{"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-6c71be35cd54c0e3", "name": "Possibly dead Python function: cmd_status", "shortDescription": {"text": "Possibly dead Python function: cmd_status"}, "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-c46cc1d51a597152", "name": "Possibly dead Python function: cmd_start", "shortDescription": {"text": "Possibly dead Python function: cmd_start"}, "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-272d58d209e45295", "name": "Possibly dead Python function: cmd_ingest", "shortDescription": {"text": "Possibly dead Python function: cmd_ingest"}, "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-08d95c43eb59d73e", "name": "Possibly dead Python function: cmd_analyze", "shortDescription": {"text": "Possibly dead Python function: cmd_analyze"}, "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-b9507135b7ca6a5f", "name": "Possibly dead Python function: cmd_rooms", "shortDescription": {"text": "Possibly dead Python function: cmd_rooms"}, "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-8599485ee4e900c5", "name": "Possibly dead Python function: cmd_room", "shortDescription": {"text": "Possibly dead Python function: cmd_room"}, "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-688493486bdcfb68", "name": "Possibly dead Python function: cmd_chat", "shortDescription": {"text": "Possibly dead Python function: cmd_chat"}, "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-8e07b8a67e2b68e9", "name": "Possibly dead Python function: cmd_express", "shortDescription": {"text": "Possibly dead Python function: cmd_express"}, "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-77788ddb0f6c4a0b", "name": "Possibly dead Python function: cmd_library", "shortDescription": {"text": "Possibly dead Python function: cmd_library"}, "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-0cbe42ca1554e4fc", "name": "Possibly dead Python function: cmd_view", "shortDescription": {"text": "Possibly dead Python function: cmd_view"}, "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-3f03a93e4b79fcce", "name": "Possibly dead Python function: cmd_kgfy", "shortDescription": {"text": "Possibly dead Python function: cmd_kgfy"}, "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-13f57a8f5c58c0cf", "name": "Possibly dead Python function: cmd_list", "shortDescription": {"text": "Possibly dead Python function: cmd_list"}, "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-8eb78458a24c355d", "name": "Possibly dead Python function: cmd_test", "shortDescription": {"text": "Possibly dead Python function: cmd_test"}, "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-abce09888300edd2", "name": "Possibly dead Python function: cmd_pick", "shortDescription": {"text": "Possibly dead Python function: cmd_pick"}, "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-8646963872b20f67", "name": "Insecure pattern 'eval_used' in CLAUDE.md:306", "shortDescription": {"text": "Insecure pattern 'eval_used' in CLAUDE.md:306"}, "fullDescription": {"text": "Found a known-risky pattern (eval_used). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-edb021191bc19560", "name": "Insecure pattern 'eval_used' in .github/workflows/ci.yml:31", "shortDescription": {"text": "Insecure pattern 'eval_used' in .github/workflows/ci.yml:31"}, "fullDescription": {"text": "Found a known-risky pattern (eval_used). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-36bf45c7e0a997a0", "name": "Possible secret in plugins/sos/skills/freellmapi/SKILL.md", "shortDescription": {"text": "Possible secret in plugins/sos/skills/freellmapi/SKILL.md"}, "fullDescription": {"text": "Detected pattern matching generic_api_key. Rotate the credential and move to a secret manager."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "critical", "confidence": 1.0}}, {"id": "scanner-87061ed664f77d52", "name": "Insecure pattern 'cors_wildcard' in plugins/sos/skills/free-llm/nim-bridge/api/chat.js:12", "shortDescription": {"text": "Insecure pattern 'cors_wildcard' in plugins/sos/skills/free-llm/nim-bridge/api/chat.js:12"}, "fullDescription": {"text": "Found a known-risky pattern (cors_wildcard). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-9ecc612f2dd5c657", "name": "GitHub Action is tag-pinned rather than SHA-pinned", "shortDescription": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "fullDescription": {"text": "actions/github-script@v7 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "low", "confidence": 1.0}}, {"id": "scanner-4807cc9fae174eac", "name": "GitHub Action is tag-pinned rather than SHA-pinned", "shortDescription": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "fullDescription": {"text": "peter-evans/create-pull-request@v6 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-3b781d3cb279cf3c", "name": "GitHub Actions workflow grants broad write permissions", "shortDescription": {"text": "GitHub Actions workflow grants broad write permissions"}, "fullDescription": {"text": "CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-b74ccfc93607b54e", "name": "GitHub Action is tag-pinned rather than SHA-pinned", "shortDescription": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "fullDescription": {"text": "actions/github-script@v7 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "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-3ab5d313dda8e5f9", "name": "Debug logging residue appears in source files", "shortDescription": {"text": "Debug logging residue appears in source files"}, "fullDescription": {"text": "Found 102 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-72b2a6250083a784", "name": "Placeholder or mock-heavy implementation detected", "shortDescription": {"text": "Placeholder or mock-heavy implementation detected"}, "fullDescription": {"text": "Found 13 placeholder/mock markers across 5 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "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 license. 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-0a0d0a6aa59d0494", "name": "Agent instruction/config may expose a secret: plugins/sos/skills/freellmapi/SKILL.md", "shortDescription": {"text": "Agent instruction/config may expose a secret: plugins/sos/skills/freellmapi/SKILL.md"}, "fullDescription": {"text": "Agent-facing files are routinely pasted into LLM/tool contexts. Move literal tokens, keys, and passwords into a secret manager or document them as placeholders only."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-aa97a0640e0406f5", "name": "Agent instruction contains unpinned remote install: plugins/sos/skills/freellmapi/SKILL.md", "shortDescription": {"text": "Agent instruction contains unpinned remote install: plugins/sos/skills/freellmapi/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-34c819668f4aaebe", "name": "Legacy-named symbol `test_apply_creates_backup` in tests/test_cost_governor.py:273", "shortDescription": {"text": "Legacy-named symbol `test_apply_creates_backup` in tests/test_cost_governor.py:273"}, "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-858a35addee44aca", "name": "Legacy-named symbol `very_old` in tests/test_marketing_eval.py:253", "shortDescription": {"text": "Legacy-named symbol `very_old` in tests/test_marketing_eval.py:253"}, "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-93ec81a3d9635d5d", "name": "Legacy-named symbol `days_old` in src/recursive_self_improvement.py:106", "shortDescription": {"text": "Legacy-named symbol `days_old` in src/recursive_self_improvement.py:106"}, "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-af031999d6f7618a", "name": "Commented-code block (8 lines) in plugins/sos/skills/dreammaketrue/scripts/dmt.py:307", "shortDescription": {"text": "Commented-code block (8 lines) in plugins/sos/skills/dreammaketrue/scripts/dmt.py:307"}, "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-41807ce307c1b556", "name": "Network/subprocess call without timeout or try/except \u2014 plugins/sos/skills/dreammaketrue/scripts/dmt.py:92", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 plugins/sos/skills/dreammaketrue/scripts/dmt.py:92"}, "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-593d3390ff48a4bd", "name": "Commented-code block (5 lines) in plugins/sos/skills/free-llm/nim-bridge/api/chat.js:3", "shortDescription": {"text": "Commented-code block (5 lines) in plugins/sos/skills/free-llm/nim-bridge/api/chat.js: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-3482f7e5dd70cd1a", "name": "6 env vars used in code but missing from .env.example", "shortDescription": {"text": "6 env vars used in code but missing from .env.example"}, "fullDescription": {"text": "Drift between code and config docs. The first few: `ANTHROPIC_API_KEY`, `CHROME_BIN`, `DMT_API_URL`, `DMT_REPO`, `NVIDIA_API_KEY`, `PLAYWRIGHT_CORE`. 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:\nsrc/marketing_eval.py:get_trend_summary, src/self_eval.py:get_trend_summary\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/22816"}, "properties": {"repository": "wjlgatech/sos", "repoUrl": "https://github.com/wjlgatech/sos", "branch": "main"}, "results": [{"ruleId": "scanner-6c71be35cd54c0e3", "level": "note", "message": {"text": "Possibly dead Python function: cmd_status"}, "properties": {"repobilityId": "244b91f3ae7622bf", "scanner": "scanner-primary", "fingerprint": "6c71be35cd54c0e3", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "plugins/sos/skills/dreammaketrue/scripts/dmt.py:158"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-c46cc1d51a597152", "level": "note", "message": {"text": "Possibly dead Python function: cmd_start"}, "properties": {"repobilityId": "fc872c8259f0135a", "scanner": "scanner-primary", "fingerprint": "c46cc1d51a597152", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "plugins/sos/skills/dreammaketrue/scripts/dmt.py:163"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-272d58d209e45295", "level": "note", "message": {"text": "Possibly dead Python function: cmd_ingest"}, "properties": {"repobilityId": "80a0cb444c530ecc", "scanner": "scanner-primary", "fingerprint": "272d58d209e45295", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "plugins/sos/skills/dreammaketrue/scripts/dmt.py:168"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-08d95c43eb59d73e", "level": "note", "message": {"text": "Possibly dead Python function: cmd_analyze"}, "properties": {"repobilityId": "dfc70b603378f715", "scanner": "scanner-primary", "fingerprint": "08d95c43eb59d73e", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "plugins/sos/skills/dreammaketrue/scripts/dmt.py:175"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-b9507135b7ca6a5f", "level": "note", "message": {"text": "Possibly dead Python function: cmd_rooms"}, "properties": {"repobilityId": "6b8520cb9982dc05", "scanner": "scanner-primary", "fingerprint": "b9507135b7ca6a5f", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "plugins/sos/skills/dreammaketrue/scripts/dmt.py:212"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-8599485ee4e900c5", "level": "note", "message": {"text": "Possibly dead Python function: cmd_room"}, "properties": {"repobilityId": "b5b4290172992241", "scanner": "scanner-primary", "fingerprint": "8599485ee4e900c5", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "plugins/sos/skills/dreammaketrue/scripts/dmt.py:217"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-688493486bdcfb68", "level": "note", "message": {"text": "Possibly dead Python function: cmd_chat"}, "properties": {"repobilityId": "5405402e86fc6c68", "scanner": "scanner-primary", "fingerprint": "688493486bdcfb68", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "plugins/sos/skills/dreammaketrue/scripts/dmt.py:224"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-8e07b8a67e2b68e9", "level": "note", "message": {"text": "Possibly dead Python function: cmd_express"}, "properties": {"repobilityId": "91f8c424a5bd04f5", "scanner": "scanner-primary", "fingerprint": "8e07b8a67e2b68e9", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "plugins/sos/skills/dreammaketrue/scripts/dmt.py:258"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-77788ddb0f6c4a0b", "level": "note", "message": {"text": "Possibly dead Python function: cmd_library"}, "properties": {"repobilityId": "36110e6dedc4cca1", "scanner": "scanner-primary", "fingerprint": "77788ddb0f6c4a0b", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "plugins/sos/skills/dreammaketrue/scripts/dmt.py:297"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-0cbe42ca1554e4fc", "level": "note", "message": {"text": "Possibly dead Python function: cmd_view"}, "properties": {"repobilityId": "95191e8d08d1ca7a", "scanner": "scanner-primary", "fingerprint": "0cbe42ca1554e4fc", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": 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