{"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-c220b7d9e1df602d", "name": "Possibly dead Python function: add_body_no_indent", "shortDescription": {"text": "Possibly dead Python function: add_body_no_indent"}, "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-b568c9ee38444de9", "name": "Possibly dead Python function: search_epub_keyword_with_page", "shortDescription": {"text": "Possibly dead Python function: search_epub_keyword_with_page"}, "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-1e016f99866c4933", "name": "Possibly dead Python function: save_image", "shortDescription": {"text": "Possibly dead Python function: save_image"}, "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-a80e7b3f96a23adf", "name": "Insecure pattern 'exec_used' in src/skills/tao-software-copyright/assets/scripts/render_design_doc.py:137", "shortDescription": {"text": "Insecure pattern 'exec_used' in src/skills/tao-software-copyright/assets/scripts/render_design_doc.py:137"}, "fullDescription": {"text": "Found a known-risky pattern (exec_used). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-a3e04f9d22f50d89", "name": "Insecure pattern 'subprocess_shell_true' in src/skills/tao-patent-disclosure/tools/mermaid_render.py:118", "shortDescription": {"text": "Insecure pattern 'subprocess_shell_true' in src/skills/tao-patent-disclosure/tools/mermaid_render.py:118"}, "fullDescription": {"text": "Found a known-risky pattern (subprocess_shell_true). 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-4601e3ad3bb28677", "name": "No CI/CD pipelines detected", "shortDescription": {"text": "No CI/CD pipelines detected"}, "fullDescription": {"text": "No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-6893a6c8b0861585", "name": "Very low test-to-source ratio", "shortDescription": {"text": "Very low test-to-source ratio"}, "fullDescription": {"text": "1 test file(s) for 22 source file(s) (ratio 0.05). Consider adding integration or unit tests for critical paths."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "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 99 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-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-8887d9c4a1a36542", "name": "Agent authority lacks a verifier contract: src/skills/tao-md-image-gen/SKILL.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: src/skills/tao-md-image-gen/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-0dba516ac73ba7f0", "name": "Agent instruction contains unpinned remote install: src/skills/tao-md-image-gen/SKILL.md", "shortDescription": {"text": "Agent instruction contains unpinned remote install: src/skills/tao-md-image-gen/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-496ab28b78b556c6", "name": "Agent authority lacks a verifier contract: src/skills/tao-software-copyright/SKILL.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: src/skills/tao-software-copyright/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-92d396b69c1672e2", "name": "Agent authority lacks a verifier contract: src/skills/tao-anxiety-med-advisor/SKILL.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: src/skills/tao-anxiety-med-advisor/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-f3bc584a3e479e19", "name": "Agent authority lacks a verifier contract: src/skills/tao-research-ain/SKILL.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: src/skills/tao-research-ain/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-0205bc6901f2a514", "name": "Agent authority lacks a verifier contract: src/skills/tao-video-toolkit/SKILL.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: src/skills/tao-video-toolkit/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-6f566add70daaafd", "name": "Agent authority lacks a verifier contract: src/skills/tao-patent-disclosure/SKILL.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: src/skills/tao-patent-disclosure/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-24f18dff8b8f07ee", "name": "Agent authority lacks a verifier contract: src/skills/tao-server-patrol/SKILL.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: src/skills/tao-server-patrol/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-a280c51712f350f1", "name": "Agent authority lacks a verifier contract: src/skills/tao-credit-card-analyzer/SKILL.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: src/skills/tao-credit-card-analyzer/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-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/skills/tao-software-copyright/assets/scripts/render_design_doc.py:set_font, src/skills/tao-software-copyright/assets/scripts/gen_collection_form.py:sf\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/20815"}, "properties": {"repository": "tao-hpu/tao-ai-toolkit", "repoUrl": "https://github.com/tao-hpu/tao-ai-toolkit", "branch": "main"}, "results": [{"ruleId": "scanner-c220b7d9e1df602d", "level": "note", "message": {"text": "Possibly dead Python function: add_body_no_indent"}, "properties": {"repobilityId": "c0a309e07c8ad171", "scanner": "scanner-primary", "fingerprint": "c220b7d9e1df602d", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/skills/tao-software-copyright/assets/scripts/render_design_doc.py:70"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-b568c9ee38444de9", "level": "note", "message": {"text": "Possibly dead Python function: search_epub_keyword_with_page"}, "properties": {"repobilityId": "58d8aa8887c48d48", "scanner": "scanner-primary", "fingerprint": "b568c9ee38444de9", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/skills/tao-patent-disclosure/tools/cnipa_epub_crawler.py:180"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-1e016f99866c4933", "level": "note", "message": {"text": "Possibly dead Python function: save_image"}, "properties": {"repobilityId": "c5a5a2f5ed4bf8ca", "scanner": "scanner-primary", "fingerprint": "1e016f99866c4933", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/skills/tao-patent-disclosure/tools/docx_to_md.py:66"}, "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-a80e7b3f96a23adf", "level": "error", "message": {"text": "Insecure pattern 'exec_used' in src/skills/tao-software-copyright/assets/scripts/render_design_doc.py:137"}, "properties": {"repobilityId": "7f046b570d0e71bf", "scanner": "scanner-primary", "fingerprint": "a80e7b3f96a23adf", "layer": "security", "severity": "high", "confidence": 1.0, "tags": ["owasp", "exec_used"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/skills/tao-software-copyright/assets/scripts/render_design_doc.py"}, "region": {"startLine": 137}}}]}, {"ruleId": "scanner-a3e04f9d22f50d89", "level": "warning", "message": {"text": "Insecure pattern 'subprocess_shell_true' in src/skills/tao-patent-disclosure/tools/mermaid_render.py:118"}, "properties": {"repobilityId": "dcb96f0425aed3d3", "scanner": "scanner-primary", "fingerprint": "a3e04f9d22f50d89", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "subprocess_shell_true"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/skills/tao-patent-disclosure/tools/mermaid_render.py"}, "region": {"startLine": 118}}}]}, {"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-4601e3ad3bb28677", "level": "warning", "message": {"text": "No CI/CD pipelines detected"}, "properties": {"repobilityId": "c3ee439bce2bc51e", "scanner": "scanner-primary", "fingerprint": "4601e3ad3bb28677", "layer": "cicd", "severity": "medium", "confidence": 1.0, "tags": ["coverage"]}}, {"ruleId": "scanner-6893a6c8b0861585", "level": "warning", "message": {"text": "Very low test-to-source ratio"}, "properties": {"repobilityId": "54a7de3f06314bf0", "scanner": "scanner-primary", "fingerprint": "6893a6c8b0861585", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["tests", "coverage"]}}, {"ruleId": "scanner-3ab5d313dda8e5f9", "level": "note", "message": {"text": "Debug logging residue appears in source files"}, "properties": {"repobilityId": "3ff0d5436bbdef28", "scanner": "scanner-primary", "fingerprint": "3ab5d313dda8e5f9", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["debug", "cleanup", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-ea8f3013f588db25", "level": "note", "message": {"text": "Shallow git history limits provenance confidence"}, "properties": {"repobilityId": "cb3f1ddd2f508a4d", "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": "cc6f2e328ab0a822", "scanner": "scanner-primary", "fingerprint": "8424db9c75e04ba4", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-8887d9c4a1a36542", "level": "warning", "message": {"text": "Agent authority lacks a verifier contract: src/skills/tao-md-image-gen/SKILL.md"}, "properties": {"repobilityId": "379e8c22e91433dd", "scanner": "scanner-primary", "fingerprint": "8887d9c4a1a36542", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["agent-instructions", "verification", "skill_file"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/skills/tao-md-image-gen/SKILL.md"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-0dba516ac73ba7f0", "level": "warning", "message": {"text": "Agent instruction contains unpinned remote install: src/skills/tao-md-image-gen/SKILL.md"}, "properties": {"repobilityId": "06ac03e1dae7e629", "scanner": "scanner-primary", "fingerprint": "0dba516ac73ba7f0", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["agent-instructions", "supply-chain", "skill_file"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/skills/tao-md-image-gen/SKILL.md"}, "region": {"startLine": 12}}}]}, {"ruleId": "scanner-496ab28b78b556c6", "level": "warning", "message": {"text": "Agent authority lacks a verifier contract: src/skills/tao-software-copyright/SKILL.md"}, "properties": {"repobilityId": "f21238862ee90077", "scanner": "scanner-primary", "fingerprint": "496ab28b78b556c6", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["agent-instructions", "verification", "skill_file"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/skills/tao-software-copyright/SKILL.md"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-92d396b69c1672e2", "level": "warning", "message": {"text": "Agent authority lacks a verifier contract: src/skills/tao-anxiety-med-advisor/SKILL.md"}, "properties": {"repobilityId": "7ab94e8c8615631c", "scanner": "scanner-primary", "fingerprint": "92d396b69c1672e2", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["agent-instructions", "verification", "skill_file"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/skills/tao-anxiety-med-advisor/SKILL.md"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-f3bc584a3e479e19", "level": "warning", "message": {"text": "Agent authority lacks a verifier contract: src/skills/tao-research-ain/SKILL.md"}, "properties": {"repobilityId": "e15c7ba2fc5a5b8f", "scanner": "scanner-primary", "fingerprint": "f3bc584a3e479e19", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["agent-instructions", "verification", "skill_file"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/skills/tao-research-ain/SKILL.md"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-0205bc6901f2a514", "level": "warning", "message": {"text": "Agent authority lacks a verifier contract: src/skills/tao-video-toolkit/SKILL.md"}, "properties": {"repobilityId": "46158f81399cfb1c", "scanner": "scanner-primary", "fingerprint": "0205bc6901f2a514", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["agent-instructions", "verification", "skill_file"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/skills/tao-video-toolkit/SKILL.md"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-6f566add70daaafd", "level": "warning", "message": {"text": "Agent authority lacks a verifier contract: src/skills/tao-patent-disclosure/SKILL.md"}, "properties": {"repobilityId": "730ce388f59b1799", "scanner": "scanner-primary", "fingerprint": "6f566add70daaafd", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["agent-instructions", "verification", "skill_file"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/skills/tao-patent-disclosure/SKILL.md"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-24f18dff8b8f07ee", "level": "warning", "message": {"text": "Agent authority lacks a verifier contract: src/skills/tao-server-patrol/SKILL.md"}, "properties": {"repobilityId": "4a1ac777a939b48e", "scanner": "scanner-primary", "fingerprint": "24f18dff8b8f07ee", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["agent-instructions", "verification", "skill_file"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/skills/tao-server-patrol/SKILL.md"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-a280c51712f350f1", "level": "warning", "message": {"text": "Agent authority lacks a verifier contract: src/skills/tao-credit-card-analyzer/SKILL.md"}, "properties": {"repobilityId": "dbd653e024a5df78", "scanner": "scanner-primary", "fingerprint": "a280c51712f350f1", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["agent-instructions", "verification", "skill_file"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/skills/tao-credit-card-analyzer/SKILL.md"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-2c04133e54348533", "level": "note", "message": {"text": "Near-duplicate function bodies in 2 places"}, "properties": {"repobilityId": "f6903f30c6a02862", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}]}]}