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SkillForge

제작: tripleyak · tripleyak/SkillForge

Phase-based skill router + creator — triages each request, analyzes via 11 thinking lenses, generates XML specs, and runs multi-agent approval before shipping.

SkillForge is a meta-skill for Claude Code and Codex that decides whether to USE an existing skill, IMPROVE one, CREATE new, or COMPOSE from multiple. It runs 4 phases: triage → deep 11-lens analysis → XML spec → generation with multi-agent synthesis. v5.0 streamlined the SKILL.md to 313 lines with lazy-loaded references so the context stays lean.

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핵심 기능

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실제 사용 모습

skillforge-skill.replay ▶ 준비됨
0/0

설치

작성자 저장소 · Claude Skills 공식 문서

사용 사례

실전 활용법: SkillForge

Find the right existing skill instead of reinventing one

👤 Anyone with a big skill library and no memory of what's installed ⏱ ~5 min beginner

언제 쓸까: You have a task and aren't sure if something already covers it.

흐름
  1. Describe the task
    Use skillforge. I need to turn our docs site into a searchable knowledge base.✓ 복사됨
    → Triage returns USE_EXISTING with a recommendation (e.g. skill-seekers)
  2. Confirm and hand off
    Good — run that skill.✓ 복사됨
    → Routes to the recommended skill

결과: You use what's already there rather than writing a new skill.

함정
  • Triage is over-eager to create new — Explicitly ask 'prefer USE_EXISTING unless match score < 70%'
함께 쓰기: skill-seekers-skill

Create a new skill with engineered rigor

👤 Skill authors who want quality, not vibes ⏱ ~30 min intermediate

언제 쓸까: Triage returned CREATE_NEW and you want the full 4-phase generation.

흐름
  1. Approve triage
    skillforge — CREATE_NEW for a skill that drafts ADRs from design discussions.✓ 복사됨
    → Phase 1 analysis begins with 11 lenses
  2. Review the spec
    Show me the XML spec before generation.✓ 복사됨
    → Structured spec you can critique
  3. Run synthesis
    Generate, then run the multi-agent panel.✓ 복사됨
    → Panel verdict with unanimous approval or concrete objections

결과: A production-quality SKILL.md ready to install.

함정
  • Panel stuck in endless loop — Cap iterations — SkillForge supports an iteration limit flag
함께 쓰기: skill-seekers-skill

조합

다른 MCP와 조합해 10배 효율

skillforge-skill + skill-seekers-skill

Use SkillForge to decide, then Skill Seekers to actually ingest sources for CREATE_NEW

skillforge triage, then if CREATE_NEW, use skill-seekers to pull in the docs.✓ 복사됨
skillforge-skill + filesystem

Skill output goes straight into ~/.claude/skills/

Write the generated SKILL.md and references to ~/.claude/skills/<name>/.✓ 복사됨

도구

이 MCP가 노출하는 것

도구입력언제 호출비용
Phase 0 triage task description + skill library Start of every request 0
Phase 1 deep analysis (11 lenses) task After triage, before generation 0
Phase 2-3 XML spec + generation analysis CREATE_NEW or IMPROVE_EXISTING 0
Phase 4 multi-agent synthesis draft Final quality gate 0

비용 및 제한

운영 비용

API 쿼터
None
호출당 토큰
Full 4-phase generation is token-heavy (10-30k)
금액
Free — skill is local
팁
Use triage-only for simple routing; invoke full pipeline only for real skill authoring.

보안

권한, 시크릿, 파급범위

자격 증명 저장: No credentials — skill is prompts
데이터 외부 송신: None from the skill itself

문제 해결

자주 발생하는 오류와 해결

Triage picks wrong verdict

Provide the current skill library list so triage can match properly.

Multi-agent panel keeps rejecting

Check the objections — often a missing section in the spec. Fix once, re-run.

Generated skill feels generic

Give more source material in Phase 1; skill quality follows source quality.

대안

SkillForge 다른 것과 비교

대안언제 쓰나단점/장점
skill-seekers-skillYou want document-ingest-first rather than analysis-firstSeekers is heavier on source processing; SkillForge is heavier on engineering rigor
Manual SKILL.md authoringThe skill is small and you have a clear specFastest for trivial skills

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리소스

📖 GitHub에서 공식 README 읽기

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