{"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-e637c415447867e4", "name": "Run SkillSpector's LLM-backed analysis in your own pipeline", "shortDescription": {"text": "Run SkillSpector's LLM-backed analysis in your own pipeline"}, "fullDescription": {"text": "Repobility ran SkillSpector's static rules server-side. The deeper LLM-backed analyzers \u2014 tool-poisoning (TP*), semantic security discovery (SSD*), developer-intent mismatch (SDI*) \u2014 are meant to run on YOUR machine with YOUR model; repobility never sends your code to an LLM. Recipe:\n\n# 1. Install SkillSpector in your own isolated env\npipx install \"skillspector @ git+https://github.com/NVIDIA/SkillSpector.git\"\n\n# 2. Point it at YOUR LLM pipeline (pick one) - your code stays on your machine\nexport SKILLSPECTOR_PROVIDER=anthropic && export ANTHROPIC_API_KEY=sk-ant-...\n# export SKILLSPECTOR_PROVIDER=openai   && export OPENAI_API_KEY=sk-...\n# export SKILLSPECTOR_PROVIDER=openai OPENAI_API_KEY=ollama OPENAI_BASE_URL=http://localhost:11434/v1 SKILLSPECTOR_MODEL=llama3.1:8b\n# export SKILLSPECTOR_PROVIDER=nv_build && export NVIDIA_INFERENCE_KEY=nvapi-...\n\n# 3. Run the LLM-backed scan per skill (omit --no-llm to enable the LLM analyzers)\nskillspector scan skills/i-have-adhd --format sarif --out"}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "info", "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-de53ac274e5b4ecf", "name": "GitHub Action is tag-pinned rather than SHA-pinned", "shortDescription": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "fullDescription": {"text": "actions/checkout@v4 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-37716d9c0a33ad5c", "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-3ab5d313dda8e5f9", "name": "Debug logging residue appears in source files", "shortDescription": {"text": "Debug logging residue appears in source files"}, "fullDescription": {"text": "Found 8 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-179a140557456fc0", "name": "Network/subprocess call without timeout or try/except \u2014 scripts/run_evals.py:259", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/run_evals.py:259"}, "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": 0.85}}]}}, "automationDetails": {"id": "repobility/30741"}, "properties": {"repository": "ayghri/i-have-adhd", "repoUrl": "https://github.com/ayghri/i-have-adhd", "branch": "main"}, "results": [{"ruleId": "scanner-e637c415447867e4", "level": "none", "message": {"text": "Run SkillSpector's LLM-backed analysis in your own pipeline"}, "properties": {"repobilityId": "1936f198ff5212bf", "scanner": "scanner-primary", "fingerprint": "e637c415447867e4", "layer": "security", "severity": "info", "confidence": 1.0, "tags": ["skillspector", "mcp-skill", "llm-advisory", "ai-coder"]}}, {"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-de53ac274e5b4ecf", "level": "warning", "message": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "properties": {"repobilityId": "02600186fc092bd4", "scanner": "scanner-primary", "fingerprint": "de53ac274e5b4ecf", "layer": "cicd", "severity": "medium", "confidence": 1.0, "tags": ["supply-chain", "github-actions", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/claude.yml"}, "region": {"startLine": 21}}}]}, {"ruleId": "scanner-37716d9c0a33ad5c", "level": "warning", "message": {"text": "GitHub Actions workflow grants broad write permissions"}, "properties": {"repobilityId": "abfb5752158cf655", "scanner": "scanner-primary", "fingerprint": "37716d9c0a33ad5c", "layer": "cicd", "severity": "medium", "confidence": 1.0, "tags": ["supply-chain", "github-actions", "least-privilege"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/claude.yml"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-3ab5d313dda8e5f9", "level": "note", "message": {"text": "Debug logging residue appears in source files"}, "properties": {"repobilityId": "2dcaeb0bb3e21909", "scanner": "scanner-primary", "fingerprint": "3ab5d313dda8e5f9", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["debug", "cleanup", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-179a140557456fc0", "level": "warning", "message": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/run_evals.py:259"}, "properties": {"repobilityId": "05dff57b8bcf0d6c", "scanner": "scanner-primary", "fingerprint": "179a140557456fc0", "layer": "quality", "severity": "medium", "confidence": 0.85, "tags": ["integrity", "fragile-runtime", "robustness"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/run_evals.py"}, "region": {"startLine": 259}}}]}]}]}