{"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-12d2401104c98526", "name": "Possibly dead Python function: summarise", "shortDescription": {"text": "Possibly dead Python function: summarise"}, "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-f81ddbdabb95f4b8", "name": "Possibly dead Python function: task", "shortDescription": {"text": "Possibly dead Python function: task"}, "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-ca37c5d3d86170bd", "name": "Stray `console.log` in TS/JS \u2014 workers/checkin-poller/worker.js:27", "shortDescription": {"text": "Stray `console.log` in TS/JS \u2014 workers/checkin-poller/worker.js:27"}, "fullDescription": {"text": "Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable.\n\nWhy: Hygiene \u2014 easy to leak debug output.\nRule id: fq.console-leak"}, "properties": {"scanner": "scanner-primary", "layer": "frontend", "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-7aa7b6017b2cc4f1", "name": "Insecure pattern 'direct_innerhtml_assignment' in year-2021.html:293", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in year-2021.html:293"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-7401f5a6310187ef", "name": "Insecure pattern 'direct_innerhtml_assignment' in year-2017.html:287", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in year-2017.html:287"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-00cc2f14657d2ae1", "name": "Insecure pattern 'direct_innerhtml_assignment' in flights.html:323", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in flights.html:323"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-4ba3d6b717263094", "name": "Insecure pattern 'direct_innerhtml_assignment' in year-2016.html:287", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in year-2016.html:287"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-fc4e8b88b5e7f2c6", "name": "Insecure pattern 'direct_innerhtml_assignment' in guide.html:349", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in guide.html:349"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-d42d70cec80b571c", "name": "Insecure pattern 'direct_innerhtml_assignment' in year-2023.html:287", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in year-2023.html:287"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-2dbc23f27ac72a0b", "name": "Insecure pattern 'direct_innerhtml_assignment' in year-2019.html:289", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in year-2019.html:289"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-a0acc282941172e7", "name": "Insecure pattern 'direct_innerhtml_assignment' in year-2020.html:303", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in year-2020.html:303"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-dd27afd12c777f10", "name": "Insecure pattern 'direct_innerhtml_assignment' in year-2012.html:287", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in year-2012.html:287"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-c1c8d40d7948c96b", "name": "Insecure pattern 'direct_innerhtml_assignment' in year-2018.html:289", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in year-2018.html:289"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-52d8df1ebf7dabc6", "name": "Insecure pattern 'direct_innerhtml_assignment' in year-2024.html:287", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in year-2024.html:287"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-472816b2df73b060", "name": "Insecure pattern 'direct_innerhtml_assignment' in year-2013.html:287", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in year-2013.html:287"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-d38f7772c09c0ee8", "name": "Insecure pattern 'direct_innerhtml_assignment' in world_cities.html:198", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in world_cities.html:198"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-5260530649ec118c", "name": "Insecure pattern 'direct_innerhtml_assignment' in search.html:123", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in search.html:123"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-ff4b43274f3951b6", "name": "Insecure pattern 'direct_innerhtml_assignment' in year-2025.html:290", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in year-2025.html:290"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-3e41f6bd97fc3c60", "name": "Insecure pattern 'direct_innerhtml_assignment' in year-2015.html:287", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in year-2015.html:287"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-c3c653d402965649", "name": "Insecure pattern 'direct_innerhtml_assignment' in year-2026.html:287", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in year-2026.html:287"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-731cedc4bba07af8", "name": "Insecure pattern 'direct_innerhtml_assignment' in year-2014.html:287", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in year-2014.html:287"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-c8b3c91cdf40c74e", "name": "Insecure pattern 'direct_innerhtml_assignment' in feed.html:654", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in feed.html:654"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-1e929226675d0e9e", "name": "Insecure pattern 'direct_innerhtml_assignment' in year-2022.html:293", "shortDescription": {"text": "Insecure pattern 'direct_innerhtml_assignment' in year-2022.html:293"}, "fullDescription": {"text": "Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-a307c599234ed50d", "name": "GitHub Actions workflow grants broad write permissions", "shortDescription": {"text": "GitHub Actions workflow grants broad write permissions"}, "fullDescription": {"text": "CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-1673c37eddb3554d", "name": "GitHub Actions workflow grants broad write permissions", "shortDescription": {"text": "GitHub Actions workflow grants broad write permissions"}, "fullDescription": {"text": "CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-6e097d582622ceef", "name": "GitHub Action is tag-pinned rather than SHA-pinned", "shortDescription": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "fullDescription": {"text": "actions/upload-artifact@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-d20f531cfa28b8c0", "name": "GitHub Actions workflow grants broad write permissions", "shortDescription": {"text": "GitHub Actions workflow grants broad write permissions"}, "fullDescription": {"text": "CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-b93a24390a081925", "name": "GitHub Actions workflow grants broad write permissions", "shortDescription": {"text": "GitHub Actions workflow grants broad write permissions"}, "fullDescription": {"text": "CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-38bb97e3a0654450", "name": "GitHub Actions workflow grants broad write permissions", "shortDescription": {"text": "GitHub Actions workflow grants broad write permissions"}, "fullDescription": {"text": "CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-1838a141491ce38c", "name": "GitHub Actions workflow grants broad write permissions", "shortDescription": {"text": "GitHub Actions workflow grants broad write permissions"}, "fullDescription": {"text": "CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-79db409fe314bca9", "name": "GitHub Actions workflow grants broad write permissions", "shortDescription": {"text": "GitHub Actions workflow grants broad write permissions"}, "fullDescription": {"text": "CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-6f3486c0962ea855", "name": "GitHub Actions workflow grants broad write permissions", "shortDescription": {"text": "GitHub Actions workflow grants broad write permissions"}, "fullDescription": {"text": "CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions."}, "properties": {"scanner": "scanner-primary", "layer": "cicd", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-c1ac04821e16f939", "name": "GitHub Action is tag-pinned rather than SHA-pinned", "shortDescription": {"text": "GitHub Action is tag-pinned rather than SHA-pinned"}, "fullDescription": {"text": "actions/setup-node@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-c1d668aecccf6515", "name": "Very large file: scripts/metrics.py (2393 lines)", "shortDescription": {"text": "Very large file: scripts/metrics.py (2393 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-5c0c124ef0a6b078", "name": "Very large file: scripts/gen_year_pages.py (1551 lines)", "shortDescription": {"text": "Very large file: scripts/gen_year_pages.py (1551 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": "1 test file(s) for 51 source file(s) (ratio 0.02). Consider adding integration or unit tests for critical paths."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "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 190 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-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-17d866d91a7c451e", "name": "Agent instruction/config may expose a secret: CLAUDE.md", "shortDescription": {"text": "Agent instruction/config may expose a secret: CLAUDE.md"}, "fullDescription": {"text": "Agent-facing files are routinely pasted into LLM/tool contexts. Move literal tokens, keys, and passwords into a secret manager or document them as placeholders only."}, "properties": {"scanner": "scanner-primary", "layer": "security", "severity": "high", "confidence": 1.0}}, {"id": "scanner-7e9c56c144bb49c5", "name": "`fetch()` without try/.catch or AbortSignal \u2014 functions/api/venue-tips.js:27", "shortDescription": {"text": "`fetch()` without try/.catch or AbortSignal \u2014 functions/api/venue-tips.js:27"}, "fullDescription": {"text": "Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-477ea6faa52deb5c", "name": "`fetch()` without try/.catch or AbortSignal \u2014 functions/api/search-venues.js:50", "shortDescription": {"text": "`fetch()` without try/.catch or AbortSignal \u2014 functions/api/search-venues.js:50"}, "fullDescription": {"text": "Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout."}, "properties": {"scanner": "scanner-primary", "layer": "quality", "severity": "medium", "confidence": 1.0}}, {"id": "scanner-079166b94f4f5045", "name": "Commented-code block (5 lines) in functions/api/feed.js:30", "shortDescription": {"text": "Commented-code block (5 lines) in functions/api/feed.js:30"}, "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-abb9b446f2da1f74", "name": "Commented-code block (6 lines) in scripts/metrics.py:192", "shortDescription": {"text": "Commented-code block (6 lines) in scripts/metrics.py:192"}, "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-d130c26a66546d53", "name": "Network/subprocess call without timeout or try/except \u2014 scripts/fetch_categories.py:35", "shortDescription": {"text": "Network/subprocess call without timeout or try/except \u2014 scripts/fetch_categories.py:35"}, "fullDescription": {"text": "`urllib.request.urlopen(...)` 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-24334e60510649cd", "name": "Commented-code block (6 lines) in scripts/fetch_checkins.py:465", "shortDescription": {"text": "Commented-code block (6 lines) in scripts/fetch_checkins.py:465"}, "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-5fb8e4f22366dc4f", "name": "Commented-code block (5 lines) in scripts/transform.py:242", "shortDescription": {"text": "Commented-code block (5 lines) in scripts/transform.py:242"}, "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-68caba5a5cc68500", "name": "Commented-code block (9 lines) in scripts/gen_year_pages.py:40", "shortDescription": {"text": "Commented-code block (9 lines) in scripts/gen_year_pages.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-0027e313ade46c8f", "name": "Near-duplicate function bodies in 7 places", "shortDescription": {"text": "Near-duplicate function bodies in 7 places"}, "fullDescription": {"text": "Functions with the same first-5-line body hash:\nscripts/rate_venue.py:resolve_token, scripts/refresh_venue.py:resolve_token, scripts/fetch_venue_rating.py:resolve_token, scripts/fetch_tips.py:resolve_token\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:\nscripts/gen_guide.py:build_page, scripts/gen_year_pages.py:build_page\n\nThis is *the* AI-coder failure mode (4\u00d7 more duplication in vibe-coded repos \u2014 see https://jw.hn/ai-code-hygiene). 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