{"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-60166bbdb33445a7", "name": "Possibly dead Python function: have_field", "shortDescription": {"text": "Possibly dead Python function: have_field"}, "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-eb498c74ab1360ad", "name": "Possibly dead Python function: set_debug", "shortDescription": {"text": "Possibly dead Python function: set_debug"}, "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-fbdbc6ab63f4b13e", "name": "Possibly dead Python function: set_logfile", "shortDescription": {"text": "Possibly dead Python function: set_logfile"}, "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-5d309b0fa3174154", "name": "Possibly dead Python function: set_preferred_dgps_timeout", "shortDescription": {"text": "Possibly dead Python function: set_preferred_dgps_timeout"}, "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-ec7a190559a940bf", "name": "Possibly dead Python function: set_preferred_usePPP", "shortDescription": {"text": "Possibly dead Python function: set_preferred_usePPP"}, "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-d679572604b045ae", "name": "Possibly dead Python function: seek_percent", "shortDescription": {"text": "Possibly dead Python function: seek_percent"}, "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-33f5e1262cfe8735", "name": "Possibly dead Python function: receive_message_noerror", "shortDescription": {"text": "Possibly dead Python function: receive_message_noerror"}, "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-31ec2c93a41e6546", "name": "Possibly dead Python function: configure_loadsave", "shortDescription": {"text": "Possibly dead Python function: configure_loadsave"}, "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-0dda0bb36b7c2cb0", "name": "Possibly dead Python function: configure_min_max_sats", "shortDescription": {"text": "Possibly dead Python function: configure_min_max_sats"}, "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-6ef9c1175c07977e", "name": "Possibly dead Python function: module_reset", "shortDescription": {"text": "Possibly dead Python function: module_reset"}, "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-6a8fd57174fab170", "name": "Possibly dead Python function: gps_callback", "shortDescription": {"text": "Possibly dead Python function: gps_callback"}, "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-95aeeaff31b6243a", "name": "Possibly dead Python function: rx_loop", "shortDescription": {"text": "Possibly dead Python function: rx_loop"}, "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-fedb23cf4710f91e", "name": "Possibly dead Python function: handle_gps_data", "shortDescription": {"text": "Possibly dead Python function: handle_gps_data"}, "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-2b518d23a55664ac", "name": "Possibly dead Python function: debug_ptr_callback", "shortDescription": {"text": "Possibly dead Python function: debug_ptr_callback"}, "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-9072443464a03e1c", "name": "Possibly dead Python function: onReceive", "shortDescription": {"text": "Possibly dead Python function: onReceive"}, "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-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-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-bc2b343f2fe8be45", "name": "Very large file: ublox.py (1316 lines)", "shortDescription": {"text": "Very large file: ublox.py (1316 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 4 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-faccb9061e9b52a0", "name": "No README detected", "shortDescription": {"text": "No README detected"}, "fullDescription": {"text": "No README file was found. Generated repos without README context are hard to operate, validate, or safely hand off."}, "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 44 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, 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": "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 ci, tests, 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-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-d7ed7166d1919be9", "name": "Legacy-named symbol `state_copy` in ublox.py:1092", "shortDescription": {"text": "Legacy-named symbol `state_copy` in ublox.py:1092"}, "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-c96cbcfc97b90397", "name": "Network/subprocess call without timeout or try/except \u2014 bot.py:83", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 bot.py:83"}, "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:\nublox.py:unpack, ublox.py:unpack\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/21630"}, "properties": {"repository": "trickv/meshtastic-hab-bot-v2", "repoUrl": "https://github.com/trickv/meshtastic-hab-bot-v2", "branch": "main"}, "results": [{"ruleId": "scanner-60166bbdb33445a7", "level": "note", "message": {"text": "Possibly dead Python function: have_field"}, "properties": {"repobilityId": "1b2fa8a723351872", "scanner": "scanner-primary", "fingerprint": "60166bbdb33445a7", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "ublox.py:573"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-eb498c74ab1360ad", "level": "note", "message": {"text": "Possibly dead Python function: set_debug"}, "properties": {"repobilityId": "71a3713fd23349c9", "scanner": "scanner-primary", "fingerprint": "eb498c74ab1360ad", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "ublox.py:719"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-fbdbc6ab63f4b13e", "level": "note", "message": {"text": "Possibly dead Python function: set_logfile"}, "properties": {"repobilityId": "f8a0523bb0c301b3", "scanner": "scanner-primary", "fingerprint": "fbdbc6ab63f4b13e", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "ublox.py:728"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-5d309b0fa3174154", "level": "note", "message": {"text": "Possibly dead Python function: set_preferred_dgps_timeout"}, "properties": {"repobilityId": "127d3b3102ec125d", "scanner": "scanner-primary", "fingerprint": "5d309b0fa3174154", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "ublox.py:747"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-ec7a190559a940bf", "level": "note", "message": {"text": "Possibly dead Python function: set_preferred_usePPP"}, "properties": {"repobilityId": "f18af3db85b2a176", "scanner": "scanner-primary", "fingerprint": "ec7a190559a940bf", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "ublox.py:753"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-d679572604b045ae", "level": "note", "message": {"text": "Possibly dead Python function: seek_percent"}, "properties": {"repobilityId": "8ed78e89ae63208d", "scanner": "scanner-primary", "fingerprint": "d679572604b045ae", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "ublox.py:801"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-33f5e1262cfe8735", "level": "note", "message": {"text": "Possibly dead Python function: receive_message_noerror"}, "properties": {"repobilityId": "9d5da6eb81e19185", "scanner": "scanner-primary", "fingerprint": "33f5e1262cfe8735", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "ublox.py:856"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-31ec2c93a41e6546", "level": "note", "message": {"text": "Possibly dead Python function: configure_loadsave"}, "properties": {"repobilityId": "ad9084f144878e61", "scanner": "scanner-primary", "fingerprint": "31ec2c93a41e6546", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "ublox.py:903"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-0dda0bb36b7c2cb0", "level": "note", "message": {"text": "Possibly dead Python function: configure_min_max_sats"}, "properties": {"repobilityId": "a3e28150174f7584", "scanner": "scanner-primary", "fingerprint": "0dda0bb36b7c2cb0", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "ublox.py:919"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-6ef9c1175c07977e", "level": "note", "message": {"text": "Possibly dead Python function: module_reset"}, "properties": {"repobilityId": "28179625a7a58295", "scanner": "scanner-primary", "fingerprint": "6ef9c1175c07977e", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "ublox.py:924"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-6a8fd57174fab170", "level": "note", "message": {"text": "Possibly dead Python function: gps_callback"}, "properties": {"repobilityId": "7c42d16d013633c8", "scanner": "scanner-primary", "fingerprint": "6a8fd57174fab170", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "ublox.py:1263"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-95aeeaff31b6243a", "level": "note", "message": {"text": "Possibly dead Python function: rx_loop"}, "properties": {"repobilityId": "2f1cfe318ef64835", "scanner": "scanner-primary", "fingerprint": "95aeeaff31b6243a", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "ublox.py:1123"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-fedb23cf4710f91e", "level": "note", "message": {"text": "Possibly dead Python function: handle_gps_data"}, "properties": {"repobilityId": "aa4fcdd84dc14dc4", "scanner": "scanner-primary", "fingerprint": "fedb23cf4710f91e", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "gps.py:6"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-2b518d23a55664ac", "level": "note", "message": {"text": "Possibly dead Python function: debug_ptr_callback"}, "properties": {"repobilityId": "5389a073e3a1bc3e", "scanner": "scanner-primary", "fingerprint": "2b518d23a55664ac", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "gps.py:10"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-9072443464a03e1c", "level": "note", "message": {"text": "Possibly dead Python function: onReceive"}, "properties": {"repobilityId": "5404de9023c75db7", "scanner": "scanner-primary", "fingerprint": "9072443464a03e1c", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "bot.py:154"}, "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-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-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-bc2b343f2fe8be45", "level": "note", "message": {"text": "Very large file: ublox.py (1316 lines)"}, "properties": {"repobilityId": "cbbf8779c8415e96", "scanner": "scanner-primary", "fingerprint": "bc2b343f2fe8be45", "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-faccb9061e9b52a0", "level": "note", "message": {"text": "No README detected"}, "properties": {"repobilityId": "b006bfbda57a8590", "scanner": "scanner-primary", "fingerprint": "faccb9061e9b52a0", "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": "48d188a1077fdd63", "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": "1979ded30165e3d0", "scanner": "scanner-primary", "fingerprint": "b9088664ace7f748", "layer": "quality", "severity": "medium", "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": "53b68403e735a798", "scanner": "scanner-primary", "fingerprint": "749d4bc1bd66df5f", "layer": "quality", "severity": "medium", 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