Skill-MCP
Skill-MCP ๐
ๆๆ่ฝๅฝไฝๆฐๆฎ็ไธไธไปฃ AI Agent ๆ่ฝๆณจๅไธญๅฟไธ่ฎค็ฅๅๅๅผๆ Next-Gen AI Agent Skill Registry & Cognitive Rule Engine
๐ ๆ ธๅฟ็ๅฟตไธๆถๆ้ฉๆฐ
ไผ ็ป็ Agent ๆ่ฝ็ๆ้ขไธดไธคๅคง่กไธ็็น๏ผ
ๆ่ฝๆฃ็ดขไฝๆ๏ผ็ฎๅ็ๅ ณ้ฎ่ฏๅน้ ๆ ๆณๅบๅฏน้ฟๅฐพ้ๆฑ๏ผๅคๆ่ฝไธฒ่็ผบไนไพ่ต่งฃๆไธๆฐๆฎๆต่งๅ่ฝๅใ
ๅๅๅ่ง่็ผบๅคฑ๏ผๅฝๅๅๅใไปฃ็ ๅฎกๆฅใๆทฑๅบฆๆ่ใๆไบค่ง่็ญโ่ง็ฉ๏ผRules๏ผโ๏ผๅจๆฒกๆๆ็กฎ่งฆๅ่ฏๆถ๏ผAI ๅ ไนๆฐธ่ฟไธไผไธปๅจ่ฐ็จใ
Skill-MCP ๆๅบไบ**ใๅ่ฝจๅถๆ่ฝๆถๆ๏ผDual-Track Skill Architecture๏ผใ**๏ผ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
โ AI Client (Claude/Cursor)โ
โโโโโโโโโโโโโโโฌโโโโโโโโโโโโโโ
โ
skill_search("...")
โ
โผ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
โ Skill-MCP โ
โโโโโโโโโโโโโโโโโโโโโโโโฌโโโโโโโโโโโโโโโโโโโโโโโโค
โ โ โ
ใๆ้ๆฃ็ดขใ โผ โผ ใๅผบๅถๆณจๅ
ฅใ โ
โโโโโโโโโโโโโโโโโโโโโโโโโโโ โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ โ
โ Tool Skills (ๅทฅๅ
ทๅ) โ โ Rule Skills (ๅๅๅ) โ โ
โโโโโโโโโโโโโโโโโโโโโโโโโโโค โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโค โ
โ โข BM25 + ๅ้ๆททๅๅฌๅ โ โ โข ่ทณ่ฟๆ็ดข็ซไบ โ โ
โ โข ๅคๆ่ฝๅทฅไฝๆต DAG ่งๅ โ โ โข ้ๆฏๆฌกๆฃ็ดขๆ ๆกไปถ่ท่ฝฆ้ๅธฆ โ โ
โ โข ๆฒ็ฎฑ้็ฆปไธ HITL ๆ้ โ โ โข ๅผบๅถ่ง่ AI ๆ่ไธไปฃ็ ้ฃๆ ผโ โ
โโโโโโโโโโโโโฌโโโโโโโโโโโโโโ โโโโโโโโโโโโโโฌโโโโโโโโโโโโโโโโ โ
โ โ โ
โโโโโโโโโโโโโโโโโโโโฌโโโโโโโโโโโโโโโโโโ โ
โผ โ
โโโโโโโโโโโโโโโโโโโโโโโโ โ
โ ็ปไธ Payload ่ฟๅ็ป AIโ โ
โโโโโโโโโโโโโโโโโโโโโโโโ โ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโRelated MCP server: Agent Workflow MCP Server
๐ Skill-MCP ๆ่ฝๆ ๅ่ง่ (The Skill Standard)
ๆๆๅญๆพๅจ skills/ ไธ็ๆ่ฝๅ้็จ็ปไธ็**ใไธไฝไธไฝใ**็ป็ปๆ ๅ๏ผ
skills/<namespace>/<skill-name>/
โโโ skill.json # 1. ๆบๅจๅฅ็บฆ๏ผๅ
ๆฐๆฎใIO Schemaใๆ้ใๆง่กๅ
ฅๅฃใskillType๏ผ
โโโ SKILL.md # 2. AI ๆง่ก SOP ๆๅ๏ผ่ง่ฒๅฎไฝใๆญฃๅไพใๆญฅ้ชค่ง่๏ผ
โโโ scripts/ # 3. ๅฏๆง่ก่ๆฌๅทฅๅ
ท๏ผ่ชๅจๅๆ ก้ชๅจใๆฐๆฎๆๅ่ๆฌใ่ฝฌๆขๅจ็ญ๏ผ
โโโ run.ts1. skill.json ๅฅ็บฆๅฎไน
{
"schemaVersion": 1,
"name": "naming-conventions",
"namespace": "dev",
"version": "1.0.0",
"description": "ไปฃ็ ไธๅ้ๅฝๅ่ง่ๅฎ้จไบบ๏ผๅผบๅถ็ปไธ AI ไปฃ็ ๅฝๅ้ฃๆ ผ๏ผ็บฆๆๅธๅฐ่ฐ่ฏใๅฝๆฐๅจ่ฏๅ็ผไธๅธธ้ๅคงๅใ",
"category": "dev",
"tags": ["naming-conventions", "code-style", "rules"],
"triggers": ["naming", "variable", "refactor", "code"],
"keywords": ["naming", "camelCase", "snake_case"],
"whenToUse": "ๅจ็ๆใ้ๆๆๅฎกๆฅไปปไฝ็ผ็จ่ฏญ่จ็ไปฃ็ ๆถๅฟ
้กป้ตๅฎ",
"whenNotToUse": "็ผๅ็บฏๆๆฌ่ฏดๆๆๆ ไปฃ็ ็ๆ็้ฒ่ๅบๆฏๆ ้้ตๅฎ",
// ๆ ธๅฟๅบๅ๏ผ'tool' (ๆ้ๆ็ดขๅทฅๅ
ท) | 'rule' (ๆฐธ่ฟ็ๆ็ๅๅ)
"skillType": "rule",
"useCases": [
{ "task": "ๅฎกๆฅๅนถ่ง่็ๆ็ๅ้ไธๅฝๆฐๅฝๅ" }
],
"preconditions": {},
"io": {
"input": { "semanticType": "text" },
"output": { "semanticType": "text" }
},
"capabilities": ["dev:naming-conventions"],
"consumes": [],
"dependencies": [],
"permissions": {
"fsRead": ["*"],
"fsWrite": [],
"network": [],
"tools": [],
"env": [],
"maxDurationMs": 5000,
"maxCostCents": 0,
"mutating": false
},
"entrypoint": {
"kind": "inline",
"code": "return { applied: true, rule: 'dev:naming-conventions' };"
},
"status": "active"
}2. SKILL.md ็ผๅ่ง่
Frontmatter๏ผๅ ๅซ
name,namespace,version,skillType,descriptionใๆญฃๅ่ง่ (Do's)๏ผๅ็นๅๅบๆ็กฎ็่กไธบๅฎๅใ
ๅไพๅฏน็ ง (Bad vs Good)๏ผๅฟ ้กปๆไพๆพๅผ็ๅฏนๆฏไปฃ็ ๅ๏ผๆถ้ค LLM ็่งฃๆญงไนใ
๐ ๏ธ MCP ๅทฅๅ ท็ฉ้ต (9 Tools)
ๅทฅๅ ทๅ็งฐ | ่่ดฃๅฎไฝ |
| ๆททๅๆฃ็ดขๅทฅๅ
ทๅๆ่ฝ๏ผๅนถ่ชๅจๆณจๅ
ฅๅ
จๅฑ็ๆ็ๅๅๅๆ่ฝ๏ผ |
| ๆฅ็ๆ่ฝไพ่ตๆๆใ็ๆฌๅฒ็ชใๅพช็ฏไพ่ตไธๆไปถๅๅธ |
| ่ทๅๆ่ฝ็ๅฎๆด |
| ๅบไบๆๆๅพไธๅๅฒๆๅ้ ๆน๏ผRecipes๏ผ๏ผ่ชๅจ่งๅๅคๆ่ฝ DAG ๆฐๆฎๆตๅทฅไฝๆต |
| ๅจๅฎๅ จๆฒ็ฎฑ๏ผNode/Inline/Shell๏ผไธญๅๆญฅๆง่กๆ่ฝ๏ผๅๆ้ๆจกๅ๏ผBroker๏ผ็ฎกๆง |
| ็ผๆๆง่กๅฎๆด็ๅทฅไฝๆต DAG๏ผๆฏๆไธค้ถๆฎตไบบๅทฅไปๅ ฅๆๆ๏ผHITL๏ผ |
| ไธๆฅๆ่ฝๆง่กๅ้ฆ๏ผ่งฆๅ Thompson Sampling ไธ Elo ่็ๅจๆ้ๆ |
| ๅจๆๆณจๅๆฐๆ่ฝ๏ผๆฏๆๅ ๅฎนๅฏปๅใTOFU ็ญพๅ็ปๅฎไธ่ดจ้้จ็ฆ |
| ๆฅ็ๆ่ฝ็ๅๅฒ่ฐ็จ้ขๆฌกใ่็ใElo ๅๆฐไธ็ญ้จๆ่ฝ้ ๆน |
๐ ๅฟซ้ไธๆ
็ฏๅข่ฆๆฑ
Node.js:
>= 24.0.0(ๅ็ๆฏๆ TypeScript ็ฑปๅๅฅ็ฆปไธ SQLite)
1. ๆฌๅฐ่ฟ่ก (Stdio ๆจกๅผ)
็ดๆฅไฝไธบๆฌๅฐ MCP ๆๅก้ๆๅฐ Claude Desktop ๆ Cursor๏ผ
# ๅฎ่ฃ
ไพ่ต
npm install
# ่ฟ่กๆต่ฏๅฅไปถ๏ผ91 ้กน่ชๅจๅๆต่ฏ๏ผ
npm test
# ๅฏๅจ Stdio MCP ๆๅก
npm start2. ๆฌๅฐ/ๆๅกๅจ HTTP ๆจกๅผ (Streamable HTTP / SSE)
# ๅฏๅจ HTTP ๆๅก๏ผ็ๅฌ 0.0.0.0:3000
node src/main.ts --http --host 0.0.0.0 --port 3000ๆๅกๅฐฑ็ปช็ซฏ็น๏ผhttp://127.0.0.1:3000/mcp (ๆฏๆ JSON-RPC ไธ Server-Sent Events ๆตๅผๅๅบ)ใ
๐ณ Docker ้จ็ฝฒ
# ๆๅปบ้ๅ
docker build -t skill-mcp:latest .
# ๅๅฐ่ฟ่กๅฎนๅจ๏ผๆฐๆฎๆไน
ๅๆ่ฝฝ๏ผ
docker run -d \
-p 3000:3000 \
--name skill-mcp \
-v $(pwd)/data:/app/data \
skill-mcp:latest๐ ๅฎขๆท็ซฏ้ ็ฝฎ็คบไพ
Claude Desktop (claude_desktop_config.json)
ๆฌๅฐ่ฟ็จๆนๅผ (Stdio):
{
"mcpServers": {
"skill-mcp": {
"command": "node",
"args": ["/path/to/Skill-mcp/src/main.ts"]
}
}
}่ฟ็จๆๅกๅจๆนๅผ (HTTP):
{
"mcpServers": {
"remote-skill-mcp": {
"url": "http://your-server-ip:3000/mcp"
}
}
}๐ก๏ธ ๅๅๅๆ่ฝ็ๆ (Built-in Rule Skills)
ๅฝๅๅ ็ฝฎไบ 13 ๅฅ้กถ็บง่ฎค็ฅไธๅทฅ็จๅฎ้จไบบๅๅ๏ผ
๐ Git ๆไบค่ง่๏ผ
dev:git-conventional-commits๐ ็ฑปๅๅฎๅ จ้ฒๅพก๏ผ
dev:typescript-strict-guard๐ ไปฃ็ ๅฝๅๅฎ้จ๏ผ
dev:naming-conventions๐ ไปฃ็ ๅฎๅ จๅฎกๆฅ๏ผ
dev:code-review-guard๐ SOLID ๆถๆๅๅ๏ผ
arch:clean-code-solid๐ ไผไธ็บง RESTful๏ผ
web:restful-api-standard๐ ็ฐไปฃ Web ็พๅญฆ๏ผ
design:modern-ui-aesthetics๐ง ้ช่ฏ้พๆ่ (CoVe)๏ผ
reasoning:chain-of-verification๐ง ๅจๆๆ็ปด้พ๏ผ
reasoning:sequential-thinking๐ง ไธฐ็ฐ 5-Whys๏ผ
reasoning:root-cause-5whys๐ง ้ญ้ฌผไปฃ่จไบบ (ๅฏนๆ)๏ผ
reasoning:adversarial-critic๐ง ็ฌฌไธๆงๅ็ๆจๅฏผ๏ผ
reasoning:first-principles๐ง ๅคๅๅ้ๅๅณ็ญ๏ผ
reasoning:decision-tradeoff-matrix
๐ ๅผๆบ่ฎธๅฏ่ฏ
ๆฌ้กน็ฎๅบไบ MIT License ๅผๆบๅๅธใ
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