{"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-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-4edf2a5375e2ae87", "name": "Insecure pattern 'direct_innerhtml_assignment' in print-a4.html:307", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in print-a4.html:307"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-8ce79251f9a594e2", "name": "Insecure pattern 'direct_innerhtml_assignment' in print-atlas.html:1055", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in print-atlas.html:1055"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-6bf7adb28e5f42e7", "name": "Insecure pattern 'direct_innerhtml_assignment' in international.html:353", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in international.html:353"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-d757d772367a51d4", "name": "Insecure pattern 'direct_innerhtml_assignment' in whitepaper.html:240", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in whitepaper.html:240"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-293f3fe6c2342eef", "name": "Insecure pattern 'direct_innerhtml_assignment' in index.html:1143", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in index.html:1143"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-2c43a9cb47ec65e8", "name": "Insecure pattern 'direct_innerhtml_assignment' in build_i18n_city.py:275", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in build_i18n_city.py:275"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-eeb190a2a21aef5f", "name": "Insecure pattern 'direct_innerhtml_assignment' in vision-zero.html:412", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in vision-zero.html:412"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-3b66afa67836dfe4", "name": "Insecure pattern 'direct_innerhtml_assignment' in city.html:1862", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in city.html:1862"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-90053a23cb577ec0", "name": "Insecure pattern 'insert_adjacent_html' in city.html:3590", "shortDescription": {"text": "Insecure pattern 'insert_adjacent_html' in city.html:3590"}, "fullDescription": {"text": "Found a known-risky pattern (insert_adjacent_html). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-8f4ec9912ca40460", "name": "Insecure pattern 'direct_innerhtml_assignment' in vision.html:532", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in vision.html:532"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-91645ccb27656c51", "name": "Insecure pattern 'direct_innerhtml_assignment' in nearby.html:293", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in nearby.html:293"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-4317bb8fe12ad0dc", "name": "Insecure pattern 'direct_innerhtml_assignment' in print-a4-rankings.html:313", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in print-a4-rankings.html:313"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "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-6893a6c8b0861585", "name": "Very low test-to-source ratio", "shortDescription": {"text": "Very low test-to-source ratio"}, "fullDescription": {"text": "0 test file(s) for 10 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-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 37 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-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-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:\nbuild_age_type.py:classify, build_all_cities_data.py:classify_mode, build_a2_aggregates.py:classify, extract_national.py:classify_mode\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-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:\nbuild_all_cities_data.py:parse_casualties, build_a2_aggregates.py:parse_casualties\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/23415"}, "properties": {"repository": "yunching0513/taiwan-mobility-atlas", "repoUrl": "https://github.com/yunching0513/taiwan-mobility-atlas", "branch": "main"}, "results": [{"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-4edf2a5375e2ae87", "level": "warning", "message": {"text": "Insecure pattern 'direct_innerhtml_assignment' in print-a4.html:307"}, "properties": {"repobilityId": "07e65b1175a99499", "scanner": "scanner-primary", "fingerprint": "4edf2a5375e2ae87", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "direct_innerhtml_assignment"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "print-a4.html"}, "region": {"startLine": 307}}}]}, {"ruleId": "scanner-8ce79251f9a594e2", "level": "warning", "message": {"text": "Insecure pattern 'direct_innerhtml_assignment' in print-atlas.html:1055"}, "properties": {"repobilityId": "687ed5ed9e99bcd3", "scanner": "scanner-primary", "fingerprint": "8ce79251f9a594e2", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "direct_innerhtml_assignment"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "print-atlas.html"}, "region": {"startLine": 1055}}}]}, {"ruleId": "scanner-6bf7adb28e5f42e7", "level": "warning", "message": {"text": "Insecure pattern 'direct_innerhtml_assignment' in international.html:353"}, "properties": {"repobilityId": "14420cd226e6c835", "scanner": "scanner-primary", "fingerprint": "6bf7adb28e5f42e7", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "direct_innerhtml_assignment"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "international.html"}, "region": {"startLine": 353}}}]}, {"ruleId": "scanner-d757d772367a51d4", "level": "warning", "message": {"text": "Insecure pattern 'direct_innerhtml_assignment' in whitepaper.html:240"}, "properties": {"repobilityId": "ddc26886cdf181ab", "scanner": "scanner-primary", "fingerprint": "d757d772367a51d4", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "direct_innerhtml_assignment"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "whitepaper.html"}, "region": {"startLine": 240}}}]}, {"ruleId": "scanner-293f3fe6c2342eef", "level": "warning", "message": {"text": "Insecure pattern 'direct_innerhtml_assignment' in index.html:1143"}, "properties": {"repobilityId": "f91708437a3a5445", "scanner": "scanner-primary", "fingerprint": "293f3fe6c2342eef", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "direct_innerhtml_assignment"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "index.html"}, "region": {"startLine": 1143}}}]}, {"ruleId": "scanner-2c43a9cb47ec65e8", "level": "warning", "message": {"text": "Insecure pattern 'direct_innerhtml_assignment' in build_i18n_city.py:275"}, "properties": {"repobilityId": "3bae0c49c08e5c16", "scanner": "scanner-primary", "fingerprint": "2c43a9cb47ec65e8", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "direct_innerhtml_assignment"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "build_i18n_city.py"}, "region": {"startLine": 275}}}]}, {"ruleId": "scanner-eeb190a2a21aef5f", "level": "warning", "message": {"text": "Insecure pattern 'direct_innerhtml_assignment' in vision-zero.html:412"}, "properties": {"repobilityId": "de92c1a45ed32cf0", "scanner": "scanner-primary", "fingerprint": "eeb190a2a21aef5f", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "direct_innerhtml_assignment"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "vision-zero.html"}, "region": {"startLine": 412}}}]}, {"ruleId": "scanner-3b66afa67836dfe4", "level": "warning", "message": {"text": "Insecure pattern 'direct_innerhtml_assignment' in city.html:1862"}, "properties": {"repobilityId": "b3ba3c543d29fa40", "scanner": "scanner-primary", "fingerprint": "3b66afa67836dfe4", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "direct_innerhtml_assignment"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "city.html"}, "region": {"startLine": 1862}}}]}, {"ruleId": "scanner-90053a23cb577ec0", "level": "warning", "message": {"text": "Insecure pattern 'insert_adjacent_html' in city.html:3590"}, "properties": {"repobilityId": "a92bb9fed5f68287", "scanner": "scanner-primary", "fingerprint": "90053a23cb577ec0", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "insert_adjacent_html"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "city.html"}, "region": {"startLine": 3590}}}]}, {"ruleId": "scanner-8f4ec9912ca40460", "level": "warning", "message": {"text": "Insecure pattern 'direct_innerhtml_assignment' in vision.html:532"}, "properties": {"repobilityId": "342921cb70610e56", "scanner": "scanner-primary", "fingerprint": "8f4ec9912ca40460", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "direct_innerhtml_assignment"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "vision.html"}, "region": {"startLine": 532}}}]}, {"ruleId": "scanner-91645ccb27656c51", "level": "warning", "message": {"text": "Insecure pattern 'direct_innerhtml_assignment' in nearby.html:293"}, "properties": {"repobilityId": "c17c609752e90476", "scanner": "scanner-primary", "fingerprint": "91645ccb27656c51", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "direct_innerhtml_assignment"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "nearby.html"}, "region": {"startLine": 293}}}]}, {"ruleId": "scanner-4317bb8fe12ad0dc", "level": "warning", "message": {"text": "Insecure pattern 'direct_innerhtml_assignment' in print-a4-rankings.html:313"}, "properties": {"repobilityId": "fae2975f086daed5", "scanner": "scanner-primary", "fingerprint": "4317bb8fe12ad0dc", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "direct_innerhtml_assignment"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "print-a4-rankings.html"}, "region": {"startLine": 313}}}]}, {"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-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-01f96f71d9907a8c", "level": "note", "message": {"text": "README lacks setup or run instructions"}, "properties": {"repobilityId": "2ed20a49559b316a", "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": "bbb74caf77de7e22", "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": "3450a29092be374a", "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": "1b3ce3623b415fba", "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": "9b8f42c04fab09c6", "scanner": "scanner-primary", "fingerprint": "8424db9c75e04ba4", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-49c98f7cedd9c977", "level": "note", "message": {"text": "Near-duplicate function bodies in 4 places"}, "properties": {"repobilityId": "c2714d9d000da637", "scanner": "scanner-primary", "fingerprint": "49c98f7cedd9c977", "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": "4c80213ea0127edd", "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": "7938eef754aa9e36", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}]}]}