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- crawlYoutubeVerify: index >= 2000 시 반복문 break - validateSongMatch: JSON 파싱 try-catch 추가, isValid === true 명시적 비교, max_tokens 50으로 증가
Fix/ky verify
- JIRA 연동을 GitHub Issues 기반으로 전환 (spsc, commit) - /start 커맨드 추가 (이슈 생성 + 브랜치 체크아웃) - 모든 커맨드에 다음 단계 네비게이션 및 사이클 규칙 추가 - CLAUDE.md에 Workflow Commands, Self-Maintenance 섹션 추가 - Git Conventions에 이슈 번호 포함 형식 반영 - SessionStart hook으로 stale 브랜치 자동 정리 설정 Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
[Chore] : Claude Code 워크플로우 커맨드 및 설정 구성 (#166)
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- /pr 커맨드: develop/main 브랜치에서 실행 시 차단 로직 추가 - /start 커맨드: 인자 없을 때 git diff 기반 자동 판단 - 워크플로우 사이클에 /pr 단계 추가 Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- postTransDictionary.ts 및 transList.txt 삭제 - TransDictionary 타입, 관련 DB 함수, 로그 함수 제거 - trans 스크립트 제거, CLAUDE.md 반영 - ESLint v9 flat config 추가 및 lint 명령어 수정 Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Chore/168 improve workflow commands
[Refactor] : thumb-up API를 thumb_logs 개별 로그 기반으로 변경 (#169)
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Code Review by QodoNew Review StartedThis review has been superseded by a new analysisⓘ The new review experience is currently in Beta. Learn more |
Review Summary by QodoRefactor thumb tracking to event log model and establish Claude Code workflow
WalkthroughsDescription• Refactored thumb system from aggregated table to event log table - Changed total_stats table to thumb_logs for granular tracking - Updated API to aggregate thumb counts in application layer • Improved YouTube verification stability and performance - Added 2000-record limit to crawlYoutubeVerify loop - Enhanced validateSongMatch with better JSON parsing and explicit validation • Removed unused translation dictionary functionality - Deleted postTransDictionary.ts and related database operations - Cleaned up trans_dictionaries table references • Established Claude Code workflow commands and conventions - Added /start, /spsc, /red, /green, /refactor, /verify, /commit, /pr commands - Configured SessionStart hook for automatic stale branch cleanup Diagramflowchart LR
A["total_stats<br/>aggregated table"] -->|"migrate to"| B["thumb_logs<br/>event log table"]
B -->|"aggregate in<br/>application"| C["API response<br/>with thumb_count"]
D["validateSongMatch<br/>GPT validation"] -->|"improve stability"| E["Better JSON parsing<br/>explicit comparison"]
F["postTransDictionary<br/>translation logic"] -->|"remove unused"| G["Cleanup<br/>trans_dictionaries"]
H["Manual workflow"] -->|"establish"| I["Claude Code<br/>slash commands"]
File Changes1. apps/web/src/app/api/search/route.ts
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Code Review by Qodo
1. Thumb ranking full scan
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PR Description updated to latest commit (057b2e6)
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Code Review by Qodo
1. Thumb ranking full scan
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![qodo-code-review[bot]](https://avatars.githubusercontent.com/in/484649?s=60&v=4){kind=small}
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| // 1) thumb_logs 전체 조회 | ||
| const { data: thumbData, error: thumbError } = await supabase | ||
| .from('thumb_logs') | ||
| .select('song_id, thumb_count'); | ||
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| if (thumbError) throw thumbError; | ||
| if (!thumbData || thumbData.length === 0) { | ||
| return NextResponse.json({ success: true, data: [] }); | ||
| } | ||
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| // 2) 앱에서 song_id별 합계 집계 | ||
| const thumbMap = new Map<string, number>(); | ||
| for (const row of thumbData) { | ||
| thumbMap.set(row.song_id, (thumbMap.get(row.song_id) ?? 0) + row.thumb_count); | ||
| } | ||
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| // 3) 상위 50개 song_id 추출 | ||
| const sorted = [...thumbMap.entries()] | ||
| .sort((a, b) => b[1] - a[1]) | ||
| .slice(0, 50); |
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1. Thumb ranking full scan 🐞 Bug ➹ Performance
GET /api/songs/thumb-up가 thumb_logs 전체를 조회한 뒤 앱에서 합산/정렬하여, 로그가 커질수록 O(N)으로 느려지고 타임아웃/메모리 급증이 발생합니다.
Agent Prompt
## Issue description
`GET /api/songs/thumb-up`가 `thumb_logs` 전체를 읽고 애플리케이션에서 집계/정렬합니다. 로그가 커질수록 성능이 급격히 악화됩니다.
## Issue Context
현재 구현은 `thumb_logs` 전체 SELECT → JS 집계(Map) → 전체 sort 후 top 50 입니다.
## Fix Focus Areas
- apps/web/src/app/api/songs/thumb-up/route.ts[16-55]
### Recommended direction
- DB에서 `GROUP BY song_id`로 합계를 계산하고 `ORDER BY sum DESC LIMIT 50`로 top N만 가져오세요.
- Supabase SQL/RPC(예: Postgres 함수) 또는 materialized view / summary table(예: songs.thumb_total 캐시 컬럼 + 트리거/배치)를 사용해 조회 비용을 일정하게 유지하세요.
- 필요하다면 반환 시 songs join도 DB에서 처리하거나, 최소 컬럼만 select 하세요.
ⓘ Copy this prompt and use it to remediate the issue with your preferred AI generation tools
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| const baseQuery = supabase.from('songs').select( | ||
| `*, | ||
| total_stats ( | ||
| thumb_logs ( | ||
| * | ||
| ) | ||
| `, |
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2. Search loads all thumb logs 🐞 Bug ➹ Performance
/api/search가 각 곡의 thumb_logs(*)를 전부 join해 내려받은 뒤 서버에서 reduce로 합산하여, 추천 로그가 많은 곡이 포함되면 검색 API가 느려지고 응답 payload가 커집니다.
Agent Prompt
## Issue description
Search API가 `thumb_logs` 전체 row를 함께 가져온 뒤 서버에서 합산합니다. 로그가 누적되면 검색 응답이 느려지고 payload가 커집니다.
## Issue Context
현재는 `select('*, thumb_logs ( * )')` + `reduce()`로 thumb 합을 계산합니다.
## Fix Focus Areas
- apps/web/src/app/api/search/route.ts[49-87]
- apps/web/src/app/api/search/route.ts[99-148]
### Recommended direction
- 검색 결과에는 로그 row 전체가 아니라 `thumb_total`(집계값)만 필요하므로:
- `songs`에 집계 컬럼(또는 view)을 두고 그 값을 select 하거나,
- RPC/SQL로 `songs` + `sum(thumb_logs.thumb_count)`를 한 번에 가져오세요.
- 불가피하게 join 한다면 `thumb_logs`에서 필요한 컬럼만 select하고, row 수를 줄일 수 있는 구조(요약 테이블)로 변경하세요.
ⓘ Copy this prompt and use it to remediate the issue with your preferred AI generation tools
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| // 1) thumb_logs 전체 조회 | ||
| const { data: thumbData, error: thumbError } = await supabase | ||
| .from('thumb_logs') | ||
| .select('song_id, thumb_count'); | ||
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| if (thumbError) throw thumbError; | ||
| if (!thumbData || thumbData.length === 0) { | ||
| return NextResponse.json({ success: true, data: [] }); | ||
| } | ||
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| // 2) 앱에서 song_id별 합계 집계 | ||
| const thumbMap = new Map<string, number>(); | ||
| for (const row of thumbData) { | ||
| thumbMap.set(row.song_id, (thumbMap.get(row.song_id) ?? 0) + row.thumb_count); | ||
| } | ||
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| // 3) 상위 50개 song_id 추출 | ||
| const sorted = [...thumbMap.entries()] | ||
| .sort((a, b) => b[1] - a[1]) | ||
| .slice(0, 50); | ||
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| const songIds = sorted.map(([songId]) => songId); | ||
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| // 4) 해당 song 상세 정보 조회 | ||
| const { data: songs, error: songError } = await supabase | ||
| .from('songs') | ||
| .select('*') | ||
| .in('id', songIds); | ||
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There was a problem hiding this comment.
1. Thumb ranking full scan 🐞 Bug ➹ Performance
/api/songs/thumb-up GET loads the entire thumb_logs table and aggregates/sorts in memory, making latency and memory usage grow linearly with log volume and risking timeouts.
Agent Prompt
## Issue description
`GET /api/songs/thumb-up` currently fetches *all* `thumb_logs` rows and aggregates in Node. This will slow down and potentially time out as the table grows.
## Issue Context
You’ve migrated from `total_stats.total_thumb` to `thumb_logs`. The ranking query should be performed in Postgres (GROUP BY + SUM + ORDER BY + LIMIT) and only return the top 50.
## Fix Focus Areas
- apps/web/src/app/api/songs/thumb-up/route.ts[16-55]
### Suggested implementation directions
- Create a Postgres view/materialized view (e.g., `thumb_stats(song_id, thumb_sum)`) or an RPC that returns `song_id, sum(thumb_count)` ordered desc limited 50.
- Query that aggregated source from Supabase and then fetch the matching songs.
- If you cannot add DB objects immediately, at least restrict the scan (e.g., by date range) to bound the dataset.
ⓘ Copy this prompt and use it to remediate the issue with your preferred AI generation tools
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| if (!authenticated) { | ||
| const baseQuery = supabase.from('songs').select( | ||
| `*, | ||
| total_stats ( | ||
| thumb_logs ( | ||
| * | ||
| ) | ||
| `, |
There was a problem hiding this comment.
2. Search fetches thumb logs 🐞 Bug ➹ Performance
The search API selects thumb_logs(*) for each song and sums in server code, inflating query cost/payload and making response time depend on number of logs per song.
Agent Prompt
## Issue description
`GET /api/search` now joins `thumb_logs(*)` and computes totals in Node. This can massively increase response size and latency as `thumb_logs` grows.
## Issue Context
The response only needs a numeric `thumb` per song; it does not need per-user/per-event log rows.
## Fix Focus Areas
- apps/web/src/app/api/search/route.ts[49-57]
- apps/web/src/app/api/search/route.ts[86-87]
- apps/web/src/app/api/search/route.ts[99-116]
- apps/web/src/app/api/search/route.ts[147-148]
### Suggested implementation directions
- Use a DB view/RPC to expose `songs` with an aggregated `thumb_sum` (SUM of `thumb_logs.thumb_count`) and select that field directly.
- Alternatively, add/maintain a `songs.thumb` (or `total_thumb`) column updated by trigger on `thumb_logs` insert, and select that column in search.
- At minimum, change the relation select to only what’s needed (avoid `thumb_logs(*)`), but prefer DB-side aggregation to avoid returning N log rows per song.
ⓘ Copy this prompt and use it to remediate the issue with your preferred AI generation tools
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📌 PR 제목
[Type] : 작업 내용 요약
📌 변경 사항
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PR Type
Enhancement, Bug fix
Description
Refactored thumb system from aggregated table to event log architecture
total_statstable tothumb_logsfor granular trackingImproved YouTube verification stability and performance
Removed unused translation dictionary functionality
Established Claude Code workflow commands and conventions
Diagram Walkthrough
File Walkthrough
12 files
Update search API to use thumb_logs tableRefactor thumb-up endpoint to event log patternChange HTTP method from PATCH to POSTUpdate mutation to use POST methodUpdate ThumbUpSong interface property nameUpdate ranking display to use thumb_countImprove prompt clarity and error handlingRemove translation dictionary query functionsRemove translation dictionary insert functionRemove TransDictionary interface definitionDelete unused translation script fileRemove translation log save/load functions2 files
Fix artist name sort order alphabeticallyAdd 2000-record limit to verification loop4 files
Remove trans script and update lint configAdd Claude Code session start hook configurationRemove workflow execution pause commentAdd schedule trigger to verification workflow12 files
Remove translation workflow documentationAdd commit workflow command documentationAdd green phase workflow command documentationAdd red phase workflow command documentationAdd refactor phase workflow command documentationAdd spec and scope workflow command documentationAdd start task workflow command documentationAdd verify phase workflow command documentationAdd pull request workflow command documentationAdd agent skills discovery documentationUpdate with workflow commands and conventionsUpdate formatting and structure documentation8 files