{"version": "2.1.0", "$schema": "https://json.schemastore.org/sarif-2.1.0.json", "runs": [{"tool": {"driver": {"name": "Repobility", "informationUri": "https://repobility.com", "rules": [{"id": "scanner-ef87db079a3a2b02", "name": "Possibly dead Python function: detect_conflicts", "shortDescription": {"text": "Possibly dead Python function: detect_conflicts"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-c0bb4b338fb7d8dd", "name": "Possibly dead Python function: tier_config", "shortDescription": {"text": "Possibly dead Python function: tier_config"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-da83459d653a1ade", "name": "Possibly dead Python function: assign_reviewer", "shortDescription": {"text": "Possibly dead Python function: assign_reviewer"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-1f564a964313a864", "name": "Possibly dead Python function: add_procedural", "shortDescription": {"text": "Possibly dead Python function: add_procedural"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-b7962d9731a0a7f7", "name": "Possibly dead Python function: update_scratchpad", "shortDescription": {"text": "Possibly dead Python function: update_scratchpad"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-e57c558184329a38", "name": "Possibly dead Python function: add_project_knowledge", "shortDescription": {"text": "Possibly dead Python function: add_project_knowledge"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-b9c01ec2c7705a40", "name": "Possibly dead Python function: dispatcher", "shortDescription": {"text": "Possibly dead Python function: dispatcher"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-29f340f7d62207f7", "name": "Possibly dead Python function: add_agent_learning", "shortDescription": {"text": "Possibly dead Python function: add_agent_learning"}, "fullDescription": {"text": "No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-9710c8d059e53154", "name": "No frontend routes/components detected", "shortDescription": {"text": "No frontend routes/components detected"}, "fullDescription": {"text": "No React/Vue/Next routes were found. This is fine for backend-only repos."}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "severity": "info", "confidence": 1.0}}, {"id": "scanner-4601e3ad3bb28677", "name": "No CI/CD pipelines detected", "shortDescription": {"text": "No CI/CD pipelines detected"}, "fullDescription": {"text": "No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-6893a6c8b0861585", "name": "Very low test-to-source ratio", "shortDescription": {"text": "Very low test-to-source ratio"}, "fullDescription": {"text": "0 test file(s) for 18 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-141b30a41e03817b", "name": "No license file detected", "shortDescription": {"text": "No license file detected"}, "fullDescription": {"text": "No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-187fc188b576025f", "name": "Node manifest has dependencies but no lockfile: projects/tapin/functions/package.json", "shortDescription": {"text": "Node manifest has dependencies but no lockfile: projects/tapin/functions/package.json"}, "fullDescription": {"text": "`package.json` declares dependencies, but no same-directory npm/pnpm/yarn/bun lockfile was found. Generated projects without lockfiles are less reproducible and harder to secure-scan precisely."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-3ab5d313dda8e5f9", "name": "Debug logging residue appears in source files", "shortDescription": {"text": "Debug logging residue appears in source files"}, "fullDescription": {"text": "Found 52 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-b9088664ace7f748", "name": "Composite production-readiness gap", "shortDescription": {"text": "Composite production-readiness gap"}, "fullDescription": {"text": "Multiple low-cost hardening controls are missing together: license, ci, tests, lockfile. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-749d4bc1bd66df5f", "name": "Agent instructions exist but release-hardening basics are missing", "shortDescription": {"text": "Agent instructions exist but release-hardening basics are missing"}, "fullDescription": {"text": "AI-coder instruction files were found, but the repo is missing license, ci, tests, lockfile. Treat this as a contract gap: the agent is guided, but the generated output is not yet guarded by the controls that make it repeatable."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-ea8f3013f588db25", "name": "Shallow git history limits provenance confidence", "shortDescription": {"text": "Shallow git history limits provenance confidence"}, "fullDescription": {"text": "The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-8424db9c75e04ba4", "name": "Very short observed git history", "shortDescription": {"text": "Very short observed git history"}, "fullDescription": {"text": "The repo has multiple source files but two or fewer visible commits. This is not a failure by itself, but it lowers confidence in evolution-based diagnosis."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-cc55229a7a3c078d", "name": "Agent authority lacks a verifier contract: .mcp.json", "shortDescription": {"text": "Agent authority lacks a verifier contract: .mcp.json"}, "fullDescription": {"text": "This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-122f91b7f2906dc4", "name": "Agent authority lacks a verifier contract: .claude/settings.json", "shortDescription": {"text": "Agent authority lacks a verifier contract: .claude/settings.json"}, "fullDescription": {"text": "This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-3921f7a8d67dd1e2", "name": "Agent authority lacks a verifier contract: .claude/agents/hephaestus.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: .claude/agents/hephaestus.md"}, "fullDescription": {"text": "This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-276b7dc56221ca54", "name": "Agent authority lacks a verifier contract: .claude/agents/daedalus.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: .claude/agents/daedalus.md"}, "fullDescription": {"text": "This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-200dd76d2d5417cf", "name": "Agent authority lacks a verifier contract: .claude/agent-memory/athena/MEMORY.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: .claude/agent-memory/athena/MEMORY.md"}, "fullDescription": {"text": "This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-d9b4a3d2a2d41651", "name": "Agent authority lacks a verifier contract: .claude/agent-memory/daedalus/MEMORY.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: .claude/agent-memory/daedalus/MEMORY.md"}, "fullDescription": {"text": "This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-5de020c24eee4723", "name": "`fetch()` without try/.catch or AbortSignal \u2014 projects/tapin/functions/src/index.ts:21", "shortDescription": {"text": "`fetch()` without try/.catch or AbortSignal \u2014 projects/tapin/functions/src/index.ts:21"}, "fullDescription": {"text": "Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-e23d324f32ba14ae", "name": "Network/subprocess call without timeout or try/except \u2014 agents/shared/hooks/stop-commit.py:19", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 agents/shared/hooks/stop-commit.py:19"}, "fullDescription": {"text": "`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-2c04133e54348533", "name": "Near-duplicate function bodies in 2 places", "shortDescription": {"text": "Near-duplicate function bodies in 2 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\norchestrator/scheduler.py:create_task, orchestrator/main.py:create_task\n\nThis is *the* AI-coder failure mode (4\u00d7 more duplication in vibe-coded repos \u2014 see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-33a6b62e30ce7ab4", "name": "Near-duplicate function bodies in 6 places", "shortDescription": {"text": "Near-duplicate function bodies in 6 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\norchestrator/models.py:to_dict, orchestrator/models.py:to_dict, orchestrator/models.py:to_dict, orchestrator/models.py:to_dict\n\nThis is *the* AI-coder failure mode (4\u00d7 more duplication in vibe-coded repos \u2014 see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}]}}, "automationDetails": {"id": "repobility/18284"}, "properties": {"repository": "roberthantink/AI-factory", "repoUrl": "https://github.com/roberthantink/AI-factory", "branch": "main"}, "results": [{"ruleId": "scanner-ef87db079a3a2b02", "level": "note", "message": {"text": "Possibly dead Python function: detect_conflicts"}, "properties": {"repobilityId": "5a2b7e9bd77e19ce", "scanner": "scanner-primary", "fingerprint": "ef87db079a3a2b02", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "orchestrator/memory_compactor.py:91"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-c0bb4b338fb7d8dd", "level": "note", "message": {"text": "Possibly dead Python function: tier_config"}, "properties": {"repobilityId": "728ed3be9e41f48e", "scanner": "scanner-primary", "fingerprint": "c0bb4b338fb7d8dd", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "orchestrator/config.py:79"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-da83459d653a1ade", "level": "note", "message": {"text": "Possibly dead Python function: assign_reviewer"}, "properties": {"repobilityId": "7f689163a62a464f", "scanner": "scanner-primary", "fingerprint": "da83459d653a1ade", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "orchestrator/review_router.py:30"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-1f564a964313a864", "level": "note", "message": {"text": "Possibly dead Python function: add_procedural"}, "properties": {"repobilityId": "a037fdf289d5ab82", "scanner": "scanner-primary", "fingerprint": "1f564a964313a864", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "orchestrator/memory_manager.py:83"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-b7962d9731a0a7f7", "level": "note", "message": {"text": "Possibly dead Python function: update_scratchpad"}, "properties": {"repobilityId": "0a03b8fe226e9f59", "scanner": "scanner-primary", "fingerprint": "b7962d9731a0a7f7", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "orchestrator/memory_manager.py:113"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-e57c558184329a38", "level": "note", "message": {"text": "Possibly dead Python function: add_project_knowledge"}, "properties": {"repobilityId": "5a589cd7d0c59c87", "scanner": "scanner-primary", "fingerprint": "e57c558184329a38", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "orchestrator/memory_manager.py:183"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-b9c01ec2c7705a40", "level": "note", "message": {"text": "Possibly dead Python function: dispatcher"}, "properties": {"repobilityId": "824090a739efda53", "scanner": "scanner-primary", "fingerprint": "b9c01ec2c7705a40", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "orchestrator/main.py:170"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-29f340f7d62207f7", "level": "note", "message": {"text": "Possibly dead Python function: add_agent_learning"}, "properties": {"repobilityId": "ead4943a34b806a8", "scanner": "scanner-primary", "fingerprint": "29f340f7d62207f7", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "orchestrator/main.py:218"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-9710c8d059e53154", "level": "none", "message": {"text": "No frontend routes/components detected"}, "properties": {"repobilityId": "44ca61485762e494", "scanner": "scanner-primary", "fingerprint": "9710c8d059e53154", "layer": "frontend", "severity": "info", "confidence": 1.0, "tags": ["coverage"]}}, {"ruleId": "scanner-4601e3ad3bb28677", "level": "warning", "message": {"text": "No CI/CD pipelines detected"}, "properties": {"repobilityId": "c3ee439bce2bc51e", "scanner": "scanner-primary", "fingerprint": "4601e3ad3bb28677", "layer": "cicd", "severity": "medium", "confidence": 1.0, "tags": ["coverage"]}}, {"ruleId": "scanner-6893a6c8b0861585", "level": "warning", "message": {"text": "Very low test-to-source ratio"}, "properties": {"repobilityId": "54a7de3f06314bf0", "scanner": "scanner-primary", "fingerprint": "6893a6c8b0861585", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["tests", "coverage"]}}, {"ruleId": "scanner-141b30a41e03817b", "level": "note", "message": {"text": "No license file detected"}, "properties": {"repobilityId": "9c4a223bba870309", "scanner": "scanner-primary", "fingerprint": "141b30a41e03817b", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["license", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-187fc188b576025f", "level": "note", "message": {"text": "Node manifest has dependencies but no lockfile: projects/tapin/functions/package.json"}, "properties": {"repobilityId": "9494007897801034", "scanner": "scanner-primary", "fingerprint": "187fc188b576025f", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["dependency", "lockfile", "reproducibility", "generated-repo-pattern"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "projects/tapin/functions/package.json"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-3ab5d313dda8e5f9", "level": "note", "message": {"text": "Debug logging residue appears in source files"}, "properties": {"repobilityId": "2714291becc2c35e", "scanner": "scanner-primary", "fingerprint": "3ab5d313dda8e5f9", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["debug", "cleanup", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-b9088664ace7f748", "level": "warning", "message": {"text": "Composite production-readiness gap"}, "properties": {"repobilityId": "37b42afbf85c11fa", "scanner": "scanner-primary", "fingerprint": "b9088664ace7f748", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["production-readiness", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-749d4bc1bd66df5f", "level": "warning", "message": {"text": "Agent instructions exist but release-hardening basics are missing"}, "properties": {"repobilityId": "5e4720d7252259f6", "scanner": "scanner-primary", "fingerprint": "749d4bc1bd66df5f", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["agent-instructions", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-ea8f3013f588db25", "level": "note", "message": {"text": "Shallow git history limits provenance confidence"}, "properties": {"repobilityId": "17d735c06d2aa4cb", "scanner": "scanner-primary", "fingerprint": "ea8f3013f588db25", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-8424db9c75e04ba4", "level": "none", "message": {"text": "Very short observed git history"}, "properties": {"repobilityId": "4d7e9351a963e607", "scanner": "scanner-primary", "fingerprint": "8424db9c75e04ba4", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-cc55229a7a3c078d", "level": "warning", "message": {"text": "Agent authority lacks a verifier contract: .mcp.json"}, "properties": {"repobilityId": "51942fb3d5b8b5b4", "scanner": "scanner-primary", "fingerprint": "cc55229a7a3c078d", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["agent-instructions", "verification", "mcp_config"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".mcp.json"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-122f91b7f2906dc4", "level": "warning", "message": {"text": "Agent authority lacks a verifier contract: .claude/settings.json"}, "properties": {"repobilityId": "a2967269048b6a9d", "scanner": "scanner-primary", "fingerprint": "122f91b7f2906dc4", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["agent-instructions", "verification", "claude_instruction"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".claude/settings.json"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-3921f7a8d67dd1e2", "level": "warning", "message": {"text": "Agent authority lacks a verifier contract: .claude/agents/hephaestus.md"}, "properties": {"repobilityId": "474e107cb06ff7ec", "scanner": "scanner-primary", "fingerprint": "3921f7a8d67dd1e2", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["agent-instructions", "verification", "claude_instruction"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".claude/agents/hephaestus.md"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-276b7dc56221ca54", "level": "warning", "message": {"text": "Agent authority lacks a verifier contract: .claude/agents/daedalus.md"}, "properties": {"repobilityId": "c2288a65309d3adb", "scanner": "scanner-primary", "fingerprint": "276b7dc56221ca54", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["agent-instructions", "verification", "claude_instruction"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".claude/agents/daedalus.md"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-200dd76d2d5417cf", "level": "warning", "message": {"text": "Agent authority lacks a verifier contract: 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