metaskill MCP — 사용 사례, 설치 & 라이브 데모

왜 쓰나요

핵심 기능

/metaskill single command — no manual role design
Research phase runs live web searches so output reflects current ecosystem
Generates routing doc, agents, skills, standards, and MCP config in one pass
Three intent modes: full team / single agent / single skill
Default architecture uses Opus tech-lead + Sonnet specialists with review gates

라이브 데모

실제 사용 모습

metaskill-skill.replay ▶ 준비됨

0/0

설치

클라이언트 선택

~/Library/Application Support/Claude/claude_desktop_config.json · Windows: %APPDATA%\Claude\claude_desktop_config.json

{
  "mcpServers": {
    "metaskill-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/xvirobotics/metaskill",
        "~/.claude/skills/metaskill"
      ],
      "_inferred": true
    }
  }
}

Claude Desktop → Settings → Developer → Edit Config 열기. 저장 후 앱 재시작.

~/.cursor/mcp.json · .cursor/mcp.json

{
  "mcpServers": {
    "metaskill-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/xvirobotics/metaskill",
        "~/.claude/skills/metaskill"
      ],
      "_inferred": true
    }
  }
}

Cursor는 Claude Desktop과 동일한 mcpServers 스키마 사용. 프로젝트 설정이 전역보다 우선.

VS Code → Cline → MCP Servers → Edit

{
  "mcpServers": {
    "metaskill-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/xvirobotics/metaskill",
        "~/.claude/skills/metaskill"
      ],
      "_inferred": true
    }
  }
}

Cline 사이드바의 MCP Servers 아이콘 클릭 후 "Edit Configuration" 선택.

~/.codeium/windsurf/mcp_config.json

{
  "mcpServers": {
    "metaskill-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/xvirobotics/metaskill",
        "~/.claude/skills/metaskill"
      ],
      "_inferred": true
    }
  }
}

Claude Desktop과 같은 형식. Windsurf 재시작 후 적용.

~/.continue/config.json

{
  "mcpServers": [
    {
      "name": "metaskill-skill",
      "command": "git",
      "args": [
        "clone",
        "https://github.com/xvirobotics/metaskill",
        "~/.claude/skills/metaskill"
      ]
    }
  ]
}

Continue는 맵이 아닌 서버 오브젝트 배열 사용.

~/.config/zed/settings.json

{
  "context_servers": {
    "metaskill-skill": {
      "command": {
        "path": "git",
        "args": [
          "clone",
          "https://github.com/xvirobotics/metaskill",
          "~/.claude/skills/metaskill"
        ]
      }
    }
  }
}

context_servers에 추가. 저장 시 Zed가 핫 리로드.

claude mcp add metaskill-skill -- git clone https://github.com/xvirobotics/metaskill ~/.claude/skills/metaskill

한 줄 명령. claude mcp list로 확인, claude mcp remove로 제거.

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.

사전 조건

Skill cloned — git clone https://github.com/xvirobotics/metaskill ~/.claude/skills/metaskill

흐름

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
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
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

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

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

도구	입력	언제 호출	비용
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

Generated agents are suggestions — review them before granting them MCP tool access.

문제 해결

자주 발생하는 오류와 해결

Skill not invoked — Claude sets up agents manually

Use '/metaskill' as a literal trigger.

확인: ls ~/.claude/skills/metaskill/SKILL.md

SKILL.md frontmatter wrong

Re-clone; description drives activation.

확인: head ~/.claude/skills/metaskill/SKILL.md

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

대안	언제 쓰나	단점/장점
Manual agent design	You have strong opinions about role structure	More control, much slower
rootnode-skill	You want Project-level engineering rather than agent-team generation	Different axis — Claude Projects vs Claude Code multi-agent

metaskill