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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-72b2a6250083a784", "name": "Placeholder or mock-heavy implementation detected", "shortDescription": {"text": "Placeholder or mock-heavy implementation detected"}, "fullDescription": {"text": "Found 13 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. 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Confirm and delete, or rename if it's the active version."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "low", "confidence": 1.0}}, {"id": "scanner-77edd97b1549b03c", "name": "Commented-code block (5 lines) in automation/tests/test_rebalance.py:1781", "shortDescription": {"text": "Commented-code block (5 lines) in automation/tests/test_rebalance.py:1781"}, "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-25aa19097171a3e1", "name": "Commented-code block (6 lines) in automation/tests/test_nonce.py:389", "shortDescription": {"text": "Commented-code block (6 lines) in automation/tests/test_nonce.py:389"}, "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-3c131f592e06b984", "name": "Commented-code block (5 lines) in automation/tests/test_sizer.py:145", "shortDescription": {"text": "Commented-code block (5 lines) in automation/tests/test_sizer.py:145"}, "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-c1b8f9853713b873", "name": "Commented-code block (6 lines) in automation/tests/test_daemon.py:2682", "shortDescription": {"text": "Commented-code block (6 lines) in automation/tests/test_daemon.py:2682"}, "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-279ba8a0beaa351b", "name": "Legacy-named symbol `model_copy` in automation/tests/test_rebalance_sleeves.py:179", "shortDescription": {"text": "Legacy-named symbol `model_copy` in automation/tests/test_rebalance_sleeves.py:179"}, "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-d7cc3bbbaff2e764", "name": "Commented-code block (6 lines) in automation/allocation/remote_signal.py:128", "shortDescription": {"text": "Commented-code block (6 lines) in automation/allocation/remote_signal.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-2f503606ec27665c", "name": "Commented-code block (6 lines) in automation/execution/sizer.py:281", "shortDescription": {"text": "Commented-code block (6 lines) in automation/execution/sizer.py:281"}, "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-ba315aae7b88dff1", "name": "Commented-code block (8 lines) in automation/execution/executor.py:318", "shortDescription": {"text": "Commented-code block (8 lines) in automation/execution/executor.py:318"}, "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-d6796fae1dcfc5a1", "name": "Stub function `log_message` (body is just `pass`/`return`) \u2014 automation/runtime/health.py:72", "shortDescription": {"text": "Stub function `log_message` (body is just `pass`/`return`) \u2014 automation/runtime/health.py:72"}, "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-1836af5e64702443", "name": "Legacy-named symbol `model_copy` in automation/runtime/intent_ledger.py:151", "shortDescription": {"text": "Legacy-named symbol `model_copy` in automation/runtime/intent_ledger.py:151"}, "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-c784f6e0a5f436c4", "name": "Commented-code block (6 lines) in automation/runtime/intent_ledger.py:188", "shortDescription": {"text": "Commented-code block (6 lines) in automation/runtime/intent_ledger.py:188"}, "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-c3a8d5df715bd014", "name": "Commented-code block (6 lines) in automation/runtime/daemon.py:190", "shortDescription": {"text": "Commented-code block (6 lines) in automation/runtime/daemon.py:190"}, "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-4f9869eff1419393", "name": "Commented-code block (6 lines) in automation/runtime/rebalance.py:247", "shortDescription": {"text": "Commented-code block (6 lines) in automation/runtime/rebalance.py:247"}, "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-4587ecf16385d75d", "name": "Legacy-named symbol `model_copy` in automation/core/config.py:543", "shortDescription": {"text": "Legacy-named symbol `model_copy` in automation/core/config.py:543"}, "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-bc0ffb2fcc065e4a", "name": "Commented-code block (8 lines) in automation/core/config.py:524", "shortDescription": {"text": "Commented-code block (8 lines) in automation/core/config.py:524"}, "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-34a80f922e01349f", "name": "Commented-code block (5 lines) in automation/core/hl_client.py:195", "shortDescription": {"text": "Commented-code block (5 lines) in automation/core/hl_client.py:195"}, "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-3de96759ba9e3195", "name": "Commented-code block (6 lines) in automation/core/redaction.py:187", "shortDescription": {"text": "Commented-code block (6 lines) in automation/core/redaction.py:187"}, "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-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:\nautomation/reporting/alerts.py:emit, automation/reporting/alerts.py:emit, automation/reporting/alerts.py:emit, automation/reporting/alerts.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}}, {"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:\nautomation/scripts/position_health.py:main, automation/scripts/leverage_guard.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-33a6b62e30ce7ab4", "name": "Near-duplicate function bodies in 6 places", "shortDescription": {"text": "Near-duplicate function bodies in 6 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\nautomation/core/secrets.py:get, automation/core/secrets.py:get, automation/core/secrets.py:get, automation/core/secrets.py:get\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:\nautomation/core/secrets.py:load_agent_key, automation/core/secrets.py:load_agent_key, automation/core/secrets.py:load_agent_key\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/23143"}, "properties": {"repository": "yanromano/hl-allocator", "repoUrl": "https://github.com/yanromano/hl-allocator", "branch": "main"}, "results": [{"ruleId": "scanner-5f1f885e23fb0529", "level": "note", "message": {"text": "Possibly dead Python function: do_GET"}, "properties": {"repobilityId": "2d943bb45e4f13bd", "scanner": "scanner-primary", "fingerprint": "5f1f885e23fb0529", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "automation/runtime/health.py:61"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-22f64551ee0bde3e", "level": "note", "message": {"text": "Possibly dead Python function: log_message"}, "properties": {"repobilityId": "965f3150b4af5b2e", "scanner": "scanner-primary", "fingerprint": "22f64551ee0bde3e", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "automation/runtime/health.py:72"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-0cccc7787ebd08d4", "level": "note", "message": {"text": "Possibly dead Python function: fills_since"}, "properties": {"repobilityId": "475466ba1d358a6a", "scanner": "scanner-primary", "fingerprint": "0cccc7787ebd08d4", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "automation/core/hl_client.py:907"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-ed9e41a42c8b2e77", "level": "warning", "message": {"text": "Privileged port 15 in use"}, "properties": {"repobilityId": "3340f9a170f285cd", "scanner": "scanner-primary", "fingerprint": "ed9e41a42c8b2e77", "layer": "network", "severity": "medium", "confidence": 1.0, "tags": 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