{"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-e58d4e4cb8abb061", "name": "Possibly dead Python function: http_get", "shortDescription": {"text": "Possibly dead Python function: http_get"}, "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-b43bad55c5ebf19b", "name": "Possibly dead Python function: rate_limit_status", "shortDescription": {"text": "Possibly dead Python function: rate_limit_status"}, "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-bae8583770882d8f", "name": "Possibly dead Python function: repo_node", "shortDescription": {"text": "Possibly dead Python function: repo_node"}, "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-68bfb5a65c4963af", "name": "Possibly dead Python function: qa_node", "shortDescription": {"text": "Possibly dead Python function: qa_node"}, "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-cf1e530382c0708e", "name": "Possibly dead Python function: wrapped", "shortDescription": {"text": "Possibly dead Python function: wrapped"}, "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-e1c1f2a4b05dbff1", "name": "Possibly dead Python function: bughunter_node", "shortDescription": {"text": "Possibly dead Python function: bughunter_node"}, "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-d15f005e196e7294", "name": "Possibly dead Python function: rank", "shortDescription": {"text": "Possibly dead Python function: rank"}, "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-9f59c77490062ea2", "name": "Possibly dead Python function: graph_agent", "shortDescription": {"text": "Possibly dead Python function: graph_agent"}, "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-bac2a943487115da", "name": "Possibly dead Python function: graph_node", "shortDescription": {"text": "Possibly dead Python function: graph_node"}, "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-e00a785a19512483", "name": "Possibly dead Python function: metrics_node", "shortDescription": {"text": "Possibly dead Python function: metrics_node"}, "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-56a9a3508bfde428", "name": "Possibly dead Python function: approval_node", "shortDescription": {"text": "Possibly dead Python function: approval_node"}, "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-d8f9e2e5d1f1586b", "name": "Possibly dead Python function: analyst_node", "shortDescription": {"text": "Possibly dead Python function: analyst_node"}, "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-6cb133ab0a655b65", "name": "Possibly dead Python function: stop_eval_node", "shortDescription": {"text": "Possibly dead Python function: stop_eval_node"}, "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-e6e5bebc2d2f643e", "name": "Possibly dead Python function: refactor_node", "shortDescription": {"text": "Possibly dead Python function: refactor_node"}, "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-85984d909ff31e11", "name": "Possibly dead Python function: wrapped", "shortDescription": {"text": "Possibly dead Python function: wrapped"}, "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-27924aa79fa4a517", "name": "GitHub Action is tag-pinned rather than SHA-pinned", "shortDescription": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "fullDescription": {"text": "actions/checkout@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "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 34 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-72b2a6250083a784", "name": "Placeholder or mock-heavy implementation detected", "shortDescription": {"text": "Placeholder or mock-heavy implementation detected"}, "fullDescription": {"text": "Found 23 placeholder/mock markers across 10 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "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-b87461dcb47499cb", "name": "Legacy-named symbol `config_copy` in tests/conftest.py:21", "shortDescription": {"text": "Legacy-named symbol `config_copy` in tests/conftest.py:21"}, "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-316e0f4ab661691b", "name": "Legacy-named symbol `test_snapshot_appends_a_copy` in tests/test_loop_state.py:33", "shortDescription": {"text": "Legacy-named symbol `test_snapshot_appends_a_copy` in tests/test_loop_state.py:33"}, "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-72cd39169966ffe4", "name": "Network/subprocess call without timeout or try/except \u2014 scripts/gen_screenshots.py:35", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/gen_screenshots.py:35"}, "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-4a4aebfec687351e", "name": "Network/subprocess call without timeout or try/except \u2014 scripts/check_forbidden_tools.py:29", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/check_forbidden_tools.py:29"}, "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:\nsrc/archlens/vault/skill_schema.py:validate_skill_text, src/archlens/vault/skill_schema.py:validate_skill\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-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:\nsrc/archlens/gatekeeper/clock.py:now, src/archlens/gatekeeper/clock.py:now, src/archlens/gatekeeper/clock.py:now\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/19396"}, "properties": {"repository": "SharbelMaroun/AI-Agent-Orchestration-HW4", "repoUrl": "https://github.com/SharbelMaroun/AI-Agent-Orchestration-HW4", "branch": "main"}, "results": [{"ruleId": "scanner-e58d4e4cb8abb061", "level": "note", "message": {"text": "Possibly dead Python function: http_get"}, "properties": {"repobilityId": "2ccf00bca73f08d5", "scanner": "scanner-primary", "fingerprint": "e58d4e4cb8abb061", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/archlens/shared/interfaces.py:18"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-b43bad55c5ebf19b", "level": "note", "message": {"text": "Possibly dead Python function: rate_limit_status"}, "properties": {"repobilityId": "be76dd2c3bb1a2bb", "scanner": "scanner-primary", "fingerprint": "b43bad55c5ebf19b", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/archlens/shared/interfaces.py:22"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-bae8583770882d8f", "level": "note", "message": {"text": "Possibly dead Python function: repo_node"}, "properties": {"repobilityId": "703dec1375736ea1", "scanner": "scanner-primary", "fingerprint": "bae8583770882d8f", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/archlens/agents/repo_agent.py:44"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-68bfb5a65c4963af", "level": "note", "message": {"text": "Possibly dead Python function: qa_node"}, "properties": {"repobilityId": "67e02c21e54cf8e4", "scanner": "scanner-primary", "fingerprint": "68bfb5a65c4963af", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/archlens/agents/qa_agent.py:7"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-cf1e530382c0708e", "level": "note", "message": {"text": "Possibly dead Python function: wrapped"}, "properties": {"repobilityId": "faacdada21d43bd9", "scanner": "scanner-primary", "fingerprint": "cf1e530382c0708e", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/archlens/agents/retry.py:21"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-e1c1f2a4b05dbff1", "level": "note", "message": {"text": "Possibly dead Python function: bughunter_node"}, "properties": {"repobilityId": "acca6eb75c6442a9", "scanner": "scanner-primary", "fingerprint": "e1c1f2a4b05dbff1", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/archlens/agents/bughunter_agent.py:32"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-d15f005e196e7294", "level": "note", "message": {"text": "Possibly dead Python function: rank"}, "properties": {"repobilityId": "1a1f31887e459ef3", "scanner": "scanner-primary", "fingerprint": "d15f005e196e7294", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/archlens/agents/fix_policy.py:62"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-9f59c77490062ea2", "level": "note", "message": {"text": "Possibly dead Python function: graph_agent"}, "properties": {"repobilityId": "682bfa9357067029", "scanner": "scanner-primary", "fingerprint": "9f59c77490062ea2", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/archlens/agents/graph_agent.py:59"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-bac2a943487115da", "level": "note", "message": {"text": "Possibly dead Python function: graph_node"}, "properties": {"repobilityId": "22df6888a2c29eca", "scanner": "scanner-primary", "fingerprint": "bac2a943487115da", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/archlens/agents/graph_agent.py:75"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-e00a785a19512483", "level": "note", "message": {"text": "Possibly dead Python function: metrics_node"}, "properties": {"repobilityId": "944a2898541b3813", "scanner": "scanner-primary", "fingerprint": "e00a785a19512483", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/archlens/agents/metrics_agent.py:7"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-56a9a3508bfde428", "level": "note", "message": {"text": "Possibly dead Python function: approval_node"}, "properties": {"repobilityId": "3c2b407ac095311f", "scanner": "scanner-primary", "fingerprint": "56a9a3508bfde428", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/archlens/agents/approval.py:11"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-d8f9e2e5d1f1586b", "level": "note", "message": {"text": "Possibly dead Python function: analyst_node"}, "properties": {"repobilityId": "995c69127327bc11", "scanner": "scanner-primary", "fingerprint": "d8f9e2e5d1f1586b", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/archlens/agents/analyst_agent.py:22"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-6cb133ab0a655b65", "level": "note", "message": {"text": "Possibly dead Python function: stop_eval_node"}, "properties": {"repobilityId": "ddc517dc9c9dd82e", "scanner": "scanner-primary", "fingerprint": "6cb133ab0a655b65", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/archlens/agents/stop_eval.py:11"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-e6e5bebc2d2f643e", "level": "note", "message": {"text": "Possibly dead Python function: refactor_node"}, "properties": {"repobilityId": "3a204d230f345fec", "scanner": "scanner-primary", "fingerprint": "e6e5bebc2d2f643e", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/archlens/agents/refactor_agent.py:18"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-85984d909ff31e11", "level": "note", "message": {"text": "Possibly dead Python function: wrapped"}, "properties": {"repobilityId": "faacdada21d43bd9", "scanner": "scanner-primary", "fingerprint": "85984d909ff31e11", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/archlens/agents/trace.py:43"}, "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-27924aa79fa4a517", "level": "note", "message": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "properties": {"repobilityId": "ae16880318b99912", "scanner": "scanner-primary", "fingerprint": "27924aa79fa4a517", "layer": "cicd", "severity": "low", "confidence": 1.0, "tags": ["supply-chain", "github-actions", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/ci.yml"}, "region": {"startLine": 17}}}]}, {"ruleId": "scanner-27924aa79fa4a517", "level": "warning", "message": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "properties": {"repobilityId": "3beb6cb780c591da", "scanner": "scanner-primary", "fingerprint": "27924aa79fa4a517", "layer": "cicd", "severity": "medium", "confidence": 1.0, "tags": ["supply-chain", "github-actions", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/ci.yml"}, "region": {"startLine": 20}}}]}, {"ruleId": "scanner-27924aa79fa4a517", "level": "note", "message": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "properties": {"repobilityId": "ae16880318b99912", "scanner": "scanner-primary", "fingerprint": "27924aa79fa4a517", "layer": "cicd", "severity": "low", "confidence": 1.0, "tags": ["supply-chain", "github-actions", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/ci.yml"}, "region": {"startLine": 43}}}]}, {"ruleId": "scanner-27924aa79fa4a517", "level": "warning", "message": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "properties": {"repobilityId": "d8772e445ad1bf7d", "scanner": "scanner-primary", "fingerprint": "27924aa79fa4a517", "layer": "cicd", "severity": "medium", "confidence": 1.0, "tags": ["supply-chain", "github-actions", "pinned-dependencies"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".github/workflows/ci.yml"}, "region": {"startLine": 48}}}]}, {"ruleId": "scanner-3ab5d313dda8e5f9", "level": "note", "message": {"text": "Debug logging residue appears in source files"}, "properties": {"repobilityId": "f6446ab833244774", "scanner": "scanner-primary", "fingerprint": "3ab5d313dda8e5f9", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["debug", "cleanup", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-72b2a6250083a784", "level": "warning", "message": {"text": "Placeholder or mock-heavy implementation detected"}, "properties": {"repobilityId": "4967d08f9591cc33", "scanner": "scanner-primary", "fingerprint": "72b2a6250083a784", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["placeholder", "mock-data", "incomplete", "generated-repo-pattern"]}}, {"ruleId": "scanner-2d0c7b7ab8f8aacf", "level": "warning", "message": {"text": "Critical user flow still appears backed by mock or placeholder data"}, "properties": {"repobilityId": "d5ba53238af6000a", "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": "a0cbaabd8ce5efbe", "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": "0e44f285a2354d52", "scanner": "scanner-primary", "fingerprint": "8424db9c75e04ba4", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-b87461dcb47499cb", "level": "note", "message": {"text": "Legacy-named symbol `config_copy` in tests/conftest.py:21"}, "properties": {"repobilityId": "3d57c8e1170fec0c", "scanner": "scanner-primary", "fingerprint": "b87461dcb47499cb", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-316e0f4ab661691b", "level": "note", "message": 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