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Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-3fc4ca5f5f201fa4", "name": "Possibly dead Python function: scheduled_followup_worker", "shortDescription": {"text": "Possibly dead Python function: scheduled_followup_worker"}, "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-7efbda965f283c17", "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": "low", "confidence": 1.0}}, {"id": "scanner-b293b7dd0382f42b", "name": "Very large file: app.py (5043 lines)", "shortDescription": {"text": "Very large file: app.py (5043 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-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-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 27 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: license, 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": "low", "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, 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. 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-0003de32657c5c70", "name": "Legacy-named symbol `smtp_legacy` in app.py:3391", "shortDescription": {"text": "Legacy-named symbol `smtp_legacy` in app.py:3391"}, "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-5df8e156113b87bb", "name": "Commented-code block (5 lines) in app.py:169", "shortDescription": {"text": "Commented-code block (5 lines) in app.py:169"}, "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:\napp.py:decorated, app.py:decorated\n\nThis is *the* AI-coder failure mode (4\u00d7 more duplication in vibe-coded repos \u2014 see https://jw.hn/ai-code-hygiene). 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"layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "app.py:799"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-ac6a1d064cbb103d", "level": "note", "message": {"text": "Possibly dead Python function: current_workspace_id"}, "properties": {"repobilityId": "645cfaccc8743b92", "scanner": "scanner-primary", "fingerprint": "ac6a1d064cbb103d", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "app.py:1616"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-593a1d1a060fbab3", "level": "note", "message": {"text": "Possibly dead Python function: decode_str"}, "properties": {"repobilityId": "9a654acdd01574ae", "scanner": "scanner-primary", "fingerprint": "593a1d1a060fbab3", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "app.py:2082"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-3fc4ca5f5f201fa4", "level": "note", "message": {"text": "Possibly dead Python function: scheduled_followup_worker"}, "properties": {"repobilityId": "e82d4ec3c3bc9e84", "scanner": "scanner-primary", "fingerprint": "3fc4ca5f5f201fa4", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "app.py:4906"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-7efbda965f283c17", "level": "note", "message": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "properties": {"repobilityId": "56929525eac9a554", "scanner": "scanner-primary", "fingerprint": "7efbda965f283c17", "layer": "cicd", "severity": "low", "confidence": 1.0, "tags": ["supply-chain", "github-actions", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/test.yml"}, "region": {"startLine": 16}}}]}, {"ruleId": "scanner-7efbda965f283c17", "level": "note", "message": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "properties": {"repobilityId": "cd843b74d3963b06", "scanner": "scanner-primary", "fingerprint": "7efbda965f283c17", "layer": "cicd", "severity": "low", "confidence": 1.0, "tags": ["supply-chain", "github-actions", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/test.yml"}, "region": {"startLine": 19}}}]}, {"ruleId": "scanner-b293b7dd0382f42b", "level": "note", "message": {"text": "Very large file: app.py (5043 lines)"}, "properties": {"repobilityId": "5a74e6652f3a10d4", "scanner": "scanner-primary", "fingerprint": "b293b7dd0382f42b", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["complexity"]}}, {"ruleId": "scanner-141b30a41e03817b", "level": "note", "message": {"text": "No license file detected"}, "properties": {"repobilityId": "464bd8097a2fceab", "scanner": "scanner-primary", "fingerprint": "141b30a41e03817b", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["license", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-01f96f71d9907a8c", "level": "note", "message": {"text": "README lacks setup or run instructions"}, "properties": {"repobilityId": "a5f694fdfe93661c", "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": "e817b645053f80a1", "scanner": "scanner-primary", "fingerprint": "3ab5d313dda8e5f9", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["debug", "cleanup", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-b9088664ace7f748", "level": "note", "message": {"text": "Composite production-readiness gap"}, "properties": {"repobilityId": "c60278a67faf5797", "scanner": "scanner-primary", "fingerprint": "b9088664ace7f748", "layer": "quality", "severity": "low", "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": "41c8af6c4fa5bce0", "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-0003de32657c5c70", "level": "note", "message": {"text": "Legacy-named symbol `smtp_legacy` in app.py:3391"}, "properties": {"repobilityId": "6ac2721fe92d96ee", "scanner": "scanner-primary", "fingerprint": "0003de32657c5c70", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-5df8e156113b87bb", "level": "none", "message": {"text": "Commented-code block (5 lines) in app.py:169"}, "properties": {"repobilityId": "31210d381873c441", "scanner": "scanner-primary", "fingerprint": "5df8e156113b87bb", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-2c04133e54348533", "level": "note", "message": {"text": "Near-duplicate function bodies in 2 places"}, "properties": {"repobilityId": "1a08fb59ea0e4fdc", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}, {"ruleId": "scanner-2c04133e54348533", "level": "note", "message": {"text": "Near-duplicate function bodies in 2 places"}, "properties": {"repobilityId": "4854e3cbf7fdd7c1", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}, {"ruleId": "scanner-2c04133e54348533", "level": "note", "message": {"text": "Near-duplicate function bodies in 2 places"}, "properties": {"repobilityId": "2c8ce8fae58890b4", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}, {"ruleId": "scanner-2c04133e54348533", "level": "note", "message": {"text": "Near-duplicate function bodies in 2 places"}, "properties": {"repobilityId": "bfb00e3c269b37a6", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}, {"ruleId": "scanner-2c04133e54348533", "level": "note", "message": {"text": "Near-duplicate function bodies in 2 places"}, "properties": {"repobilityId": "c1584a8a3d98afd8", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}, {"ruleId": "scanner-9dad557909b86499", "level": "note", "message": {"text": "Near-duplicate function bodies in 10 places"}, "properties": {"repobilityId": "b32db03b942fa3f5", "scanner": "scanner-primary", "fingerprint": "9dad557909b86499", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}]}]}