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metaskill

제작: xvirobotics · xvirobotics/metaskill

/metaskill command that researches your domain, then builds a 4-6 agent team with routing docs, skills, coding standards, and MCP config.

xvirobotics/metaskill is a Claude Code skill that generates AI agent teams from one prompt. Four phases: Research (web searches on industry team structures, existing agents, MCPs, best practices) → Build (routing docs, 4-6 specialized agents, 2-4 skills, coding standards, MCP config) → Credentials (optional API key collection) → Verify. Detects intent to route between team generation, single-agent creation, and single-skill creation. Default output: tech-lead (Opus) + specialists (Sonnet) across frontend/backend/testing/design with mandatory code review gates.

▶ 데모 보기 📦 설치 💡 사용 사례

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핵심 기능

라이브 데모

실제 사용 모습

metaskill-skill.replay ▶ 준비됨
0/0

설치

작성자 저장소 · Claude Skills 공식 문서

사용 사례

실전 활용법: metaskill

Bootstrap an AI agent team for a fullstack project

👤 Founders and solo devs who want structured multi-agent setups ⏱ ~20 min beginner

언제 쓸까: Starting a new project and you'd like proper agent separation instead of one overloaded Claude.

흐름
  1. Describe the project
    /metaskill fullstack web app with React, TanStack, Postgres, Stripe subscriptions.✓ 복사됨
    → Research phase runs web searches; then build phase produces routing + agents + skills
  2. Review the generated team
    Walk me through each agent's scope and the routing rules between them.✓ 복사됨
    → Clear per-agent responsibility with no overlap
  3. Provide credentials (optional)
    Skip credentials for now — I'll add them later.✓ 복사됨
    → Skill proceeds to verification without blocking

결과: A working multi-agent setup you can start using immediately.

함정
  • Generated team has too many roles for a 1-person project — Use the single-agent mode instead ('create a single agent for X')
함께 쓰기: github · filesystem

Create one specialized agent for an existing workflow

👤 Devs who already have a project and want to add one role ⏱ ~10 min beginner

언제 쓸까: You need a 'security reviewer' agent but already have everything else.

흐름
  1. Invoke single-agent mode
    /metaskill — a single security reviewer agent for a Node.js API.✓ 복사됨
    → Targeted agent file with scope, not a full team

결과: One focused agent integrated into your existing setup.

Generate a single deploy skill without building a whole team

👤 Devs formalizing a workflow ⏱ ~15 min beginner

언제 쓸까: You keep running the same deploy steps manually and want a skill for it.

흐름
  1. Invoke single-skill mode
    /metaskill — a deploy-to-staging skill for Cloudflare Workers with rollback on health-check failure.✓ 복사됨
    → SKILL.md with triggers and steps

결과: A reusable skill you can install right away.

함께 쓰기: skillcheck-free-skill

조합

다른 MCP와 조합해 10배 효율

metaskill-skill + skillcheck-free-skill

Validate Metaskill's generated SKILL.md files against the agentskills spec before using them

After /metaskill, run SkillCheck on every generated SKILL.md.✓ 복사됨
metaskill-skill + github

Commit the generated team structure as a first PR to seed your repo

After generation, commit .claude/ and agent docs in a single 'seed' PR.✓ 복사됨

도구

이 MCP가 노출하는 것

도구입력언제 호출비용
generate_team project description Fresh project 0 + web search tokens
generate_single_agent role description Existing team, need one more role 0
generate_single_skill workflow description Formalizing a repeated workflow 0
verify generated files Auto-run after generation 0

비용 및 제한

운영 비용

API 쿼터
Uses web search during research phase
호출당 토큰
High for team generation (research + build); lower for single-agent/skill modes
금액
Free — skills are local files. Web search may count against your own MCP's quotas.
팁
Use single-agent mode when you don't need a full team; it's much cheaper.

보안

권한, 시크릿, 파급범위

자격 증명 저장: No credentials in the skill itself. Credentials phase asks for your API keys if you opt-in.
데이터 외부 송신: Research phase performs web searches

문제 해결

자주 발생하는 오류와 해결

Wrong trigger keywords — generates a skill when you wanted a team

Phrase the project description clearly; 'fullstack web app' triggers team mode, 'a skill for X' triggers skill mode.

대안

metaskill 다른 것과 비교

대안언제 쓰나단점/장점
Manual agent designYou have strong opinions about role structureMore control, much slower
rootnode-skillYou want Project-level engineering rather than agent-team generationDifferent axis — Claude Projects vs Claude Code multi-agent

더 보기

리소스

📖 GitHub에서 공식 README 읽기

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