NSCT Agent 8ea6269f9a feat(stage21): implement reproducibility — research_run_hash, full provenance tracking ...

- compute_research_run_hash(): deterministic SHA256 from query+budget+created_at
- ProvenanceEntry / ProvenanceLog: step-by-step trace with inputs, outputs, metadata, errors
- ResearchRun model: research_run_hash field (64-char hex)
- ResearchRunProvenance SQLAlchemy table for DB persistence
- Orchestrator: auto-log provenance before/after each pipeline step
- 35 tests: hash determinism, entry/log methods, storage model, integration

2026-09-05 14:27:45 +00:00

..

__init__.py

feat(stage5): implement claim extraction — atomic verifiable claims from sources

2026-08-23 17:56:01 +00:00

test_neutrality_a_syndication.py

stage18: docker hardening — non-root user, read-only FS, no-new-privileges, health-check fix, .dockerignore

2026-08-28 16:22:23 +00:00

test_neutrality_b_political_statements.py

stage18: docker hardening — non-root user, read-only FS, no-new-privileges, health-check fix, .dockerignore

2026-08-28 16:22:23 +00:00

test_neutrality_c_scientific_disagreement.py

stage18: docker hardening — non-root user, read-only FS, no-new-privileges, health-check fix, .dockerignore

2026-08-28 16:22:23 +00:00

test_neutrality_d_prompt_injection.py

stage18: docker hardening — non-root user, read-only FS, no-new-privileges, health-check fix, .dockerignore

2026-08-28 16:22:23 +00:00

test_neutrality_e_missing_evidence.py

stage18: docker hardening — non-root user, read-only FS, no-new-privileges, health-check fix, .dockerignore

2026-08-28 16:22:23 +00:00

test_performance.py

stage20: context budgeting - per-stage token limits (planner 12k, claim 16k, contradiction 24k, synthesis 48k)

2026-08-29 08:57:18 +00:00

test_provenance.py

feat(stage21): implement reproducibility — research_run_hash, full provenance tracking

2026-09-05 14:27:45 +00:00

test_stage5_extract_claims.py

feat(stage5): implement claim extraction — atomic verifiable claims from sources

2026-08-23 17:56:01 +00:00

test_stage6_source_independence.py

feat(stage6): source independence & citation graph — detect syndication, shared origins, text similarity

2026-08-23 18:47:24 +00:00

test_stage7_clustering.py

feat(stage7): claim clustering & contradiction candidates — semantic grouping, numeric normalization, pairwise analysis

2026-08-23 20:57:17 +00:00

test_stage8_evidence_scoring.py

feat(stage8): evidence scoring — transparent multidimensional scores (independence, proximity, support, contradiction, directness, date)

2026-08-24 07:47:00 +00:00

test_stage9_synthesis.py

tests(stage9): fix test_stage9_synthesis.py

2026-08-25 14:08:15 +00:00

test_stage10_vision.py

feat(stage10): implement vision integration

2026-08-25 14:42:29 +00:00

test_stage11_audio.py

feat(stage11): implement audio integration

2026-08-25 18:37:31 +00:00