{"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-a825d7431d7d23c4", "name": "Possibly dead Python function: print_json", "shortDescription": {"text": "Possibly dead Python function: print_json"}, "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-ca054f294a756bf0", "name": "Possibly dead Python function: sort_key", "shortDescription": {"text": "Possibly dead Python function: sort_key"}, "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-161036ac7ce304fa", "name": "Possibly dead Python function: location_link", "shortDescription": {"text": "Possibly dead Python function: location_link"}, "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-61e705333d921392", "name": "Possibly dead Python function: cmd_save", "shortDescription": {"text": "Possibly dead Python function: cmd_save"}, "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-b031621f0d8fb6f7", "name": "Possibly dead Python function: cmd_replay", "shortDescription": {"text": "Possibly dead Python function: cmd_replay"}, "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-9b07340b6374ad9b", "name": "Possibly dead Python function: cmd_query", "shortDescription": {"text": "Possibly dead Python function: cmd_query"}, "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-b159a90452f7f877", "name": "Possibly dead Python function: cmd_delete", "shortDescription": {"text": "Possibly dead Python function: cmd_delete"}, "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-0c487f409076a848", "name": "Possibly dead Python function: log_message", "shortDescription": {"text": "Possibly dead Python function: log_message"}, "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-8678b1db4bb9909a", "name": "Possibly dead Python function: do_GET", "shortDescription": {"text": "Possibly dead Python function: do_GET"}, "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-79f668448b373967", "name": "Possibly dead Python function: do_POST", "shortDescription": {"text": "Possibly dead Python function: do_POST"}, "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-3ab5d313dda8e5f9", "name": "Debug logging residue appears in source files", "shortDescription": {"text": "Debug logging residue appears in source files"}, "fullDescription": {"text": "Found 350 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-2d0c7b7ab8f8aacf", "name": "Critical user flow still appears backed by mock or placeholder data", "shortDescription": {"text": "Critical user flow still appears backed by mock or placeholder data"}, "fullDescription": {"text": "A payment/auth/admin/order/billing-style flow contains mock, fake, TODO, dummy, or placeholder markers in runtime source. In the Fable corpus this is a high-leverage completeness smell: the app can look finished while the money, identity, or tenant flow is still scaffolded."}, "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 ci. 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-4810b40adf3e9637", "name": "Agent instruction contains unpinned remote install: skills/four-layer-init/SKILL.md", "shortDescription": {"text": "Agent instruction contains unpinned remote install: skills/four-layer-init/SKILL.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-79fd42a5e4b75bd9", "name": "Agent authority lacks a verifier contract: skills/kb-ingest/SKILL.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: skills/kb-ingest/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-8c7ed27dea11b62d", "name": "Legacy-named symbol `test_archive_apply_blocked_without_backup` in tests/test_memory_archiver.py:209", "shortDescription": {"text": "Legacy-named symbol `test_archive_apply_blocked_without_backup` in tests/test_memory_archiver.py:209"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-3c0f2c640c34608e", "name": "Legacy-named symbol `test_escalation_not_suppressed_when_old` in tests/test_health_escalation.py:345", "shortDescription": {"text": "Legacy-named symbol `test_escalation_not_suppressed_when_old` in tests/test_health_escalation.py:345"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-47ca9fcea31f20ed", "name": "Commented-code block (5 lines) in scripts/semantic_merge.py:385", "shortDescription": {"text": "Commented-code block (5 lines) in scripts/semantic_merge.py:385"}, "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-c92360c5cb687e43", "name": "Network/subprocess call without timeout or try/except \u2014 scripts/health_escalation.py:216", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/health_escalation.py:216"}, "fullDescription": {"text": "`subprocess.Popen(...)` 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-c0927b5a068586a5", "name": "Commented-code block (5 lines) in scripts/ns_util.py:20", "shortDescription": {"text": "Commented-code block (5 lines) in scripts/ns_util.py:20"}, "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-3832bc5c085d0c78", "name": "Commented-code block (5 lines) in scripts/auto_pinecone_save.py:598", "shortDescription": {"text": "Commented-code block (5 lines) in scripts/auto_pinecone_save.py:598"}, "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-ba5939c4d05d3ac3", "name": "Commented-code block (5 lines) in scripts/encoding_guard.py:32", "shortDescription": {"text": "Commented-code block (5 lines) in scripts/encoding_guard.py:32"}, "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-b215d5169c80d1b5", "name": "Legacy-named symbol `restore_from_backup` in scripts/cleanup_pinecone.py:132", "shortDescription": {"text": "Legacy-named symbol `restore_from_backup` in scripts/cleanup_pinecone.py:132"}, "fullDescription": {"text": "Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-f4224ea791780831", "name": "Network/subprocess call without timeout or try/except \u2014 scripts/promote_to_pinecone.py:164", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/promote_to_pinecone.py:164"}, "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-5c6c30af6c9ee9ce", "name": "Commented-code block (5 lines) in scripts/session_start_brief.py:252", "shortDescription": {"text": "Commented-code block (5 lines) in scripts/session_start_brief.py:252"}, "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-795f8b1f1e5158aa", "name": "Commented-code block (5 lines) in scripts/automation_dispatcher.py:54", "shortDescription": {"text": "Commented-code block (5 lines) in scripts/automation_dispatcher.py:54"}, "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-58d8c57d283864cc", "name": "Commented-code block (5 lines) in scripts/habit_miner.py:469", "shortDescription": {"text": "Commented-code block (5 lines) in scripts/habit_miner.py:469"}, "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-0bf5447e1ae3962e", "name": "Commented-code block (6 lines) in scripts/knowledge_sync.py:73", "shortDescription": {"text": "Commented-code block (6 lines) in scripts/knowledge_sync.py:73"}, "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-fd568ee5f02e48eb", "name": "Commented-code block (5 lines) in scripts/boris_draft.py:128", "shortDescription": {"text": "Commented-code block (5 lines) in scripts/boris_draft.py:128"}, "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-cc0f9d8e41b33b0e", "name": "11 env vars used in code but missing from .env.example", "shortDescription": {"text": "11 env vars used in code but missing from .env.example"}, "fullDescription": {"text": "Drift between code and config docs. The first few: `CLAUDE_AUTOMATION_RUN`, `EMBED_BACKEND`, `LLM_JUDGE_MODEL`, `LOCALAPPDATA`, `LOCAL_RAG_DB`, `MEMORY_BACKEND`, `OLLAMA_EMBED_MODEL`, `OLLAMA_HOST` + 3 more. Add them (with a placeholder/comment) to .env.example so onboarding doesn't break."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "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:\nscripts/skill_map_gen.py:main, scripts/daily_brief.py:main\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/22096"}, "properties": {"repository": "vatevstoil/claude-self-learning-os", "repoUrl": "https://github.com/vatevstoil/claude-self-learning-os", "branch": "main"}, "results": [{"ruleId": "scanner-a825d7431d7d23c4", "level": "note", "message": {"text": "Possibly dead Python function: print_json"}, "properties": {"repobilityId": "1131d62d7a3798f5", "scanner": "scanner-primary", "fingerprint": "a825d7431d7d23c4", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/wiki_freshness_check.py:277"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-ca054f294a756bf0", "level": "note", "message": {"text": "Possibly dead Python function: sort_key"}, "properties": {"repobilityId": "ac2a4181eae38738", "scanner": "scanner-primary", "fingerprint": "ca054f294a756bf0", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/cleanup_pinecone.py:100"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-161036ac7ce304fa", "level": "note", "message": {"text": "Possibly dead Python function: location_link"}, "properties": {"repobilityId": "0bf11b9958dde132", "scanner": "scanner-primary", "fingerprint": "161036ac7ce304fa", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/cross_project_promoter.py:118"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-61e705333d921392", "level": "note", "message": {"text": "Possibly dead Python function: cmd_save"}, "properties": {"repobilityId": "2d8b9255a12f3ae5", "scanner": "scanner-primary", "fingerprint": "61e705333d921392", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/pinecone.py:212"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-b031621f0d8fb6f7", "level": "note", "message": {"text": "Possibly dead Python function: cmd_replay"}, "properties": {"repobilityId": "afefb07bf19e7540", "scanner": "scanner-primary", "fingerprint": "b031621f0d8fb6f7", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/pinecone.py:242"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-9b07340b6374ad9b", "level": "note", "message": {"text": "Possibly dead Python function: cmd_query"}, "properties": {"repobilityId": "0a9553a25c858bc5", "scanner": "scanner-primary", "fingerprint": "9b07340b6374ad9b", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/pinecone.py:252"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-b159a90452f7f877", "level": "note", "message": {"text": "Possibly dead Python function: cmd_delete"}, "properties": {"repobilityId": "751d6e0f117ba921", "scanner": "scanner-primary", "fingerprint": "b159a90452f7f877", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/pinecone.py:366"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-0c487f409076a848", "level": "note", "message": {"text": "Possibly dead Python function: log_message"}, "properties": {"repobilityId": "965f3150b4af5b2e", "scanner": "scanner-primary", "fingerprint": "0c487f409076a848", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/agentic_os_dashboard.py:227"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-8678b1db4bb9909a", "level": "note", "message": {"text": "Possibly dead Python function: do_GET"}, "properties": {"repobilityId": "2d943bb45e4f13bd", "scanner": "scanner-primary", "fingerprint": "8678b1db4bb9909a", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/agentic_os_dashboard.py:238"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-79f668448b373967", "level": "note", "message": {"text": "Possibly dead Python function: do_POST"}, "properties": {"repobilityId": "53357410ca9379a9", "scanner": "scanner-primary", "fingerprint": "79f668448b373967", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/agentic_os_dashboard.py:258"}, "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-3ab5d313dda8e5f9", "level": "note", "message": {"text": "Debug logging residue appears in source files"}, "properties": {"repobilityId": "189dba7a9a635ee7", "scanner": "scanner-primary", "fingerprint": "3ab5d313dda8e5f9", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["debug", "cleanup", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-2d0c7b7ab8f8aacf", "level": "warning", "message": {"text": 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