{"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-1f2c82b12cd5f654", "name": "Possibly dead Python function: quadrature_sum", "shortDescription": {"text": "Possibly dead Python function: quadrature_sum"}, "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-df49c423afda4ad3", "name": "Possibly dead Python function: process_event", "shortDescription": {"text": "Possibly dead Python function: process_event"}, "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-4275b519dfa4823f", "name": "Possibly dead Python function: correct", "shortDescription": {"text": "Possibly dead Python function: correct"}, "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-9cf255c77d7bdcf4", "name": "Possibly dead Python function: frame_rename", "shortDescription": {"text": "Possibly dead Python function: frame_rename"}, "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-696608b1060b6654", "name": "Possibly dead Python function: op_rename", "shortDescription": {"text": "Possibly dead Python function: op_rename"}, "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-a361391fce26684a", "name": "Possibly dead Python function: keyf", "shortDescription": {"text": "Possibly dead Python function: keyf"}, "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-b8617b0009fbde6f", "name": "Possibly dead Python function: click_image", "shortDescription": {"text": "Possibly dead Python function: click_image"}, "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-44c9be8641eaad27", "name": "Possibly dead Python function: submit_channel", "shortDescription": {"text": "Possibly dead Python function: submit_channel"}, "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-994144ea511c9039", "name": "Possibly dead Python function: submit_channel_range", "shortDescription": {"text": "Possibly dead Python function: submit_channel_range"}, "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-6a1eacdbbcdaf070", "name": "Possibly dead Python function: submit_tdc_range", "shortDescription": {"text": "Possibly dead Python function: submit_tdc_range"}, "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-00098b54b5eb9389", "name": "Possibly dead Python function: reset_channel_range", "shortDescription": {"text": "Possibly dead Python function: reset_channel_range"}, "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-5c4a9c13d3c3f616", "name": "Possibly dead Python function: reset_tdc_range", "shortDescription": {"text": "Possibly dead Python function: reset_tdc_range"}, "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-4f6dd88abb9d2972", "name": "Possibly dead Python function: submit_channel", "shortDescription": {"text": "Possibly dead Python function: submit_channel"}, "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-d0755c9ac27f87a7", "name": "Possibly dead Python function: submit_ch_range", "shortDescription": {"text": "Possibly dead Python function: submit_ch_range"}, "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-ea7b6ccc38e65e7b", "name": "Possibly dead Python function: submit_tick_range", "shortDescription": {"text": "Possibly dead Python function: submit_tick_range"}, "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-758c9f0bc13b1d1d", "name": "Possibly dead Python function: reset_ch", "shortDescription": {"text": "Possibly dead Python function: reset_ch"}, "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-92a823eeae59ebdf", "name": "Possibly dead Python function: reset_tick", "shortDescription": {"text": "Possibly dead Python function: reset_tick"}, "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-b8da73564df013e3", "name": "Possibly dead Python function: handler", "shortDescription": {"text": "Possibly dead Python function: handler"}, "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-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-7aea7691e72726b4", "name": "Very large file: sbnd/sbnd_xin/ql_scan/ql_scan_viewer.py (1247 lines)", "shortDescription": {"text": "Very large file: sbnd/sbnd_xin/ql_scan/ql_scan_viewer.py (1247 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": "3 test file(s) for 116 source file(s) (ratio 0.03). 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-3ab5d313dda8e5f9", "name": "Debug logging residue appears in source files", "shortDescription": {"text": "Debug logging residue appears in source files"}, "fullDescription": {"text": "Found 806 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 22 placeholder/mock markers across 8 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-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-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-83543f7f1b2a1a63", "name": "Agent authority lacks a verifier contract: sbnd/CLAUDE.md", "shortDescription": {"text": "Agent authority lacks a verifier contract: sbnd/CLAUDE.md"}, "fullDescription": {"text": "This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-4a2bc14effefb0df", "name": "Commented-code block (7 lines) in cpu-plot.py:67", "shortDescription": {"text": "Commented-code block (7 lines) in cpu-plot.py:67"}, "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-4897ae070bc5627f", "name": "Commented-code block (8 lines) in dump_live_blobs.py:62", "shortDescription": {"text": "Commented-code block (8 lines) in dump_live_blobs.py:62"}, "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-f006b555e9ce86dd", "name": "Commented-code block (5 lines) in sbnd/plot_detsim.py:31", "shortDescription": {"text": "Commented-code block (5 lines) in sbnd/plot_detsim.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-6233a34471009ed9", "name": "Commented-code block (5 lines) in sbnd/sbnd_xin/wct-img-2-bee.py:13", "shortDescription": {"text": "Commented-code block (5 lines) in sbnd/sbnd_xin/wct-img-2-bee.py:13"}, "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-f688318ac3c50184", "name": "Commented-code block (5 lines) in sbnd/sbnd_xin/ql_scan/ql_scan_viewer.py:282", "shortDescription": {"text": "Commented-code block (5 lines) in sbnd/sbnd_xin/ql_scan/ql_scan_viewer.py:282"}, "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-6f564af617a9a8c6", "name": "Legacy-named symbol `c2t_old` in pdhd/pics/pd/make_perchannel_plots.py:168", "shortDescription": {"text": "Legacy-named symbol `c2t_old` in pdhd/pics/pd/make_perchannel_plots.py:168"}, "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-8f2256868addfbe8", "name": "Commented-code block (5 lines) in pdhd/img_plot/img_viewer.py:437", "shortDescription": {"text": "Commented-code block (5 lines) in pdhd/img_plot/img_viewer.py:437"}, "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-561bbb6a671cb4c3", "name": "Commented-code block (5 lines) in pdhd/nf_plot/track_response_l1sp_kernels.py:40", "shortDescription": {"text": "Commented-code block (5 lines) in pdhd/nf_plot/track_response_l1sp_kernels.py:40"}, "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-8c8a12c663e12ad0", "name": "Commented-code block (5 lines) in pdhd/nf_plot/plot_l1sp_smearing_kernel.py:147", "shortDescription": {"text": "Commented-code block (5 lines) in pdhd/nf_plot/plot_l1sp_smearing_kernel.py:147"}, "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-91e8c2345411955d", "name": "Commented-code block (5 lines) in pdvd/img_plot/img_viewer.py:437", "shortDescription": {"text": "Commented-code block (5 lines) in pdvd/img_plot/img_viewer.py:437"}, "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-34573aa5e8277725", "name": "Commented-code block (5 lines) in pdvd/sp_plot/wiener_filter_construct.py:99", "shortDescription": {"text": "Commented-code block (5 lines) in pdvd/sp_plot/wiener_filter_construct.py:99"}, "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-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:\nwct-img-2-bee.py:main, sbnd/wct-img-2-bee.py:main, pdvd/wct-img-2-bee-only.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-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:\ndump_dead_bb_cluster.py:sig, dump_live_bb_cluster.py:sig\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/22783"}, "properties": {"repository": "WireCell/wcp-porting-validation", "repoUrl": "https://github.com/WireCell/wcp-porting-validation", "branch": "main"}, "results": [{"ruleId": "scanner-1f2c82b12cd5f654", "level": "note", "message": {"text": "Possibly dead Python function: quadrature_sum"}, "properties": {"repobilityId": "4448a6e1156297b0", "scanner": "scanner-primary", "fingerprint": "1f2c82b12cd5f654", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "dump_live_blobs.py:4"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-df49c423afda4ad3", "level": "note", "message": {"text": "Possibly dead Python function: process_event"}, "properties": {"repobilityId": "3482fd867b459055", "scanner": "scanner-primary", "fingerprint": "df49c423afda4ad3", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "sbnd/sbnd_xin/cathode_distortion.py:101"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-4275b519dfa4823f", "level": "note", "message": {"text": "Possibly dead Python function: correct"}, "properties": {"repobilityId": "3eced7ec42f74ead", "scanner": "scanner-primary", "fingerprint": "4275b519dfa4823f", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "sbnd/sbnd_xin/pmt_nonlinearity_curve.py:199"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-9cf255c77d7bdcf4", "level": "note", "message": {"text": "Possibly dead Python function: frame_rename"}, "properties": {"repobilityId": "bb7ed289a124dbee", "scanner": "scanner-primary", "fingerprint": "9cf255c77d7bdcf4", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "sbnd/sbnd_xin/build_mcbase_stage.py:54"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-696608b1060b6654", "level": "note", "message": {"text": "Possibly dead Python function: op_rename"}, "properties": {"repobilityId": "109fc6e47790d2ee", "scanner": "scanner-primary", "fingerprint": "696608b1060b6654", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "sbnd/sbnd_xin/build_mcbase_stage.py:62"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-a361391fce26684a", "level": "note", "message": {"text": "Possibly dead Python function: keyf"}, "properties": {"repobilityId": "a8d7f968aa8d3098", "scanner": "scanner-primary", "fingerprint": "a361391fce26684a", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "sbnd/sbnd_xin/ql_scan/ql_scan_viewer.py:73"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-b8617b0009fbde6f", "level": "note", "message": {"text": "Possibly dead Python function: click_image"}, "properties": {"repobilityId": "4b2ebaadc86f6458", "scanner": "scanner-primary", "fingerprint": "b8617b0009fbde6f", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "sbnd/standalone-sample/plot_simchannels.py:402"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-44c9be8641eaad27", "level": "note", "message": {"text": "Possibly dead Python function: submit_channel"}, "properties": {"repobilityId": "8c592b548271fa84", "scanner": "scanner-primary", "fingerprint": "44c9be8641eaad27", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "sbnd/standalone-sample/plot_simchannels.py:412"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-994144ea511c9039", "level": "note", "message": {"text": "Possibly dead Python function: submit_channel_range"}, "properties": {"repobilityId": "fb19908a18a9fbc5", "scanner": "scanner-primary", "fingerprint": "994144ea511c9039", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "sbnd/standalone-sample/plot_simchannels.py:421"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-6a1eacdbbcdaf070", "level": "note", "message": {"text": "Possibly dead Python function: submit_tdc_range"}, "properties": {"repobilityId": "29423e7308a747ba", "scanner": "scanner-primary", "fingerprint": "6a1eacdbbcdaf070", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": 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"scanner-ea7b6ccc38e65e7b", "level": "note", "message": {"text": "Possibly dead Python function: submit_tick_range"}, "properties": {"repobilityId": "56698a57229ae72d", "scanner": "scanner-primary", "fingerprint": "ea7b6ccc38e65e7b", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "sbnd/standalone-sample/plot_magnify.py:610"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-758c9f0bc13b1d1d", "level": "note", "message": {"text": "Possibly dead Python function: reset_ch"}, "properties": {"repobilityId": "a08cce768f4ef229", "scanner": "scanner-primary", "fingerprint": "758c9f0bc13b1d1d", "layer": "software", "severity": "low", "confidence": 1.0, "tags": ["dead-code"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "sbnd/standalone-sample/plot_magnify.py:620"}, "region": {"startLine": 1}}}]}, {"ruleId": "scanner-92a823eeae59ebdf", "level": "note", "message": {"text": 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{"ruleId": "scanner-b9088664ace7f748", "level": "warning", "message": {"text": "Composite production-readiness gap"}, "properties": {"repobilityId": "385a85311e5447ef", "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": "b44c09e428820fcd", "scanner": "scanner-primary", "fingerprint": "749d4bc1bd66df5f", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["agent-instructions", "repo-hardening", "generated-repo-pattern"]}}, {"ruleId": "scanner-ea8f3013f588db25", "level": "note", "message": {"text": "Shallow git history limits provenance confidence"}, "properties": {"repobilityId": "4391d9e21c812116", "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": "a02e4a33cd9de89e", "scanner": "scanner-primary", "fingerprint": "8424db9c75e04ba4", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["provenance", "git-history", "generated-repo-pattern"]}}, {"ruleId": "scanner-83543f7f1b2a1a63", "level": "warning", "message": {"text": "Agent authority lacks a verifier contract: sbnd/CLAUDE.md"}, "properties": {"repobilityId": "7e05d02035190a57", "scanner": "scanner-primary", "fingerprint": "83543f7f1b2a1a63", "layer": "quality", "severity": "medium", "confidence": 1.0, "tags": ["agent-instructions", "verification", "claude_instruction"]}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "sbnd/CLAUDE.md"}, "region": 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`c2t_old` in pdhd/pics/pd/make_perchannel_plots.py:168"}, "properties": {"repobilityId": "62d4b2fb12a248de", "scanner": "scanner-primary", "fingerprint": "6f564af617a9a8c6", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "legacy-marker", "dead-code"]}}, {"ruleId": "scanner-8f2256868addfbe8", "level": "none", "message": {"text": "Commented-code block (5 lines) in pdhd/img_plot/img_viewer.py:437"}, "properties": {"repobilityId": "804862012255b828", "scanner": "scanner-primary", "fingerprint": "8f2256868addfbe8", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-561bbb6a671cb4c3", "level": "none", "message": {"text": "Commented-code block (5 lines) in pdhd/nf_plot/track_response_l1sp_kernels.py:40"}, "properties": {"repobilityId": "1d2fb6e3fe2e7a81", "scanner": "scanner-primary", "fingerprint": "561bbb6a671cb4c3", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-8c8a12c663e12ad0", "level": "none", "message": {"text": "Commented-code block (5 lines) in pdhd/nf_plot/plot_l1sp_smearing_kernel.py:147"}, "properties": {"repobilityId": "719b519d4411a7cb", "scanner": "scanner-primary", "fingerprint": "8c8a12c663e12ad0", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-91e8c2345411955d", "level": "none", "message": {"text": "Commented-code block (5 lines) in pdvd/img_plot/img_viewer.py:437"}, "properties": {"repobilityId": "5623589e55f2f04b", "scanner": "scanner-primary", "fingerprint": "91e8c2345411955d", "layer": "quality", "severity": "info", "confidence": 1.0, "tags": ["integrity", "commented-code", "dead-code"]}}, {"ruleId": "scanner-34573aa5e8277725", "level": "none", "message": {"text": "Commented-code block (5 lines) in pdvd/sp_plot/wiener_filter_construct.py:99"}, "properties": 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{"text": "Near-duplicate function bodies in 3 places"}, "properties": {"repobilityId": "14bfa47886491396", "scanner": "scanner-primary", "fingerprint": "be46ea126aa5d8dc", "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": "7568c1915c7203f4", "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": "e14a35d12089c8d9", "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": "240bd05c97aab9ea", "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": "a301c60678db1cf8", "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": "28f57d3c2750bffb", "scanner": "scanner-primary", "fingerprint": "2c04133e54348533", "layer": "quality", "severity": "low", "confidence": 1.0, "tags": ["integrity", "duplicate", "dry"]}}, {"ruleId": 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