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Could be exported for external callers or a framework handler."}, "properties": {"scanner": "scanner-primary", "layer": "software", "severity": "low", "confidence": 1.0}}, {"id": "scanner-e9e5ffee4aa5087f", "name": "Possibly dead Python function: normalize_team", "shortDescription": {"text": "Possibly dead Python function: normalize_team"}, "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-5094d6c01a3b2b41", "name": "Privileged port 14 in use", "shortDescription": {"text": "Privileged port 14 in use"}, "fullDescription": {"text": "Port 14 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer."}, "properties": {"scanner": "scanner-primary", "layer": "network", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-8d54e28f0f207017", "name": "Privileged port 30 in use", "shortDescription": {"text": "Privileged port 30 in use"}, "fullDescription": {"text": "Port 30 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer."}, "properties": {"scanner": "scanner-primary", "layer": "network", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-00a28cbef0b3cd6e", "name": "Privileged port 60 in use", "shortDescription": {"text": "Privileged port 60 in use"}, "fullDescription": {"text": "Port 60 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer."}, "properties": {"scanner": "scanner-primary", "layer": "network", "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-80d8f975ef1f7626", "name": "Very large file: pipeline.py (1082 lines)", "shortDescription": {"text": "Very large file: pipeline.py (1082 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-6893a6c8b0861585", "name": "Very low test-to-source ratio", "shortDescription": {"text": "Very low test-to-source ratio"}, "fullDescription": {"text": "0 test file(s) for 6 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-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-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-749d4bc1bd66df5f", "name": "Agent instructions exist but release-hardening basics are missing", "shortDescription": {"text": "Agent instructions exist but release-hardening basics are missing"}, "fullDescription": {"text": "AI-coder instruction files were found, but the repo is missing license, ci, tests. Treat this as a contract gap: the agent is guided, but the generated output is not yet guarded by the controls that make it repeatable."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-15f3d2b69e141f52", "name": "Commented-code block (7 lines) in cli.py:127", "shortDescription": {"text": "Commented-code block (7 lines) in cli.py:127"}, "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-d240d224a3c9230e", "name": "Network/subprocess call without timeout or try/except \u2014 cli.py:485", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 cli.py:485"}, "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). 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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:\npipeline.py:provider, pipeline.py:provider\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/26849"}, "properties": {"repository": "jimdriscoll0525/biffbet", "repoUrl": "https://github.com/jimdriscoll0525/biffbet", "branch": "main"}, "results": [{"ruleId": "scanner-5beaa29cada4f1ad", "level": "note", "message": {"text": "Possibly dead Python function: provider"}, "properties": {"repobilityId": "c5c39c1f2d952111", "scanner": "scanner-primary", "fingerprint": "5beaa29cada4f1ad", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "pipeline.py:853"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-7687c725e124d941", "level": "note", "message": {"text": "Possibly dead Python function: save_value_bets"}, "properties": {"repobilityId": "e4b15fcda6774116", "scanner": "scanner-primary", "fingerprint": "7687c725e124d941", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "pipeline.py:1047"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-e9e5ffee4aa5087f", "level": "note", "message": {"text": "Possibly dead Python function: normalize_team"}, "properties": {"repobilityId": "8dc79d4ab78fdf23", "scanner": "scanner-primary", "fingerprint": "e9e5ffee4aa5087f", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "constants.py:73"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-5094d6c01a3b2b41", "level": "warning", "message": {"text": "Privileged port 14 in use"}, "properties": {"repobilityId": "2dbd4b719a1412ff", "scanner": "scanner-primary", "fingerprint": "5094d6c01a3b2b41", "layer": "network", "severity": "medium", "confidence": 1.0, "tags": ["security", "ports"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "config.yaml"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-8d54e28f0f207017", "level": "warning", "message": {"text": "Privileged port 30 in use"}, "properties": {"repobilityId": "54f172e7d16fc662", "scanner": "scanner-primary", "fingerprint": "8d54e28f0f207017", "layer": "network", "severity": "medium", "confidence": 1.0, "tags": ["security", "ports"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "config.yaml"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-00a28cbef0b3cd6e", "level": "warning", "message": {"text": "Privileged port 60 in use"}, "properties": {"repobilityId": "f4424efab727024f", "scanner": "scanner-primary", "fingerprint": "00a28cbef0b3cd6e", "layer": "network", "severity": "medium", "confidence": 1.0, "tags": ["security", "ports"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "config.yaml"}, "region": {"startLine": 1}}}]}, {"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-80d8f975ef1f7626", "level": "note", "message": {"text": "Very large file: pipeline.py (1082 lines)"}, "properties": {"repobilityId": "98ce96d26ca40d46", "scanner": "scanner-primary", "fingerprint": "80d8f975ef1f7626", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["complexity"]}}, {"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": "d1fd0b5788051f15", "scanner": "scanner-primary", "fingerprint": "141b30a41e03817b", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["license", "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": "85eca54e3e5f5b62", "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": "warning", "message": {"text": "Composite production-readiness gap"}, "properties": {"repobilityId": "688106d071fcdd18", "scanner": "scanner-primary", "fingerprint": "b9088664ace7f748", "layer": "quality", "severity": "medium", "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": "3458e81cd5972c13", "scanner": "scanner-primary", "fingerprint": "749d4bc1bd66df5f", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["agent-instructions", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-15f3d2b69e141f52", "level": "none", "message": {"text": "Commented-code block (7 lines) in cli.py:127"}, "properties": {"repobilityId": "90878af23bd70b0f", "scanner": "scanner-primary", "fingerprint": "15f3d2b69e141f52", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-d240d224a3c9230e", "level": "warning", "message": {"text": "Network/subprocess call without timeout or try/except \u2014 cli.py:485"}, "properties": {"repobilityId": "1bc728ee234fd74c", "scanner": "scanner-primary", "fingerprint": "d240d224a3c9230e", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["integrity", "fragile-runtime", "robustness"]}}, {"ruleId": "scanner-18fd384d7898e026", "level": "none", "message": {"text": "Commented-code block (5 lines) in pipeline.py:78"}, "properties": {"repobilityId": "d05063f93b709668", "scanner": "scanner-primary", "fingerprint": "18fd384d7898e026", "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": "7465a0817da39682", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}]}]}