{"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-a31e8c030c6aaaeb", "name": "Possibly dead Python function: log_request", "shortDescription": {"text": "Possibly dead Python function: log_request"}, "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-a262725ba070f48b", "name": "Possibly dead Python function: score", "shortDescription": {"text": "Possibly dead Python function: score"}, "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-54a951af9e8531fa", "name": "Possibly dead Python function: cmd_verify", "shortDescription": {"text": "Possibly dead Python function: cmd_verify"}, "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-d49ecf08538060a4", "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-3c34f0da5034bc48", "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-b73406ecc4e43e02", "name": "Possibly dead Python function: do_oauth_flow", "shortDescription": {"text": "Possibly dead Python function: do_oauth_flow"}, "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-d8a6a0780f80660e", "name": "Possibly dead Python function: parse", "shortDescription": {"text": "Possibly dead Python function: parse"}, "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-593de4baaa10955e", "name": "Possibly dead Python function: split_full_name", "shortDescription": {"text": "Possibly dead Python function: split_full_name"}, "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-fbdce12e07b7fb8c", "name": "Possibly dead Python function: name_key", "shortDescription": {"text": "Possibly dead Python function: name_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-b6af2d19999a6b9f", "name": "Possibly dead Python function: wait_for_clay_cookie", "shortDescription": {"text": "Possibly dead Python function: wait_for_clay_cookie"}, "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-ea0ee2eebe076ad3", "name": "Possibly dead Python function: is_logged_in", "shortDescription": {"text": "Possibly dead Python function: is_logged_in"}, "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-fb90ae0d86143136", "name": "Privileged port 30 in use", "shortDescription": {"text": "Privileged port 30 in use"}, "fullDescription": {"text": "Port 30 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer."}, "properties": {"scanner": "scanner-primary", "layer": "network", "severity": "medium", "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-46c644c6227e4d4a", "name": "GitHub Action is tag-pinned rather than SHA-pinned", "shortDescription": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "fullDescription": {"text": "softprops/action-gh-release@v2 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-1838a141491ce38c", "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-6893a6c8b0861585", "name": "Very low test-to-source ratio", "shortDescription": {"text": "Very low test-to-source ratio"}, "fullDescription": {"text": "1 test file(s) for 43 source file(s) (ratio 0.02). 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 363 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-11825279136b53a3", "name": "CI is configured but no tests are detected", "shortDescription": {"text": "CI is configured but no tests are detected"}, "fullDescription": {"text": "A CI pipeline exists, but the scan found no test files to gate. Opus labeled this generated-code pattern as config theater: release machinery exists, but it has little behavioral signal."}, "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 tests. 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-dfcd8a8e38589d51", "name": "Agent authority lacks a verifier contract: skills/prospect-onboarding-composed/SKILL.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: skills/prospect-onboarding-composed/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-eb579e1a2f0243c3", "name": "Agent authority lacks a verifier contract: skills/tooling-setup-guide/SKILL.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: skills/tooling-setup-guide/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-e3a29811f6290797", "name": "Agent instruction/config may expose a secret: skills/linkedin-ads-setup/SKILL.md", "shortDescription": {"text": "Agent instruction/config may expose a secret: skills/linkedin-ads-setup/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-f09051781800cb14", "name": "Network/subprocess call without timeout or try/except \u2014 scripts/teamleader-auth.py:423", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/teamleader-auth.py:423"}, "fullDescription": {"text": "`urllib.request.urlopen(...)` 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-73976a74147757ac", "name": "Commented-code block (5 lines) in scripts/pia-go-reply-sweep.py:118", "shortDescription": {"text": "Commented-code block (5 lines) in scripts/pia-go-reply-sweep.py:118"}, "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-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/verify-emails.py:verify_email_reacher, scripts/verify-emails.py:verify_email\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/21236"}, "properties": {"repository": "Thrustlab-io/thrustlab-skills-library", "repoUrl": "https://github.com/Thrustlab-io/thrustlab-skills-library", "branch": "main"}, "results": [{"ruleId": "scanner-a31e8c030c6aaaeb", "level": "note", "message": {"text": "Possibly dead Python function: log_request"}, "properties": {"repobilityId": "e5b061edb6714c59", "scanner": "scanner-primary", "fingerprint": "a31e8c030c6aaaeb", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/smartlead-warmup-randomise-capture.py:31"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-a262725ba070f48b", "level": "note", "message": {"text": "Possibly dead Python function: score"}, "properties": {"repobilityId": "379227b163d3203e", "scanner": "scanner-primary", "fingerprint": "a262725ba070f48b", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/scrape-website-emails.py:89"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-54a951af9e8531fa", "level": "note", "message": {"text": "Possibly dead Python function: cmd_verify"}, "properties": {"repobilityId": "658bcb24bc7535c7", "scanner": "scanner-primary", "fingerprint": "54a951af9e8531fa", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/pia-go-master-inbox.py:239"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-d49ecf08538060a4", "level": "note", "message": {"text": "Possibly dead Python function: do_GET"}, "properties": {"repobilityId": "2d943bb45e4f13bd", "scanner": "scanner-primary", "fingerprint": "d49ecf08538060a4", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/teamleader-auth.py:118"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-3c34f0da5034bc48", "level": "note", "message": {"text": "Possibly dead Python function: log_message"}, "properties": {"repobilityId": "965f3150b4af5b2e", "scanner": "scanner-primary", "fingerprint": "3c34f0da5034bc48", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/teamleader-auth.py:143"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-b73406ecc4e43e02", "level": "note", "message": {"text": "Possibly dead Python function: do_oauth_flow"}, "properties": {"repobilityId": "4dd6b1dad33b6e00", "scanner": "scanner-primary", "fingerprint": "b73406ecc4e43e02", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/teamleader-auth.py:146"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-d8a6a0780f80660e", "level": "note", "message": {"text": "Possibly dead Python function: parse"}, "properties": {"repobilityId": "a81183814e752e15", "scanner": "scanner-primary", "fingerprint": "d8a6a0780f80660e", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/hubspot-match-kbo.py:150"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-593de4baaa10955e", "level": "note", "message": {"text": "Possibly dead Python function: split_full_name"}, "properties": {"repobilityId": "f6d2b4df85ace09b", "scanner": "scanner-primary", "fingerprint": "593de4baaa10955e", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/hubspot-match-kbo.py:199"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-fbdce12e07b7fb8c", "level": "note", "message": {"text": "Possibly dead Python function: name_key"}, "properties": {"repobilityId": "1295c18ea5fe1662", "scanner": "scanner-primary", "fingerprint": "fbdce12e07b7fb8c", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/hubspot-match-kbo.py:287"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-b6af2d19999a6b9f", "level": "note", "message": {"text": "Possibly dead Python function: wait_for_clay_cookie"}, "properties": {"repobilityId": "fc7a16cffe2dbbac", "scanner": "scanner-primary", "fingerprint": "b6af2d19999a6b9f", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/clay-session-refresh.py:119"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-ea0ee2eebe076ad3", "level": "note", "message": {"text": "Possibly dead Python function: is_logged_in"}, "properties": {"repobilityId": "ab97a592e21809bb", "scanner": "scanner-primary", "fingerprint": "ea0ee2eebe076ad3", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/clay-session-refresh.py:131"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-fb90ae0d86143136", "level": "warning", "message": {"text": "Privileged port 30 in use"}, "properties": {"repobilityId": "54f172e7d16fc662", "scanner": "scanner-primary", "fingerprint": "fb90ae0d86143136", "layer": "network", "severity": "medium", "confidence": 1.0, "tags": ["security", "ports"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "scripts/pia-go-reply-sweep-run.sh"}, "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-46c644c6227e4d4a", "level": "warning", "message": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "properties": {"repobilityId": "f0dc584a111ffc00", "scanner": "scanner-primary", "fingerprint": "46c644c6227e4d4a", "layer": "cicd", "severity": "medium", "confidence": 1.0, "tags": ["supply-chain", "github-actions", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/release.yml"}, "region": {"startLine": 53}}}]}, {"ruleId": "scanner-1838a141491ce38c", "level": "warning", "message": {"text": "GitHub Actions workflow grants broad write permissions"}, "properties": {"repobilityId": "b8fd4f5048f96576", "scanner": "scanner-primary", "fingerprint": "1838a141491ce38c", "layer": "cicd", "severity": "medium", "confidence": 1.0, "tags": ["supply-chain", "github-actions", "least-privilege"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/release.yml"}, "region": {"startLine": 1}}}]}, {"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": "61f3488780980322", "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": "Critical user flow still appears backed by mock or placeholder data"}, "properties": {"repobilityId": "e2940d23c6c67fd5", "scanner": "scanner-primary", "fingerprint": "2d0c7b7ab8f8aacf", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["placeholder", "mock-data", "critical-flow", "generated-repo-pattern"]}}, {"ruleId": "scanner-11825279136b53a3", "level": "warning", "message": {"text": "CI is configured but no tests are detected"}, "properties": {"repobilityId": "c725ddcbd93967fd", "scanner": "scanner-primary", "fingerprint": "11825279136b53a3", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["tests", "ci", "config-theater", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-749d4bc1bd66df5f", "level": "warning", "message": {"text": "Agent instructions exist but release-hardening basics are missing"}, "properties": {"repobilityId": "2c8b45064da69577", "scanner": "scanner-primary", "fingerprint": "749d4bc1bd66df5f", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["agent-instructions", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-ea8f3013f588db25", "level": "note", "message": {"text": "Shallow git history limits provenance confidence"}, "properties": {"repobilityId": "82697f10ddeeadde", "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": "2cab96472d1ba079", "scanner": "scanner-primary", "fingerprint": "8424db9c75e04ba4", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-dfcd8a8e38589d51", "level": "warning", "message": {"text": "Agent authority lacks a verifier 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