{"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-248504086c1d4117", "name": "Possibly dead Python function: gen_rows", "shortDescription": {"text": "Possibly dead Python function: gen_rows"}, "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-b51498f50b460af2", "name": "Possibly dead Python function: process_call", "shortDescription": {"text": "Possibly dead Python function: process_call"}, "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-f6cf5506ae1a8315", "name": "Possibly dead Python function: analyze", "shortDescription": {"text": "Possibly dead Python function: analyze"}, "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-80dafb8df747507b", "name": "Insecure pattern 'direct_innerhtml_assignment' in pipeline/make_review.py:252", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in pipeline/make_review.py:252"}, "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-6893a6c8b0861585", "name": "Very low test-to-source ratio", "shortDescription": {"text": "Very low test-to-source ratio"}, "fullDescription": {"text": "0 test file(s) for 11 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 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: 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-0324e43272a3254d", "name": "Network/subprocess call without timeout or try/except \u2014 pipeline/common.py:100", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 pipeline/common.py:100"}, "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-be46ea126aa5d8dc", "name": "Near-duplicate function bodies in 3 places", "shortDescription": {"text": "Near-duplicate function bodies in 3 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\npipeline/stats.py:main, pipeline/stage5_build.py:main, pipeline/stage2_segments.py:main\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:\npipeline/stage3_align.py:emit, pipeline/stage3_align.py:emit\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/24284"}, "properties": {"repository": "Arash7662536/callcenter-asr-dataset", "repoUrl": "https://github.com/Arash7662536/callcenter-asr-dataset", "branch": "main"}, "results": [{"ruleId": "scanner-248504086c1d4117", "level": "note", "message": {"text": "Possibly dead Python function: gen_rows"}, "properties": {"repobilityId": "113eeaf4ca2a328b", "scanner": "scanner-primary", "fingerprint": "248504086c1d4117", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "pipeline/stage5_build.py:118"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-b51498f50b460af2", "level": "note", "message": {"text": "Possibly dead Python function: process_call"}, "properties": {"repobilityId": "a080c95c4a7214fc", "scanner": "scanner-primary", "fingerprint": "b51498f50b460af2", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "pipeline/stage2_segments.py:122"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-f6cf5506ae1a8315", "level": "note", "message": {"text": "Possibly dead Python function: analyze"}, "properties": {"repobilityId": "5b48f818dd8bf4d5", "scanner": "scanner-primary", "fingerprint": "f6cf5506ae1a8315", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "pipeline/stage1_manifest.py:97"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-80dafb8df747507b", "level": "warning", "message": {"text": "Insecure pattern 'direct_innerhtml_assignment' in pipeline/make_review.py:252"}, "properties": {"repobilityId": "b78519846362e742", "scanner": "scanner-primary", "fingerprint": "80dafb8df747507b", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "direct_innerhtml_assignment"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "pipeline/make_review.py"}, "region": {"startLine": 252}}}]}, {"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": "54980839373fbcaf", "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": "366136fd587b950c", "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": "3071c39322f23659", "scanner": "scanner-primary", "fingerprint": "b9088664ace7f748", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["production-readiness", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-0324e43272a3254d", "level": "warning", "message": {"text": "Network/subprocess call without timeout or try/except \u2014 pipeline/common.py:100"}, "properties": {"repobilityId": "5d84a5679b283aa3", "scanner": "scanner-primary", "fingerprint": "0324e43272a3254d", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"ruleId": "scanner-be46ea126aa5d8dc", "level": "note", "message": {"text": "Near-duplicate function bodies in 3 places"}, "properties": {"repobilityId": "80046279ac8d3df0", "scanner": "scanner-primary", "fingerprint": "be46ea126aa5d8dc", "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": "51b01337fc3bb858", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}]}]}