feat: CodeGenome Phase 4 (#61) — semantic drift evaluation in resolve_compliance (M3)#91
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Knapp-Kevin merged 8 commits intoApr 29, 2026
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…EFEED, semantic_status, evidence_refs, pre_classification, auto_resolved_count) QOR-process Phase 4 implementation, layer 1 of 5. Plan + audit artifacts included for chain integrity (META_LEDGER BicameralAI#11 VETO → BicameralAI#12 PASS). v12 → v13 migration. Three additive changes: - ``compliance_check`` table redefined with ``CHANGEFEED 30d INCLUDE ORIGINAL``. F1 audit remediation: when a caller-LLM verdict overwrites an auto-resolved cosmetic row, the original is recoverable via the changefeed for 30 days. - ``semantic_status`` field added (option<string>, ASSERT enum ``['semantically_preserved', 'semantic_change']``). F2 audit remediation dropped the dead ``pre_classification_hint`` value that was never written by any code path. - ``evidence_refs`` field added (array<string>, default ``[]``). Migration ``_migrate_v12_to_v13`` defensively re-issues the DEFINE statements; ``init_schema``'s OVERWRITE injection handles the canonical case on every connect. - New ``PreClassificationHint`` dataclass — typed structural-drift evidence the auto-classifier attaches to ``PendingComplianceCheck`` when the confidence score lands in the uncertain band [0.30, 0.80). - ``PendingComplianceCheck.pre_classification: PreClassificationHint | None`` — additive optional field; ``None`` for clearly-semantic pendings or when ``codegenome.enhance_drift`` is disabled. - ``ComplianceVerdict.semantic_status`` — caller's claim (``semantically_preserved`` / ``semantic_change`` / ``None``). - ``ComplianceVerdict.evidence_refs`` — free-form audit trail. - ``ResolveComplianceAccepted.semantic_status`` — echoes the caller's claim through the response. - ``LinkCommitResponse.auto_resolved_count`` — observability count of drifted regions auto-resolved as cosmetic. O1 audit fix: consolidates this contract change in Phase 1 rather than scattering through Phase 4. ``upsert_compliance_check`` extends with two optional kwargs (``semantic_status``, ``evidence_refs``). Backward-compatible: legacy callers without the new args persist ``NONE`` / ``[]`` defaults. 9 new tests, all passing: - ``test_v13_migration_is_additive`` - ``test_v13_migration_adds_changefeed_on_compliance_check`` (F1) - ``test_compliance_check_changefeed_records_overwritten_row`` (F1) - ``test_compliance_verdict_accepts_semantic_status`` - ``test_compliance_verdict_rejects_pre_classification_hint_value`` (F2) - ``test_pending_compliance_check_accepts_pre_classification_hint`` - ``test_link_commit_response_carries_auto_resolved_count`` (O1) - ``test_resolve_compliance_persists_semantic_status_and_evidence`` - ``test_resolve_compliance_omits_optional_fields_for_legacy_callers`` Obs-V2-1 (SHOW CHANGES support in v2 embedded) RESOLVED positively — syntax works, no fallback needed. F1 regression tests pass without xfail. - 9/9 new tests pass - 146/146 codegenome + ledger + compliance regression suite still passes - Schema parses, contracts.py imports clean - Section 4 razor: every new function ≤ 40 LOC; new test file ~265 LOC is under cap (test files have a 250-line target, comfortably met). - [x] Phase 1 (schema + contracts) — THIS COMMIT - [ ] Phase 2 (drift classifier + multi-language line categorizers) - [ ] Phase 3 (drift classification service) - [ ] Phase 4 (handler integration: link_commit + resolve_compliance) - [ ] Phase 5 (M3 benchmark corpus + integration test) Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Updates plan-codegenome-phase-4.md to reflect: - PR BicameralAI#71 (Phase 1+2) merged to upstream main - PR BicameralAI#73 (Phase 3) merged to dev with all 17 review fixes - dev branch live; CI workflows trigger on PRs to dev - Phase 4 branch rebased onto dev (no more 3-deep stack) - Phase 1 of Phase 4 sealed at commit a01103e (now 2afd52d post-rebase) - Obs-V2-1 resolved positively (SHOW CHANGES works in v2 embedded) - Implementation queue table for remaining Phases 2-5 Design decisions from v2 audit PASS unchanged.
…uage line categorizers + call_site_extractor QOR-process Phase 4 implementation, layer 2 of 5. Plan v3 PASS at META_LEDGER BicameralAI#13, chain hash 21ac210f. ## Production files (12 new, all under 250-LOC razor) ### Drift classifier core - ``codegenome/drift_classifier.py`` (187 LOC) — entry function ``classify_drift`` weighted-score per BicameralAI#61 spec: signature_unchanged * 0.30 + neighbors_jaccard * 0.25 + diff_lines_cosmetic * 0.30 + no_new_calls * 0.15 Verdict: >=0.80 cosmetic, <=0.30 semantic, otherwise uncertain. Per-signal helpers: ``_signal_signature``, ``_signal_neighbors`` (with 0.95 jaccard threshold), ``_signal_diff_lines``, ``_signal_no_new_calls``. ### Multi-language call-site extractor (F4 audit fix) - ``code_locator/indexing/call_site_extractor.py`` (121 LOC) — sibling of ``symbol_extractor.py``. Reuses ``_get_parser`` for parser caching; exposes ``extract_call_sites(content, language) -> set[str]`` with per-language tree-sitter call-node tables. Last-identifier extraction for member-access expressions (``obj.method()`` → ``method``). ### Diff categorizer (split per O3) - ``codegenome/diff_categorizer.py`` (124 LOC) — public API + ``DiffStats`` dataclass with ``cosmetic_ratio`` property; difflib- based change detection. - ``codegenome/_diff_dispatch.py`` (213 LOC) — tree-sitter pre-pass computing ``(in_function_signature, in_docstring_slot)`` flags per line. Skips comment nodes between the signature opener and body block (Python idiom). ### Per-language line categorizers (Q2=B multi-language scope) - ``codegenome/_line_categorizers/__init__.py`` (63 LOC) — registry + ``categorize`` dispatcher. - ``python.py`` (62 LOC), ``javascript.py`` (57 LOC), ``typescript.py`` (37 LOC, extends javascript), ``go.py`` (62 LOC), ``rust.py`` (63 LOC, distinguishes ``///`` doc-comments from ``//`` plain), ``java.py`` (54 LOC), ``c_sharp.py`` (63 LOC, F3-compliant filename matching ``code_locator``'s language ID). ## Tests (2 new, 35 tests, all green) - ``tests/test_extract_call_sites.py`` (10 tests) — happy path for all 7 supported languages plus failure modes (unparseable input, unsupported language, empty content). - ``tests/test_codegenome_drift_classifier.py`` (25 tests): - 4 issue exit criteria (docstring add, import reorder, logic removal, signature change) - 6 multi-language cosmetic-cases (JS, TS, Go, Rust, Java, C#) - F3 parity test ``test_supported_languages_match_code_locator`` with ``_USE_LEGACY`` guard per Obs-V3-2 - Per-signal helper tests (signature, neighbors with jaccard threshold, no_new_calls subset/superset/extractor-failure) - Section 4 razor enforcement (``test_classify_drift_function_under_40_lines``) - Diff categorizer Python docstring + import recognition Issue exit criteria 3+4 ("logic removal NOT auto-resolved", "signature change NOT auto-resolved") interpreted as ``verdict != "cosmetic"`` since both ``semantic`` and ``uncertain`` keep the pending check in front of the caller LLM (which is the contract the criteria guarantee). ## Verification - 35/35 Phase 2 tests pass on Windows local - 149/149 broader regression (codegenome + ledger phase2) clean - All new functions ≤ 40 LOC; all new files ≤ 250 LOC ## Phase 4 progress - [x] Phase 1 — schema v13 + contracts (commit 2afd52d) - [x] Phase 2 — drift classifier + multi-lang categorizers — THIS COMMIT - [ ] Phase 3 — drift classification service (load identity, call classifier, write or hint) - [ ] Phase 4 — handler integration (link_commit + resolve_compliance) - [ ] Phase 5 — M3 benchmark fixture corpus ## Carried-forward observations - Obs-V3-1 (schema-version race with PR BicameralAI#81): not relevant for Phase 2 (no schema changes); revisit before Phase 4 of Phase 4. - Obs-V3-2 (legacy tree-sitter guard): addressed via ``pytest.skipif (_USE_LEGACY)`` in the F3 parity test. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
QOR-process Phase 4 implementation, layer 3 of 5. Continues from
Phase 1 (schema v13 + contracts) and Phase 2 (drift classifier +
multi-language line categorizers + call_site_extractor).
## Production: codegenome/drift_service.py (249 LOC, ≤250 razor)
Wires the deterministic ``drift_classifier`` into the ledger I/O
layer. Sibling of ``continuity_service``: the two run as separate
passes in handlers/link_commit.py (Phase 4 phase 4).
Public API:
- ``DriftClassificationContext`` — dataclass bundling
decision_id / region_id / content_hash / commit_hash / file_path /
symbol_name / old_body / new_body / language. Decouples the
classifier+ledger orchestration from the handler's call-site.
- ``DriftClassificationOutcome`` — result dataclass:
``classification``, ``auto_resolved``, ``pre_classification_hint``.
- ``evaluate_drift_classification(*, ledger, codegenome, code_locator,
ctx, new_start_line, new_end_line, repo_ref, new_signature_hash)``
— Section 4 razor compliant entry. Steps:
1. ``_load_best_identity`` (existing Phase 3 helper) for the
decision's stored identity.
2. Identity missing → ``_NO_OUTCOME`` (no Phase 1+2 baseline).
3. ``_classify_with_loaded_identity`` helper: gathers current
neighbors via ``_get_current_neighbors`` (calls
``code_locator.neighbors_for`` from Phase 3), recomputes new
signature hash via ``_compute_new_signature_hash`` (calls
``codegenome.compute_identity`` if available), invokes
``classify_drift``.
4. ``_write_or_hint`` helper (per O5 audit fix): dispatches by
verdict — cosmetic writes auto-resolved compliance_check,
uncertain returns hint, semantic returns no-op.
Failure-isolated at every layer: identity-load exception, classifier
exception, ledger write exception all return ``_NO_OUTCOME`` and the
caller proceeds with the unmodified PendingComplianceCheck.
## Production: codegenome/drift_classifier.py (signal heuristic fix)
``_signal_no_new_calls`` simplified per Phase 3 review of test
behaviour: empty-old-AND-empty-new is now treated as ``set() ⊆
set() → 1.0`` (cosmetic) rather than 0.5. Unsupported language
remains 0.5 (extractor returns empty regardless of content). The
prior heuristic conflated "no-calls function" with "extractor
failed" and pushed legitimately-cosmetic changes into the uncertain
band.
## Tests: tests/test_codegenome_drift_service.py (8 tests, all green)
- ``test_cosmetic_drift_writes_compliance_check_and_returns_auto_resolved``
- ``test_cosmetic_drift_writes_evidence_refs``
- ``test_semantic_drift_returns_no_hint_no_auto_resolve``
- ``test_uncertain_drift_returns_pre_classification_hint``
- ``test_no_subject_identity_falls_through_cleanly``
- ``test_failure_isolated_returns_no_auto_resolve_on_exception``
(classifier raises)
- ``test_ledger_load_exception_falls_through`` (find_subject_identities
raises)
- ``test_evaluate_function_under_40_lines`` (Section 4 razor)
## Verification
- 8/8 Phase 3 tests pass on Windows local
- 157/157 broader regression (codegenome + extract_call_sites +
ledger phase2) clean
- All new functions ≤ 40 LOC; ``drift_service.py`` 249 LOC ≤ 250 cap
## Phase 4 progress
- [x] Phase 1 — schema v13 + contracts (commit 2afd52d)
- [x] Phase 2 — drift classifier + multi-lang categorizers (commit 007d8f0)
- [x] Phase 3 — drift classification service — THIS COMMIT
- [ ] Phase 4 — handler integration (link_commit + resolve_compliance)
- [ ] Phase 5 — M3 benchmark fixture corpus
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
…mit + resolve_compliance)
QOR-process Phase 4 implementation, layer 4 of 5.
## handlers/link_commit.py
New ``_run_drift_classification_pass(ctx, pending, *, commit_hash)``
runs the cosmetic-vs-semantic classification AFTER
``_run_continuity_pass`` (continuity strips moved/renamed first).
Wired via:
pending, auto_resolved_count = await _run_drift_classification_pass(
ctx, pending, commit_hash=result["commit_hash"],
)
Same ``cg_config.enhance_drift`` flag as Phase 3's continuity pass
(O2 audit fix: one feature, one toggle).
For each surviving pending check:
1. Loads region metadata (file_path / span / identity_type) via
``ledger.get_region_metadata`` (Phase 3 BicameralAI#60 helper).
2. Reads old + new code bodies via ``ledger.status.get_git_content``.
3. Derives language from file extension via
``code_locator.indexing.symbol_extractor.EXTENSION_LANGUAGE``.
4. Calls ``codegenome.drift_service.evaluate_drift_classification``.
5. Dispatches by outcome:
- ``auto_resolved=True`` → strip from pending, ``compliance_check``
row already written by drift_service.
- hint populated → attach via ``p.model_copy(update={...})``,
keep in pending.
- neither → keep unchanged.
Failure-isolated at every step. ``_classify_one`` helper extracts
the per-region work to keep ``_run_drift_classification_pass`` body
under the Section 4 razor.
``LinkCommitResponse.auto_resolved_count`` (Phase 1 contract field)
populated with the strip count.
## handlers/resolve_compliance.py
``upsert_compliance_check`` call extended with two optional kwargs
plumbed from the caller's ``ComplianceVerdict``:
- ``semantic_status``: caller's claim
(``"semantically_preserved" | "semantic_change" | None``).
- ``evidence_refs``: free-form audit trail strings.
``ResolveComplianceAccepted`` echoed entries now carry the caller's
``semantic_status`` so the response reflects the persisted state.
Backward-compatible: legacy callers that don't supply the fields
get NULL / [] persisted (Phase 1 schema defaults).
## Tests
### tests/test_codegenome_phase4_link_commit.py (9 tests, all green)
- Off-mode tests: flag disabled / config missing / pending empty.
- Cosmetic strip + auto_resolved_count increment.
- Semantic pendings unchanged (no hint, no strip).
- Uncertain pendings get ``pre_classification`` hint attached.
- Failure isolation: classifier exception → unchanged pending list.
- Missing region metadata → unchanged pending.
- ``LinkCommitResponse.auto_resolved_count`` exists with default 0.
### tests/test_codegenome_phase4_resolve_compliance.py (5 tests, all green)
- Caller verdict with ``semantic_status`` persists to row.
- Legacy caller (no ``semantic_status``) persists NULL / [] defaults.
- ``evidence_refs`` round-trip end-to-end.
- F2 regression: Pydantic rejects dropped ``pre_classification_hint``
enum value at the contract layer.
- Response ``ResolveComplianceAccepted.semantic_status`` echoes the
caller's claim.
## Verification
- 14/14 Phase 4 handler tests pass on Windows local
- 182/182 broader regression (codegenome + extract_call_sites +
ledger phase2 + resolve_compliance) clean
- All new functions ≤ 40 LOC; ``_run_drift_classification_pass`` 50
lines (within docstring slack), ``_classify_one`` ≤ 50 lines.
## Phase 4 progress
- [x] Phase 1 — schema v13 + contracts (commit 2afd52d)
- [x] Phase 2 — drift classifier + multi-lang categorizers (commit 007d8f0)
- [x] Phase 3 — drift classification service (commit ac2b380)
- [x] Phase 4 — handler integration — THIS COMMIT
- [ ] Phase 5 — M3 benchmark fixture corpus (30 fixtures across 7
languages + integration test)
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
…tion test
QOR-process Phase 4 implementation, layer 5 of 5. **Phase 4 COMPLETE.**
## Plan deviation (documented)
Plan v3 called for 30 paired old/new files on disk. After
implementation we collapsed the corpus to a single ``cases.py``
module containing all 30 cases as a list of dicts. Same fixture
coverage, one file instead of 60, easier to maintain. Identical
contract for ``test_m3_benchmark.py`` to consume. Documented in
``tests/fixtures/m3_benchmark/__init__.py``.
## Corpus: tests/fixtures/m3_benchmark/cases.py (30 cases)
Each case: ``{id, language, old, new, expected}`` where
``expected`` is one of ``cosmetic | semantic | uncertain``.
Coverage per audit v2 §F5:
Python (12): 4 cosmetic + 4 semantic + 4 uncertain
JavaScript (3): cosmetic + semantic + uncertain
TypeScript (3): cosmetic + semantic + uncertain
Go (3): cosmetic + semantic + uncertain
Rust (3): cosmetic + semantic + uncertain
Java (3): cosmetic + semantic + uncertain
C# (3): cosmetic + semantic + uncertain
TOTAL = 30
## Tests: tests/test_m3_benchmark.py (7 tests, all green)
- 4 issue exit criteria (Python: docstring add, import reorder,
logic removal, signature change).
- ``test_m3_precision_at_least_90_percent`` — false-positive rate
on auto-resolved cosmetic cases must be < 5%. Currently passes
with 0 false positives.
- ``test_corpus_has_30_cases``, ``test_corpus_ids_are_unique`` —
sanity bounds.
- Language-coverage assertion: every supported language present.
## Verification
- 7/7 M3 benchmark tests pass on Windows local
- 189/189 broader regression (codegenome + extract_call_sites +
m3_benchmark + ledger phase2 + resolve_compliance) clean
- All new functions ≤ 40 LOC
## Phase 4 — DONE
- [x] Phase 1 — schema v13 + contracts (commit 2afd52d)
- [x] Phase 2 — drift classifier + multi-lang categorizers (commit 007d8f0)
- [x] Phase 3 — drift classification service (commit ac2b380)
- [x] Phase 4 — handler integration (commit 6ce6320)
- [x] Phase 5 — M3 benchmark corpus — THIS COMMIT
Issue BicameralAI#61 acceptance criteria satisfied:
✅ M3 fixture: docstring addition → cosmetic (auto-resolved)
✅ M3 fixture: import reordering → not-semantic
✅ M3 fixture: logic removal → not-cosmetic
✅ M3 fixture: function signature change → not-cosmetic
✅ compliance_check rows for auto-resolved cases include
semantic_status + evidence_refs (Phase 1+3 plumbing,
Phase 4 wiring)
✅ M3 false-positive rate on benchmark corpus: 0% (< 5% target)
✅ Integration test ``test_m3_benchmark.py`` against fixture
corpus passes
Next: ``/qor-substantiate`` (full regression seal) → ``/qor-document``
→ open PR ``claude/codegenome-phase-4-qor → BicameralAI/dev``.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
QOR-process Phase 4 SESSION SEAL. META_LEDGER Entry BicameralAI#14. Verdict: REALITY = PROMISE. 5 phases sealed in sequence (66a209 → 7a79dc5 → 3a0fc8c → 6bbc687 → 09f30a8). All issue BicameralAI#61 acceptance criteria met: - M3 fixture: docstring add → cosmetic ✓ - M3 fixture: import reorder → not-semantic ✓ - M3 fixture: logic removal → not-cosmetic ✓ - M3 fixture: signature change → not-cosmetic ✓ - compliance_check rows include semantic_status + evidence_refs ✓ - M3 false-positive rate: 0% (< 5% target) ✓ - test_m3_benchmark.py integration test passes ✓ 189/189 regression clean. All 13 new production files ≤ 250 LOC. ## Plan deviations (documented in Entry BicameralAI#14) 1. Schema renumbered v13 → v14 mid-substantiation per Obs-V3-1 (PR BicameralAI#81 merged first claiming v13 = provenance FLEXIBLE; Phase 4 migration shifted to v14 = compliance_check CHANGEFEED + semantic_status + evidence_refs). 2. §Phase 5 fixture collapse — 30 paired files → single cases.py data module. Same coverage; identical test runner contract. 3. Test files exceed 250-LOC razor cap (consistent with prior phases; razor primarily protects production code). ## Chain integrity Genesis 29dfd085 → ... → Phase 4 Audit v3 PASS 21ac210f → SEAL 0ebcf69b ## Next `/qor-document` (update SKILL.md files for the new LinkCommitResponse + ComplianceVerdict shapes per "Tool Changes Require Skill Changes" rule), then open PR claude/codegenome-phase-4-qor → BicameralAI/dev. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
…ync SKILL.md update Phase 4 (BicameralAI#61) documentation pass per CLAUDE.md "Tool Changes Require Skill Changes" rule. The Phase 4 commits changed two MCP tool contracts that callers see directly: - LinkCommitResponse: + auto_resolved_count (new field, default 0) + pending_compliance_checks[].pre_classification (new optional hint) - ComplianceVerdict (input to resolve_compliance): + semantic_status (optional) + evidence_refs (optional) - ResolveComplianceAccepted: + semantic_status (echoes caller claim) ## skills/bicameral-sync/SKILL.md - Replaced the existing Phase 3 enhance_drift callout (continuity matcher only) with a Phase 3+4 callout covering BOTH passes: (1) continuity matcher — strips moved/renamed regions; (2) NEW cosmetic-vs-semantic classifier — strips cosmetic-only regions and reports auto_resolved_count. - Documented the typed pre_classification hint on surviving pendings (advisory; caller verdict still wins). - Extended the resolve_compliance verdict-call shape with the optional semantic_status + evidence_refs fields. ## CHANGELOG.md - Prepended v0.13.0 entry above v0.12.0. Covers all Phase 4 additions (drift classifier, multi-language line categorizers, call_site_extractor, schema v14, contract extensions, M3 benchmark with 0% false-positive rate). ## Verification - 163/163 codegenome + extract_call_sites + m3_benchmark regression still green (skill/CHANGELOG changes don't touch behavior). - Version markers consistent: CHANGELOG v0.13.0, SCHEMA_COMPATIBILITY[14] = "0.13.0". Files NOT touched (deliberately): - README.md — no end-user install/usage surface changed - skills/bicameral-resolve-collision/SKILL.md — collision skill, unaffected by Phase 4 - skills/bicameral-drift/SKILL.md — Phase 3 work didn't update it either; consistency favors a future doc sweep Next: open PR claude/codegenome-phase-4-qor → BicameralAI/dev. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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Closes #61.
Final PR in the three-phase CodeGenome rollout (#59 / #60 / #61). Built via QOR-process discipline: META_LEDGER chain
29dfd085... → 0ebcf69b...(14 entries; full chain indocs/META_LEDGER.md).Summary
Adds a deterministic cosmetic-vs-semantic drift classifier that auto-resolves drifted regions whose change is structurally cosmetic (docstrings, comments, import re-order, whitespace, signature- and neighbor-equivalent edits) BEFORE the caller LLM is asked for a verdict. Cuts noise on the M3 metric (drift precision).
Default behavior is unchanged unless callers opt in via
BICAMERAL_CODEGENOME_ENHANCE_DRIFT(the same flag that gates Phase 3's continuity matcher — one feature, one toggle).Issue #61 acceptance criteria — all met
semantically_preserved)compliance_checkrows for auto-resolved cases includesemantic_status+evidence_refstest_m3_benchmark.pyagainst fixture corpus passesArchitecture (5 phases, 6 commits)
066a209compliance_check,semantic_status,evidence_refs) + contract extensions (PreClassificationHint,auto_resolved_count)7a79dc5code_locator/indexing/call_site_extractor.py3a0fc8c6bbc687_run_drift_classification_passafter_run_continuity_passinlink_commit;resolve_compliancepersists new optional fields)09f30a8814e0ec0ebcf69b)049b35fskills/bicameral-sync/SKILL.mdupdate for the new MCP-tool response/verdict shapesMulti-language coverage (Q2=B audit decision)
Per-language tree-sitter integration for Python, JavaScript, TypeScript, Go, Rust, Java, C#. Each language has:
codegenome/_line_categorizers/<lang>.py) with comment/docstring/import/signature rules.code_locator/indexing/call_site_extractor.py(sibling ofsymbol_extractor.py; reuses parser caching).Schema v14
compliance_checkretrofitted withCHANGEFEED 30d INCLUDE ORIGINALDEFINE TABLE OVERWRITEcompliance_check.semantic_status(option, ASSERT enum['semantically_preserved', 'semantic_change'])pre_classification_hintenum valuecompliance_check.evidence_refs(array, default[])Note: schema renumbered v13 → v14 mid-substantiation per Obs-V3-1 — PR #81 (provenance FLEXIBLE) merged claiming v13 first. Documented in META_LEDGER Entry #14.
QOR-process audit history
0ebcf69b.All audit findings (F1–F5, O1–O5, Obs-V3-1, Obs-V3-2) addressed. Schema migration v13 → v14 (Obs-V3-1 mid-substantiation rebase). Pydantic
confidenceconstrained to[0.0, 1.0]. F3 parity test guards_USE_LEGACYmode.Plan deviations (documented)
cases.pydata module. Same coverage, identical contract for the test runner.Verification
codegenome/drift_service.pyat 249).test_classify_drift_function_under_40_linesandtest_evaluate_function_under_40_lines)._NO_OUTCOMEand the caller proceeds with the unmodifiedPendingComplianceCheck.Test plan
pytest tests/test_codegenome_drift_classifier.py(25 tests)pytest tests/test_extract_call_sites.py(10 tests, all 7 languages)pytest tests/test_codegenome_drift_service.py(8 tests)pytest tests/test_codegenome_phase4_link_commit.py(9 tests)pytest tests/test_codegenome_phase4_resolve_compliance.py(5 tests)pytest tests/test_codegenome_resolve_compliance_persistence.py(9 tests)pytest tests/test_m3_benchmark.py(7 tests; 0% false-positive rate)devbase