{"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-5b8c9ea086b1100d", "name": "Possibly dead Python function: rhs", "shortDescription": {"text": "Possibly dead Python function: rhs"}, "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-b890f9376dc44b8a", "name": "Possibly dead Python function: median_run", "shortDescription": {"text": "Possibly dead Python function: median_run"}, "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-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-58a43bcc90881042", "name": "Very large file: Tools/opensees_compare.py (1016 lines)", "shortDescription": {"text": "Very large file: Tools/opensees_compare.py (1016 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-6893a6c8b0861585", "name": "Very low test-to-source ratio", "shortDescription": {"text": "Very low test-to-source ratio"}, "fullDescription": {"text": "0 test file(s) for 9 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-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-3ab5d313dda8e5f9", "name": "Debug logging residue appears in source files", "shortDescription": {"text": "Debug logging residue appears in source files"}, "fullDescription": {"text": "Found 142 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, 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": "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-7373ee7eb4c12f6a", "name": "Network/subprocess call without timeout or try/except \u2014 Research/WS_J_gh/cli_throughput.py:97", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 Research/WS_J_gh/cli_throughput.py:97"}, "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-e67ec9c0a644bc6f", "name": "Network/subprocess call without timeout or try/except \u2014 Tools/pdelta_compare.py:30", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 Tools/pdelta_compare.py:30"}, "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-aca4b97b9e8abd09", "name": "Network/subprocess call without timeout or try/except \u2014 Tools/independent_precision_audit.py:106", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 Tools/independent_precision_audit.py:106"}, "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-c0a461281a20df49", "name": "Network/subprocess call without timeout or try/except \u2014 Tools/complex_structure_benchmark.py:162", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 Tools/complex_structure_benchmark.py:162"}, "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-d6f51fa7fec4c34c", "name": "Network/subprocess call without timeout or try/except \u2014 Tools/cli_roundtrip.py:84", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 Tools/cli_roundtrip.py:84"}, "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-425ed739cc3cdf64", "name": "Commented-code block (7 lines) in Tools/opensees_compare.py:128", "shortDescription": {"text": "Commented-code block (7 lines) in Tools/opensees_compare.py:128"}, "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-680d43db167a7b8d", "name": "Network/subprocess call without timeout or try/except \u2014 Tools/opensees_compare.py:85", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 Tools/opensees_compare.py:85"}, "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-a110e8e3f43e55fc", "name": "Network/subprocess call without timeout or try/except \u2014 Tools/shell_mitc4_deep_audit.py:52", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 Tools/shell_mitc4_deep_audit.py:52"}, "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:\nResearch/WS_F_corot/elastica_check.py:rhs, Research/WS_F_corot/elastica_check.py:rhs\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}}, {"id": "scanner-49c98f7cedd9c977", "name": "Near-duplicate function bodies in 4 places", "shortDescription": {"text": "Near-duplicate function bodies in 4 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\nTools/shell_mitc4_deep_audit.py:nid, Tools/shell_mitc4_deep_audit.py:nid, Tools/shell_mitc4_deep_audit.py:nid, Tools/shell_mitc4_deep_audit.py:nid\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/18349"}, "properties": {"repository": "rocky59487/architect-", "repoUrl": "https://github.com/rocky59487/architect-", "branch": "main"}, "results": [{"ruleId": "scanner-5b8c9ea086b1100d", "level": "note", "message": {"text": "Possibly dead Python function: rhs"}, "properties": {"repobilityId": "e0acd467e44a3d0a", "scanner": "scanner-primary", "fingerprint": "5b8c9ea086b1100d", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "Research/WS_F_corot/elastica_check.py:84"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-b890f9376dc44b8a", "level": "note", "message": {"text": "Possibly dead Python function: median_run"}, "properties": {"repobilityId": "4c57a67e458a20e0", "scanner": "scanner-primary", "fingerprint": "b890f9376dc44b8a", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "Tools/complex_structure_benchmark.py:229"}, "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-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-58a43bcc90881042", "level": "note", "message": {"text": "Very large file: Tools/opensees_compare.py (1016 lines)"}, "properties": {"repobilityId": "b1bd9caf537d7c00", "scanner": "scanner-primary", "fingerprint": "58a43bcc90881042", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["complexity"]}}, {"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-141b30a41e03817b", "level": "note", "message": {"text": "No license file detected"}, "properties": {"repobilityId": "aa398e2e41c1c323", "scanner": "scanner-primary", "fingerprint": "141b30a41e03817b", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["license", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-3ab5d313dda8e5f9", "level": "note", "message": {"text": "Debug logging residue appears in source files"}, "properties": {"repobilityId": "a42e6979937e64d9", "scanner": "scanner-primary", "fingerprint": "3ab5d313dda8e5f9", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["debug", "cleanup", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-b9088664ace7f748", "level": "warning", "message": {"text": "Composite production-readiness gap"}, "properties": {"repobilityId": "1cec0b5737722675", "scanner": "scanner-primary", "fingerprint": "b9088664ace7f748", "layer": "quality", "severity": "medium", "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": "482fbfee5da7de79", "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": "706a170cc302a3ed", "scanner": "scanner-primary", "fingerprint": "8424db9c75e04ba4", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-7373ee7eb4c12f6a", "level": "warning", "message": {"text": "Network/subprocess call without timeout or try/except \u2014 Research/WS_J_gh/cli_throughput.py:97"}, "properties": {"repobilityId": "a49b2dadff3a394b", "scanner": "scanner-primary", "fingerprint": "7373ee7eb4c12f6a", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"ruleId": "scanner-e67ec9c0a644bc6f", "level": "warning", "message": {"text": "Network/subprocess call without timeout or try/except \u2014 Tools/pdelta_compare.py:30"}, "properties": {"repobilityId": "ffe11c0254551243", "scanner": "scanner-primary", "fingerprint": "e67ec9c0a644bc6f", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"ruleId": "scanner-aca4b97b9e8abd09", "level": "warning", "message": {"text": "Network/subprocess call without timeout or try/except \u2014 Tools/independent_precision_audit.py:106"}, "properties": {"repobilityId": "fbb6f1304b00a72d", "scanner": "scanner-primary", "fingerprint": "aca4b97b9e8abd09", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"ruleId": "scanner-c0a461281a20df49", "level": "warning", "message": {"text": "Network/subprocess call without timeout or try/except \u2014 Tools/complex_structure_benchmark.py:162"}, "properties": {"repobilityId": "3c406d970b5054aa", "scanner": "scanner-primary", "fingerprint": "c0a461281a20df49", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"ruleId": "scanner-d6f51fa7fec4c34c", "level": "warning", "message": {"text": "Network/subprocess call without timeout or try/except \u2014 Tools/cli_roundtrip.py:84"}, "properties": {"repobilityId": "75a27aad52ae397a", "scanner": "scanner-primary", "fingerprint": "d6f51fa7fec4c34c", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"ruleId": "scanner-425ed739cc3cdf64", "level": "none", "message": {"text": "Commented-code block (7 lines) in Tools/opensees_compare.py:128"}, "properties": {"repobilityId": "c0fa315af8ad6326", "scanner": "scanner-primary", "fingerprint": "425ed739cc3cdf64", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-680d43db167a7b8d", "level": "warning", "message": {"text": "Network/subprocess call without timeout or try/except \u2014 Tools/opensees_compare.py:85"}, "properties": {"repobilityId": "36abff61919816a7", "scanner": "scanner-primary", "fingerprint": "680d43db167a7b8d", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"ruleId": "scanner-a110e8e3f43e55fc", "level": "warning", "message": {"text": "Network/subprocess call without timeout or try/except \u2014 Tools/shell_mitc4_deep_audit.py:52"}, "properties": {"repobilityId": "cd92bcf20477a1af", "scanner": "scanner-primary", "fingerprint": "a110e8e3f43e55fc", "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": "4f75c58568941715", "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": "717d7197ec08ecc3", "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": "e141afde4545a3cf", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}, {"ruleId": "scanner-49c98f7cedd9c977", "level": "note", "message": {"text": "Near-duplicate function bodies in 4 places"}, "properties": {"repobilityId": "ee1248a40fe8bd86", "scanner": "scanner-primary", "fingerprint": "49c98f7cedd9c977", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}]}]}