skills MCP — 사용 사례, 설치 & 라이브 데모

Name: skills MCP Server
Author: infranodus

왜 쓰나요

핵심 기능

15+ skills augmenting thinking, not just producing output
InfraNodus MCP integration for knowledge-graph analysis
Critical-perspective and perspective-reversal skills
SEO gap analysis via information supply/demand graphs
Writing, ontology, and persistent wiki builders
Actionize: convert research into executable plans

라이브 데모

실제 사용 모습

skills-skill-6.replay ▶ 준비됨

0/0

설치

클라이언트 선택

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

{
  "mcpServers": {
    "skills-skill-6": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/infranodus/skills",
        "~/.claude/skills/skills"
      ],
      "_inferred": true
    }
  }
}

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

~/.cursor/mcp.json · .cursor/mcp.json

{
  "mcpServers": {
    "skills-skill-6": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/infranodus/skills",
        "~/.claude/skills/skills"
      ],
      "_inferred": true
    }
  }
}

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

VS Code → Cline → MCP Servers → Edit

{
  "mcpServers": {
    "skills-skill-6": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/infranodus/skills",
        "~/.claude/skills/skills"
      ],
      "_inferred": true
    }
  }
}

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

~/.codeium/windsurf/mcp_config.json

{
  "mcpServers": {
    "skills-skill-6": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/infranodus/skills",
        "~/.claude/skills/skills"
      ],
      "_inferred": true
    }
  }
}

Claude Desktop과 같은 형식. Windsurf 재시작 후 적용.

~/.continue/config.json

{
  "mcpServers": [
    {
      "name": "skills-skill-6",
      "command": "git",
      "args": [
        "clone",
        "https://github.com/infranodus/skills",
        "~/.claude/skills/skills"
      ]
    }
  ]
}

Continue는 맵이 아닌 서버 오브젝트 배열 사용.

~/.config/zed/settings.json

{
  "context_servers": {
    "skills-skill-6": {
      "command": {
        "path": "git",
        "args": [
          "clone",
          "https://github.com/infranodus/skills",
          "~/.claude/skills/skills"
        ]
      }
    }
  }
}

context_servers에 추가. 저장 시 Zed가 핫 리로드.

claude mcp add skills-skill-6 -- git clone https://github.com/infranodus/skills ~/.claude/skills/skills

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

사용 사례

실전 활용법: skills

Get a critical perspective on a plan before committing

👤 Strategists, researchers, founders ⏱ ~30 min intermediate

언제 쓸까: You have a plan and want assumptions + counterpoints surfaced.

사전 조건

Skill installed — git clone https://github.com/infranodus/skills ~/.claude/skills/skills
InfraNodus account for deeper analyses — Free tier at infranodus.com

흐름

Run critical-perspective

Run critical-perspective on this plan.md. Surface assumptions, counterpoints, missing alternatives.✓ 복사됨

→ Numbered objections grounded in the text
Reverse perspectives

Now perspective-reversal — what would the strongest critic of this plan propose instead?✓ 복사됨

→ A coherent opposing plan

결과: A stress-tested plan with explicit counter-argument.

함정

Dismissing reversal output because it disagrees with you — The point is to steelman — sit with the discomfort

함께 쓰기: swing-skill

Find informational supply/demand gaps in an SEO topic

👤 Content strategists, SEOs ⏱ ~30 min intermediate

언제 쓸까: Planning new content and want gaps, not keyword lists.

흐름

Feed topic + competitors

Run the SEO Analysis skill on topic 'vector databases' with top 5 competitor URLs. Graph the gaps.✓ 복사됨

→ Gap report with under-covered entities

결과: A content plan grounded in gap analysis rather than keyword volume.

함께 쓰기: superseo-skill

Build a persistent wiki that your LLM can re-use across sessions

👤 Knowledge workers with recurring domain work ⏱ ~60 min intermediate

언제 쓸까: You keep re-explaining your domain to Claude every session.

흐름

Seed the wiki

Use the LLM Wiki skill. Domain: medical imaging pipelines. Seed with these 10 notes.✓ 복사됨

→ Structured wiki with cross-links
Use it in future sessions

Pull my medical-imaging wiki for context on this task.✓ 복사됨

→ Wiki loads, context-aware answers

결과: Reusable domain memory.

함께 쓰기: planning-with-files-skill

Convert a research note into an executable plan with reminders

👤 Anyone who researches but doesn't execute ⏱ ~15 min beginner

언제 쓸까: You did the research; now you need actions.

흐름

Actionize

Run Actionize on research.md — turn conclusions into a dated action plan.✓ 복사됨

→ Plan with owners and dates

결과: Research that actually leads somewhere.

조합

다른 MCP와 조합해 10배 효율

skills-skill-6 + swing-skill

Layer Swing's cognitive firewalls with InfraNodus' graph analysis

After swing-review, run critical_perspective to surface what swing missed.✓ 복사됨

skills-skill-6 + superseo-skill

Bring InfraNodus gap analysis into SEO topic planning

Run seo_gap_analysis, feed to superseo topic-cluster-planning.✓ 복사됨

도구

이 MCP가 노출하는 것

도구	입력	언제 호출	비용
critical_perspective	text	Stress-testing	InfraNodus quota
perspective_reversal	text	Breaking confirmation bias	InfraNodus quota
ontology_creator	domain notes	Knowledge structuring	InfraNodus quota
seo_gap_analysis	topic + competitors	Content planning	InfraNodus quota
llm_wiki	domain + notes	Reusable memory	Local
actionize	research text	Research -> execution	0
vipassana_for_llms	task	Fixation / loop detection	0

비용 및 제한

운영 비용

API 쿼터: InfraNodus free tier available; paid for heavy graph work
호출당 토큰: Moderate
금액: Free tier generous
팁: Use local skills (actionize, vipassana_for_llms) freely; gate graph analyses to when you need depth

보안

권한, 시크릿, 파급범위

자격 증명 저장: INFRANODUS_API_KEY in env when using graph features

데이터 외부 송신: Texts sent to InfraNodus for graph analysis

문제 해결

자주 발생하는 오류와 해결

InfraNodus requests fail

Check API key + quota at infranodus.com

Critical-perspective feels generic

Supply more context — the skill needs material to disagree with

대안

skills 다른 것과 비교

대안	언제 쓰나	단점/장점
swing-skills	You want cognitive firewalls rather than graph augmentation	No graph analysis

skills