{"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-6bc47bae52eabef0", "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-167df6ae08703084", "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-46a827d9dddc20b5", "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-e4eb3fe0dc0ee9d4", "name": "Possibly dead Python function: exec_concat", "shortDescription": {"text": "Possibly dead Python function: exec_concat"}, "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-9a1fd8522d858d39", "name": "Possibly dead Python function: exec_mix_audio", "shortDescription": {"text": "Possibly dead Python function: exec_mix_audio"}, "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-b8e3c8a911f55b25", "name": "Possibly dead Python function: exec_subtitles", "shortDescription": {"text": "Possibly dead Python function: exec_subtitles"}, "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-91955c089b03f316", "name": "Possibly dead Python function: exec_reformat", "shortDescription": {"text": "Possibly dead Python function: exec_reformat"}, "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-ba3a2b1d07a7c0fd", "name": "Possibly dead Python function: exec_transition", "shortDescription": {"text": "Possibly dead Python function: exec_transition"}, "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-485dc504fecb111f", "name": "Possibly dead Python function: exec_probe", "shortDescription": {"text": "Possibly dead Python function: exec_probe"}, "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-cae72127588c52d6", "name": "Possibly dead Python function: exec_render", "shortDescription": {"text": "Possibly dead Python function: exec_render"}, "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-a7ec7976981fbfdc", "name": "Possibly dead Python function: exec_project", "shortDescription": {"text": "Possibly dead Python function: exec_project"}, "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-76c9deb31d1bc6c8", "name": "Possibly dead Python function: concat_videos", "shortDescription": {"text": "Possibly dead Python function: concat_videos"}, "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-5c09490c72aebebc", "name": "Insecure pattern 'direct_innerhtml_assignment' in server.py:988", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in server.py:988"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-d2ac36debd5117fc", "name": "Insecure pattern 'cors_wildcard' in server.py:309", "shortDescription": {"text": "Insecure pattern 'cors_wildcard' in server.py:309"}, "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-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-00bcdd387a7c45cb", "name": "Very large file: server.py (1585 lines)", "shortDescription": {"text": "Very large file: server.py (1585 lines)"}, "fullDescription": {"text": "Files with >800 lines often hide complexity hotspots and discourage tests."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "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 9 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-01f96f71d9907a8c", "name": "README lacks setup or run instructions", "shortDescription": {"text": "README lacks setup or run instructions"}, "fullDescription": {"text": "A README exists, but it does not contain common install/setup/run markers. This matches a frequent generated-code pattern: UI is present, operational handoff is thin."}, "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 160 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: ci, tests, operator-readme. 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 ci, tests, operator-readme. 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-bea357a6497a2d5d", "name": "Agent authority lacks a verifier contract: CLAUDE.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: CLAUDE.md"}, "fullDescription": {"text": "This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. 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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-fae11717fb4c1502", "name": "Agent authority lacks a verifier contract: .claude/commands/tutorial.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: .claude/commands/tutorial.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-e725d2ab884fbd49", "name": "Multiple root agent instruction files without precedence", "shortDescription": {"text": "Multiple root agent instruction files without precedence"}, "fullDescription": {"text": "The repo has multiple top-level AI-coder instruction files. Without precedence rules, different agents may follow different policies."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-f4320ab672eadfd0", "name": "Network/subprocess call without timeout or try/except \u2014 render.py:53", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 render.py:53"}, "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-b9113863d562d345", "name": "Network/subprocess call without timeout or try/except \u2014 qwen3-bridge.py:74", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 qwen3-bridge.py:74"}, "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-c67203618ab82130", "name": "Network/subprocess call without timeout or try/except \u2014 tutorial.py:80", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 tutorial.py:80"}, "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-4cf68fdd9dbb721a", "name": "Network/subprocess call without timeout or try/except \u2014 engine/encoder.py:73", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 engine/encoder.py:73"}, "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-be46ea126aa5d8dc", "name": "Near-duplicate function bodies in 3 places", "shortDescription": {"text": "Near-duplicate function bodies in 3 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\nagent.py:chat, agent.py:chat, agent.py:chat\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/23980"}, "properties": {"repository": "aicuai/vibe-mpeg", "repoUrl": "https://github.com/aicuai/vibe-mpeg", "branch": "main"}, "results": [{"ruleId": "scanner-6bc47bae52eabef0", "level": "note", "message": {"text": "Possibly dead Python function: log_message"}, "properties": {"repobilityId": "965f3150b4af5b2e", "scanner": "scanner-primary", "fingerprint": "6bc47bae52eabef0", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "server.py:71"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-167df6ae08703084", "level": "note", "message": {"text": "Possibly dead Python function: do_GET"}, "properties": {"repobilityId": "2d943bb45e4f13bd", "scanner": "scanner-primary", "fingerprint": "167df6ae08703084", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "server.py:74"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-46a827d9dddc20b5", "level": "note", "message": {"text": "Possibly dead Python function: do_POST"}, "properties": {"repobilityId": "53357410ca9379a9", "scanner": "scanner-primary", "fingerprint": "46a827d9dddc20b5", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "server.py:117"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-e4eb3fe0dc0ee9d4", "level": "note", "message": {"text": "Possibly dead Python function: exec_concat"}, "properties": {"repobilityId": "a462759f781cf612", "scanner": "scanner-primary", "fingerprint": "e4eb3fe0dc0ee9d4", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "render.py:61"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-9a1fd8522d858d39", "level": "note", "message": {"text": "Possibly dead Python function: exec_mix_audio"}, "properties": {"repobilityId": "1cc86b3e54b3fd4e", "scanner": "scanner-primary", "fingerprint": "9a1fd8522d858d39", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "render.py:86"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-b8e3c8a911f55b25", "level": "note", "message": {"text": "Possibly dead Python function: exec_subtitles"}, "properties": {"repobilityId": "e0d14e85d38a025e", "scanner": "scanner-primary", "fingerprint": "b8e3c8a911f55b25", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "render.py:116"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-91955c089b03f316", "level": "note", "message": {"text": "Possibly dead Python function: exec_reformat"}, "properties": {"repobilityId": "d690e3e4eda5380f", "scanner": "scanner-primary", "fingerprint": "91955c089b03f316", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "render.py:146"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-ba3a2b1d07a7c0fd", "level": "note", "message": {"text": "Possibly dead Python function: exec_transition"}, "properties": {"repobilityId": "8ea9cbc947edd2c8", "scanner": "scanner-primary", "fingerprint": "ba3a2b1d07a7c0fd", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "render.py:205"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-485dc504fecb111f", "level": "note", "message": {"text": "Possibly dead Python function: exec_probe"}, "properties": {"repobilityId": "600eee959e151ffd", "scanner": "scanner-primary", "fingerprint": "485dc504fecb111f", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "render.py:269"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-cae72127588c52d6", "level": "note", "message": {"text": "Possibly dead Python function: exec_render"}, "properties": {"repobilityId": "695b0c97fca25819", "scanner": "scanner-primary", "fingerprint": "cae72127588c52d6", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "render.py:335"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-a7ec7976981fbfdc", "level": "note", "message": {"text": "Possibly dead Python function: exec_project"}, "properties": {"repobilityId": "7e49da79d6b22df8", "scanner": "scanner-primary", "fingerprint": "a7ec7976981fbfdc", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "render.py:369"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-76c9deb31d1bc6c8", "level": "note", "message": {"text": "Possibly dead Python function: concat_videos"}, "properties": {"repobilityId": "636032959a07900f", "scanner": "scanner-primary", "fingerprint": "76c9deb31d1bc6c8", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "engine/encoder.py:81"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-5c09490c72aebebc", "level": "warning", "message": {"text": "Insecure pattern 'direct_innerhtml_assignment' in server.py:988"}, "properties": {"repobilityId": "e27394a8090fc412", "scanner": "scanner-primary", "fingerprint": "5c09490c72aebebc", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "direct_innerhtml_assignment"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "server.py"}, "region": {"startLine": 988}}}]}, {"ruleId": "scanner-d2ac36debd5117fc", "level": "warning", "message": {"text": "Insecure pattern 'cors_wildcard' in server.py:309"}, "properties": {"repobilityId": "8785661a35cadd9b", "scanner": "scanner-primary", "fingerprint": "d2ac36debd5117fc", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "cors_wildcard"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "server.py"}, "region": {"startLine": 309}}}]}, {"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-00bcdd387a7c45cb", "level": "note", "message": {"text": "Very large file: server.py (1585 lines)"}, "properties": {"repobilityId": "61d8058d744c856e", "scanner": "scanner-primary", "fingerprint": "00bcdd387a7c45cb", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["complexity"]}}, {"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-01f96f71d9907a8c", "level": "note", "message": {"text": "README lacks setup or run instructions"}, "properties": {"repobilityId": "ab4507895386e458", "scanner": "scanner-primary", "fingerprint": "01f96f71d9907a8c", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["docs", "readme", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-3ab5d313dda8e5f9", "level": "note", "message": {"text": "Debug logging residue appears in source files"}, "properties": {"repobilityId": "5b71bf1bd13fed5b", "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": "a09fcfcd0db21dbd", "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": "40cb23039a951730", "scanner": "scanner-primary", "fingerprint": "749d4bc1bd66df5f", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["agent-instructions", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-bea357a6497a2d5d", "level": "warning", "message": {"text": "Agent authority lacks a verifier contract: CLAUDE.md"}, "properties": {"repobilityId": "aae72df3934829ac", "scanner": "scanner-primary", "fingerprint": "bea357a6497a2d5d", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["agent-instructions", "verification", "claude_instruction"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "CLAUDE.md"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-2679282aa1c484b5", "level": "warning", "message": {"text": "Agent authority lacks a verifier contract: AGENTS.md"}, "properties": {"repobilityId": "27d579812e6be614", "scanner": "scanner-primary", "fingerprint": "2679282aa1c484b5", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["agent-instructions", "verification", "agents_md"]}, "locations": [{"physicalLocation": 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