mirror of
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Marius CiepluchandClaude Opus 5.5
f5180a14ec
learn/retrieve.py: stage 1 is a per-instrument Gower distance over the profile's allow-listed features with explicit missing (both ran: mean feature distance; differing states 1; same non-ran state 0; null in one 1; priors dropped with priors=off), n1 = 40 with seeded tie-breaks; stage 2 re-ranks by r = lam(1 - D) + (1 - lam)cos, signals_only without the target's vector; the balance rule takes k_ret = 6 (<= k/2 per label, <= 2 per group, <= 2 other families; `short` recorded). eligible() is the only way into a prompt: not the target's group, not an evaluated group, not the held-out source or framework, and outside deployment not a near-duplicate (cos >= 0.98). assert_boundary repeats the check on rendered ids; demonstrations of a held-out framework swap to their alternates; deployment_fold excludes a scanned repository that is a corpus group; seed_memory never hands a case its own group. learn/folds.py: compile split (25% of groups per primary family, 60/40 boot/val), outer grouped 5-fold stratified by family and label mix, leave-one-source-out, leave-one-framework-out (insufficient data below 10 groups), assert_disjoint and a folds digest; all seeded. Tests: test_learn_retrieve.py (hand-computed Gower, lam 0/0.5, balance, near-duplicates, test_boundary over outer/LOSO/LOFO folds with demonstrations), test_learn_folds.py. Co-Authored-By: Claude Opus 5.5 <[email protected]> Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo
1695 lines
45 KiB
JSON
1695 lines
45 KiB
JSON
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{
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"classification": "load_bearing",
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"reason": "learned-decision-engine Req 3.2/3.4: retrieval from the local memory and the evaluation boundary; the program (task 6.4) and `ousast learn compile` (6.5) are its callers",
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"plane.tasks.roles"
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]
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},
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{
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"module": "map_gate",
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"classification": "load_bearing",
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"reason": "entry point",
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"importers": []
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},
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{
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"module": "mapping",
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"classification": "load_bearing",
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"reason": "reachable from gate, map_gate, pair_gate or the CLI",
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"importers": [
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"cli",
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]
|
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},
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{
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|
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"reason": "model-grounded-detection Req 3: this classifier; run by the maintainer, not by the scan",
|
|
"importers": []
|
|
},
|
|
{
|
|
"module": "model.calibrate",
|
|
"classification": "load_bearing",
|
|
"reason": "model-grounded-detection Req 9: the corpus as the model's calibration set",
|
|
"importers": []
|
|
},
|
|
{
|
|
"module": "model.candidates",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"cli",
|
|
"model.scan"
|
|
]
|
|
},
|
|
{
|
|
"module": "model.config_value",
|
|
"classification": "load_bearing",
|
|
"reason": "model-grounded-detection Req 6.3: constant abstraction for the configuration families",
|
|
"importers": [
|
|
"model.pipeline",
|
|
"model.scan"
|
|
]
|
|
},
|
|
{
|
|
"module": "model.contracts",
|
|
"classification": "load_bearing",
|
|
"reason": "pre-push-safety-net Req 4.1/7.3: generic deadline, change and exact scope contracts; integration pending",
|
|
"importers": [
|
|
"cli",
|
|
"cpg.backend",
|
|
"cpg.session",
|
|
"model.partitions",
|
|
"model.regions",
|
|
"model.scan",
|
|
"push.assistance",
|
|
"push.cache",
|
|
"push.contracts",
|
|
"push.policy",
|
|
"push.report",
|
|
"push.reuse",
|
|
"push.runner",
|
|
"push.snapshot",
|
|
"push.vetoes"
|
|
]
|
|
},
|
|
{
|
|
"module": "model.dominance",
|
|
"classification": "load_bearing",
|
|
"reason": "model-grounded-detection Req 6.2: guard dominance, the arbiter for bugs that never crash",
|
|
"importers": [
|
|
"model.pipeline",
|
|
"model.scan"
|
|
]
|
|
},
|
|
{
|
|
"module": "model.endpoint",
|
|
"classification": "load_bearing",
|
|
"reason": "model-grounded-detection Req 8: the judge client, wired by model/judge.py in group 3",
|
|
"importers": [
|
|
"cli",
|
|
"plane.budget",
|
|
"plane.generate",
|
|
"push.assistance",
|
|
"tool_hunter"
|
|
]
|
|
},
|
|
{
|
|
"module": "model.evidence",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"model.scan"
|
|
]
|
|
},
|
|
{
|
|
"module": "model.execution",
|
|
"classification": "load_bearing",
|
|
"reason": "model-grounded-detection Req 10: the deferred execution tier seam, adopted not built",
|
|
"importers": []
|
|
},
|
|
{
|
|
"module": "model.judge",
|
|
"classification": "load_bearing",
|
|
"reason": "model-grounded-detection Req 8: one bounded question, checked against the model",
|
|
"importers": []
|
|
},
|
|
{
|
|
"module": "model.ladder",
|
|
"classification": "load_bearing",
|
|
"reason": "model-grounded-detection Req 5: the evidence ladder every finding carries",
|
|
"importers": [
|
|
"model.config_value",
|
|
"model.dominance",
|
|
"model.execution",
|
|
"model.judge",
|
|
"model.pipeline",
|
|
"model.scan",
|
|
"model.taint",
|
|
"push.policy"
|
|
]
|
|
},
|
|
{
|
|
"module": "model.layout",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"model.partitions",
|
|
"model.scan",
|
|
"plane.tasks.repo_facts",
|
|
"preprocess",
|
|
"push.runner"
|
|
]
|
|
},
|
|
{
|
|
"module": "model.partitions",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"model.scan"
|
|
]
|
|
},
|
|
{
|
|
"module": "model.pipeline",
|
|
"classification": "load_bearing",
|
|
"reason": "model-grounded-detection Req 8: the enumerator proposes, the LLM answers, the model disposes",
|
|
"importers": [
|
|
"model.scan",
|
|
"push.policy"
|
|
]
|
|
},
|
|
{
|
|
"module": "model.regions",
|
|
"classification": "load_bearing",
|
|
"reason": "contributor-scan Req 2: regions from entry points, with the families each admits",
|
|
"importers": [
|
|
"cli",
|
|
"model.layout",
|
|
"model.scan",
|
|
"push.policy",
|
|
"push.reuse",
|
|
"push.runner"
|
|
]
|
|
},
|
|
{
|
|
"module": "model.report",
|
|
"classification": "load_bearing",
|
|
"reason": "model-grounded-detection Req 9.3/11.1: per-slice reporting with the overfitting gap",
|
|
"importers": [
|
|
"cli"
|
|
]
|
|
},
|
|
{
|
|
"module": "model.scan",
|
|
"classification": "load_bearing",
|
|
"reason": "contributor-scan Req 3: the repository driver -- one CPG, one budget, ranked spend",
|
|
"importers": [
|
|
"cli",
|
|
"push.policy",
|
|
"push.report",
|
|
"push.runner",
|
|
"push.vetoes"
|
|
]
|
|
},
|
|
{
|
|
"module": "model.shipped",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"cli",
|
|
"push.runner"
|
|
]
|
|
},
|
|
{
|
|
"module": "model.specs",
|
|
"classification": "load_bearing",
|
|
"reason": "model-grounded-detection Req 7.2-7.4: the security vocabularies the CPG queries are parameterised by",
|
|
"importers": [
|
|
"model.config_value",
|
|
"model.dominance",
|
|
"model.judge",
|
|
"model.pipeline",
|
|
"model.regions",
|
|
"model.report",
|
|
"model.scan",
|
|
"model.taint",
|
|
"push.policy"
|
|
]
|
|
},
|
|
{
|
|
"module": "model.taint",
|
|
"classification": "load_bearing",
|
|
"reason": "model-grounded-detection Req 6.1: taint reachability over the CPG, the flow-family arbiter",
|
|
"importers": [
|
|
"model.judge",
|
|
"model.pipeline",
|
|
"model.scan"
|
|
]
|
|
},
|
|
{
|
|
"module": "model.taxonomy",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"cli",
|
|
"learn.features",
|
|
"learn.labels",
|
|
"model.candidates",
|
|
"model.report",
|
|
"model.scan",
|
|
"model.specs",
|
|
"plane.tasks.features"
|
|
]
|
|
},
|
|
{
|
|
"module": "pair_gate",
|
|
"classification": "load_bearing",
|
|
"reason": "entry point",
|
|
"importers": [
|
|
"cli"
|
|
]
|
|
},
|
|
{
|
|
"module": "pairs",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"cli",
|
|
"improve",
|
|
"improve.evolve",
|
|
"improve.memory",
|
|
"learn.examples",
|
|
"learn.labels",
|
|
"model.candidates",
|
|
"pair_gate",
|
|
"plane.tasks.loop"
|
|
]
|
|
},
|
|
{
|
|
"module": "plane",
|
|
"classification": "load_bearing",
|
|
"reason": "ai-service-plane Req 1-4: the service plane package; runner and reconciler integration in tasks 3-4",
|
|
"importers": [
|
|
"cli",
|
|
"improve.memory",
|
|
"learn.cli",
|
|
"learn.embeddings",
|
|
"learn.examples",
|
|
"plane.egress",
|
|
"plane.engine_alerts",
|
|
"plane.generate",
|
|
"plane.memory",
|
|
"plane.reconciler",
|
|
"plane.router",
|
|
"plane.runner",
|
|
"plane.tasks.loop",
|
|
"plane.tasks.remember",
|
|
"plane.tasks.roles",
|
|
"plane.tasks.verify",
|
|
"plane.workspaces"
|
|
]
|
|
},
|
|
{
|
|
"module": "plane.budget",
|
|
"classification": "load_bearing",
|
|
"reason": "ai-service-plane Req 2.3/2.4: metered chat client with usd and calls ceilings; task integration in tasks 3, 6",
|
|
"importers": [
|
|
"learn.cli",
|
|
"learn.embeddings",
|
|
"plane.generate",
|
|
"plane.tasks.roles",
|
|
"plane.tasks.verify"
|
|
]
|
|
},
|
|
{
|
|
"module": "plane.doctor",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"plane.reconciler"
|
|
]
|
|
},
|
|
{
|
|
"module": "plane.egress",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"plane.reconciler"
|
|
]
|
|
},
|
|
{
|
|
"module": "plane.engine_alerts",
|
|
"classification": "load_bearing",
|
|
"reason": "harnessx-removal Req 6.3: engine alerts where quick mode has no rules (PHP), on the host",
|
|
"importers": []
|
|
},
|
|
{
|
|
"module": "plane.generate",
|
|
"classification": "load_bearing",
|
|
"reason": "ai-service-plane task 7: an increment's Workspaces, per-case Tasks and Run from a recorded set",
|
|
"importers": [
|
|
"cli"
|
|
]
|
|
},
|
|
{
|
|
"module": "plane.manifests",
|
|
"classification": "load_bearing",
|
|
"reason": "ai-service-plane Req 1.1-1.4: ax-shaped Task/Workspace/Model and the Run kind, validated before anything runs",
|
|
"importers": [
|
|
"learn.cli",
|
|
"plane.egress",
|
|
"plane.generate",
|
|
"plane.reconciler",
|
|
"plane.router",
|
|
"plane.runner",
|
|
"plane.workspaces"
|
|
]
|
|
},
|
|
{
|
|
"module": "plane.memory",
|
|
"classification": "load_bearing",
|
|
"reason": "harnessx-removal Req 6.1/6.4: the memory store (file, MinIO), ingest and fact reuse; `ousast plane remember`",
|
|
"importers": [
|
|
"improve.memory",
|
|
"learn.cli",
|
|
"learn.embeddings",
|
|
"learn.examples",
|
|
"plane.generate",
|
|
"plane.tasks.loop",
|
|
"plane.tasks.remember"
|
|
]
|
|
},
|
|
{
|
|
"module": "plane.reconciler",
|
|
"classification": "load_bearing",
|
|
"reason": "ai-service-plane Req 3.1-3.5, 7.3: ax-backed Run execution, status attribution and doctor; `ousast plane`",
|
|
"importers": [
|
|
"plane.generate",
|
|
"plane.memory",
|
|
"plane.workspaces"
|
|
]
|
|
},
|
|
{
|
|
"module": "plane.router",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"plane.reconciler",
|
|
"plane.runner"
|
|
]
|
|
},
|
|
{
|
|
"module": "plane.runner",
|
|
"classification": "load_bearing",
|
|
"reason": "ai-service-plane Req 4.1-4.4: the ax-task-runner entrypoint (PID 1 of the task image); delivers the output directory",
|
|
"importers": []
|
|
},
|
|
{
|
|
"module": "plane.tasks",
|
|
"classification": "load_bearing",
|
|
"reason": "ai-service-plane Req 4.1: the task entrypoint package the runner imports by name; runner integration pending (task 3)",
|
|
"importers": [
|
|
"cli",
|
|
"learn.excerpt",
|
|
"learn.features",
|
|
"learn.labels",
|
|
"learn.roles",
|
|
"plane.engine_alerts",
|
|
"plane.generate",
|
|
"plane.memory",
|
|
"plane.tasks.agree",
|
|
"plane.tasks.alerts",
|
|
"plane.tasks.features",
|
|
"plane.tasks.remember",
|
|
"plane.tasks.roles"
|
|
]
|
|
},
|
|
{
|
|
"module": "plane.tasks.agree",
|
|
"classification": "load_bearing",
|
|
"reason": "ai-service-plane Req 5.3/2.1: agreement across two verify passes with per-candidate cost, turns and site match",
|
|
"importers": []
|
|
},
|
|
{
|
|
"module": "plane.tasks.alerts",
|
|
"classification": "load_bearing",
|
|
"reason": "harnessx-removal Req 6.3: quick-mode alerts on a case's vulnerable and fixed pins, model-free",
|
|
"importers": [
|
|
"learn.features",
|
|
"plane.engine_alerts",
|
|
"plane.tasks.features"
|
|
]
|
|
},
|
|
{
|
|
"module": "plane.tasks.features",
|
|
"classification": "load_bearing",
|
|
"reason": "learned-decision-engine Req 1.1-1.3/7.2: one allow-listed feature record per candidate, model-free",
|
|
"importers": []
|
|
},
|
|
{
|
|
"module": "plane.tasks.loop",
|
|
"classification": "load_bearing",
|
|
"reason": "harnessx-removal Req 6.3: the improvement loop's snapshot, measure, propose and improve steps",
|
|
"importers": [
|
|
"plane.memory"
|
|
]
|
|
},
|
|
{
|
|
"module": "plane.tasks.remember",
|
|
"classification": "load_bearing",
|
|
"reason": "harnessx-removal Req 6.1: a case's delivered artifacts as memory rows, model-free",
|
|
"importers": [
|
|
"cli"
|
|
]
|
|
},
|
|
{
|
|
"module": "plane.tasks.repo_facts",
|
|
"classification": "load_bearing",
|
|
"reason": "ai-service-plane Req 5.1/5.2: source-only functions and callers per file; runner integration pending",
|
|
"importers": [
|
|
"learn.excerpt",
|
|
"learn.features",
|
|
"learn.labels",
|
|
"learn.roles",
|
|
"plane.generate",
|
|
"plane.tasks.alerts",
|
|
"plane.tasks.features",
|
|
"plane.tasks.remember",
|
|
"plane.tasks.roles"
|
|
]
|
|
},
|
|
{
|
|
"module": "plane.tasks.roles",
|
|
"classification": "load_bearing",
|
|
"reason": "learned-decision-engine Req 8.1: model role classification per file chunk (model_sinks.py moved in); its Run template comes with the harvest (task 5)",
|
|
"importers": []
|
|
},
|
|
{
|
|
"module": "plane.tasks.verify",
|
|
"classification": "load_bearing",
|
|
"reason": "ai-service-plane Req 5.3/2.1-2.3/7.2: the batched hunt with known callers, metered and resumable per file hunt",
|
|
"importers": [
|
|
"plane.generate",
|
|
"plane.tasks.agree",
|
|
"plane.tasks.roles"
|
|
]
|
|
},
|
|
{
|
|
"module": "plane.workspaces",
|
|
"classification": "load_bearing",
|
|
"reason": "ai-service-plane task 4: Workspace manifests per case pin of a population; `ousast plane workspaces`",
|
|
"importers": [
|
|
"cli"
|
|
]
|
|
},
|
|
{
|
|
"module": "policy",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"cli",
|
|
"findings",
|
|
"hunter",
|
|
"improve.evolve",
|
|
"improve.validator",
|
|
"plane.tasks.loop",
|
|
"scoring.project_score",
|
|
"semantic.overlay",
|
|
"stage_processors"
|
|
]
|
|
},
|
|
{
|
|
"module": "policy.verycode",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"policy"
|
|
]
|
|
},
|
|
{
|
|
"module": "preprocess",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"cli",
|
|
"complexity.hints",
|
|
"complexity.map",
|
|
"complexity.signals",
|
|
"findings",
|
|
"gate",
|
|
"hunter",
|
|
"hunter_tools",
|
|
"improve.evolve",
|
|
"index",
|
|
"learn.features",
|
|
"learn.labels",
|
|
"learn.roles",
|
|
"map_gate",
|
|
"mapping",
|
|
"model.candidates",
|
|
"model.partitions",
|
|
"model.scan",
|
|
"pairs",
|
|
"plane.tasks.alerts",
|
|
"plane.tasks.features",
|
|
"plane.tasks.repo_facts",
|
|
"push.runner",
|
|
"rank",
|
|
"regress.candidate",
|
|
"semantic.overlay",
|
|
"skills",
|
|
"stage_processors"
|
|
]
|
|
},
|
|
{
|
|
"module": "profiling",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"cli"
|
|
]
|
|
},
|
|
{
|
|
"module": "provenance",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"cli"
|
|
]
|
|
},
|
|
{
|
|
"module": "provider",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"learn.cli",
|
|
"model.endpoint",
|
|
"tool_hunter"
|
|
]
|
|
},
|
|
{
|
|
"module": "provider.openrouter",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"learn.cli",
|
|
"model.endpoint",
|
|
"tool_hunter"
|
|
]
|
|
},
|
|
{
|
|
"module": "push",
|
|
"classification": "load_bearing",
|
|
"reason": "pre-push-safety-net Req 5.5/7.3: experimental push contract package; no hook installed",
|
|
"importers": [
|
|
"cli",
|
|
"push.assistance",
|
|
"push.eligibility",
|
|
"push.policy",
|
|
"push.report",
|
|
"push.reuse",
|
|
"push.runner",
|
|
"push.snapshot",
|
|
"push.vetoes"
|
|
]
|
|
},
|
|
{
|
|
"module": "push.assistance",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"push.runner"
|
|
]
|
|
},
|
|
{
|
|
"module": "push.cache",
|
|
"classification": "load_bearing",
|
|
"reason": "pre-push-safety-net task 6.2: bounded artifact publication and leased eviction; runner integration in 6.4",
|
|
"importers": [
|
|
"push.policy",
|
|
"push.reuse",
|
|
"push.runner"
|
|
]
|
|
},
|
|
{
|
|
"module": "push.contracts",
|
|
"classification": "load_bearing",
|
|
"reason": "pre-push-safety-net Req 5.5/7.3: immutable comparisons and independent result statuses; runner pending",
|
|
"importers": [
|
|
"push.policy",
|
|
"push.report",
|
|
"push.reuse",
|
|
"push.runner",
|
|
"push.snapshot",
|
|
"push.vetoes"
|
|
]
|
|
},
|
|
{
|
|
"module": "push.eligibility",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"push.runner"
|
|
]
|
|
},
|
|
{
|
|
"module": "push.policy",
|
|
"classification": "load_bearing",
|
|
"reason": "pre-push-safety-net Req 2.4/3.1/3.4/4.1: targeted same-semantics base comparison; replay integration pending",
|
|
"importers": [
|
|
"push.eligibility",
|
|
"push.report",
|
|
"push.runner",
|
|
"push.vetoes"
|
|
]
|
|
},
|
|
{
|
|
"module": "push.report",
|
|
"classification": "load_bearing",
|
|
"reason": "pre-push-safety-net Req 5.1/5.2/5.5/7.3: compact output and complete artifacts; runner integration pending",
|
|
"importers": [
|
|
"push.assistance",
|
|
"push.runner"
|
|
]
|
|
},
|
|
{
|
|
"module": "push.reuse",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"push.runner"
|
|
]
|
|
},
|
|
{
|
|
"module": "push.runner",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"cli",
|
|
"push.assistance"
|
|
]
|
|
},
|
|
{
|
|
"module": "push.snapshot",
|
|
"classification": "load_bearing",
|
|
"reason": "pre-push-safety-net Req 1.1/1.3/1.4/7.1: local immutable ref resolution; runner integration pending",
|
|
"importers": [
|
|
"push.runner"
|
|
]
|
|
},
|
|
{
|
|
"module": "push.vetoes",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"push.runner"
|
|
]
|
|
},
|
|
{
|
|
"module": "push_inputs",
|
|
"classification": "standalone_capability",
|
|
"reason": "pre-push-safety-net task 1.2: offline input provenance validator; python -m openultrasast.push_inputs",
|
|
"importers": []
|
|
},
|
|
{
|
|
"module": "push_scoring",
|
|
"classification": "standalone_capability",
|
|
"reason": "pre-push-safety-net task 1.3: frozen-profile diagnostic outcome scorer; python -m openultrasast.push_scoring",
|
|
"importers": [
|
|
"push.eligibility"
|
|
]
|
|
},
|
|
{
|
|
"module": "rank",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"calibration",
|
|
"cli",
|
|
"findings",
|
|
"gate",
|
|
"hunter",
|
|
"hunter_tools",
|
|
"improve.evolve",
|
|
"map_gate",
|
|
"pairs",
|
|
"plane.tasks.alerts",
|
|
"stage_processors"
|
|
]
|
|
},
|
|
{
|
|
"module": "redaction",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"harness",
|
|
"model.judge",
|
|
"model.pipeline",
|
|
"push.assistance",
|
|
"push.report",
|
|
"reports",
|
|
"semantic.obligations.intent"
|
|
]
|
|
},
|
|
{
|
|
"module": "regress",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"cli",
|
|
"regress.candidate"
|
|
]
|
|
},
|
|
{
|
|
"module": "regress.candidate",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"regress"
|
|
]
|
|
},
|
|
{
|
|
"module": "regress.recipes",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"regress",
|
|
"regress.candidate"
|
|
]
|
|
},
|
|
{
|
|
"module": "regress.safety",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"regress",
|
|
"regress.candidate"
|
|
]
|
|
},
|
|
{
|
|
"module": "regress.verdict",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"regress",
|
|
"regress.candidate"
|
|
]
|
|
},
|
|
{
|
|
"module": "reports",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"cli"
|
|
]
|
|
},
|
|
{
|
|
"module": "repos",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"cli",
|
|
"push_inputs"
|
|
]
|
|
},
|
|
{
|
|
"module": "ruleset",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"cli",
|
|
"findings",
|
|
"hunter",
|
|
"improve.evolve",
|
|
"improve.memory",
|
|
"improve.validator",
|
|
"learn.features",
|
|
"learn.labels",
|
|
"learn.roles",
|
|
"pairs",
|
|
"plane.tasks.alerts",
|
|
"plane.tasks.features",
|
|
"plane.tasks.loop",
|
|
"ruleset.store",
|
|
"semantic.facts",
|
|
"stage_processors"
|
|
]
|
|
},
|
|
{
|
|
"module": "ruleset.frameworks",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"learn.labels",
|
|
"learn.roles",
|
|
"ruleset.store",
|
|
"semantic.facts"
|
|
]
|
|
},
|
|
{
|
|
"module": "ruleset.store",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"improve.validator",
|
|
"ruleset"
|
|
]
|
|
},
|
|
{
|
|
"module": "run",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"cli",
|
|
"reports"
|
|
]
|
|
},
|
|
{
|
|
"module": "sandbox",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"cli",
|
|
"regress.candidate",
|
|
"regress.recipes",
|
|
"regress.safety",
|
|
"regress.verdict"
|
|
]
|
|
},
|
|
{
|
|
"module": "sandbox.probe",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"sandbox"
|
|
]
|
|
},
|
|
{
|
|
"module": "sandbox.runner",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"regress.candidate",
|
|
"regress.recipes",
|
|
"regress.safety",
|
|
"sandbox"
|
|
]
|
|
},
|
|
{
|
|
"module": "scoring",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"cli",
|
|
"improve.evolve",
|
|
"stage_processors"
|
|
]
|
|
},
|
|
{
|
|
"module": "scoring.project_score",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"scoring"
|
|
]
|
|
},
|
|
{
|
|
"module": "semantic",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"cli",
|
|
"cpg.capability",
|
|
"hunter_tools",
|
|
"learn.features",
|
|
"learn.roles",
|
|
"mapping",
|
|
"model.candidates",
|
|
"model.layout",
|
|
"model.scan",
|
|
"model.specs",
|
|
"pairs",
|
|
"semantic.cst",
|
|
"semantic.engines",
|
|
"semantic.functions",
|
|
"semantic.ir",
|
|
"semantic.obligations.check",
|
|
"semantic.obligations.facts",
|
|
"semantic.obligations.operations",
|
|
"semantic.obligations.shapes",
|
|
"semantic.overlay",
|
|
"semantic.prove_filter",
|
|
"semantic.taint"
|
|
]
|
|
},
|
|
{
|
|
"module": "semantic.cst",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"semantic.ir"
|
|
]
|
|
},
|
|
{
|
|
"module": "semantic.engines",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"cpg.capability",
|
|
"semantic",
|
|
"semantic.overlay"
|
|
]
|
|
},
|
|
{
|
|
"module": "semantic.extra",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"semantic",
|
|
"semantic.cst",
|
|
"semantic.engines"
|
|
]
|
|
},
|
|
{
|
|
"module": "semantic.facts",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"cli",
|
|
"hunter_tools",
|
|
"learn.features",
|
|
"learn.roles",
|
|
"mapping",
|
|
"model.candidates",
|
|
"model.layout",
|
|
"model.scan",
|
|
"model.specs",
|
|
"pairs",
|
|
"semantic",
|
|
"semantic.obligations.check",
|
|
"semantic.obligations.facts",
|
|
"semantic.obligations.operations",
|
|
"semantic.obligations.shapes",
|
|
"semantic.overlay",
|
|
"semantic.taint"
|
|
]
|
|
},
|
|
{
|
|
"module": "semantic.functions",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"hunter_tools",
|
|
"pairs",
|
|
"semantic.obligations.shapes",
|
|
"semantic.overlay"
|
|
]
|
|
},
|
|
{
|
|
"module": "semantic.ir",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"cli",
|
|
"hunter_tools",
|
|
"model.candidates",
|
|
"pairs",
|
|
"semantic.cst",
|
|
"semantic.functions",
|
|
"semantic.obligations.check",
|
|
"semantic.obligations.operations",
|
|
"semantic.obligations.shapes",
|
|
"semantic.overlay",
|
|
"semantic.taint"
|
|
]
|
|
},
|
|
{
|
|
"module": "semantic.obligations",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"cli",
|
|
"hunter_tools",
|
|
"model.candidates",
|
|
"model.specs",
|
|
"pairs",
|
|
"semantic.obligations.check",
|
|
"semantic.obligations.dominance",
|
|
"semantic.obligations.intent",
|
|
"semantic.obligations.operations",
|
|
"semantic.obligations.policy",
|
|
"semantic.obligations.shapes",
|
|
"semantic.obligations.siblings"
|
|
]
|
|
},
|
|
{
|
|
"module": "semantic.obligations.check",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"cli",
|
|
"semantic.obligations",
|
|
"semantic.obligations.intent"
|
|
]
|
|
},
|
|
{
|
|
"module": "semantic.obligations.dominance",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"cli",
|
|
"hunter_tools",
|
|
"pairs",
|
|
"semantic.obligations.check"
|
|
]
|
|
},
|
|
{
|
|
"module": "semantic.obligations.facts",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"model.specs",
|
|
"pairs",
|
|
"semantic.obligations",
|
|
"semantic.obligations.check",
|
|
"semantic.obligations.operations",
|
|
"semantic.obligations.policy",
|
|
"semantic.obligations.shapes",
|
|
"semantic.obligations.siblings"
|
|
]
|
|
},
|
|
{
|
|
"module": "semantic.obligations.intent",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"cli"
|
|
]
|
|
},
|
|
{
|
|
"module": "semantic.obligations.operations",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"model.candidates",
|
|
"semantic.obligations.check",
|
|
"semantic.obligations.dominance",
|
|
"semantic.obligations.siblings"
|
|
]
|
|
},
|
|
{
|
|
"module": "semantic.obligations.policy",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"cli",
|
|
"semantic.obligations.check"
|
|
]
|
|
},
|
|
{
|
|
"module": "semantic.obligations.shapes",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"semantic.obligations",
|
|
"semantic.obligations.operations"
|
|
]
|
|
},
|
|
{
|
|
"module": "semantic.obligations.siblings",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"semantic.obligations.check"
|
|
]
|
|
},
|
|
{
|
|
"module": "semantic.overlay",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"semantic",
|
|
"semantic.prove_filter"
|
|
]
|
|
},
|
|
{
|
|
"module": "semantic.prove_filter",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"semantic"
|
|
]
|
|
},
|
|
{
|
|
"module": "semantic.taint",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"semantic.overlay"
|
|
]
|
|
},
|
|
{
|
|
"module": "skills",
|
|
"classification": "standalone_capability",
|
|
"reason": "skill router; consumed by mcp and by the OpenCode integration, not by the scan path",
|
|
"importers": [
|
|
"hunter"
|
|
]
|
|
},
|
|
{
|
|
"module": "slot_contract",
|
|
"classification": "standalone_capability",
|
|
"reason": "the slot/contract protocol stage_processors implements",
|
|
"importers": [
|
|
"stage_processors"
|
|
]
|
|
},
|
|
{
|
|
"module": "stage_processors",
|
|
"classification": "standalone_capability",
|
|
"reason": "deterministic slot-contracted scan stages; pinned by the zero-dependency guard in test_gate",
|
|
"importers": []
|
|
},
|
|
{
|
|
"module": "stages",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"cli"
|
|
]
|
|
},
|
|
{
|
|
"module": "tool_hunter",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"model.endpoint",
|
|
"plane.budget",
|
|
"plane.tasks.roles",
|
|
"plane.tasks.verify"
|
|
]
|
|
},
|
|
{
|
|
"module": "verification",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate or the CLI",
|
|
"importers": [
|
|
"calibration",
|
|
"cli",
|
|
"fusion",
|
|
"reports"
|
|
]
|
|
}
|
|
]
|
|
}
|