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WindyCityJump23/MusicLife

https://github.com/WindyCityJump23/MusicLife · scanned 2026-06-16 00:58 UTC (2 months, 1 week ago)

358 raw signals (172 security + 186 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 186 actionable findings from 2 signal sources. 464 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
51.7
/100
Security checks
52
10 findings
System graph
52
100.0% cov · 176 findings
Critical
3
click to filter
Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 3 High 86 Medium 28 Low 50 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 10 System graph 176 Crowd 0 Layer: Quality 51 Security 20 Cicd 2 Software 11 Frontend 11 Network 2 Hardware 5 Api 84
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Scan summary Repository scanned at 51.7/100 with 100.0% coverage. It contains 1321 nodes across 29 cross-layer flows, written primarily in mixed languages. Engine surfaced 186 findings — concentrated in api (84), quality (47), security (19). Risk profile is high: 0 critical, 83 high, 24 medium. Recommended next step: open the api layer findings first — that's where the highest-impact wins live.

Showing 167 of 186 actionable findings. 650 raw detector signals were grouped into reader-sized issues. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

critical Security checks cicd CI/CD security conf 0.86 29 occurrences Foundry mined claimed resolved with failing ci: WindyCityJump23/MusicLife
Graph query export: Claimed resolved with failing CI Query id: claimed_resolved_with_failing_ci Query type: motif_query Intent: Hard negatives where CI/failure evidence contradicts a resolution claim. Motif: claimed_resolved_with_failing_ci Training usage: hard_negative Graph gold label: contradict…
29 occurrences
repo-level (29 hits)
CI/CD securityCI/CD
critical Security checks quality Practices conf 0.82 14 occurrences Foundry mined mock as real or placeholder: WindyCityJump23/MusicLife
Graph query export: Mock, sample, placeholder, or self-attested behavior treated as real Query id: mock_as_real_or_placeholder Query type: motif_query Intent: Hard negatives for fake completeness and missing real data paths. Motif: mock_as_real_or_placeholder Training usage: hard_negative Graph gol…
14 occurrences
repo-level (14 hits)
critical Security checks security auth conf 0.78 25 occurrences Foundry mined security auth guardrail gaps: WindyCityJump23/MusicLife
Graph query export: Security/auth changes without enough guardrails Query id: security_auth_guardrail_gaps Query type: motif_query Intent: Assumption-check security/auth examples requiring stronger tests or CI. Motif: security_auth_without_guardrails Training usage: assumption_check Graph gold labe…
25 occurrences
repo-level (25 hits)
high Security checks quality Practices conf 0.84 157 occurrences Foundry mined bad chains: WindyCityJump23/MusicLife
Comment chain pattern product: bad_chains Repo: WindyCityJump23/MusicLife Thread: WindyCityJump23/MusicLife:github-feedback-comment-fc2291b00419f566 Outcome: not_resolved_or_not_observed Thread label: thread_has_human_issue_without_fix_context Source graph label: source_backed_multi_signal_graph Re…
157 occurrences
repo-level (157 hits)
high Security checks quality Quality conf 0.76 58 occurrences Foundry mined schema ui api mismatch: WindyCityJump23/MusicLife
Graph query export: Schema, UI, and API mismatch Query id: schema_ui_api_mismatch Query type: motif_query Intent: Assumption-check examples for data-path consistency across layers. Motif: schema_ui_api_mismatch Training usage: assumption_check Graph gold label: supported_by_high_confidence_link Rep…
58 occurrences
repo-level (58 hits)
high Security checks quality Testing conf 0.78 7 occurrences Foundry mined test ci gap after feedback: WindyCityJump23/MusicLife
Graph query export: Feedback exposes missing tests or CI Query id: test_ci_gap_after_feedback Query type: motif_query Intent: Hard negatives for feedback/fix chains without adequate guardrails. Motif: test_ci_gap_after_feedback Training usage: hard_negative Graph gold label: supported_by_verificati…
7 occurrences
repo-level (7 hits)
high System graph api Wiring conf 1.00 Dangling fetch: DELETE /api/feedback (web/app/dashboard/discover-view.tsx:2660)
`web/app/dashboard/discover-view.tsx:2660` calls `DELETE /api/feedback` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/feedback` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: DELETE /api/feedback (web/app/dashboard/playlists-view.tsx:281)
`web/app/dashboard/playlists-view.tsx:281` calls `DELETE /api/feedback` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/feedback` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: DELETE /api/views/${id} (web/app/dashboard/saved-view.tsx:81)
`web/app/dashboard/saved-view.tsx:81` calls `DELETE /api/views/${id}` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/views/<p>` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: DELETE https://api.spotify.com/v1/me/tracks (web/app/api/favorite/route.ts:343)
`web/app/api/favorite/route.ts:343` calls `DELETE https://api.spotify.com/v1/me/tracks` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/https:/api.spotify.com/v1/me/tracks` If this points at an external API, prefix i…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: DELETE https://api.spotify.com/v1/playlists/${playlistId}/followers (web/app/api/playlist-from-tracks/route.ts:128)
`web/app/api/playlist-from-tracks/route.ts:128` calls `DELETE https://api.spotify.com/v1/playlists/${playlistId}/followers` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/https:/api.spotify.com/v1/playlists/<p>/foll…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: DELETE https://api.spotify.com/v1/playlists/${playlistId}/followers (web/app/api/playlist/route.ts:171)
`web/app/api/playlist/route.ts:171` calls `DELETE https://api.spotify.com/v1/playlists/${playlistId}/followers` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/https:/api.spotify.com/v1/playlists/<p>/followers` If th…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: DELETE https://api.spotify.com/v1/playlists/${playlistId}/followers (web/app/dashboard/discover-view.tsx:734)
`web/app/dashboard/discover-view.tsx:734` calls `DELETE https://api.spotify.com/v1/playlists/${playlistId}/followers` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/https:/api.spotify.com/v1/playlists/<p>/followers`…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/activity (web/app/dashboard/activity-view.tsx:20)
`web/app/dashboard/activity-view.tsx:20` calls `GET /api/activity` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/activity` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/auth/me (web/app/dashboard/auth-context.tsx:33)
`web/app/dashboard/auth-context.tsx:33` calls `GET /api/auth/me` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/auth/me` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/auth/me (web/app/dashboard/sidebar.tsx:47)
`web/app/dashboard/sidebar.tsx:47` calls `GET /api/auth/me` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/auth/me` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/auth/token (web/app/dashboard/player-context.tsx:271)
`web/app/dashboard/player-context.tsx:271` calls `GET /api/auth/token` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/auth/token` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/auth/token (web/app/dashboard/player-context.tsx:375)
`web/app/dashboard/player-context.tsx:375` calls `GET /api/auth/token` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/auth/token` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/devices (web/app/dashboard/player-context.tsx:445)
`web/app/dashboard/player-context.tsx:445` calls `GET /api/devices` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/devices` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/favorite (web/app/dashboard/discover-view.tsx:2892)
`web/app/dashboard/discover-view.tsx:2892` calls `GET /api/favorite` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/favorite` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/favorite (web/app/dashboard/playlists-view.tsx:261)
`web/app/dashboard/playlists-view.tsx:261` calls `GET /api/favorite` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/favorite` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/job-status?id=${encodeURIComponent(jobId)} (web/app/dashboard/SetupAllButton.tsx:184)
`web/app/dashboard/SetupAllButton.tsx:184` calls `GET /api/job-status?id=${encodeURIComponent(jobId)}` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/job-status` If this points at an external API, prefix it with `ht…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/job-status?id=${encodeURIComponent(jobId)} (web/app/dashboard/useJobPoller.ts:45)
`web/app/dashboard/useJobPoller.ts:45` calls `GET /api/job-status?id=${encodeURIComponent(jobId)}` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/job-status` If this points at an external API, prefix it with `https:…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/library (web/app/dashboard/library-view.tsx:391)
`web/app/dashboard/library-view.tsx:391` calls `GET /api/library` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/library` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/now-playing (web/app/dashboard/player-context.tsx:726)
`web/app/dashboard/player-context.tsx:726` calls `GET /api/now-playing` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/now-playing` If this points at an external API, prefix it with `https://` so the matcher skips i…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/playlists (web/app/dashboard/playlists-view.tsx:35)
`web/app/dashboard/playlists-view.tsx:35` calls `GET /api/playlists` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/playlists` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/readiness (web/app/dashboard/discover-view.tsx:3296)
`web/app/dashboard/discover-view.tsx:3296` calls `GET /api/readiness` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/readiness` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/readiness (web/app/dashboard/readiness-context.tsx:44)
`web/app/dashboard/readiness-context.tsx:44` calls `GET /api/readiness` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/readiness` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/station/last?${serverStationKey(prompt, strategy)} (web/app/dashboard/discover-view.tsx:550)
`web/app/dashboard/discover-view.tsx:550` calls `GET /api/station/last?${serverStationKey(prompt, strategy)}` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/station/last` If this points at an external API, prefix it…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/taste-strategy (web/app/dashboard/discover-view.tsx:1166)
`web/app/dashboard/discover-view.tsx:1166` calls `GET /api/taste-strategy` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/taste-strategy` If this points at an external API, prefix it with `https://` so the matcher s…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/taste-strategy (web/app/dashboard/library-view.tsx:396)
`web/app/dashboard/library-view.tsx:396` calls `GET /api/taste-strategy` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/taste-strategy` If this points at an external API, prefix it with `https://` so the matcher ski…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/track-state?ids=${idsParam} (web/app/dashboard/playlists-view.tsx:129)
`web/app/dashboard/playlists-view.tsx:129` calls `GET /api/track-state?ids=${idsParam}` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/track-state` If this points at an external API, prefix it with `https://` so the…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/views (web/app/dashboard/saved-view.tsx:39)
`web/app/dashboard/saved-view.tsx:39` calls `GET /api/views` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/views` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/views/${id} (web/app/dashboard/saved-view.tsx:64)
`web/app/dashboard/saved-view.tsx:64` calls `GET /api/views/${id}` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/views/<p>` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET https://api.spotify.com/v1/me (web/app/api/auth/callback/route.ts:95)
`web/app/api/auth/callback/route.ts:95` calls `GET https://api.spotify.com/v1/me` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/https:/api.spotify.com/v1/me` If this points at an external API, prefix it with `https…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET https://api.spotify.com/v1/me/player (web/app/api/now-playing/route.ts:27)
`web/app/api/now-playing/route.ts:27` calls `GET https://api.spotify.com/v1/me/player` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/https:/api.spotify.com/v1/me/player` If this points at an external API, prefix it…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET https://api.spotify.com/v1/me/player/devices (web/app/api/devices/route.ts:28)
`web/app/api/devices/route.ts:28` calls `GET https://api.spotify.com/v1/me/player/devices` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/https:/api.spotify.com/v1/me/player/devices` If this points at an external AP…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET https://api.spotify.com/v1/playlists/${pl.id}/items?limit=100 (web/app/api/playlists/route.ts:78)
`web/app/api/playlists/route.ts:78` calls `GET https://api.spotify.com/v1/playlists/${pl.id}/items?limit=100` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/https:/api.spotify.com/v1/playlists/<p>/items` If this poi…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET https://api.spotify.com/v1/playlists/${playlistId}/${endpoint}?offset=${offset}&limit=${batchSize}&market=US (web/app/api/import-playlist/route.ts:214)
`web/app/api/import-playlist/route.ts:214` calls `GET https://api.spotify.com/v1/playlists/${playlistId}/${endpoint}?offset=${offset}&limit=${batchSize}&market=US` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/http…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET https://api.spotify.com/v1/playlists/${playlistId}?fields=id,name,description,owner(display_name) (web/app/api/import-playlist/route.ts:141)
`web/app/api/import-playlist/route.ts:141` calls `GET https://api.spotify.com/v1/playlists/${playlistId}?fields=id,name,description,owner(display_name)` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/https:/api.spot…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET https://api.spotify.com/v1/search?q=${encodeURIComponent(artist_name)}&type=artist&limit=1 (web/app/api/play-artist/route.ts:45)
`web/app/api/play-artist/route.ts:45` calls `GET https://api.spotify.com/v1/search?q=${encodeURIComponent(artist_name)}&type=artist&limit=1` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/https:/api.spotify.com/v1/s…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET https://api.spotify.com/v1/tracks/${spotifyTrackId} (web/app/api/favorite/route.ts:43)
`web/app/api/favorite/route.ts:43` calls `GET https://api.spotify.com/v1/tracks/${spotifyTrackId}` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/https:/api.spotify.com/v1/tracks/<p>` If this points at an external A…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: GET https://api.spotify.com/v1/tracks/${spotifyTrackId} (web/app/api/feedback/route.ts:63)
`web/app/api/feedback/route.ts:63` calls `GET https://api.spotify.com/v1/tracks/${spotifyTrackId}` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/https:/api.spotify.com/v1/tracks/<p>` If this points at an external A…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST /api/auth/logout (web/app/dashboard/sidebar.tsx:58)
`web/app/dashboard/sidebar.tsx:58` calls `POST /api/auth/logout` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/auth/logout` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST /api/feedback (web/app/dashboard/discover-view.tsx:2667)
`web/app/dashboard/discover-view.tsx:2667` calls `POST /api/feedback` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/feedback` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST /api/feedback (web/app/dashboard/playlists-view.tsx:288)
`web/app/dashboard/playlists-view.tsx:288` calls `POST /api/feedback` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/feedback` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST /api/import-playlist (web/app/dashboard/library-view.tsx:558)
`web/app/dashboard/library-view.tsx:558` calls `POST /api/import-playlist` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/import-playlist` If this points at an external API, prefix it with `https://` so the matcher …
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST /api/import-playlist (web/app/playlist-import-form.tsx:33)
`web/app/playlist-import-form.tsx:33` calls `POST /api/import-playlist` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/import-playlist` If this points at an external API, prefix it with `https://` so the matcher ski…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST /api/play-track (web/app/dashboard/player-context.tsx:518)
`web/app/dashboard/player-context.tsx:518` calls `POST /api/play-track` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/play-track` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST /api/playback (web/app/dashboard/player-context.tsx:489)
`web/app/dashboard/player-context.tsx:489` calls `POST /api/playback` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/playback` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST /api/playback (web/app/dashboard/player-context.tsx:670)
`web/app/dashboard/player-context.tsx:670` calls `POST /api/playback` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/playback` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST /api/playlist-from-tracks (web/app/dashboard/discover-view.tsx:1813)
`web/app/dashboard/discover-view.tsx:1813` calls `POST /api/playlist-from-tracks` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/playlist-from-tracks` If this points at an external API, prefix it with `https://` so …
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST /api/recommend-songs (web/app/dashboard/library-view.tsx:1157)
`web/app/dashboard/library-view.tsx:1157` calls `POST /api/recommend-songs` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/recommend-songs` If this points at an external API, prefix it with `https://` so the matcher…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST /api/recommendation-event (web/app/dashboard/discover-view.tsx:647)
`web/app/dashboard/discover-view.tsx:647` calls `POST /api/recommendation-event` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/recommendation-event` If this points at an external API, prefix it with `https://` so t…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST /api/recommendation-event (web/app/dashboard/player-context.tsx:131)
`web/app/dashboard/player-context.tsx:131` calls `POST /api/recommendation-event` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/recommendation-event` If this points at an external API, prefix it with `https://` so …
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST /api/setup-all (web/app/dashboard/SetupAllButton.tsx:233)
`web/app/dashboard/SetupAllButton.tsx:233` calls `POST /api/setup-all` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/setup-all` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST /api/station/cache (web/app/dashboard/discover-view.tsx:577)
`web/app/dashboard/discover-view.tsx:577` calls `POST /api/station/cache` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/station/cache` If this points at an external API, prefix it with `https://` so the matcher ski…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST https://accounts.spotify.com/api/token (web/app/api/auth/callback/route.ts:52)
`web/app/api/auth/callback/route.ts:52` calls `POST https://accounts.spotify.com/api/token` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/https:/accounts.spotify.com/api/token` If this points at an external API, pr…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST https://accounts.spotify.com/api/token (web/app/api/populate-tracks/route.ts:35)
`web/app/api/populate-tracks/route.ts:35` calls `POST https://accounts.spotify.com/api/token` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/https:/accounts.spotify.com/api/token` If this points at an external API, …
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST https://accounts.spotify.com/api/token (web/lib/spotify-client-credentials.ts:47)
`web/lib/spotify-client-credentials.ts:47` calls `POST https://accounts.spotify.com/api/token` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/https:/accounts.spotify.com/api/token` If this points at an external API,…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST https://accounts.spotify.com/api/token (web/lib/spotify-token.ts:53)
`web/lib/spotify-token.ts:53` calls `POST https://accounts.spotify.com/api/token` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/https:/accounts.spotify.com/api/token` If this points at an external API, prefix it wi…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST https://api.spotify.com/v1/me/playlists (web/app/api/playlist-from-tracks/route.ts:74)
`web/app/api/playlist-from-tracks/route.ts:74` calls `POST https://api.spotify.com/v1/me/playlists` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/https:/api.spotify.com/v1/me/playlists` If this points at an externa…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST https://api.spotify.com/v1/me/playlists (web/app/api/playlist/route.ts:71)
`web/app/api/playlist/route.ts:71` calls `POST https://api.spotify.com/v1/me/playlists` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/https:/api.spotify.com/v1/me/playlists` If this points at an external API, prefi…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST https://api.spotify.com/v1/playlists/${playlistId}/items (web/app/api/playlist-from-tracks/route.ts:143)
`web/app/api/playlist-from-tracks/route.ts:143` calls `POST https://api.spotify.com/v1/playlists/${playlistId}/items` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/https:/api.spotify.com/v1/playlists/<p>/items` If …
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST https://api.spotify.com/v1/playlists/${playlistId}/items (web/app/api/playlist/route.ts:186)
`web/app/api/playlist/route.ts:186` calls `POST https://api.spotify.com/v1/playlists/${playlistId}/items` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/https:/api.spotify.com/v1/playlists/<p>/items` If this points …
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: POST https://api.spotify.com/v1/playlists/${playlistId}/items (web/app/dashboard/discover-view.tsx:684)
`web/app/dashboard/discover-view.tsx:684` calls `POST https://api.spotify.com/v1/playlists/${playlistId}/items` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/https:/api.spotify.com/v1/playlists/<p>/items` If this p…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: PUT /api/taste-strategy (web/app/dashboard/library-view.tsx:529)
`web/app/dashboard/library-view.tsx:529` calls `PUT /api/taste-strategy` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/taste-strategy` If this points at an external API, prefix it with `https://` so the matcher ski…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: PUT https://api.spotify.com/v1/me/player (web/app/api/playback/route.ts:61)
`web/app/api/playback/route.ts:61` calls `PUT https://api.spotify.com/v1/me/player` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/https:/api.spotify.com/v1/me/player` If this points at an external API, prefix it wi…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: PUT https://api.spotify.com/v1/me/player/play?device_id=${devId} (web/app/dashboard/player-context.tsx:391)
`web/app/dashboard/player-context.tsx:391` calls `PUT https://api.spotify.com/v1/me/player/play?device_id=${devId}` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/https:/api.spotify.com/v1/me/player/play` If this po…
Dangling fetchFetch
high System graph api Wiring conf 1.00 Dangling fetch: PUT https://api.spotify.com/v1/me/tracks (web/app/api/favorite/route.ts:244)
`web/app/api/favorite/route.ts:244` calls `PUT https://api.spotify.com/v1/me/tracks` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: fetch Normalized path used for matching: `/https:/api.spotify.com/v1/me/tracks` If this points at an external API, prefix it w…
Dangling fetchFetch
high System graph security auth conf 1.00 FastAPI POST `backfill_genres` without auth dependency — api/app/routes/ingest.py:342
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
api/app/routes/ingest.py:342 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `backfill_lastfm_stats` without auth dependency — api/app/routes/ingest.py:379
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
api/app/routes/ingest.py:379 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `backfill_release_dates` without auth dependency — api/app/routes/ingest.py:421
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
api/app/routes/ingest.py:421 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `embed_artists` without auth dependency — api/app/routes/ingest.py:86
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
api/app/routes/ingest.py:86 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `embed_tracks` without auth dependency — api/app/routes/ingest.py:130
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
api/app/routes/ingest.py:130 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `enrich_artists` without auth dependency — api/app/routes/ingest.py:60
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
api/app/routes/ingest.py:60 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `expand_catalog` without auth dependency — api/app/routes/ingest.py:463
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
api/app/routes/ingest.py:463 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `ingest_sources` without auth dependency — api/app/routes/ingest.py:202
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
api/app/routes/ingest.py:202 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `ingest_spotify_library` without auth dependency — api/app/routes/ingest.py:33
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
api/app/routes/ingest.py:33 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `populate_tracks` without auth dependency — api/app/routes/ingest.py:508
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
api/app/routes/ingest.py:508 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `ranking_diagnostics` without auth dependency — api/app/routes/diagnostics.py:28
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
api/app/routes/diagnostics.py:28 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `ranking_static_diagnostics` without auth dependency — api/app/routes/diagnostics.py:52
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
api/app/routes/diagnostics.py:52 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `recommend_songs` without auth dependency — api/app/routes/recommend.py:154
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
api/app/routes/recommend.py:154 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `recommend` without auth dependency — api/app/routes/recommend.py:134
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
api/app/routes/recommend.py:134 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `setup_all` without auth dependency — api/app/routes/ingest.py:794
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
api/app/routes/ingest.py:794 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `synthesize_for_artist` without auth dependency — api/app/routes/synthesize.py:74
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
api/app/routes/synthesize.py:74 securityAuth fastapi unauth mutation
high System graph security auth conf 1.00 FastAPI POST `synthesize` without auth dependency — api/app/routes/synthesize.py:64
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
api/app/routes/synthesize.py:64 securityAuth fastapi unauth mutation
high System graph security security conf 1.00 Insecure pattern 'eval_used' in api/evals/check_regression.py:47
Found a known-risky pattern (eval_used). Review and replace if possible.
api/evals/check_regression.py:47 Eval used
high System graph security security conf 1.00 Insecure pattern 'eval_used' in api/evals/run_evals.py:131
Found a known-risky pattern (eval_used). Review and replace if possible.
api/evals/run_evals.py:131 Eval used
medium Security checks quality Practices conf 0.62 32 occurrences Foundry mined assumption checks: WindyCityJump23/MusicLife
Comment chain pattern product: assumption_checks Repo: WindyCityJump23/MusicLife Thread: WindyCityJump23/MusicLife#94 Outcome: claimed_resolved_unverified Thread label: thread_has_human_issue_and_fix_context Source graph label: source_backed_multi_signal_graph Reasons: source_graph_has_real_artifac…
32 occurrences
repo-level (32 hits)
medium Security checks quality maintenance conf 0.70 82 occurrences Foundry mined blueprint gap alignment: WindyCityJump23/MusicLife
Graph query export: Human feedback aligned with blueprint or architecture gaps Query id: blueprint_gap_alignment Query type: motif_query Intent: Curriculum-gap examples connecting issue threads to helicopter-view gaps. Motif: blueprint_gap_alignment Training usage: curriculum_gap Graph gold label: …
82 occurrences
repo-level (82 hits)
medium Security checks quality Practices conf 0.72 Foundry mined review feedback without structured fix: WindyCityJump23/MusicLife
Graph query export: Review feedback without structured fix chain Query id: review_feedback_without_structured_fix Query type: motif_query Intent: Weak-supervision examples for review comments lacking a traceable fix. Motif: review_feedback_without_structured_fix Training usage: weak_supervision Gra…
medium Security checks quality Practices conf 0.70 59 occurrences Foundry mined unresolved feedback: WindyCityJump23/MusicLife
Graph query export: Human feedback without linked fix evidence Query id: unresolved_feedback Query type: motif_query Intent: Negative/unresolved examples that should not be hallucinated into fixes. Motif: unlinked_feedback_needs_evidence Training usage: negative_or_unresolved Graph gold label: assu…
59 occurrences
repo-level (59 hits)
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — web/app/api/auth/callback/route.ts:52
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — web/app/api/favorite/route.ts:228
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — web/app/api/import-playlist/route.ts:141
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — web/app/api/now-playing/route.ts:27
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — web/app/api/play-artist/route.ts:26
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — web/app/api/playlist-from-tracks/route.ts:51
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — web/app/api/playlist/route.ts:50
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — web/app/api/playlists/route.ts:27
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — web/app/api/populate-tracks/route.ts:35
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — web/app/api/setup-all/route.ts:38
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — web/app/api/sync/route.ts:16
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — web/app/dashboard/auth-context.tsx:33
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — web/app/dashboard/discover-view.tsx:684
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — web/app/dashboard/player-context.tsx:391
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — web/app/dashboard/playlists-view.tsx:288
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — web/lib/spotify-client-credentials.ts:47
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — web/lib/spotify-token.ts:53
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Placeholder conf 1.00 Critical user flow still appears backed by mock or placeholder data
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.
Mock dataCritical flowGenerated repo pattern
medium System graph hardware Security conf 1.00 Dockerfile runs as root: api/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph hardware Security conf 1.00 Dockerfile runs as root: web/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 16 placeholder/mock markers across 9 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.
Mock dataIncompleteGenerated repo pattern
medium System graph network Security conf 1.00 Privileged port 11 in use
Port 11 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
.github/workflows/editorial-refresh.yml Ports
medium System graph network Security conf 1.00 Privileged port 17 in use
Port 17 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
.github/workflows/editorial-refresh.yml Ports
medium System graph quality Placeholder conf 1.00 Runtime service client appears to use placeholder configuration
A runtime source file appears to wire Supabase/Firebase/AI/payment-style clients to placeholder URLs, keys, or fallback values. In the Fable corpus this often means the UI/API shape is present while the backend service is not actually configured.
Runtime configService clientGenerated repo pattern
low System graph quality Integrity conf 1.00 10 env vars used in code but missing from .env.example
Drift between code and config docs. The first few: `CI`, `DOCKER_BUILD`, `MUSICLIFE_REQUIRE_LLM`, `NEXT_PUBLIC_API_URL`, `NEXT_PUBLIC_SUPABASE_URL`, `NODE_ENV`, `SMOKE_BASE_URL`, `SPOTIFY_CLIENT_ID` + 2 more. Add them (with a placeholder/comment) to .env.example so onboarding doesn't break.
config drift
low System graph hardware Coverage conf 1.00 Containers defined but no K8s/orchestration manifest found
Repo has Dockerfiles/compose but no Kubernetes/Nomad manifests. If the target deployment is K8s, the manifests may live in a separate ops repo.
Deployment
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 206 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup.
CleanupRepo hardeningGenerated repo pattern
low System graph hardware Supply chain conf 1.00 3 occurrences Docker base image is tag-pinned but not digest-pinned: node:20-alpine
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
lines 1, 5, 12
web/Dockerfile:1, 5, 12 (3 hits)
containersPinned dependencies
low System graph hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: python:3.12-slim
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
api/Dockerfile:1 containersPinned dependencies
low System graph cicd CI/CD security conf 1.00 2 occurrences GitHub Action is tag-pinned rather than SHA-pinned
actions/upload-artifact@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
lines 97, 117
.github/workflows/evals.yml:97, 117 (2 hits)
CI/CD securitySupply chainGithub actions
low System graph quality Tests conf 1.00 Low test-to-source ratio
15 tests / 135 src (ratio 0.11).
low System graph quality Integrity conf 1.00 5 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: api/app/routes/recommend.py:validate_weights, api/app/routes/recommend.py:validate_song_weights This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're sep…
5 occurrences
repo-level (5 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: api/evals/eval_songs.py:score_for, api/evals/eval_songs.py:score_for, api/evals/eval_songs.py:score_for This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why the…
duplicatesduplication
low System graph quality License conf 1.00 No license file detected
No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake.
Repo hardeningGenerated repo pattern
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `_days_old` in api/app/services/song_ranking.py:1033
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.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `eval_no_raw_abort_copy` in api/evals/eval_songs.py:996
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.
old markerDead code
low System graph software Dead code conf 1.00 Possibly dead Python function: cb
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
api/app/routes/ingest.py:847
low System graph software Dead code conf 1.00 Possibly dead Python function: distance_score
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
api/app/services/taste_model.py:84
low System graph software Dead code conf 1.00 Possibly dead Python function: fetch_candidates
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
api/app/services/artist_enrichment.py:45
low System graph software Dead code conf 1.00 Possibly dead Python function: genre_diversity_score
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
api/evals/metrics.py:49
low System graph software Dead code conf 1.00 Possibly dead Python function: mrr
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
api/evals/metrics.py:26
low System graph software Dead code conf 1.00 Possibly dead Python function: ndcg_at_k
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
api/evals/metrics.py:20
low System graph software Dead code conf 1.00 Possibly dead Python function: novelty_rate
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
api/evals/metrics.py:73
low System graph software Dead code conf 1.00 Possibly dead Python function: precision_at_k
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
api/evals/metrics.py:34
low System graph software Dead code conf 1.00 Possibly dead Python function: recall_at_k
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
api/evals/metrics.py:39
low System graph software Dead code conf 1.00 4 occurrences Possibly dead Python function: run_suite
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
4 files, 4 locations
api/evals/eval_context.py:312
api/evals/eval_ranking.py:687
api/evals/eval_songs.py:2001
api/evals/eval_synthesis.py:389
low System graph software Dead code conf 1.00 Possibly dead Python function: score_spread
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
api/evals/metrics.py:83
low System graph quality Provenance conf 1.00 Shallow git history limits provenance confidence
The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence.
Git historyGenerated repo pattern
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — web/app/api/auth/callback/route.ts:202
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — web/app/api/auth/login/route.ts:37
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — web/app/api/import-playlist/route.ts:501
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph api Wiring conf 1.00 Unused endpoint: GET /ingest/status
`api/app/routes/ingest.py` declares `GET /ingest/status` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /ingest/status/{job_id}
`api/app/routes/ingest.py` declares `GET /ingest/status/{job_id}` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: GET /ready
`api/app/main.py` declares `GET /ready` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /diagnostics/ranking
`api/app/routes/diagnostics.py` declares `POST /diagnostics/ranking` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /diagnostics/ranking/static
`api/app/routes/diagnostics.py` declares `POST /diagnostics/ranking/static` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /ingest/backfill-genres
`api/app/routes/ingest.py` declares `POST /ingest/backfill-genres` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /ingest/backfill-lastfm-stats
`api/app/routes/ingest.py` declares `POST /ingest/backfill-lastfm-stats` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /ingest/backfill-release-dates
`api/app/routes/ingest.py` declares `POST /ingest/backfill-release-dates` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /ingest/embed-artists
`api/app/routes/ingest.py` declares `POST /ingest/embed-artists` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /ingest/embed-tracks
`api/app/routes/ingest.py` declares `POST /ingest/embed-tracks` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /ingest/enrich-artists
`api/app/routes/ingest.py` declares `POST /ingest/enrich-artists` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /ingest/expand-catalog
`api/app/routes/ingest.py` declares `POST /ingest/expand-catalog` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /ingest/populate-tracks
`api/app/routes/ingest.py` declares `POST /ingest/populate-tracks` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /ingest/setup-all
`api/app/routes/ingest.py` declares `POST /ingest/setup-all` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /ingest/sources
`api/app/routes/ingest.py` declares `POST /ingest/sources` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /ingest/spotify-library
`api/app/routes/ingest.py` declares `POST /ingest/spotify-library` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /recommend
`api/app/routes/recommend.py` declares `POST /recommend` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /recommend/songs
`api/app/routes/recommend.py` declares `POST /recommend/songs` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /recommend/songs/live-intents
`api/app/routes/recommend.py` declares `POST /recommend/songs/live-intents` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph api Wiring conf 1.00 Unused endpoint: POST /synthesize/for-artist
`api/app/routes/synthesize.py` declares `POST /synthesize/for-artist` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph quality Complexity conf 1.00 Very large file: api/app/services/song_ranking.py (1886 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: api/evals/eval_songs.py (2052 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: web/app/dashboard/discover-view.tsx (3355 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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