Skills-4-SE MCP — 사용 사례, 설치 & 라이브 데모

왜 쓰나요

핵심 기능

8 themed packs with 180+ total skills
Install scripts for single pack, multiple packs, or everything
Web-based Skills Manager for browsing and selecting
Each skill has documented I/O, failure modes, and eval criteria
Covers full SDLC — requirements through post-merge maintenance

라이브 데모

실제 사용 모습

skills-4-se-skill.replay ▶ 준비됨

0/0

설치

클라이언트 선택

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

{
  "mcpServers": {
    "skills-4-se-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/ArabelaTso/Skills-4-SE",
        "~/.claude/skills/Skills-4-SE"
      ],
      "_inferred": true
    }
  }
}

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

~/.cursor/mcp.json · .cursor/mcp.json

{
  "mcpServers": {
    "skills-4-se-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/ArabelaTso/Skills-4-SE",
        "~/.claude/skills/Skills-4-SE"
      ],
      "_inferred": true
    }
  }
}

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

VS Code → Cline → MCP Servers → Edit

{
  "mcpServers": {
    "skills-4-se-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/ArabelaTso/Skills-4-SE",
        "~/.claude/skills/Skills-4-SE"
      ],
      "_inferred": true
    }
  }
}

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

~/.codeium/windsurf/mcp_config.json

{
  "mcpServers": {
    "skills-4-se-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/ArabelaTso/Skills-4-SE",
        "~/.claude/skills/Skills-4-SE"
      ],
      "_inferred": true
    }
  }
}

Claude Desktop과 같은 형식. Windsurf 재시작 후 적용.

~/.continue/config.json

{
  "mcpServers": [
    {
      "name": "skills-4-se-skill",
      "command": "git",
      "args": [
        "clone",
        "https://github.com/ArabelaTso/Skills-4-SE",
        "~/.claude/skills/Skills-4-SE"
      ]
    }
  ]
}

Continue는 맵이 아닌 서버 오브젝트 배열 사용.

~/.config/zed/settings.json

{
  "context_servers": {
    "skills-4-se-skill": {
      "command": {
        "path": "git",
        "args": [
          "clone",
          "https://github.com/ArabelaTso/Skills-4-SE",
          "~/.claude/skills/Skills-4-SE"
        ]
      }
    }
  }
}

context_servers에 추가. 저장 시 Zed가 핫 리로드.

claude mcp add skills-4-se-skill -- git clone https://github.com/ArabelaTso/Skills-4-SE ~/.claude/skills/Skills-4-SE

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

사용 사례

실전 활용법: Skills-4-SE

Install the Bug Fixing Suite for systematic defect triage

👤 Engineers dealing with a growing bug backlog ⏱ ~20 min beginner

언제 쓸까: You have unclear bug reports piling up and want Claude to reproduce, triage, and fix them with discipline.

사전 조건

Clone the repo — git clone https://github.com/ArabelaTso/Skills-4-SE ~/.claude/skills/Skills-4-SE

흐름

Install only the bug-fixing pack

cd ~/.claude/skills/Skills-4-SE/skill-packs && ./install-packs.sh bug-fixing✓ 복사됨

→ 12 bug-fixing skills land in ~/.claude/skills/
Point Claude at a failing report

Use the bug-fixing skills: here's the report. Reproduce, isolate, propose a fix with tests.✓ 복사됨

→ Repro + failing test + patch, not a one-shot guess

결과: A discipline around bug work that survives across engineers.

함정

Installing all 180+ skills and watching context bloat — Install only the packs you're actively using; uninstall others

함께 쓰기: git · filesystem

Run the Security Scanner Suite on a codebase

👤 Teams doing pre-release security reviews ⏱ ~40 min intermediate

언제 쓸까: Before shipping a release, or when onboarding a new repo.

흐름

Install security pack

./install-packs.sh security-scanner✓ 복사됨

→ 13 security skills installed
Run the audit flow

Run the security-scanner suite on this repo — secret scanning, SAST, dependency audit, IaC config review.✓ 복사됨

→ Report with findings grouped by severity

결과: A repeatable pre-release security checklist driven by Claude.

함정

Treating findings as final without human review — The skills flag; humans triage. Keep a person on the other side.

함께 쓰기: github

Turn a vague feature request into a written spec

👤 Tech leads turning 'we should add X' into something buildable ⏱ ~30 min intermediate

언제 쓸까: Early in a project, when the requirements are fuzzy.

흐름

Install requirements pack

./install-packs.sh requirements-engineering✓ 복사됨

→ 12 requirements skills installed
Use them on your feature idea

Use requirements-engineering skills: 'we need a user dashboard'. Walk me through elicitation, acceptance criteria, and edge cases.✓ 복사됨

→ Questions back at you, then a structured spec

결과: A spec you can hand to an implementer without ambiguity.

함께 쓰기: jira-skill

조합

다른 MCP와 조합해 10배 효율

skills-4-se-skill + github

Run Security Scanner pack across an org's repos and open tracking issues for findings

Run security-scanner on each repo in org acme. Open a GitHub issue per high-severity finding.✓ 복사됨

도구

이 MCP가 노출하는 것

도구	입력	언제 호출
install-all-packs.sh	none	Rarely — prefer targeted packs
install-packs.sh	pack name(s)	Normal install path
install.sh	from a single pack dir	Inside a specific pack dir

비용 및 제한

운영 비용

API 쿼터: None
호출당 토큰: Varies per skill — typically 2–10k per invocation
금액: Free, OSS
팁: Install only packs you'll use — unused SKILL.md files still get surfaced to Claude's skill picker and eat tokens

보안

권한, 시크릿, 파급범위

자격 증명 저장: Skills themselves store no credentials; any that wrap APIs (e.g. security scanners) read from env

데이터 외부 송신: None from the skill layer

Review each pack's SKILL.md before installing — 180+ skills is a lot of surface.

문제 해결

자주 발생하는 오류와 해결

install.sh: permission denied

chmod +x install.sh before running

확인: ls -l install.sh

Too many skills loaded, context full

Remove packs you don't use: rm -rf ~/.claude/skills/<pack>

확인: ls ~/.claude/skills/

대안

Skills-4-SE 다른 것과 비교

대안	언제 쓰나	단점/장점
clawfu-skills	You want marketing skills instead of engineering	Different domain
DSkills	You want fewer, sharper CLI-oriented skills	Much smaller surface

Skills-4-SE