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Open_Ultra_SAST/benchmarks/measurements/2026-09-08-module-audit.json
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Marius CiepluchandClaude Opus 5 8663c1a5b3 feat(contributor-scan): 1.1 regions from entry points, 1.2 the repository driver 
Pair scoring could rely on a labelled function; a contributor cannot supply one
-- which code is risky is the question they are asking. Regions now come from
entry points, with a file-level fallback that says it is one, and each carries
only the families its shape and language admit. Ranking uses what
EntryPointRecord already decided (access_level, trust_boundary) rather than a
second opinion computed from the same evidence.

A family is offered only where its arbiter could answer: access_control needs a
handler, so a library file with no entry point is not asked about obligations it
has no siblings to be inconsistent with.

The driver makes the two costs that were free at pair scale explicit. ONE CPG
per repository, reused across regions -- a build is 5-30s on a forty-line
excerpt and per-region builds would make this unusable. And a budget that is a
TOTAL for the run rather than the enumerator's per-region cap of eight, spent
highest-rank-first, with whatever it does not reach counted into
regions_unjudged. A tool that silently analyses a tenth of a repository and
reports a clean result is worse than one that says what it skipped.

Two flaws the tests caught, both mine and both about ownership: the budget
counted calls by reading a client's own usage log, so it silently never tripped
for a client that keeps none -- the driver now counts its own spend through a
wrapper; and the driver trusted its caller to have sorted, when the order the
budget is spent in belongs to whoever holds the budget.

The third was worse and only surfaced because a test failed for the right
reason: the driver passed candidates=() and never enumerated, so a repository
scan would have reported only what the arbiters establish unaided and never
populated the suspicion band -- which supplied 15 of 26 findings in the pair
measurement. It enumerates now.

Sibling audit (Req 8.5) done before writing: family routing lives in exactly one
production place, pipeline._arbitrate, dispatching on spec type. regions_for
returns family names and the driver resolves specs, so that stays true.

750 passing, mypy clean over 96 files, gates byte-identical, zero orphans.

Co-Authored-By: Claude Opus 5 (1M context) <[email protected]>
Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
2026-09-09 07:28:30 +02:00

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{
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"standalone_capability": 7
},
"generated": "2026-09-09 (regenerated after contributor-scan group 1 added regions and the repo driver)",
"kept_with_a_lever_stripped": {
"improve/evolve.py + improve/validator.py": "the design's Removed list named these whole, but each is a mix: the mechanism lever (removed) and the deterministic rule-status improve loop that `ousast improve` still runs from benchmark evidence, which has no LLM in it and is not what this feature supersedes. Deleting the files would have taken a retained capability with them."
},
"modules": 95,
"note": "Classification of every source module after the group-1 subtraction. load_bearing = reachable from a gate, the CLI, or named by a surviving requirement; standalone_capability = its own entry point or protocol, deliberately off the scan path; orphaned = no importer, no entry point, no surviving requirement -- removed, never carried.",
"orphaned": [],
"removed_in_this_pass": {
"learning/ (16 modules)": "the noise architecture: rounds, acceptance, proposer, journal, canaries, verifiers, difficulty, scoring, classify, detectors, split, publish. Taxonomy, candidates and endpoint were re-homed to model/ first.",
"semantic/loo.py": "leave-one-out scoring of the mechanism store",
"semantic/mechanisms.py": "the mechanism store and the shape search that fed the optimisation loop",
"semantic/prove_budget.py": "embedding-ordered promotion budget, driven by the mechanism store",
"semantic/seed.py": "the mechanism exporter",
"semantic/variant_search.py": "variant search over the mechanism store",
"semantic/variants.py": "the shape-derivation optimisation surface; its guard vocabulary was ported verbatim to model/specs.py first, and trailing_name re-homed to semantic/ir.py",
"vectorstore.py": "a vector-store bakeoff harness with no production caller and no CLI entry, kept alive only by its own test -- the one genuine orphan the audit found"
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{
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},
{
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"reason": "model-grounded-detection Req 9: the corpus as the model's calibration set"
},
{
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{
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{
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],
"module": "semantic.obligations.check",
"reason": "reachable from gate, map_gate, pair_gate or the CLI"
},
{
"classification": "load_bearing",
"importers": [
"cli",
"hunter_tools",
"pairs",
"semantic.obligations.check"
],
"module": "semantic.obligations.dominance",
"reason": "reachable from gate, map_gate, pair_gate or the CLI"
},
{
"classification": "load_bearing",
"importers": [
"model.specs",
"pairs",
"semantic.obligations",
"semantic.obligations.check",
"semantic.obligations.operations",
"semantic.obligations.policy",
"semantic.obligations.shapes",
"semantic.obligations.siblings"
],
"module": "semantic.obligations.facts",
"reason": "reachable from gate, map_gate, pair_gate or the CLI"
},
{
"classification": "load_bearing",
"importers": [
"cli"
],
"module": "semantic.obligations.intent",
"reason": "reachable from gate, map_gate, pair_gate or the CLI"
},
{
"classification": "load_bearing",
"importers": [
"model.candidates",
"semantic.obligations.check",
"semantic.obligations.dominance",
"semantic.obligations.siblings"
],
"module": "semantic.obligations.operations",
"reason": "reachable from gate, map_gate, pair_gate or the CLI"
},
{
"classification": "load_bearing",
"importers": [
"cli",
"semantic.obligations.check"
],
"module": "semantic.obligations.policy",
"reason": "reachable from gate, map_gate, pair_gate or the CLI"
},
{
"classification": "load_bearing",
"importers": [
"semantic.obligations",
"semantic.obligations.operations"
],
"module": "semantic.obligations.shapes",
"reason": "reachable from gate, map_gate, pair_gate or the CLI"
},
{
"classification": "load_bearing",
"importers": [
"semantic.obligations.check"
],
"module": "semantic.obligations.siblings",
"reason": "reachable from gate, map_gate, pair_gate or the CLI"
},
{
"classification": "load_bearing",
"importers": [
"semantic",
"semantic.prove_filter"
],
"module": "semantic.overlay",
"reason": "reachable from gate, map_gate, pair_gate or the CLI"
},
{
"classification": "load_bearing",
"importers": [
"semantic"
],
"module": "semantic.prove_filter",
"reason": "reachable from gate, map_gate, pair_gate or the CLI"
},
{
"classification": "load_bearing",
"importers": [
"semantic.overlay"
],
"module": "semantic.taint",
"reason": "reachable from gate, map_gate, pair_gate or the CLI"
},
{
"classification": "standalone_capability",
"importers": [
"hunter",
"hunter_harness"
],
"module": "skills",
"reason": "skill router; consumed by mcp and by the OpenCode integration, not by the scan path"
},
{
"classification": "standalone_capability",
"importers": [
"stage_processors"
],
"module": "slot_contract",
"reason": "the slot/contract protocol stage_processors implements"
},
{
"classification": "standalone_capability",
"importers": [],
"module": "stage_processors",
"reason": "HarnessX slot-contracted scan stages; pinned by the zero-dependency guard in test_gate"
},
{
"classification": "load_bearing",
"importers": [
"cli"
],
"module": "stages",
"reason": "reachable from gate, map_gate, pair_gate or the CLI"
},
{
"classification": "load_bearing",
"importers": [
"model.endpoint"
],
"module": "tool_hunter",
"reason": "imported by model.endpoint"
},
{
"classification": "load_bearing",
"importers": [
"calibration",
"cli",
"fusion",
"reports",
"verify_judge"
],
"module": "verification",
"reason": "reachable from gate, map_gate, pair_gate or the CLI"
},
{
"classification": "load_bearing",
"importers": [
"cli"
],
"module": "verify_judge",
"reason": "reachable from gate, map_gate, pair_gate or the CLI"
}
],
"spec": "model-grounded-detection Req 3 (the outgrowth audit)",
"standalone": {
"fusion": "two-panel adjudication engine; reached from the scan's report stage and used standalone",
"harness_ext": "HarnessX extension surface; loaded by name when the optional harness is present",
"hunter_harness": "harness wiring for the tool hunter; used by the hunter path and by mcp",
"mcp": "narrow MCP server over stdio; its own `ousast mcp` entry point and OpenCode integration",
"skills": "skill router; consumed by mcp and by the OpenCode integration, not by the scan path",
"slot_contract": "the slot/contract protocol stage_processors implements",
"stage_processors": "HarnessX slot-contracted scan stages; pinned by the zero-dependency guard in test_gate"
}
}
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