{"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-36609f47987a2d07", "name": "Possibly dead Python function: filter", "shortDescription": {"text": "Possibly dead Python function: filter"}, "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-8a7ca1d87e83431e", "name": "Possibly dead Python function: cancel_session", "shortDescription": {"text": "Possibly dead Python function: cancel_session"}, "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-2acd041e9b47bed1", "name": "Possibly dead Python function: delete_by_source", "shortDescription": {"text": "Possibly dead Python function: delete_by_source"}, "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-381356c10271afd4", "name": "Insecure pattern 'subprocess_shell_true' in src/agent/tool_impls.py:1740", "shortDescription": {"text": "Insecure pattern 'subprocess_shell_true' in src/agent/tool_impls.py:1740"}, "fullDescription": {"text": "Found a known-risky pattern (subprocess_shell_true). 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-8c359ebd41784195", "name": "Very large file: src/feishu/client.py (1354 lines)", "shortDescription": {"text": "Very large file: src/feishu/client.py (1354 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-99076b60c3a6407b", "name": "Very large file: src/agent/tool_impls.py (2470 lines)", "shortDescription": {"text": "Very large file: src/agent/tool_impls.py (2470 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-3ab5d313dda8e5f9", "name": "Debug logging residue appears in source files", "shortDescription": {"text": "Debug logging residue appears in source files"}, "fullDescription": {"text": "Found 10 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-2d0c7b7ab8f8aacf", "name": "Critical user flow still appears backed by mock or placeholder data", "shortDescription": {"text": "Critical user flow still appears backed by mock or placeholder data"}, "fullDescription": {"text": "A payment/auth/admin/order/billing-style flow contains mock, fake, TODO, dummy, or placeholder markers in runtime source. In the Fable corpus this is a high-leverage completeness smell: the app can look finished while the money, identity, or tenant flow is still scaffolded."}, "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-fd18f2bc9e8e9a70", "name": "Commented-code block (5 lines) in scripts/test_vision.py:98", "shortDescription": {"text": "Commented-code block (5 lines) in scripts/test_vision.py:98"}, "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-375c2f8ca9a0ff46", "name": "Legacy-named symbol `skip_backup` in scripts/detach_big_messages.py:162", "shortDescription": {"text": "Legacy-named symbol `skip_backup` in scripts/detach_big_messages.py:162"}, "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-36075a212ecb9ca6", "name": "Commented-code block (5 lines) in src/config.py:31", "shortDescription": {"text": "Commented-code block (5 lines) in src/config.py:31"}, "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-02a5e0faf1e14f90", "name": "Commented-code block (6 lines) in src/main.py:128", "shortDescription": {"text": "Commented-code block (6 lines) in src/main.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-d1e46b465cf56a39", "name": "Legacy-named symbol `receive_v1` in src/feishu/client.py:4", "shortDescription": {"text": "Legacy-named symbol `receive_v1` in src/feishu/client.py:4"}, "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-2059e26aea96be48", "name": "Commented-code block (7 lines) in src/feishu/client.py:384", "shortDescription": {"text": "Commented-code block (7 lines) in src/feishu/client.py:384"}, "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-c5b437ad7c547413", "name": "Legacy-named symbol `read_backup` in src/agent/memory.py:95", "shortDescription": {"text": "Legacy-named symbol `read_backup` in src/agent/memory.py:95"}, "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-29ca7c4b53317f15", "name": "Legacy-named symbol `_sync_copy` in src/agent/tool_impls.py:2008", "shortDescription": {"text": "Legacy-named symbol `_sync_copy` in src/agent/tool_impls.py:2008"}, "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-d611b288dfe8317e", "name": "Commented-code block (5 lines) in src/agent/tool_impls.py:1370", "shortDescription": {"text": "Commented-code block (5 lines) in src/agent/tool_impls.py:1370"}, "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-5867393ac146e557", "name": "Network/subprocess call without timeout or try/except \u2014 src/agent/tool_impls.py:1680", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 src/agent/tool_impls.py:1680"}, "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-36648537dd0fa29b", "name": "Commented-code block (8 lines) in src/agent/session.py:160", "shortDescription": {"text": "Commented-code block (8 lines) in src/agent/session.py:160"}, "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:\nsrc/feishu/client.py:filter, src/feishu/client.py:filter\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-c54c6fb8e364daaa", "name": "Near-duplicate function bodies in 16 places", "shortDescription": {"text": "Near-duplicate function bodies in 16 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\nsrc/agent/tool_impls.py:handler, src/agent/tool_impls.py:handler, src/agent/tool_impls.py:handler, src/agent/tool_impls.py:handler\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/23244"}, "properties": {"repository": "yiyizhi/XiaoNZ-Agent", "repoUrl": "https://github.com/yiyizhi/XiaoNZ-Agent", "branch": "main"}, "results": [{"ruleId": "scanner-36609f47987a2d07", "level": "note", "message": {"text": "Possibly dead Python function: filter"}, "properties": {"repobilityId": "7da968b6f6ed2422", "scanner": "scanner-primary", "fingerprint": "36609f47987a2d07", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/feishu/client.py:346"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-8a7ca1d87e83431e", "level": "note", "message": {"text": "Possibly dead Python function: cancel_session"}, "properties": {"repobilityId": "b423da98a7125144", "scanner": "scanner-primary", "fingerprint": "8a7ca1d87e83431e", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/feishu/client.py:944"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-2acd041e9b47bed1", "level": "note", "message": {"text": "Possibly dead Python function: delete_by_source"}, "properties": {"repobilityId": "54cc2a9335c4dfe0", "scanner": "scanner-primary", "fingerprint": "2acd041e9b47bed1", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/agent/vector_memory.py:140"}, "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-381356c10271afd4", "level": "warning", "message": {"text": "Insecure pattern 'subprocess_shell_true' in src/agent/tool_impls.py:1740"}, "properties": {"repobilityId": "3506889ab850621a", "scanner": "scanner-primary", "fingerprint": "381356c10271afd4", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "subprocess_shell_true"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/agent/tool_impls.py"}, "region": {"startLine": 1740}}}]}, {"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-8c359ebd41784195", "level": "note", "message": {"text": "Very large file: src/feishu/client.py (1354 lines)"}, "properties": {"repobilityId": "57d1f58993340115", "scanner": "scanner-primary", "fingerprint": "8c359ebd41784195", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["complexity"]}}, {"ruleId": "scanner-99076b60c3a6407b", "level": "note", "message": {"text": "Very large file: src/agent/tool_impls.py (2470 lines)"}, "properties": {"repobilityId": "a119603aeef4c68e", "scanner": "scanner-primary", "fingerprint": "99076b60c3a6407b", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["complexity"]}}, {"ruleId": "scanner-3ab5d313dda8e5f9", "level": "note", "message": {"text": "Debug logging residue appears in source files"}, "properties": {"repobilityId": "2068b1b7d21717dd", "scanner": "scanner-primary", "fingerprint": "3ab5d313dda8e5f9", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["debug", "cleanup", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-2d0c7b7ab8f8aacf", "level": "warning", "message": {"text": "Critical user flow still appears backed by mock or placeholder data"}, "properties": {"repobilityId": "6959bec3291f771d", "scanner": "scanner-primary", "fingerprint": "2d0c7b7ab8f8aacf", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["placeholder", "mock-data", "critical-flow", "generated-repo-pattern"]}}, {"ruleId": "scanner-ea8f3013f588db25", "level": "note", "message": {"text": "Shallow git history limits provenance confidence"}, "properties": {"repobilityId": "7c6a7dc8b4337487", "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": "e4522b2497809f67", "scanner": "scanner-primary", "fingerprint": "8424db9c75e04ba4", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-fd18f2bc9e8e9a70", "level": "none", "message": {"text": "Commented-code block (5 lines) in scripts/test_vision.py:98"}, "properties": {"repobilityId": "fb203d349c317fee", "scanner": "scanner-primary", "fingerprint": "fd18f2bc9e8e9a70", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-375c2f8ca9a0ff46", "level": "note", "message": {"text": "Legacy-named symbol `skip_backup` in scripts/detach_big_messages.py:162"}, "properties": {"repobilityId": "630789b687ccc1c9", "scanner": "scanner-primary", "fingerprint": "375c2f8ca9a0ff46", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-36075a212ecb9ca6", "level": "none", "message": {"text": "Commented-code block (5 lines) in src/config.py:31"}, "properties": {"repobilityId": "d5af50a59c0dea7d", "scanner": "scanner-primary", "fingerprint": "36075a212ecb9ca6", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-02a5e0faf1e14f90", "level": "none", "message": {"text": "Commented-code block (6 lines) in src/main.py:128"}, "properties": {"repobilityId": "abd3ae1e2320e792", "scanner": "scanner-primary", "fingerprint": "02a5e0faf1e14f90", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-d1e46b465cf56a39", "level": "note", "message": {"text": "Legacy-named symbol `receive_v1` in src/feishu/client.py:4"}, "properties": {"repobilityId": "2e2c6fa2515e9d4d", "scanner": "scanner-primary", "fingerprint": "d1e46b465cf56a39", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-2059e26aea96be48", "level": "none", "message": {"text": "Commented-code block (7 lines) in src/feishu/client.py:384"}, "properties": {"repobilityId": "35f4f0e711d618a0", "scanner": "scanner-primary", "fingerprint": "2059e26aea96be48", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-c5b437ad7c547413", "level": "note", "message": {"text": "Legacy-named symbol `read_backup` in src/agent/memory.py:95"}, "properties": {"repobilityId": "bc18ab7cf97752b0", "scanner": "scanner-primary", "fingerprint": "c5b437ad7c547413", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-29ca7c4b53317f15", "level": "note", "message": {"text": "Legacy-named symbol `_sync_copy` in src/agent/tool_impls.py:2008"}, "properties": {"repobilityId": "adef7e916f81d25d", "scanner": "scanner-primary", "fingerprint": "29ca7c4b53317f15", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-d611b288dfe8317e", "level": "none", "message": {"text": "Commented-code block (5 lines) in src/agent/tool_impls.py:1370"}, "properties": {"repobilityId": "26966c30d6027a99", "scanner": "scanner-primary", "fingerprint": "d611b288dfe8317e", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-5867393ac146e557", "level": "warning", "message": {"text": "Network/subprocess call without timeout or try/except \u2014 src/agent/tool_impls.py:1680"}, "properties": {"repobilityId": "615c6d8701de1e23", "scanner": "scanner-primary", "fingerprint": "5867393ac146e557", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"ruleId": "scanner-36648537dd0fa29b", "level": "none", "message": {"text": "Commented-code block (8 lines) in src/agent/session.py:160"}, "properties": {"repobilityId": "21ec589b8aa15b63", "scanner": "scanner-primary", "fingerprint": "36648537dd0fa29b", "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": "fabc94ba385eb161", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}, {"ruleId": "scanner-c54c6fb8e364daaa", "level": "note", "message": {"text": "Near-duplicate function bodies in 16 places"}, "properties": {"repobilityId": "d4556b64354e8bf8", "scanner": "scanner-primary", "fingerprint": "c54c6fb8e364daaa", "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": "a5c68beda0621355", "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": "60286a84b784dcff", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}]}]}