Task 8.4 (Req 10.6, 5.1).
- harvest.merge_recipes appends recipes by name and never rewrites
existing rows.
- vibe-py/build_recipes.py --pointers: the 40 LLM-generated repositories
without a license become vendored = false rows (80 pairs, agent,
seeded) appended to recipes.toml; unlicensed human repos stay skipped.
- agent-vfc/build_recipes.py --from ... --pointers [--cache]: unlicensed
agent-authored fixes become title-tier pointer rows whose function
label is derived from the cached excerpt (30 added from a fresh
662-candidate search); TOML booleans rendered correctly.
- catalogs regenerated: vibe-py 115 rows (35 vendored + 80 pointer),
agent-vfc 59 (29 + 30); no excerpt is vendored for any pointer row.
- `pairs --slice vibe-py --pointers` scores both provenances (human 35,
agent 80); the default run skips 80 pairs with pointer_pair_skipped;
suite and gates unchanged. README/docs name the nightly command.
Co-Authored-By: Claude Fable 5.1 <[email protected]>
Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
Task 8.3 (Req 10.1-10.5).
- pairs.py: catalog rows with vendored = false carry their harvest recipe
and no excerpts; evaluate_catalog harvests them into
OPENULTRASAST_PAIR_CACHE (default ~/.cache/openultrasast/pairs) only
when `pairs --pointers` or OPENULTRASAST_PAIRS_NETWORK=1 allows the
network, otherwise records pointer_pair_skipped (a failed fetch is
pointer_pair_fetch_failed with detail); a warm cache never scores
without the switch. select_vendored for tests and gates.
- harvest.py: materialize_pointer harvests into the cache without the
license requirement (nothing is redistributed); redaction applies.
- catalog_gen.py: emits pointer rows with recipe fields; training
manifests skip them.
- pair_gate and improve/evolve.evaluate_profiles score vendored pairs
only; cli `pairs --pointers`; .gitignore covers the cache path.
- tests: loader, skip/degradation, cache hit, fetch failure, warm cache
with network off, profile gate exclusion, harvest and generator paths;
conftest keeps every test offline whatever the shell exports.
Co-Authored-By: Claude Fable 5.1 <[email protected]>
Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
Tasks 8.1, 7.1 (tests) and the re-scoped 5.3.
- pairs.py: review_tier in {seeded, advisory, title, reviewed} with
per-slice defaults (local reviewed, vibe-py seeded, sast/vfc/vfc-js/
github advisory, agent-vfc title); reviewer = "pending" means title, a
named reviewer means reviewed, reviewed without a reviewer is rejected;
per_tier metrics in the payload; select_tier and GATING_TIERS for the
improve loop.
- catalog_gen.py: stamps review_tier (and reviewer) on every generated
row and training manifest row; title rows enter catalog.toml; the
catalog-candidates.toml queue is retired; precedence matches the loader.
- agent-vfc: 29 title-tier rows load and score (0/29, Youden 0.0, the
honest unreviewed baseline); local rows name their reviewer.
- Tests: tier defaults, loader rejections, per_tier payload, the Req 8.1
catalog-on-disk / stage-1 exclusion proof and per-slice CLI checks.
Co-Authored-By: Claude Fable 5.1 <[email protected]>
Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
Tasks 1.2, 2.1-2.5 and 6.2 (pair-side filters).
- pairs.py: coverage with a source counts as detection and as leak;
function-scoped matching by line-range containment from the vulnerable
side's parse (unresolvable labels are counted loss, never silent
misses); exact or alias sink matching; weak CWE-only labels never match;
side-by-side inventory/overlay/hunter scorers; per_profile,
per_mechanism, achievable, known_limit and loss payload; loader rejects
unknown mechanism/provenance/split and reserved or missing function
labels on harvested slices; candidate rulesets thread through for the
improve loop.
- overlay.py: OverlayRecord.function (additive) filled from the shared
naming helper in one parse; benchmark.py: ExpectedFinding.mechanism.
- cli pairs: --slice over every slice, --profile, --split, --hunter,
--hunter-model.
- catalogs migrated to the new schema (provenance, split, function,
mechanism, known_limit for owasp-java-hash); baseline recorded in the
spec notes.
Co-Authored-By: Claude Fable 5.1 <[email protected]>
Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
Harvest 176 isolated vuln-vs-fix functions (109 CVEs, 352 training rows)
into benchmarks/pairs/vfc with provenance and a JSONL training manifest.
Score the slice as an honesty dashboard (ousast pairs --slice vfc);
keep the pair gate on the local fixtures only.
Regex inventory stays the proposer. MAP attaches promote/demote/unadjudicated/coverage
from intra-file taint (tree-sitter when a grammar parses, Python ast as last resort).
Deep sandboxes promotions only, ordered by the existing heuristic ranker plus optional
OpenRouter mechanism recall. The SAST pair slice scores overlay outcomes; the stage-1
detection gate and local pair gate stay inventory-only.
