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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-3596b6db54ac6166", "name": "Possibly dead Python function: convert_and_verify", "shortDescription": {"text": "Possibly dead Python function: convert_and_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-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-7ad04a158925c655", "name": "Possible secret in corpus/pysftp/pyproject.toml", "shortDescription": {"text": "Possible secret in corpus/pysftp/pyproject.toml"}, "fullDescription": {"text": "Detected pattern matching password_literal. Rotate the credential and move to a secret manager."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "critical", "confidence": 1.0}}, {"id": "scanner-b695292dc7f97642", "name": "Insecure pattern 'weak_hash' in corpus/requests-oauthlib/pyproject.toml:9", "shortDescription": {"text": "Insecure pattern 'weak_hash' in corpus/requests-oauthlib/pyproject.toml:9"}, "fullDescription": {"text": "Found a known-risky pattern (weak_hash). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-25e00b3cff68d2af", "name": "Insecure pattern 'eval_used' in corpus/config/pyproject.toml:22", "shortDescription": {"text": "Insecure pattern 'eval_used' in corpus/config/pyproject.toml:22"}, "fullDescription": {"text": "Found a known-risky pattern (eval_used). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-1797ae6202c210c6", "name": "Insecure pattern 'weak_hash' in corpus/pure-sasl/pyproject.toml:23", "shortDescription": {"text": "Insecure pattern 'weak_hash' in corpus/pure-sasl/pyproject.toml:23"}, "fullDescription": {"text": "Found a known-risky pattern (weak_hash). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-53c53fd70f0818ae", "name": "Insecure pattern 'debug_true' in corpus/easydict/pyproject.toml:20", "shortDescription": {"text": "Insecure pattern 'debug_true' in corpus/easydict/pyproject.toml:20"}, "fullDescription": {"text": "Found a known-risky pattern (debug_true). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "low", "confidence": 1.0}}, {"id": "scanner-5d0f52de13946ada", "name": "Insecure pattern 'weak_hash' in corpus/nacos-sdk-python/pyproject.toml:9", "shortDescription": {"text": "Insecure pattern 'weak_hash' in corpus/nacos-sdk-python/pyproject.toml:9"}, "fullDescription": {"text": "Found a known-risky pattern (weak_hash). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-051aa1188e3703e6", "name": "Insecure pattern 'debug_true' in corpus/flask-restx/pyproject.toml:9", "shortDescription": {"text": "Insecure pattern 'debug_true' in corpus/flask-restx/pyproject.toml:9"}, "fullDescription": {"text": "Found a known-risky pattern (debug_true). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "low", "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": "0 test file(s) for 12 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-3ab5d313dda8e5f9", "name": "Debug logging residue appears in source files", "shortDescription": {"text": "Debug logging residue appears in source files"}, "fullDescription": {"text": "Found 56 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. 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-ea8f3013f588db25", "name": "Shallow git history limits provenance confidence", "shortDescription": {"text": "Shallow git history limits provenance confidence"}, "fullDescription": {"text": "The repository is a shallow clone. 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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-4977ae44e03c800b", "name": "Network/subprocess call without timeout or try/except \u2014 src/wheelproof/watchman.py:61", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 src/wheelproof/watchman.py:61"}, "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-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/wheelproof/divcheck.py:check_one, src/wheelproof/buildcheck.py:check_one\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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"fingerprint": "31984ac17ee13735", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/wheelproof/batchconvert.py:54"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-3596b6db54ac6166", "level": "note", "message": {"text": "Possibly dead Python function: convert_and_verify"}, "properties": {"repobilityId": "39970de9d99e9a6b", "scanner": "scanner-primary", "fingerprint": "3596b6db54ac6166", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/wheelproof/convert.py:301"}, "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-7ad04a158925c655", "level": "error", "message": {"text": "Possible secret in corpus/pysftp/pyproject.toml"}, "properties": {"repobilityId": "f0635549244ce19f", "scanner": "scanner-primary", "fingerprint": "7ad04a158925c655", "layer": "security", "severity": "critical", "confidence": 1.0, "tags": ["secrets"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "corpus/pysftp/pyproject.toml"}, "region": {"startLine": 20}}}]}, {"ruleId": "scanner-b695292dc7f97642", "level": "warning", "message": {"text": "Insecure pattern 'weak_hash' in corpus/requests-oauthlib/pyproject.toml:9"}, "properties": {"repobilityId": "eab4dd81e61e5298", "scanner": "scanner-primary", "fingerprint": "b695292dc7f97642", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "weak_hash"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "corpus/requests-oauthlib/pyproject.toml"}, "region": {"startLine": 9}}}]}, {"ruleId": "scanner-25e00b3cff68d2af", "level": "error", "message": {"text": "Insecure pattern 'eval_used' in corpus/config/pyproject.toml:22"}, "properties": {"repobilityId": "de7485dd187fa6b0", "scanner": "scanner-primary", "fingerprint": "25e00b3cff68d2af", "layer": "security", "severity": "high", "confidence": 1.0, "tags": ["owasp", "eval_used"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "corpus/config/pyproject.toml"}, "region": {"startLine": 22}}}]}, {"ruleId": "scanner-1797ae6202c210c6", "level": "warning", "message": {"text": "Insecure pattern 'weak_hash' in corpus/pure-sasl/pyproject.toml:23"}, "properties": {"repobilityId": "a71529fd614c0d4c", "scanner": "scanner-primary", "fingerprint": "1797ae6202c210c6", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "weak_hash"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "corpus/pure-sasl/pyproject.toml"}, "region": {"startLine": 23}}}]}, {"ruleId": "scanner-53c53fd70f0818ae", "level": "note", "message": {"text": "Insecure pattern 'debug_true' in corpus/easydict/pyproject.toml:20"}, "properties": {"repobilityId": "c35c9bde4d900177", "scanner": "scanner-primary", "fingerprint": "53c53fd70f0818ae", "layer": "security", "severity": "low", "confidence": 1.0, "tags": ["owasp", "debug_true"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "corpus/easydict/pyproject.toml"}, "region": {"startLine": 20}}}]}, {"ruleId": "scanner-5d0f52de13946ada", "level": "warning", "message": {"text": "Insecure pattern 'weak_hash' in corpus/nacos-sdk-python/pyproject.toml:9"}, "properties": {"repobilityId": "d7cbc112b44b8e30", "scanner": "scanner-primary", "fingerprint": "5d0f52de13946ada", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "weak_hash"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "corpus/nacos-sdk-python/pyproject.toml"}, "region": {"startLine": 9}}}]}, {"ruleId": "scanner-051aa1188e3703e6", "level": "note", "message": {"text": "Insecure pattern 'debug_true' in corpus/flask-restx/pyproject.toml:9"}, "properties": {"repobilityId": "adcb4e0ac2863f9d", "scanner": "scanner-primary", "fingerprint": "051aa1188e3703e6", "layer": "security", "severity": "low", "confidence": 1.0, "tags": ["owasp", "debug_true"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "corpus/flask-restx/pyproject.toml"}, "region": {"startLine": 9}}}]}, {"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": "a6e821c967486baf", "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": "bb7d56d633bae889", "scanner": "scanner-primary", "fingerprint": "b9088664ace7f748", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["production-readiness", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-ea8f3013f588db25", "level": "note", "message": {"text": "Shallow git history limits provenance confidence"}, "properties": {"repobilityId": "7fe259210fd7b8ba", "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": "5f4e8c6f001a64e6", "scanner": "scanner-primary", "fingerprint": "8424db9c75e04ba4", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-4977ae44e03c800b", "level": "warning", "message": {"text": "Network/subprocess call without timeout or try/except \u2014 src/wheelproof/watchman.py:61"}, "properties": {"repobilityId": "0227f1ac85ed05b7", "scanner": "scanner-primary", "fingerprint": "4977ae44e03c800b", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"ruleId": "scanner-2c04133e54348533", "level": "note", "message": {"text": "Near-duplicate function bodies in 2 places"}, "properties": {"repobilityId": "34ae296abbeff089", "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": "296db6498ed70079", "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": "ecde1508b4caae53", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}]}]}