정보
이 스킬은 퍼지 이름 매칭을 통해 기존 음악 앨범을 찾아 상세 상태와 다음 단계를 표시함으로써 작업을 재개합니다. 사용자가 앨범 이름을 언급하거나 이전 작업을 이어서 진행하려 할 때 트리거되며, MCP 도구를 활용해 프로젝트를 찾고 캐시 상태를 처리합니다. 앨범을 찾을 수 없거나 여러 개가 매칭될 경우 명확한 복구 경로를 제공합니다.
빠른 설치
Claude Code
추천npx skills add bitwize-music-studio/claude-ai-music-skills -a claude-code/plugin add https://github.com/bitwize-music-studio/claude-ai-music-skillsgit clone https://github.com/bitwize-music-studio/claude-ai-music-skills.git ~/.claude/skills/resumeClaude Code에서 이 명령을 복사하여 붙여넣어 스킬을 설치하세요
문서
Resume Album Work
Purpose: Find an album and resume work where you left off.
Usage:
/bitwize-music:resume <album-name>
/bitwize-music:resume my-album
/bitwize-music:resume "demo album"
When to use: When user wants to continue working on an existing album.
Instructions
When this skill is invoked with an album name:
Step 1: Find the Album via MCP
- Call
find_album(name)— fuzzy match by name, slug, or partial (case-insensitive) - If not found: MCP returns available albums — suggest closest match or
/bitwize-music:new-album - If multiple matches: list all with paths, ask user which one
- If MCP returns stale/missing cache error: call
rebuild_state()then retry
Step 2: Get Album Progress
- Call
get_album_progress(album_slug)— returns track counts by status, completion percentage, and detected workflow phase - Call
list_tracks(album_slug)— returns per-track details (status, has_suno_link, sources_verified)
Step 3: Update Session Context
Call update_session(album=album_slug, phase=detected_phase) to set the active album and phase.
Step 4: Determine Current Phase
Based on album and track statuses, identify the workflow phase:
| Album Status | Track Statuses | Current Phase |
|---|---|---|
| Concept | Most "Not Started" | Planning - Need to fill in album README and create tracks |
| Research Complete | Some "Sources Pending" | Verification - Need human verification of sources (documentary albums) |
| Sources Verified | All sources verified | Ready to Write - Sources cleared, begin lyrics (documentary albums) |
| In Progress | Mixed, some "Not Started" | Writing - Need to complete lyrics (or route instrumental tracks to suno-engineer) |
| In Progress | Some "Sources Pending" | Verification - Need human verification of sources |
| In Progress | All have lyrics | Ready to Generate - Run Ready to Generate checkpoint |
| In Progress | Some "Generated" | Generating - Continue generating on Suno. Check Generation Logs for rejected tracks needing regeneration |
| In Progress | All "Generated", none "Final" | Review & Approve - Listen to generated tracks, mark keepers with ✓, regenerate rejected ones |
| Complete | All "Final" | Mastering - Ready to master audio |
| Released | All "Final" | Released - Album is live |
Note: Non-documentary albums skip Research Complete and Sources Verified — they go directly from Concept → In Progress.
Step 5: Report to User
Present a clear status report:
📁 Album: [Album Title]
Location: {content_root}/artists/{artist}/albums/{genre}/{album}/
Status: [Album Status]
📊 Progress:
- Tracks: [X completed / Y total] ([N vocal, M instrumental])
- Not Started: X
- In Progress: Y
- Generated: Z
- Final: N
📍 Current Phase: [Phase Name]
✅ What's Done:
- [List completed items]
⏭️ Next Steps:
1. [Specific action 1]
2. [Specific action 2]
3. [Specific action 3]
Ready to continue? Tell me what you'd like to work on.
Step 6: Recommend the Single Best Next Action
Pick ONE clear recommendation from the decision tree below. Don't list 5 options — pick the best one, include the skill name, and be specific about which track.
Decision Tree (evaluate top-to-bottom, first match wins):
Instrumental detection: Check each track's frontmatter for instrumental: true or Track Details table for **Instrumental** | Yes. Instrumental tracks skip the lyrics workflow entirely and go straight to /bitwize-music:suno-engineer.
Album Status = "Concept"
→ "Define the album concept. Run /bitwize-music:album-conceptualizer"
Album Status = "Research Complete"
→ Any tracks Sources Pending?
YES → "Sources need verification. Run /bitwize-music:verify-sources [album]"
NO → Any "Not Started" tracks instrumental?
YES → "Create Style Box for instrumental track [name]. Use /bitwize-music:suno-engineer"
NO → "Ready to write! Pick a track and use /bitwize-music:lyric-writer"
Album has tracks with "Not Started"
→ Is the first not-started track instrumental?
YES → "Create Style Box for [track]. Use /bitwize-music:suno-engineer directly (instrumental track)"
NO → "Write lyrics for [first not-started track]. Use /bitwize-music:lyric-writer"
Album has tracks with "In Progress" (lyrics partially written)
→ "Finish lyrics for [first in-progress track]. Use /bitwize-music:lyric-writer"
Album has tracks with "Sources Pending"
→ "Verify sources for [track]. Run /bitwize-music:verify-sources [album]"
All tracks have lyrics (or Style Box for instrumentals), none generated
→ Mixed album (vocal + instrumental)?
YES → "All tracks ready! Run /bitwize-music:pronunciation-specialist on vocal tracks, then /bitwize-music:lyric-reviewer, then /bitwize-music:pre-generation-check to validate all gates (instrumental tracks auto-skip lyrics gates)."
NO → "All lyrics complete! Style prompts should be ready. Run /bitwize-music:pronunciation-specialist to check for pronunciation risks, then /bitwize-music:lyric-reviewer for final QC, then /bitwize-music:pre-generation-check to validate all gates before generating on Suno."
Some tracks generated, some not
→ Any Generated tracks without ✓ in Generation Log Rating?
YES → "Track [name] was generated but not approved. Listen and decide:
- Happy? Mark ✓ in Generation Log and set Status: Final
- Not happy? Log the reason, then:
Style issue → /bitwize-music:suno-engineer to revise Style Box
Lyrics issue → /bitwize-music:lyric-writer to fix, then regenerate
Bad luck → Regenerate on Suno with same settings (it's non-deterministic)"
NO → "Generate [first un-generated track] on Suno. Use /bitwize-music:suno-engineer"
All tracks generated, none Final
→ "All tracks generated! Listen to each track and approve:
- Mark keepers with ✓ in Generation Log Rating column
- Reject and regenerate any that don't meet quality standards
- Once all have ✓, batch-approve:
Use update_track_field(album_slug, track_slug, 'status', 'Final') for each approved track.
Once all Final, album advances to Complete automatically."
All tracks generated, some Final
→ Any Generated (non-Final) tracks without ✓?
YES → "Review track [name] — listen and approve (✓) or regenerate"
NO → "All tracks approved! Batch-approve: update_track_field(album_slug, track_slug, 'status', 'Final') for each.
Then import audio with /bitwize-music:import-audio, then master with /bitwize-music:mastering-engineer"
All tracks Final
→ "All tracks approved! Import audio with /bitwize-music:import-audio, then master with /bitwize-music:mastering-engineer"
Album Status = "Complete"
→ "Album is complete! Release with /bitwize-music:release-director"
Album Status = "Released"
→ "This album is released! Consider /bitwize-music:promo-director for promotional content"
→ Also suggest: "Start a new album? Check /bitwize-music:album-ideas list"
Format the recommendation as:
RECOMMENDED NEXT ACTION:
[Clear, specific instruction with skill name and track name]
WHY:
[One sentence explaining why this is the right next step]
When No Album Specified (No Arguments)
If invoked without an album name:
- Call
get_session()— checklast_albumfrom session context, resume that album - If no session context, call
list_albums()to find all in-progress albums - Prioritize: closest to completion > unblocked work > last worked on
- If no albums exist, suggest
/bitwize-music:new-album
Present a multi-album summary if multiple are in progress:
You have X albums. Here's the most actionable:
PRIORITY 1: [album-name] ([genre])
Status: [status] | Progress: [X/Y tracks]
→ [Recommended action]
Also in progress:
- [album-2] — [brief status]
Examples
Example 1: Album in Writing Phase
/bitwize-music:resume my-album
📁 Album: My Album
Location: ~/bitwize-music/artists/bitwize/albums/rock/my-album/
Status: In Progress
📊 Progress:
- Tracks: 3 completed / 8 total
- Not Started: 3
- In Progress: 2
- Final: 3
📍 Current Phase: Writing Lyrics
✅ What's Done:
- Tracks 1-3 have final lyrics
- Album concept and tracklist defined
⏭️ Next Steps:
1. Complete lyrics for Track 4 (in progress)
2. Complete lyrics for Track 5 (in progress)
3. Write lyrics for Tracks 6-8
Ready to continue? Tell me which track you'd like to work on.
Example 2: Album Ready for Generation
/bitwize-music:resume demo-album
📁 Album: Demo Album
Location: ~/bitwize-music/artists/bitwize/albums/electronic/demo-album/
Status: In Progress
📊 Progress:
- Tracks: 8 / 8 total (all lyrics complete)
- Final: 8
📍 Current Phase: Ready to Generate
✅ What's Done:
- All 8 tracks have complete lyrics
- All lyrics phonetically reviewed
- Suno Style and Lyrics boxes filled
⏭️ Next Steps:
1. Run Ready to Generate checkpoint (I'll verify everything)
2. Start generating on Suno
3. Log generation attempts
Shall I run the Ready to Generate checkpoint now?
Example 3: Album Not Found
/bitwize-music:resume my-album
❌ Album 'my-album' not found.
Available albums:
- demo-album (electronic) - In Progress
- example-tracks (hip-hop) - Complete
Did you mean one of these? Or use /bitwize-music:new-album to create a new album.
Implementation Notes
- Use MCP tools -
find_album,get_album_progress,list_tracks,update_sessioninstead of reading state.json directly - Case-insensitive matching - "Sample-Album" should match "sample-album"
- Handle missing albums gracefully - List what exists, don't error
- Be specific about next steps - Don't just say "continue working", say exactly what to do
- Include full paths - User needs to know where files are located
- Use emojis sparingly - Only for section headers in the report
Model
Use Sonnet 4.5 - This is a coordination/reporting task, not creative work.
GitHub 저장소
자주 묻는 질문
resume Skill이란 무엇인가요?
resume은(는) bitwize-music-studio이(가) 만든 Claude Skill입니다. Skill은 Claude가 필요할 때 불러오는 지침과 리소스를 묶어 추가 프롬프트 없이 resume 관련 작업을 수행할 수 있게 합니다.
resume은(는) 어떻게 설치하나요?
이 페이지의 설치 명령을 사용하세요. resume을(를) Claude Code 플러그인으로 추가하거나 저장소를 skills 디렉터리에 복제한 다음 Claude를 다시 시작해 Skill을 불러옵니다.
resume은(는) 어떤 카테고리에 속하나요?
resume은(는) 기타 카테고리에 속합니다.
resume은(는) 무료로 사용할 수 있나요?
네. resume은(는) AIMCP에 등록되어 있으며 무료로 설치할 수 있습니다.
연관 스킬
LlamaGuard는 폭력 및 혐오 발언 등 6가지 안전 범주에서 LLM 입력과 출력을 조정하기 위한 Meta의 70-80억 파라미터 모델입니다. 94-95% 정확도를 제공하며 vLLM, Hugging Face 또는 Amazon SageMaker를 사용해 배포할 수 있습니다. 이 기술을 사용하여 AI 애플리케이션에 콘텐츠 필터링 및 안전 가드레일을 손쉽게 통합하세요.
이 Claude Skill은 리소스 적정화, 태깅 전략, 지출 분석을 통해 개발자들이 클라우드 비용을 최적화할 수 있도록 지원합니다. AWS, Azure, GCP에서 클라우드 비용을 절감하고 비용 거버넌스를 구현하기 위한 프레임워크를 제공합니다. 인프라 비용을 분석하거나, 리소스를 적정화하거나, 예산 제약을 충족해야 할 때 사용하세요.
이 Claude Skill은 스프레드, 오버/언더, 프로프 베트를 포함한 스포츠 베팅 시장을 분석합니다. 역사적 추이와 상황별 통계를 검토하여 가치 베트를 발견하고, 교육적 목적으로 실행 가능한 권장 사항이 담긴 구조화된 마크다운 결과를 제공합니다. 개발자는 이 기능을 스포츠 베팅 분석 도구에 활용할 수 있으며, 단순히 엔터테인먼트/교육 목적으로만 설계되었음을 유의해야 합니다.
이 스킬은 bitsandbytes를 사용하여 LLM을 8비트 또는 4비트 정밀도로 양자화하며, 최소한의 정확도 손실로 50-75%의 메모리 감소를 달성합니다. 제한된 GPU 메모리에서 더 큰 모델을 실행하거나 추론을 가속화하는 데 이상적이며, INT8, NF4, FP4와 같은 형식을 지원합니다. 이 스킬은 HuggingFace Transformers와 통합되어 QLoRA 학습 및 8비트 옵티마이저를 가능하게 합니다.
