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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-57086a985acfa922", "name": "Very large file: invest.py (2118 lines)", "shortDescription": {"text": "Very large file: invest.py (2118 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-4695eebf8faa5692", "name": "Very large file: ui.py (1054 lines)", "shortDescription": {"text": "Very large file: ui.py (1054 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-e08dd4d84d14435c", "name": "Very large file: backtest_ext.py (1948 lines)", "shortDescription": {"text": "Very large file: backtest_ext.py (1948 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-ea3b5e389d8c9c0f", "name": "Low test-to-source ratio", "shortDescription": {"text": "Low test-to-source ratio"}, "fullDescription": {"text": "2 tests / 15 src (ratio 0.13)."}, "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 549 console/debugger/print-style debug statements in non-test source. 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Keeps the canvas + dead-code detection honest."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "info", "confidence": 1.0}}, {"id": "scanner-294668aac2e0e972", "name": "Commented-code block (6 lines) in dashboard.py:319", "shortDescription": {"text": "Commented-code block (6 lines) in dashboard.py:319"}, "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-81adca5c29f19319", "name": "Stub function `log_message` (body is just `pass`/`return`) \u2014 dashboard.py:884", "shortDescription": {"text": "Stub function `log_message` (body is just `pass`/`return`) \u2014 dashboard.py:884"}, "fullDescription": {"text": "Likely an AI scaffold that was never filled in. Remove or implement."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-8a5617dbe76f8fdb", "name": "Legacy-named symbol `days_old` in ui.py:143", "shortDescription": {"text": "Legacy-named symbol `days_old` in ui.py:143"}, "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-bf794c74c0085e62", "name": "Commented-code block (6 lines) in ui.py:225", "shortDescription": {"text": "Commented-code block (6 lines) in ui.py:225"}, "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-1d4a600cb75e6a08", "name": "Commented-code block (9 lines) in backtest_ext.py:1476", "shortDescription": {"text": "Commented-code block (9 lines) in backtest_ext.py:1476"}, "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-835fc5c099754ff3", "name": "Commented-code block (6 lines) in poller.py:46", "shortDescription": {"text": "Commented-code block (6 lines) in poller.py:46"}, "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:\nprofile_memory.py:load_index, eval_memory.py:load_index\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/28420"}, "properties": {"repository": "ong6/sg-property-analysis", "repoUrl": "https://github.com/ong6/sg-property-analysis", "branch": "main"}, "results": [{"ruleId": "scanner-fa8f4a751882498b", "level": "note", "message": {"text": "Possibly dead Python function: match_stack"}, "properties": {"repobilityId": "fd66401bb45858bd", "scanner": "scanner-primary", "fingerprint": "fa8f4a751882498b", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "profile_memory.py:340"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-1c0b0f2fbb085fb0", "level": "note", "message": {"text": "Possibly dead Python function: do_GET"}, "properties": {"repobilityId": "2d943bb45e4f13bd", "scanner": "scanner-primary", "fingerprint": "1c0b0f2fbb085fb0", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "dashboard.py:848"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-dff183dead3e198d", "level": "note", "message": {"text": "Possibly dead Python function: do_POST"}, "properties": {"repobilityId": "53357410ca9379a9", "scanner": "scanner-primary", "fingerprint": "dff183dead3e198d", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "dashboard.py:868"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-f8ba2ef9f8ad7141", "level": "note", "message": {"text": "Possibly dead Python function: log_message"}, "properties": {"repobilityId": "965f3150b4af5b2e", "scanner": "scanner-primary", "fingerprint": "f8ba2ef9f8ad7141", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "dashboard.py:884"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-7a4566757a85daf9", "level": "note", "message": {"text": "Possibly dead Python function: do_GET"}, "properties": {"repobilityId": "2d943bb45e4f13bd", "scanner": "scanner-primary", "fingerprint": "7a4566757a85daf9", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "ui.py:973"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-e3701faa426cd8af", "level": "note", "message": {"text": "Possibly dead Python function: do_POST"}, "properties": {"repobilityId": "53357410ca9379a9", "scanner": "scanner-primary", "fingerprint": "e3701faa426cd8af", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "ui.py:986"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-7124d051ae6e793a", "level": "note", "message": {"text": "Possibly dead Python function: log_message"}, "properties": {"repobilityId": "965f3150b4af5b2e", "scanner": "scanner-primary", "fingerprint": "7124d051ae6e793a", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "ui.py:1004"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-caf015dd22cf7bbb", "level": "warning", "message": {"text": "Insecure pattern 'direct_outerhtml_assignment' in dashboard.py:721"}, "properties": {"repobilityId": "13cfcf0a1a9cfca0", "scanner": "scanner-primary", "fingerprint": "caf015dd22cf7bbb", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "direct_outerhtml_assignment"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "dashboard.py"}, "region": {"startLine": 721}}}]}, {"ruleId": "scanner-30d9e2eb8bc44e17", "level": "warning", "message": {"text": "Insecure pattern 'direct_innerhtml_assignment' in ui.py:755"}, "properties": {"repobilityId": "e386c5ebc90127cb", "scanner": "scanner-primary", "fingerprint": "30d9e2eb8bc44e17", "layer": "security", "severity": "medium", "confidence": 1.0, "tags": ["owasp", "direct_innerhtml_assignment"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "ui.py"}, "region": {"startLine": 755}}}]}, {"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-57086a985acfa922", "level": "note", "message": {"text": "Very large file: invest.py (2118 lines)"}, "properties": {"repobilityId": "05cb4ee28bfb8313", "scanner": "scanner-primary", "fingerprint": "57086a985acfa922", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["complexity"]}}, {"ruleId": "scanner-4695eebf8faa5692", "level": "note", "message": {"text": "Very large file: ui.py (1054 lines)"}, "properties": {"repobilityId": "39d5d70d210319d9", "scanner": "scanner-primary", "fingerprint": "4695eebf8faa5692", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["complexity"]}}, {"ruleId": "scanner-e08dd4d84d14435c", "level": "note", "message": {"text": "Very large file: backtest_ext.py (1948 lines)"}, "properties": {"repobilityId": "74965d9d13b538d0", "scanner": "scanner-primary", "fingerprint": "e08dd4d84d14435c", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["complexity"]}}, {"ruleId": "scanner-ea3b5e389d8c9c0f", "level": "note", "message": {"text": "Low test-to-source ratio"}, "properties": {"repobilityId": "ef7b2552cc00a375", "scanner": "scanner-primary", "fingerprint": "ea3b5e389d8c9c0f", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["tests"]}}, {"ruleId": "scanner-3ab5d313dda8e5f9", "level": "note", "message": {"text": "Debug logging residue appears in source files"}, "properties": {"repobilityId": "14488b389dbd9b31", "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": "4e777d82189c7a27", "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": "d82fed8c03dff5e6", "scanner": "scanner-primary", "fingerprint": "2d0c7b7ab8f8aacf", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["placeholder", "mock-data", "critical-flow", "generated-repo-pattern"]}}, {"ruleId": "scanner-b9088664ace7f748", "level": "note", "message": {"text": "Composite production-readiness gap"}, "properties": {"repobilityId": "7ff4fd78a3679ded", "scanner": "scanner-primary", "fingerprint": "b9088664ace7f748", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["production-readiness", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-749d4bc1bd66df5f", "level": "warning", "message": {"text": "Agent instructions exist but release-hardening basics are missing"}, "properties": {"repobilityId": "fcd92d420005635a", "scanner": "scanner-primary", "fingerprint": "749d4bc1bd66df5f", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["agent-instructions", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-cc55229a7a3c078d", "level": 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