{"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-2e22ba7b85b36dc3", "name": "Possibly dead Python function: supported_ai_choices", "shortDescription": {"text": "Possibly dead Python function: supported_ai_choices"}, "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-4342d62f58d08d99", "name": "Possibly dead Python function: parse_ai_choice", "shortDescription": {"text": "Possibly dead Python function: parse_ai_choice"}, "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-dd4e51717baccf29", "name": "Possibly dead Python function: print_global_install_summary", "shortDescription": {"text": "Possibly dead Python function: print_global_install_summary"}, "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-1422c789bf2d2199", "name": "Insecure pattern 'node_child_process' in .claude/skills/doc-for-agent/installer/node/docagent.js:4", "shortDescription": {"text": "Insecure pattern 'node_child_process' in .claude/skills/doc-for-agent/installer/node/docagent.js:4"}, "fullDescription": {"text": "Found a known-risky pattern (node_child_process). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-6372cebde0220094", "name": "No auth library detected", "shortDescription": {"text": "No auth library detected"}, "fullDescription": {"text": "The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-ea3b5e389d8c9c0f", "name": "Low test-to-source ratio", "shortDescription": {"text": "Low test-to-source ratio"}, "fullDescription": {"text": "20 tests / 135 src (ratio 0.15)."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "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-d1a5df321f3fd57b", "name": "Node manifest has dependencies but no lockfile: apps/landing/package.json", "shortDescription": {"text": "Node manifest has dependencies but no lockfile: apps/landing/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-199ccd55171e0472", "name": "Node manifest has dependencies but no lockfile: apps/studio/package.json", "shortDescription": {"text": "Node manifest has dependencies but no lockfile: apps/studio/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 65 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, 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": "low", "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, 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-2c5f98b152cddb6d", "name": "Agent authority lacks a verifier contract: .claude/launch.json", "shortDescription": {"text": "Agent authority lacks a verifier contract: .claude/launch.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-714c22a1146a97f0", "name": "Agent authority lacks a verifier contract: .claude/skills/doc-for-agent/CLAUDE.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: .claude/skills/doc-for-agent/CLAUDE.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-993534327d9a5f60", "name": "Agent instruction contains unpinned remote install: .claude/skills/doc-for-agent/CLAUDE.md", "shortDescription": {"text": "Agent instruction contains unpinned remote install: .claude/skills/doc-for-agent/CLAUDE.md"}, "fullDescription": {"text": "Remote install commands in agent instructions are a supply-chain risk, especially when an agent can execute shell commands."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-171a62e78e2e2a08", "name": "Agent authority lacks a verifier contract: .claude/skills/doc-for-agent/SKILL.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: .claude/skills/doc-for-agent/SKILL.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-06955f0da0cdf682", "name": "Agent authority lacks a verifier contract: .claude/skills/doc-for-agent/references/agent-doc-migration-blueprint.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: .claude/skills/doc-for-agent/references/agent-doc-migration-blueprint.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-82e52361b1208d91", "name": "Agent authority lacks a verifier contract: .claude/skills/doc-for-agent/templates/platforms/claudecode.json", "shortDescription": {"text": "Agent authority lacks a verifier contract: .claude/skills/doc-for-agent/templates/platforms/claudecode.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-3496074d9fe30419", "name": "Agent authority lacks a verifier contract: .claude/skills/doc-for-agent/templates/platforms/codex.json", "shortDescription": {"text": "Agent authority lacks a verifier contract: .claude/skills/doc-for-agent/templates/platforms/codex.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-6cde9502bb5fc1fb", "name": "Agent authority lacks a verifier contract: .claude/skills/doc-for-agent/templates/base/workflow-content.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: .claude/skills/doc-for-agent/templates/base/workflow-content.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-b5715ca47737b972", "name": "Agent authority lacks a verifier contract: .claude/skills/doc-for-agent/templates/base/skill-content.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: .claude/skills/doc-for-agent/templates/base/skill-content.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-81b4518a720e38a9", "name": "Commented-code block (8 lines) in apps/landing/tests/e2e/performance.spec.ts:102", "shortDescription": {"text": "Commented-code block (8 lines) in apps/landing/tests/e2e/performance.spec.ts:102"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-d6fdaffef454d156", "name": "Commented-code block (6 lines) in apps/landing/tests/e2e/loader.spec.ts:8", "shortDescription": {"text": "Commented-code block (6 lines) in apps/landing/tests/e2e/loader.spec.ts:8"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-c0a8066007c59d14", "name": "Commented-code block (6 lines) in apps/landing/src/main.tsx:3", "shortDescription": {"text": "Commented-code block (6 lines) in apps/landing/src/main.tsx:3"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-b4d25c76012ce44b", "name": "Commented-code block (7 lines) in apps/landing/src/App.tsx:27", "shortDescription": {"text": "Commented-code block (7 lines) in apps/landing/src/App.tsx:27"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-ed6d005b6a4291f8", "name": "Commented-code block (5 lines) in apps/landing/src/components/About.tsx:101", "shortDescription": {"text": "Commented-code block (5 lines) in apps/landing/src/components/About.tsx:101"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-7ced63bad8888ef6", "name": "Commented-code block (5 lines) in apps/landing/src/components/LifeGallery.tsx:67", "shortDescription": {"text": "Commented-code block (5 lines) in apps/landing/src/components/LifeGallery.tsx:67"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-c29828f361c675cf", "name": "Commented-code block (5 lines) in apps/landing/src/lib/chapterTransition.ts:13", "shortDescription": {"text": "Commented-code block (5 lines) in apps/landing/src/lib/chapterTransition.ts:13"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-1acd43873fb4b6d6", "name": "Commented-code block (5 lines) in apps/landing/src/lib/chaptersReady.ts:3", "shortDescription": {"text": "Commented-code block (5 lines) in apps/landing/src/lib/chaptersReady.ts:3"}, "fullDescription": {"text": "A long run of `//` or `#` lines usually means abandoned code. Delete or move to git history. Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "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:\n.claude/skills/doc-for-agent/scripts/doc_for_agent_generator/builders/human.py:build_human_architecture, .claude/skills/doc-for-agent/scripts/doc_for_agent_generator/builders/human.py:build_human_workflows\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/21300"}, "properties": {"repository": "Timcai06/TTT-I-M", "repoUrl": "https://github.com/Timcai06/TTT-I-M", "branch": "main"}, "results": [{"ruleId": "scanner-2e22ba7b85b36dc3", "level": "note", "message": {"text": "Possibly dead Python function: supported_ai_choices"}, "properties": {"repobilityId": "ace1348a8d6568ed", "scanner": "scanner-primary", "fingerprint": "2e22ba7b85b36dc3", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".claude/skills/doc-for-agent/installer/docagent.py:94"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-4342d62f58d08d99", "level": "note", "message": {"text": "Possibly dead Python function: parse_ai_choice"}, "properties": {"repobilityId": "0e18fab62a075c41", "scanner": "scanner-primary", "fingerprint": "4342d62f58d08d99", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".claude/skills/doc-for-agent/installer/docagent.py:98"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-dd4e51717baccf29", "level": "note", "message": {"text": "Possibly dead Python function: print_global_install_summary"}, "properties": {"repobilityId": "c9dc5c4adb35129d", "scanner": "scanner-primary", "fingerprint": "dd4e51717baccf29", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".claude/skills/doc-for-agent/installer/docagent.py:330"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-1422c789bf2d2199", "level": "warning", "message": {"text": "Insecure pattern 'node_child_process' in .claude/skills/doc-for-agent/installer/node/docagent.js:4"}, "properties": {"repobilityId": "eae09754f2443090", "scanner": "scanner-primary", "fingerprint": "1422c789bf2d2199", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "node_child_process"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".claude/skills/doc-for-agent/installer/node/docagent.js"}, "region": {"startLine": 4}}}]}, {"ruleId": "scanner-6372cebde0220094", "level": "warning", "message": {"text": "No auth library detected"}, "properties": {"repobilityId": "a5b6035a5bbf8054", "scanner": "scanner-primary", "fingerprint": "6372cebde0220094", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["coverage", "auth"]}}, {"ruleId": "scanner-ea3b5e389d8c9c0f", "level": "note", "message": {"text": "Low test-to-source ratio"}, "properties": {"repobilityId": "ef7b2552cc00a375", "scanner": "scanner-primary", "fingerprint": "ea3b5e389d8c9c0f", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["tests"]}}, {"ruleId": "scanner-141b30a41e03817b", "level": "note", "message": {"text": "No license file detected"}, "properties": {"repobilityId": "0f69abdcdc9ddfb1", "scanner": "scanner-primary", "fingerprint": "141b30a41e03817b", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["license", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-d1a5df321f3fd57b", "level": "note", "message": {"text": "Node manifest has dependencies but no lockfile: apps/landing/package.json"}, "properties": {"repobilityId": "19b930b9f218b418", "scanner": "scanner-primary", "fingerprint": "d1a5df321f3fd57b", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["dependency", "lockfile", "reproducibility", "generated-repo-pattern"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "apps/landing/package.json"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-199ccd55171e0472", "level": "note", "message": {"text": "Node manifest has dependencies but no lockfile: apps/studio/package.json"}, "properties": {"repobilityId": "0b24652133a12770", "scanner": "scanner-primary", "fingerprint": "199ccd55171e0472", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["dependency", "lockfile", "reproducibility", "generated-repo-pattern"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "apps/studio/package.json"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-3ab5d313dda8e5f9", "level": "note", "message": {"text": "Debug logging residue appears in source files"}, "properties": {"repobilityId": "0b672eaea7f2c611", "scanner": "scanner-primary", "fingerprint": "3ab5d313dda8e5f9", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["debug", "cleanup", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-b9088664ace7f748", "level": "note", "message": {"text": "Composite production-readiness gap"}, "properties": {"repobilityId": "4d5a873e7f7a91db", "scanner": "scanner-primary", "fingerprint": "b9088664ace7f748", "layer": "quality", "severity": "low", "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": "ffac055efb439be7", "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": "fcd93099149ffc90", "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": "890798593887ad11", "scanner": "scanner-primary", "fingerprint": "8424db9c75e04ba4", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-2c5f98b152cddb6d", "level": "warning", "message": {"text": "Agent authority lacks a verifier contract: .claude/launch.json"}, "properties": {"repobilityId": "0de48c0f4ab303d8", "scanner": "scanner-primary", "fingerprint": "2c5f98b152cddb6d", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["agent-instructions", "verification", "claude_instruction"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".claude/launch.json"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-714c22a1146a97f0", "level": "warning", "message": {"text": "Agent authority lacks a verifier contract: .claude/skills/doc-for-agent/CLAUDE.md"}, "properties": {"repobilityId": 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