{"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-dabb5e7f53f15785", "name": "Possibly dead Python function: forward", "shortDescription": {"text": "Possibly dead Python function: forward"}, "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-fdea48b2f452c32b", "name": "Insecure pattern 'debug_true' in server/tof_server.py:345", "shortDescription": {"text": "Insecure pattern 'debug_true' in server/tof_server.py:345"}, "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-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-6893a6c8b0861585", "name": "Very low test-to-source ratio", "shortDescription": {"text": "Very low test-to-source ratio"}, "fullDescription": {"text": "1 test file(s) for 17 source file(s) (ratio 0.06). 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 166 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-99b91305afc56dd3", "name": "Commented-code block (17 lines) in esp32/send_csi.py:40", "shortDescription": {"text": "Commented-code block (17 lines) in esp32/send_csi.py:40"}, "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-59819d16e90ddb27", "name": "Commented-code block (7 lines) in server/mmw_server.py:15", "shortDescription": {"text": "Commented-code block (7 lines) in server/mmw_server.py:15"}, "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-e19b04cb375978c5", "name": "Commented-code block (7 lines) in server/csi_server.py:15", "shortDescription": {"text": "Commented-code block (7 lines) in server/csi_server.py:15"}, "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:\nesp32/vital_csi3.py:parse, esp32/presence_cnn.py:parse\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-f441c2b04ffbac2b", "name": "Flask mutation route `receive_tof` without `@login_required` \u2014 server/tof_server.py:127", "shortDescription": {"text": "Flask mutation route `receive_tof` without `@login_required` \u2014 server/tof_server.py:127"}, "fullDescription": {"text": "Flask route declares POST/PUT/DELETE/PATCH methods without an auth decorator. Add `@login_required` (Flask-Login) or equivalent."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-c8296b3a12e9fa2b", "name": "Flask mutation route `calibrate` without `@login_required` \u2014 server/tof_server.py:167", "shortDescription": {"text": "Flask mutation route `calibrate` without `@login_required` \u2014 server/tof_server.py:167"}, "fullDescription": {"text": "Flask route declares POST/PUT/DELETE/PATCH methods without an auth decorator. Add `@login_required` (Flask-Login) or equivalent."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-b08f5ace85ee07dd", "name": "Flask mutation route `receive_csi` without `@login_required` \u2014 server/tof_server.py:207", "shortDescription": {"text": "Flask mutation route `receive_csi` without `@login_required` \u2014 server/tof_server.py:207"}, "fullDescription": {"text": "Flask route declares POST/PUT/DELETE/PATCH methods without an auth decorator. Add `@login_required` (Flask-Login) or equivalent."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}]}}, "automationDetails": {"id": "repobility/24580"}, "properties": {"repository": "b-hyoung/Majubom", "repoUrl": "https://github.com/b-hyoung/Majubom", "branch": "main"}, "results": [{"ruleId": "scanner-dabb5e7f53f15785", "level": "note", "message": {"text": "Possibly dead Python function: forward"}, "properties": {"repobilityId": "ea414cce7f8e5874", "scanner": "scanner-primary", "fingerprint": "dabb5e7f53f15785", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "esp32/presence_cnn.py:172"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-fdea48b2f452c32b", "level": "note", "message": {"text": "Insecure pattern 'debug_true' in server/tof_server.py:345"}, "properties": {"repobilityId": "80167c752bf732b4", "scanner": "scanner-primary", "fingerprint": "fdea48b2f452c32b", "layer": "security", "severity": "low", "confidence": 1.0, "tags": ["owasp", "debug_true"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "server/tof_server.py"}, "region": {"startLine": 345}}}]}, {"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-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": "df50d0f64d4f6a9f", "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": "8252d8c438616c98", "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": "c3d0a2e14a83aed3", "scanner": "scanner-primary", "fingerprint": "b9088664ace7f748", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["production-readiness", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-99b91305afc56dd3", "level": "none", "message": {"text": "Commented-code block (17 lines) in esp32/send_csi.py:40"}, "properties": {"repobilityId": "565a0a6cdc5901f3", "scanner": "scanner-primary", "fingerprint": "99b91305afc56dd3", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-59819d16e90ddb27", "level": "none", "message": {"text": "Commented-code block (7 lines) in server/mmw_server.py:15"}, "properties": {"repobilityId": "23e6f407e372f559", "scanner": "scanner-primary", "fingerprint": "59819d16e90ddb27", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-e19b04cb375978c5", "level": "none", "message": {"text": "Commented-code block (7 lines) in server/csi_server.py:15"}, "properties": {"repobilityId": "fca1a46c2808e07c", "scanner": "scanner-primary", "fingerprint": "e19b04cb375978c5", "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": "4e20bea6c850221e", "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": "8204dca228a084a9", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}, {"ruleId": "scanner-f441c2b04ffbac2b", "level": "error", "message": {"text": "Flask mutation route `receive_tof` without `@login_required` \u2014 server/tof_server.py:127"}, "properties": {"repobilityId": "a03cdcd7f45f8d7a", "scanner": "scanner-primary", "fingerprint": "f441c2b04ffbac2b", "layer": "security", "severity": "high", "confidence": 1.0, "tags": ["auth", "owasp", "auth.flask.unauth_route"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "server/tof_server.py"}, "region": {"startLine": 127}}}]}, {"ruleId": "scanner-c8296b3a12e9fa2b", "level": "error", "message": {"text": "Flask mutation route `calibrate` without `@login_required` \u2014 server/tof_server.py:167"}, "properties": {"repobilityId": "de9f3af4b862c949", "scanner": "scanner-primary", "fingerprint": "c8296b3a12e9fa2b", "layer": "security", "severity": "high", "confidence": 1.0, "tags": ["auth", "owasp", "auth.flask.unauth_route"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "server/tof_server.py"}, "region": {"startLine": 167}}}]}, {"ruleId": "scanner-b08f5ace85ee07dd", "level": "error", "message": {"text": "Flask mutation route `receive_csi` without `@login_required` \u2014 server/tof_server.py:207"}, "properties": {"repobilityId": "ff9a198c53a9e44f", "scanner": "scanner-primary", "fingerprint": "b08f5ace85ee07dd", "layer": "security", "severity": "high", "confidence": 1.0, "tags": ["auth", "owasp", "auth.flask.unauth_route"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "server/tof_server.py"}, "region": {"startLine": 207}}}]}]}]}