daggerstuff/ai

staging

Grade	Name	Complexity	Churn	Issues
A	platform\pixelated_empathy_platform.py	26	9	-
A	sourcing\research_system\source_discovery\metadata_parser.py	22	9	-
A	monitoring\interactive_dashboard_system.py	1	9	1
C	monitoring\explainability\model_explainability.py	80	9	6
A	api\memory\null_memory_protocol_adapter.py	1	9	-
A	monitoring\tier_distribution_optimizer.py	57	9	-
A	sourcing\journal\tests\test_acquisition_manager.py	0	9	-
A	core\pipelines\processing\stage_slicer.py	34	9	1
A	sourcing\journal\mcp\server.py	73	9	1
A	sourcing\journal\mcp\utils\progress_streaming.py	30	9	-
A	monitoring\test_notifications_mocked.py	18	9	4
A	infrastructure\helm\pixelated-empathy\values.yaml		9	-
A	sourcing\journal\tests\mcp\test_integration_server.py	0	9	-
A	scripts\emergency_backup.py	15	9	-
A	monitoring\dashboard_web_launcher.py	3	9	1
A	infrastructure\autoscaling\gpu_autoscaler.py	48	9	-
A	training\defense_mechanisms\predict.py	16	9	1
A	sourcing\journal\tests\mcp\test_resources.py	1	9	-
A	infrastructure\distributed\test_health_and_recovery.py	2	9	-
A	annotation\scripts\enhanced_annotation_agent.py	41	9	3