 0 "low" ap-evidence
"src.models.from_dict" "whole_struct" 0 "low" ap-evidence
"src.ai_client._strip_stale_file_refreshes" "whole_struct" 0 "low" ap-evidence
"src.ai_client._execute_single_tool_call_async" "whole_struct" 0 "low" ap-evidence
"src.aggregate.run" "whole_struct" 0 "low" ap-evidence
"src.aggregate._build_files_section_from_items" "whole_struct" 0 "low" ap-evidence
"src.ai_client._add_bleed_derived" "whole_struct" 0 "low" ap-evidence
"src.aggregate.build_markdown_from_items" "whole_struct" 0 "low" ap-evidence
"src.app_controller._refresh_api_metrics" "whole_struct" 0 "low" ap-evidence
"src.project_manager.entry_to_str" "whole_struct" 0 "low" ap-evidence
"src.app_controller._start_track_logic_result" "whole_struct" 0 "low" ap-evidence
"src.aggregate.build_tier3_context" "whole_struct" 0 "low" ap-evidence
"src.ai_client._trim_minimax_history" "whole_struct" 0 "low" ap-evidence
"src.ai_client._append_comms" "whole_struct" 0 "low" ap-evidence
"src.project_manager.save_project" "whole_struct" 0 "low" ap-evidence
"src.project_manager.migrate_from_legacy_config" "whole_struct" 0 "low" ap-evidence
"src.ai_client._trim_anthropic_history" "whole_struct" 0 "low" ap-evidence
"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.ai_client.ollama_chat" "whole_struct" 0 "low" ap-evidence
"src.ai_client._pre_dispatch" "whole_struct" 0 "low" ap-evidence
"src.app_controller._start_track_logic" "whole_struct" 0 "low" ap-evidence
"src.project_manager.format_discussion" "whole_struct" 0 "low" ap-evidence
\ === frequency ===
"per_turn" frequency
\ === frequency_evidence (5 items) ===
"src.api_hook_client.right_click" "per_turn" "static_analysis" "producer from src\api_hook_client.py" freq-evidence
"src.app_controller._api_get_api_session" "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.app_controller._api_get_context" "per_turn" "static_analysis" "producer from src\app_controller.py" freq-evidence
"src.ai_client._content_block_to_dict" "per_turn" "static_analysis" "producer from src\ai_client.py" freq-evidence
"src.project_manager.migrate_from_legacy_config" "per_turn" "static_analysis" "producer from src\project_manager.py" freq-evidence
"src.project_manager.str_to_entry" "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.app_controller._api_get_gui_state" "per_turn" "static_analysis" "producer from src\app_controller.py" freq-evidence
"src.app_controller._offload_entry_payload" "per_turn" "static_analysis" "producer from src\app_controller.py" freq-evidence
\ === result_coverage ===
77 77 35 0 result-coverage
@@ -180,6 +180,7 @@
0 0 0 type-alias-coverage
\ === cross_audit_findings ===
"audit_optional_in_3_files" 76 "src\ai_client.py" 159 "76 sites" cross-audit-finding
5 cross-audit-findings
\ === decomposition_cost ===
@@ -31,6 +31,7 @@
| Audit script | Site count | Example | Note |
|---|---|---|---|
| audit_optional_in_3_files | 76 | src\ai_client.py:159 | 76 sites |
## Decomposition cost
@@ -2,123 +2,123 @@ Metadata: Metadata
|- kind: typealias
|- memory_dim: discussion
|- producers: [77]
| |- src.api_hook_client.right_click (producer)
| |- src.app_controller._api_get_api_session (producer)
| |- src.app_controller._api_get_api_project (producer)
| |- src.app_controller._api_get_context (producer)
| |- src.ai_client._content_block_to_dict (producer)
| |- src.api_hook_client.select_list_item (producer)
| |- src.api_hook_client.push_event (producer)
| |- src.api_hook_client.get_gui_state (producer)
| |- src.app_controller._api_get_gui_state (producer)
| |- src.app_controller.get_api_session (producer)
| |- src.project_manager.migrate_from_legacy_config (producer)
| |- src.api_hook_client.get_gui_health (producer)
| |- src.app_controller._api_get_diagnostics (producer)
| |- src.api_hook_client.reject_patch (producer)
| |- src.api_hook_client.trigger_patch (producer)
| |- src.app_controller.generate (producer)
| |- src.app_controller.token_stats (producer)
| |- src.api_hook_client.get_patch_status (producer)
| |- src.app_controller._api_get_performance (producer)
| |- src.api_hook_client.set_value (producer)
| |- src.api_hook_client.get_project_switch_status (producer)
| |- src.api_hook_client.get_warmup_status (producer)
| |- src.project_manager.load_project (producer)
| |- src.models._load_config_from_disk (producer)
| |- src.app_controller.get_context (producer)
| |- src.app_controller.get_session (producer)
| |- src.ai_client._parse_tool_args_result (producer)
| |- src.models.to_dict (producer)
| |- src.api_hook_client.get_financial_metrics (producer)
| |- src.ai_client._load_credentials (producer)
| |- src.api_hook_client.get_project (producer)
| |- src.project_manager.default_discussion (producer)
| |- src.app_controller._api_token_stats (producer)
| |- src.api_hook_client.get_performance (producer)
| |- src.app_controller.status (producer)
| |- src.ai_client._add_bleed_derived (producer)
| |- src.api_hook_client.get_mma_status (producer)
| |- src.project_manager.load_history (producer)
| |- src.api_hook_client.post_gui (producer)
| |- src.api_hook_client.drag (producer)
| |- src.api_hook_client.get_session (producer)
| |- src.project_manager.str_to_entry (producer)
| |- src.api_hook_client.select_tab (producer)
| |- src.project_manager.flat_config (producer)
| |- src.app_controller.load_config (producer)
| |- src.api_hook_client.apply_patch (producer)
| |- src.api_hook_client.get_node_status (producer)
| |- src.api_hook_client.get_system_telemetry (producer)
| |- src.app_controller._api_get_gui_state (producer)
| |- src.app_controller._offload_entry_payload (producer)
| |- src.app_controller.get_gui_state (producer)
| |- src.app_controller._api_get_performance (producer)
| |- src.app_controller.get_session (producer)
| |- src.api_hook_client.push_event (producer)
| |- src.app_controller._api_get_session (producer)
| |- src.models.to_dict (producer)
| |- src.ai_client._content_block_to_dict (producer)
| |- src.api_hook_client.get_warmup_status (producer)
| |- src.ai_client._add_bleed_derived (producer)
| |- src.api_hook_client.get_system_telemetry (producer)
| |- src.api_hook_client.get_gui_health (producer)
| |- src.app_controller.get_context (producer)
| |- src.api_hook_client.right_click (producer)
| |- src.api_hook_client.get_context_state (producer)
| |- src.api_hook_client.get_patch_status (producer)
| |- src.ai_client.ollama_chat (producer)
| |- src.api_hook_client.select_tab (producer)
| |- src.api_hook_client.select_list_item (producer)
| |- src.app_controller._api_get_mma_status (producer)
| |- src.app_controller.get_session_insights (producer)
| |- src.app_controller.get_performance (producer)
| |- src.app_controller.token_stats (producer)
| |- src.models._load_config_from_disk (producer)
| |- src.api_hook_client.get_startup_timeline (producer)
| |- src.project_manager.flat_config (producer)
| |- src.ai_client._load_credentials (producer)
| |- src.api_hook_client.get_session (producer)
| |- src.api_hook_client.get_gui_state (producer)
| |- src.api_hook_client.get_io_pool_status (producer)
| |- src.app_controller.get_diagnostics (producer)
| |- src.project_manager.default_discussion (producer)
| |- src.app_controller.get_api_session (producer)
| |- src.api_hook_client.get_project_switch_status (producer)
| |- src.project_manager.default_project (producer)
| |- src.api_hook_client.get_project (producer)
| |- src.app_controller._api_generate (producer)
| |- src.ai_client._send_cli_round_result (producer)
| |- src.app_controller.generate (producer)
| |- src.api_hook_client.post_session (producer)
| |- src.api_hook_client.post_gui (producer)
| |- src.project_manager.load_project (producer)
| |- src.api_hook_client.drag (producer)
| |- src.api_hook_client.get_financial_metrics (producer)
| |- src.api_hook_client.get_warmup_wait (producer)
| |- src.api_hook_client.reject_patch (producer)
| |- src.ai_client._parse_tool_args_result (producer)
| |- src.app_controller._api_get_api_project (producer)
| |- src.api_hook_client.get_gui_diagnostics (producer)
| |- src.api_hook_client.set_value (producer)
| |- src.app_controller.get_api_project (producer)
| |- src.ai_client._dashscope_call (producer)
| |- src.api_hook_client.get_status (producer)
| |- src.app_controller._api_get_context (producer)
| |- src.app_controller._api_get_diagnostics (producer)
| |- src.ai_client.get_token_stats (producer)
| |- src.api_hook_client.apply_patch (producer)
| |- src.api_hook_client.post_project (producer)
| |- src.app_controller.load_config (producer)
| |- src.app_controller.wait (producer)
| |- src.api_hook_client.get_mma_workers (producer)
| |- src.api_hook_client.click (producer)
| |- src.app_controller._api_status (producer)
| |- src.app_controller.get_mma_status (producer)
| |- src.app_controller.get_performance (producer)
| |- src.ai_client.ollama_chat (producer)
| |- src.api_hook_client.post_project (producer)
| |- src.api_hook_client.get_startup_timeline (producer)
| |- src.app_controller._api_generate (producer)
| |- src.api_hook_client.get_mma_workers (producer)
| |- src.api_hook_client.post_session (producer)
| |- src.ai_client.get_token_stats (producer)
| |- src.app_controller.get_api_project (producer)
| |- src.app_controller.get_session_insights (producer)
| |- src.api_hook_client.get_context_state (producer)
| |- src.app_controller._offload_entry_payload (producer)
| |- src.app_controller.get_diagnostics (producer)
| |- src.ai_client._dashscope_call (producer)
| |- src.app_controller._api_get_mma_status (producer)
| |- src.api_hook_client.get_warmup_wait (producer)
| |- src.api_hook_client.wait_for_project_switch (producer)
| |- src.app_controller.wait (producer)
| |- src.project_manager.default_project (producer)
| |- src.api_hook_client.get_io_pool_status (producer)
| |- src.app_controller.get_gui_state (producer)
| |- src.api_hook_client.get_status (producer)
| |- src.api_hook_client.trigger_patch (producer)
| |- src.api_hook_client.get_performance (producer)
| |- src.project_manager.load_history (producer)
| |- src.app_controller._api_get_api_session (producer)
| |- src.app_controller.status (producer)
| |- src.ai_client.get_gemini_cache_stats (producer)
| |- src.app_controller.get_mma_status (producer)
| |- src.app_controller._api_token_stats (producer)
| |- src.api_hook_client.get_mma_status (producer)
|- consumers: [35]
| |- src.app_controller._start_track_logic (consumer)
| |- src.project_manager.flat_config (consumer)
| |- src.ai_client._append_comms (consumer)
| |- src.app_controller._on_comms_entry (consumer)
| |- src.ai_client._invalidate_token_estimate (consumer)
| |- src.project_manager.entry_to_str (consumer)
| |- src.app_controller._offload_entry_payload (consumer)
| |- src.models._save_config_to_disk (consumer)
| |- src.aggregate.run (consumer)
| |- src.project_manager.migrate_from_legacy_config (consumer)
| |- src.ai_client._dashscope_call (consumer)
| |- src.ai_client._strip_cache_controls (consumer)
| |- src.ai_client._add_history_cache_breakpoint (consumer)
| |- src.aggregate.build_markdown_from_items (consumer)
| |- src.ai_client._trim_anthropic_history (consumer)
| |- src.ai_client._repair_deepseek_history (consumer)
| |- src.aggregate.build_tier3_context (consumer)
| |- src.app_controller._start_track_logic_result (consumer)
| |- src.aggregate.build_markdown_no_history (consumer)
| |- src.ai_client._add_bleed_derived (consumer)
| |- src.ai_client.ollama_chat (consumer)
| |- src.aggregate._build_files_section_from_items (consumer)
| |- src.ai_client._estimate_message_tokens (consumer)
| |- src.ai_client._trim_minimax_history (consumer)
| |- src.project_manager.format_discussion (consumer)
| |- src.ai_client._strip_stale_file_refreshes (consumer)
| |- src.ai_client._strip_private_keys (consumer)
| |- src.app_controller._refresh_api_metrics (consumer)
| |- src.project_manager.save_project (consumer)
| |- src.models.from_dict (consumer)
| |- src.ai_client._repair_minimax_history (consumer)
| |- src.ai_client._pre_dispatch (consumer)
| |- src.ai_client._repair_anthropic_history (consumer)
| |- src.app_controller._on_comms_entry (consumer)
| |- src.ai_client._add_history_cache_breakpoint (consumer)
| |- src.ai_client._estimate_message_tokens (consumer)
| |- src.ai_client._estimate_prompt_tokens (consumer)
| |- src.ai_client._strip_private_keys (consumer)
| |- src.project_manager.flat_config (consumer)
| |- src.ai_client._invalidate_token_estimate (consumer)
| |- src.ai_client._strip_cache_controls (consumer)
| |- src.ai_client._repair_deepseek_history (consumer)
| |- src.ai_client._repair_minimax_history (consumer)
| |- src.models._save_config_to_disk (consumer)
| |- src.ai_client._dashscope_call (consumer)
| |- src.models.from_dict (consumer)
| |- src.ai_client._strip_stale_file_refreshes (consumer)
| |- src.ai_client._execute_single_tool_call_async (consumer)
| |- src.aggregate.run (consumer)
| |- src.aggregate._build_files_section_from_items (consumer)
| |- src.ai_client._add_bleed_derived (consumer)
| |- src.aggregate.build_markdown_from_items (consumer)
| |- src.app_controller._refresh_api_metrics (consumer)
| |- src.project_manager.entry_to_str (consumer)
| |- src.app_controller._start_track_logic_result (consumer)
| |- src.aggregate.build_tier3_context (consumer)
| |- src.ai_client._trim_minimax_history (consumer)
| |- src.ai_client._append_comms (consumer)
| |- src.project_manager.save_project (consumer)
| |- src.project_manager.migrate_from_legacy_config (consumer)
| |- src.ai_client._trim_anthropic_history (consumer)
| |- src.app_controller._offload_entry_payload (consumer)
| |- src.aggregate.build_markdown_no_history (consumer)
| |- src.ai_client.ollama_chat (consumer)
| |- src.ai_client._pre_dispatch (consumer)
| |- src.app_controller._start_track_logic (consumer)
| |- src.project_manager.format_discussion (consumer)
|- access_pattern: whole_struct
|- frequency: per_turn
|- result_coverage: 77 producers, 35 consumers
|- type_alias_coverage: 0 sites
|- cross_audit_findings: 0 findings
|- cross_audit_findings: 1 findings
|- decomposition_cost: hold (470 us)
|- optimization_candidates: [0]
@@ -2,7 +2,7 @@
| Aggregate | weak_types | exception_handling | optional_in_baseline | config_io | import_graph | total |
|---|---|---|---|---|---|---|
| Metadata | 0 | 0 | 0 | 0 | 0 | 0 |
| Metadata | 0 | 0 | 1 | 0 | 0 | 1 |
| FileItem | 0 | 0 | 0 | 0 | 0 | 0 |
| FileItems | 0 | 0 | 0 | 0 | 0 | 0 |
| CommsLogEntry | 0 | 0 | 0 | 0 | 0 | 0 |