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Marius CiepluchandClaude Fable 5.1
fbc3220bbe
learn/experiments.py: YAML manifests under plane/experiments/<id>.yaml, digest-checked at register, run and analyse time; `experiment`, `arm_outcome` and `experiment_result` rows; paired arms in a seeded repository order with a per-unit coin; arm A replay-only at $0; canary replicates under a fresh cache salt; repository-cluster paired bootstrap, exact McNemar, two O'Brien-Fleming looks, adopt/reject/equivalent/ inconclusive. `ousast learn experiment register|units|run|analyse`. Program: `ProgramSpec.sampling = retrieval_ensemble` (k samples at temperature 0 over k disjoint retrieved example sets; default unchanged); `Caller.salt`; `retrieve(exclude=)`. verify: OUSAST_VERIFY_CALLERS=off. Manifests exp-001-known-callers (plane arms, units pending) and exp-002-retrieval-ensemble (slice-2 incumbents, ceiling $4) -- not run. 18 scripted tests; module audit regenerated (151 modules). Co-Authored-By: Claude Fable 5.1 <[email protected]> Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo
1771 lines
46 KiB
JSON
1771 lines
46 KiB
JSON
{
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"modules": 151,
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"counts": {
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"load_bearing": 146,
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"standalone_capability": 5
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},
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"orphaned": [],
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"standalone": {
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|
"fusion": "two-panel adjudication engine; reached from the scan's report stage and used standalone",
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|
"mcp": "narrow MCP server over stdio; its own `ousast mcp` entry point and OpenCode integration",
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|
"push_inputs": "pre-push-safety-net task 1.2: offline input provenance validator; python -m openultrasast.push_inputs",
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|
"push_scoring": "pre-push-safety-net task 1.3: frozen-profile diagnostic outcome scorer; python -m openultrasast.push_scoring",
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|
"skills": "skill router; consumed by mcp and by the OpenCode integration, not by the scan path"
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},
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"rows": [
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{
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"module": "benchmark",
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"classification": "load_bearing",
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"reason": "reachable from gate, map_gate, pair_gate, cli",
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"importers": [
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"cli",
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"gate",
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"improve.evolve",
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"map_gate",
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"mcp",
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"pairs",
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"plane.tasks.loop"
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]
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},
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{
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"module": "calibration",
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"classification": "load_bearing",
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"reason": "reachable from gate, map_gate, pair_gate, 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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"module": "cli",
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"classification": "load_bearing",
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"reason": "entry point",
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"importers": [
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"mcp"
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]
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},
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{
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"module": "complexity",
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"classification": "load_bearing",
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"reason": "reachable from gate, map_gate, pair_gate, cli",
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"importers": [
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"cli",
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"complexity.hints",
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"complexity.ledger",
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"complexity.map",
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"map_gate",
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"plane.tasks.verify",
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"regress.candidate",
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"semantic.prove_filter",
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"tool_hunter"
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]
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},
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{
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"module": "complexity.hints",
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"classification": "load_bearing",
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"reason": "reachable from gate, map_gate, pair_gate, cli",
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"importers": [
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"complexity",
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"complexity.map"
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]
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},
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{
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"module": "complexity.ledger",
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"classification": "load_bearing",
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"reason": "reachable from gate, map_gate, pair_gate, cli",
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"importers": [
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"cli",
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"complexity",
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"complexity.map",
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]
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},
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{
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"module": "complexity.map",
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"classification": "load_bearing",
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"reason": "reachable from gate, map_gate, pair_gate, cli",
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"importers": [
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"cli",
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"complexity",
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"complexity.hints",
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"complexity.ledger",
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"map_gate",
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"plane.tasks.verify",
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"regress.candidate",
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"semantic.prove_filter",
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"tool_hunter"
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]
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},
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{
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"module": "complexity.signals",
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"classification": "load_bearing",
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"reason": "reachable from gate, map_gate, pair_gate, cli",
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"importers": [
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"complexity",
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"complexity.hints",
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"complexity.map"
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]
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},
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{
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"module": "config",
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"classification": "load_bearing",
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"reason": "reachable from gate, map_gate, pair_gate, cli",
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"importers": [
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"cli",
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"harness",
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"hunter_tools",
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"learn.cli",
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|
"model.endpoint",
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"pairs",
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"plane.memory",
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"push.assistance",
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"push.policy",
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"push.runner",
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"regress.candidate",
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"regress.recipes",
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"run"
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]
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},
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{
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"module": "contracts",
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"classification": "load_bearing",
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"reason": "pre-push-safety-net Req 7.3: strict shared manifest serialization, independent of push",
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"importers": [
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"config",
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"cpg.artifact",
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"model.contracts",
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"push.cache",
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"push.contracts",
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"push.policy",
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"push.vetoes"
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]
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},
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{
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"module": "cpg",
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"classification": "load_bearing",
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"reason": "model-grounded-detection Req 4: the CPG seam package",
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"importers": [
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"cli",
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"cpg.artifact",
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"cpg.backend",
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"model.config_value",
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"model.dominance",
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"model.partitions",
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"model.pipeline",
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"model.scan",
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"model.taint",
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"push.cache",
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"push.eligibility",
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"push.policy",
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"push.reuse",
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"push.runner"
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]
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},
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{
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"module": "cpg.artifact",
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"classification": "load_bearing",
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"reason": "pre-push-safety-net Req 4.3/7.3: backend graph identity and live lease contract; validation integration pending",
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"importers": [
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"cpg.backend",
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"push.cache",
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"push.eligibility",
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"push.reuse",
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"push.runner"
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]
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},
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{
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"module": "cpg.backend",
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"classification": "load_bearing",
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"reason": "model-grounded-detection Req 4.1/4.5: the single Joern subprocess boundary",
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"importers": [
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"cli",
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"cpg.artifact",
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"model.config_value",
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"model.dominance",
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"model.partitions",
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"model.pipeline",
|
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"model.scan",
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"model.taint",
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"push.cache",
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"push.policy",
|
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"push.reuse",
|
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"push.runner"
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]
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},
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{
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"module": "cpg.capability",
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"classification": "load_bearing",
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"reason": "model-grounded-detection Req 4.2/4.3: the engine probe that degrades to suspicion",
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"importers": [
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"cpg.backend"
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]
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},
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{
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"module": "cpg.session",
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"classification": "load_bearing",
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"reason": "reachable from gate, map_gate, pair_gate, cli",
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"importers": [
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"cpg.backend"
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]
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},
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{
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"module": "findings",
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"classification": "load_bearing",
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"reason": "reachable from gate, map_gate, pair_gate, cli",
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"importers": [
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"benchmark",
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"calibration",
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"cli",
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"complexity.ledger",
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"complexity.map",
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"complexity.signals",
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"fusion",
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"gate",
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"hunter",
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"hunter_tools",
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"improve.evolve",
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"map_gate",
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"model.ladder",
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"model.report",
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"pairs",
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"plane.tasks.alerts",
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"rank",
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"regress.candidate",
|
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"reports",
|
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"scoring.project_score",
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"semantic.obligations.check",
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"semantic.overlay",
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"semantic.prove_filter",
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"tool_hunter",
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"verification"
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]
|
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},
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{
|
|
"module": "fusion",
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"classification": "standalone_capability",
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"reason": "two-panel adjudication engine; reached from the scan's report stage and used standalone",
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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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"module": "gate",
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"classification": "load_bearing",
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"reason": "entry point",
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"importers": [
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"cli",
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"plane.tasks.loop"
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]
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},
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{
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"module": "harness",
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"classification": "load_bearing",
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"reason": "reachable from gate, map_gate, pair_gate, cli",
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"importers": [
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"cli"
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]
|
|
},
|
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{
|
|
"module": "hunter",
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"classification": "load_bearing",
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"reason": "reachable from gate, map_gate, pair_gate, cli",
|
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"importers": [
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"cli"
|
|
]
|
|
},
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{
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"module": "hunter_tools",
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"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate, cli",
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"importers": [
|
|
"tool_hunter"
|
|
]
|
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},
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{
|
|
"module": "improve",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate, cli",
|
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"importers": [
|
|
"cli",
|
|
"improve.evolve",
|
|
"improve.memory",
|
|
"plane.tasks.loop"
|
|
]
|
|
},
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{
|
|
"module": "improve.evolve",
|
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"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate, cli",
|
|
"importers": [
|
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"improve",
|
|
"plane.tasks.loop"
|
|
]
|
|
},
|
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{
|
|
"module": "improve.journal",
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|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate, cli",
|
|
"importers": [
|
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"improve",
|
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"improve.evolve",
|
|
"improve.memory",
|
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"plane.tasks.loop"
|
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]
|
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},
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{
|
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"module": "improve.memory",
|
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"classification": "load_bearing",
|
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"reason": "reachable from gate, map_gate, pair_gate, cli",
|
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"importers": [
|
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"cli",
|
|
"improve.evolve",
|
|
"plane.tasks.loop"
|
|
]
|
|
},
|
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{
|
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"module": "improve.validator",
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"classification": "load_bearing",
|
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"reason": "reachable from gate, map_gate, pair_gate, cli",
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"importers": [
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"improve",
|
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"improve.evolve",
|
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"improve.memory",
|
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"plane.tasks.loop"
|
|
]
|
|
},
|
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{
|
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"module": "index",
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"classification": "load_bearing",
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"reason": "reachable from gate, map_gate, pair_gate, cli",
|
|
"importers": [
|
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"cli",
|
|
"skills"
|
|
]
|
|
},
|
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{
|
|
"module": "learn",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate, cli",
|
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"importers": [
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"cli",
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"learn.calibrate",
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"learn.cli",
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"learn.compile",
|
|
"learn.embeddings",
|
|
"learn.evaluate",
|
|
"learn.examples",
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|
"learn.excerpt",
|
|
"learn.experiments",
|
|
"learn.features",
|
|
"learn.folds",
|
|
"learn.labels",
|
|
"learn.leaks",
|
|
"learn.program",
|
|
"learn.retrieve",
|
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"learn.roles",
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|
"plane.harvest",
|
|
"plane.tasks.features",
|
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"plane.tasks.remember",
|
|
"plane.tasks.roles"
|
|
]
|
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},
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{
|
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"module": "learn.calibrate",
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"classification": "load_bearing",
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"reason": "reachable from gate, map_gate, pair_gate, cli",
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"importers": [
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"learn.evaluate"
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]
|
|
},
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{
|
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"module": "learn.cli",
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"classification": "load_bearing",
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"reason": "reachable from gate, map_gate, pair_gate, 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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"module": "learn.compile",
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"classification": "load_bearing",
|
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"reason": "reachable from gate, map_gate, pair_gate, cli",
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"importers": [
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"learn.cli",
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"learn.evaluate",
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"learn.experiments"
|
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]
|
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},
|
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{
|
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"module": "learn.embeddings",
|
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"classification": "load_bearing",
|
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"reason": "reachable from gate, map_gate, pair_gate, cli",
|
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"importers": [
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"learn.cli",
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"learn.retrieve"
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]
|
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},
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{
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"module": "learn.evaluate",
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"classification": "load_bearing",
|
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"reason": "reachable from gate, map_gate, pair_gate, cli",
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"importers": [
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"learn.cli",
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"learn.compile",
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"learn.experiments"
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]
|
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},
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{
|
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"module": "learn.examples",
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"classification": "load_bearing",
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"reason": "reachable from gate, map_gate, pair_gate, cli",
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"importers": [
|
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"learn.cli",
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"learn.compile",
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"learn.evaluate",
|
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"learn.experiments",
|
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"learn.folds",
|
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"learn.program",
|
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"learn.retrieve"
|
|
]
|
|
},
|
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{
|
|
"module": "learn.excerpt",
|
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"classification": "load_bearing",
|
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"reason": "reachable from gate, map_gate, pair_gate, cli",
|
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"importers": [
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"learn.embeddings",
|
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"learn.examples",
|
|
"learn.labels",
|
|
"plane.harvest"
|
|
]
|
|
},
|
|
{
|
|
"module": "learn.experiments",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate, cli",
|
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"importers": [
|
|
"learn.cli"
|
|
]
|
|
},
|
|
{
|
|
"module": "learn.features",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate, cli",
|
|
"importers": [
|
|
"learn.excerpt",
|
|
"plane.tasks.features"
|
|
]
|
|
},
|
|
{
|
|
"module": "learn.folds",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate, cli",
|
|
"importers": [
|
|
"learn.cli",
|
|
"learn.compile",
|
|
"learn.evaluate",
|
|
"learn.experiments",
|
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"learn.program",
|
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"learn.retrieve"
|
|
]
|
|
},
|
|
{
|
|
"module": "learn.labels",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate, cli",
|
|
"importers": [
|
|
"cli",
|
|
"learn.calibrate",
|
|
"learn.cli",
|
|
"learn.compile",
|
|
"learn.evaluate",
|
|
"learn.examples",
|
|
"learn.excerpt",
|
|
"learn.retrieve",
|
|
"plane.harvest"
|
|
]
|
|
},
|
|
{
|
|
"module": "learn.leaks",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate, cli",
|
|
"importers": [
|
|
"learn.cli"
|
|
]
|
|
},
|
|
{
|
|
"module": "learn.program",
|
|
"classification": "load_bearing",
|
|
"reason": "learned-decision-engine Req 3.1/3.3: the AI classifier program (signature, Retrieve -> Classify(k), response cache); `ousast learn compile` (task 6.5) and the decide task (task 8) are its callers",
|
|
"importers": [
|
|
"learn.cli",
|
|
"learn.compile",
|
|
"learn.evaluate",
|
|
"learn.experiments"
|
|
]
|
|
},
|
|
{
|
|
"module": "learn.retrieve",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate, cli",
|
|
"importers": [
|
|
"learn.evaluate",
|
|
"learn.program"
|
|
]
|
|
},
|
|
{
|
|
"module": "learn.roles",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate, cli",
|
|
"importers": [
|
|
"learn.features",
|
|
"plane.tasks.features",
|
|
"plane.tasks.roles"
|
|
]
|
|
},
|
|
{
|
|
"module": "learn.schema",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate, cli",
|
|
"importers": [
|
|
"learn.compile",
|
|
"learn.evaluate",
|
|
"learn.features",
|
|
"learn.leaks",
|
|
"learn.program",
|
|
"learn.retrieve",
|
|
"learn.roles",
|
|
"plane.tasks.remember",
|
|
"plane.tasks.roles"
|
|
]
|
|
},
|
|
{
|
|
"module": "map_gate",
|
|
"classification": "load_bearing",
|
|
"reason": "entry point",
|
|
"importers": []
|
|
},
|
|
{
|
|
"module": "mapping",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate, cli",
|
|
"importers": [
|
|
"cli",
|
|
"gate",
|
|
"hunter_tools",
|
|
"improve.evolve",
|
|
"learn.features",
|
|
"map_gate",
|
|
"model.scan",
|
|
"pairs",
|
|
"plane.tasks.alerts",
|
|
"preprocess",
|
|
"push.runner"
|
|
]
|
|
},
|
|
{
|
|
"module": "mcp",
|
|
"classification": "standalone_capability",
|
|
"reason": "narrow MCP server over stdio; its own `ousast mcp` entry point and OpenCode integration",
|
|
"importers": [
|
|
"cli"
|
|
]
|
|
},
|
|
{
|
|
"module": "model",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate, cli",
|
|
"importers": [
|
|
"cli",
|
|
"cpg.backend",
|
|
"cpg.session",
|
|
"learn.cli",
|
|
"learn.features",
|
|
"learn.labels",
|
|
"model.candidates",
|
|
"model.config_value",
|
|
"model.dominance",
|
|
"model.layout",
|
|
"model.partitions",
|
|
"model.pipeline",
|
|
"model.regions",
|
|
"model.report",
|
|
"model.scan",
|
|
"model.specs",
|
|
"model.taint",
|
|
"plane.budget",
|
|
"plane.generate",
|
|
"plane.tasks.features",
|
|
"plane.tasks.repo_facts",
|
|
"preprocess",
|
|
"push.assistance",
|
|
"push.cache",
|
|
"push.contracts",
|
|
"push.policy",
|
|
"push.report",
|
|
"push.reuse",
|
|
"push.runner",
|
|
"push.snapshot",
|
|
"push.vetoes",
|
|
"tool_hunter"
|
|
]
|
|
},
|
|
{
|
|
"module": "model.audit",
|
|
"classification": "load_bearing",
|
|
"reason": "model-grounded-detection Req 3: this classifier; run by the maintainer, not by the scan",
|
|
"importers": []
|
|
},
|
|
{
|
|
"module": "model.candidates",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate, 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 bounded model client the hunter, the plane and the CLI share",
|
|
"importers": [
|
|
"cli",
|
|
"learn.cli",
|
|
"plane.budget",
|
|
"plane.generate",
|
|
"push.assistance",
|
|
"tool_hunter"
|
|
]
|
|
},
|
|
{
|
|
"module": "model.evidence",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate, cli",
|
|
"importers": [
|
|
"model.scan"
|
|
]
|
|
},
|
|
{
|
|
"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.pipeline",
|
|
"model.scan",
|
|
"model.taint",
|
|
"push.policy"
|
|
]
|
|
},
|
|
{
|
|
"module": "model.layout",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate, 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, 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, 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.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.pipeline",
|
|
"model.scan"
|
|
]
|
|
},
|
|
{
|
|
"module": "model.taxonomy",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate, 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, cli",
|
|
"importers": [
|
|
"cli",
|
|
"improve",
|
|
"improve.evolve",
|
|
"improve.memory",
|
|
"learn.examples",
|
|
"learn.labels",
|
|
"model.candidates",
|
|
"pair_gate",
|
|
"plane.harvest",
|
|
"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.compile",
|
|
"learn.embeddings",
|
|
"learn.examples",
|
|
"learn.experiments",
|
|
"learn.program",
|
|
"plane.egress",
|
|
"plane.engine_alerts",
|
|
"plane.generate",
|
|
"plane.harvest",
|
|
"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.compile",
|
|
"learn.embeddings",
|
|
"learn.experiments",
|
|
"learn.program",
|
|
"plane.generate",
|
|
"plane.tasks.roles",
|
|
"plane.tasks.verify"
|
|
]
|
|
},
|
|
{
|
|
"module": "plane.doctor",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate, cli",
|
|
"importers": [
|
|
"plane.reconciler"
|
|
]
|
|
},
|
|
{
|
|
"module": "plane.egress",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate, 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": [
|
|
"cli"
|
|
]
|
|
},
|
|
{
|
|
"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",
|
|
"plane.harvest"
|
|
]
|
|
},
|
|
{
|
|
"module": "plane.harvest",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate, cli",
|
|
"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.harvest",
|
|
"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, S3), ingest and fact reuse; `ousast plane remember`",
|
|
"importers": [
|
|
"cli",
|
|
"improve.memory",
|
|
"learn.cli",
|
|
"learn.compile",
|
|
"learn.embeddings",
|
|
"learn.examples",
|
|
"learn.experiments",
|
|
"learn.program",
|
|
"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": [
|
|
"cli",
|
|
"plane.engine_alerts",
|
|
"plane.generate",
|
|
"plane.harvest",
|
|
"plane.memory",
|
|
"plane.workspaces"
|
|
]
|
|
},
|
|
{
|
|
"module": "plane.router",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate, 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.harvest",
|
|
"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.harvest",
|
|
"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": [
|
|
"plane.harvest"
|
|
]
|
|
},
|
|
{
|
|
"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.harvest",
|
|
"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, cli",
|
|
"importers": [
|
|
"cli",
|
|
"findings",
|
|
"hunter",
|
|
"improve.evolve",
|
|
"improve.validator",
|
|
"plane.tasks.loop",
|
|
"scoring.project_score",
|
|
"semantic.overlay"
|
|
]
|
|
},
|
|
{
|
|
"module": "policy.verycode",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate, cli",
|
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|
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|
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|
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|
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
|
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|
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|
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|
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|
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|
|
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|
|
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|
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|
|
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|
|
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|
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|
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|
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|
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{
|
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|
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|
|
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|
|
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|
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|
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|
|
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|
|
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|
|
{
|
|
"module": "push.snapshot",
|
|
"classification": "load_bearing",
|
|
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|
|
"importers": [
|
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|
|
]
|
|
},
|
|
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|
|
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|
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|
|
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|
|
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|
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|
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|
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|
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|
|
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|
|
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|
|
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|
|
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|
|
},
|
|
{
|
|
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|
|
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|
|
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|
|
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|
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|
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|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
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|
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|
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|
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|
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|
|
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|
|
"pairs",
|
|
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|
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|
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|
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{
|
|
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|
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|
|
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|
|
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|
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|
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|
|
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|
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|
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|
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|
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|
|
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|
|
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|
|
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|
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
|
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|
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|
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|
|
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|
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|
|
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|
|
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|
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|
|
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|
|
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|
|
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|
|
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|
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|
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|
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|
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|
|
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|
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
|
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|
|
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|
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|
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|
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|
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|
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|
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|
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate, 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, cli",
|
|
"importers": [
|
|
"cli",
|
|
"semantic.obligations.check"
|
|
]
|
|
},
|
|
{
|
|
"module": "semantic.obligations.shapes",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate, cli",
|
|
"importers": [
|
|
"semantic.obligations",
|
|
"semantic.obligations.operations"
|
|
]
|
|
},
|
|
{
|
|
"module": "semantic.obligations.siblings",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate, cli",
|
|
"importers": [
|
|
"semantic.obligations.check"
|
|
]
|
|
},
|
|
{
|
|
"module": "semantic.overlay",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate, cli",
|
|
"importers": [
|
|
"semantic",
|
|
"semantic.prove_filter"
|
|
]
|
|
},
|
|
{
|
|
"module": "semantic.prove_filter",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate, cli",
|
|
"importers": [
|
|
"semantic"
|
|
]
|
|
},
|
|
{
|
|
"module": "semantic.taint",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate, 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": "stages",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate, cli",
|
|
"importers": [
|
|
"cli"
|
|
]
|
|
},
|
|
{
|
|
"module": "tool_hunter",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate, cli",
|
|
"importers": [
|
|
"cli",
|
|
"model.endpoint",
|
|
"plane.budget",
|
|
"plane.tasks.roles",
|
|
"plane.tasks.verify"
|
|
]
|
|
},
|
|
{
|
|
"module": "verification",
|
|
"classification": "load_bearing",
|
|
"reason": "reachable from gate, map_gate, pair_gate, cli",
|
|
"importers": [
|
|
"calibration",
|
|
"cli",
|
|
"fusion",
|
|
"reports"
|
|
]
|
|
}
|
|
]
|
|
}
|