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Skill-MCP ๐Ÿš€

ๆŠŠๆŠ€่ƒฝๅฝ“ไฝœๆ•ฐๆฎ็š„ไธ‹ไธ€ไปฃ AI Agent ๆŠ€่ƒฝๆณจๅ†ŒไธญๅฟƒไธŽ่ฎค็Ÿฅๅ‡†ๅˆ™ๅผ•ๆ“Ž Next-Gen AI Agent Skill Registry & Cognitive Rule Engine

License: MIT Node: >=24 MCP Protocol Tests: 91 Passing


๐Ÿ“– ๆ ธๅฟƒ็†ๅฟตไธŽๆžถๆž„้ฉๆ–ฐ

ไผ ็ปŸ็š„ Agent ๆŠ€่ƒฝ็”Ÿๆ€้ขไธดไธคๅคง่กŒไธš็—›็‚น๏ผš

  1. ๆŠ€่ƒฝๆฃ€็ดขไฝŽๆ•ˆ๏ผš็ฎ€ๅ•็š„ๅ…ณ้”ฎ่ฏๅŒน้…ๆ— ๆณ•ๅบ”ๅฏน้•ฟๅฐพ้œ€ๆฑ‚๏ผŒๅคšๆŠ€่ƒฝไธฒ่”็ผบไนไพ่ต–่งฃๆžไธŽๆ•ฐๆฎๆต่ง„ๅˆ’่ƒฝๅŠ›ใ€‚

  2. ๅ‡†ๅˆ™ๅž‹่ง„่Œƒ็ผบๅคฑ๏ผšๅ‘ฝๅๅ‡†ๅˆ™ใ€ไปฃ็ ๅฎกๆŸฅใ€ๆทฑๅบฆๆ€่€ƒใ€ๆไบค่ง„่Œƒ็ญ‰โ€œ่ง„็Ÿฉ๏ผˆRules๏ผ‰โ€๏ผŒๅœจๆฒกๆœ‰ๆ˜Ž็กฎ่งฆๅ‘่ฏๆ—ถ๏ผŒAI ๅ‡ ไนŽๆฐธ่ฟœไธไผšไธปๅŠจ่ฐƒ็”จใ€‚

Skill-MCP ๆๅ‡บไบ†**ใ€ŒๅŒ่ฝจๅˆถๆŠ€่ƒฝๆžถๆž„๏ผˆDual-Track Skill Architecture๏ผ‰ใ€**๏ผš

                               โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
                               โ”‚   AI Client (Claude/Cursor)โ”‚
                               โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ฌโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
                                             โ”‚
                                     skill_search("...")
                                             โ”‚
                                             โ–ผ
                      โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
                      โ”‚                 Skill-MCP                    โ”‚
                      โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ฌโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค
                      โ”‚                      โ”‚                       โ”‚
     ใ€ๆŒ‰้œ€ๆฃ€็ดขใ€‘      โ–ผ                      โ–ผ     ใ€ๅผบๅˆถๆณจๅ…ฅใ€‘       โ”‚
  โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”         โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”‚
  โ”‚    Tool Skills (ๅทฅๅ…ทๅž‹)  โ”‚         โ”‚     Rule Skills (ๅ‡†ๅˆ™ๅž‹)   โ”‚ โ”‚
  โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค         โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค โ”‚
  โ”‚ โ€ข BM25 + ๅ‘้‡ๆททๅˆๅฌๅ›ž   โ”‚         โ”‚ โ€ข ่ทณ่ฟ‡ๆœ็ดข็ซžไบ‰             โ”‚ โ”‚
  โ”‚ โ€ข ๅคšๆŠ€่ƒฝๅทฅไฝœๆต DAG ่ง„ๅˆ’ โ”‚         โ”‚ โ€ข ้šๆฏๆฌกๆฃ€็ดขๆ— ๆกไปถ่ทŸ่ฝฆ้™„ๅธฆ โ”‚ โ”‚
  โ”‚ โ€ข ๆฒ™็ฎฑ้š”็ฆปไธŽ HITL ๆƒ้™  โ”‚         โ”‚ โ€ข ๅผบๅˆถ่ง„่Œƒ AI ๆ€่€ƒไธŽไปฃ็ ้ฃŽๆ ผโ”‚ โ”‚
  โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ฌโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜         โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ฌโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜ โ”‚
              โ”‚                                    โ”‚                 โ”‚
              โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ฌโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜                 โ”‚
                                 โ–ผ                                   โ”‚
                      โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”                       โ”‚
                      โ”‚ ็ปŸไธ€ Payload ่ฟ”ๅ›ž็ป™ AIโ”‚                       โ”‚
                      โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜                       โ”‚
                      โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜

Related MCP server: Agent Workflow MCP Server

๐Ÿ“ Skill-MCP ๆŠ€่ƒฝๆ ‡ๅ‡†่ง„่Œƒ (The Skill Standard)

ๆ‰€ๆœ‰ๅญ˜ๆ”พๅœจ skills/ ไธ‹็š„ๆŠ€่ƒฝๅ‡้‡‡็”จ็ปŸไธ€็š„**ใ€Œไธ‰ไฝไธ€ไฝ“ใ€**็ป„็ป‡ๆ ‡ๅ‡†๏ผš

skills/<namespace>/<skill-name>/
โ”œโ”€โ”€ skill.json         # 1. ๆœบๅ™จๅฅ‘็บฆ๏ผˆๅ…ƒๆ•ฐๆฎใ€IO Schemaใ€ๆƒ้™ใ€ๆ‰ง่กŒๅ…ฅๅฃใ€skillType๏ผ‰
โ”œโ”€โ”€ SKILL.md           # 2. AI ๆ‰ง่กŒ SOP ๆŒ‡ๅ—๏ผˆ่ง’่‰ฒๅฎšไฝใ€ๆญฃๅไพ‹ใ€ๆญฅ้ชค่ง„่Œƒ๏ผ‰
โ””โ”€โ”€ scripts/           # 3. ๅฏๆ‰ง่กŒ่„šๆœฌๅทฅๅ…ท๏ผˆ่‡ชๅŠจๅŒ–ๆ ก้ชŒๅ™จใ€ๆ•ฐๆฎๆŠ“ๅ–่„šๆœฌใ€่ฝฌๆขๅ™จ็ญ‰๏ผ‰
    โ””โ”€โ”€ run.ts

1. skill.json ๅฅ‘็บฆๅฎšไน‰

{
  "schemaVersion": 1,
  "name": "naming-conventions",
  "namespace": "dev",
  "version": "1.0.0",
  "description": "ไปฃ็ ไธŽๅ˜้‡ๅ‘ฝๅ่ง„่Œƒๅฎˆ้—จไบบ๏ผšๅผบๅˆถ็ปŸไธ€ AI ไปฃ็ ๅ‘ฝๅ้ฃŽๆ ผ๏ผŒ็บฆๆŸๅธƒๅฐ”่ฐ“่ฏใ€ๅ‡ฝๆ•ฐๅŠจ่ฏๅ‰็ผ€ไธŽๅธธ้‡ๅคงๅ†™ใ€‚",
  "category": "dev",
  "tags": ["naming-conventions", "code-style", "rules"],
  "triggers": ["naming", "variable", "refactor", "code"],
  "keywords": ["naming", "camelCase", "snake_case"],
  "whenToUse": "ๅœจ็”Ÿๆˆใ€้‡ๆž„ๆˆ–ๅฎกๆŸฅไปปไฝ•็ผ–็จ‹่ฏญ่จ€็š„ไปฃ็ ๆ—ถๅฟ…้กป้ตๅฎˆ",
  "whenNotToUse": "็ผ–ๅ†™็บฏๆ–‡ๆœฌ่ฏดๆ˜Žๆˆ–ๆ— ไปฃ็ ็”Ÿๆˆ็š„้—ฒ่Šๅœบๆ™ฏๆ— ้œ€้ตๅฎˆ",
  
  // ๆ ธๅฟƒๅŒบๅˆ†๏ผš'tool' (ๆŒ‰้œ€ๆœ็ดขๅทฅๅ…ท) | 'rule' (ๆฐธ่ฟœ็”Ÿๆ•ˆ็š„ๅ‡†ๅˆ™)
  "skillType": "rule",

  "useCases": [
    { "task": "ๅฎกๆŸฅๅนถ่ง„่Œƒ็”Ÿๆˆ็š„ๅ˜้‡ไธŽๅ‡ฝๆ•ฐๅ‘ฝๅ" }
  ],
  "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 ็ผ–ๅ†™่ง„่Œƒ

  • Frontmatter๏ผšๅŒ…ๅซ name, namespace, version, skillType, descriptionใ€‚

  • ๆญฃๅ‘่ง„่Œƒ (Do's)๏ผšๅˆ†็‚นๅˆ—ๅ‡บๆ˜Ž็กฎ็š„่กŒไธบๅฎˆๅˆ™ใ€‚

  • ๅไพ‹ๅฏน็…ง (Bad vs Good)๏ผšๅฟ…้กปๆไพ›ๆ˜พๅผ็š„ๅฏนๆฏ”ไปฃ็ ๅ—๏ผŒๆถˆ้™ค LLM ็†่งฃๆญงไน‰ใ€‚


๐Ÿ› ๏ธ MCP ๅทฅๅ…ท็Ÿฉ้˜ต (9 Tools)

ๅทฅๅ…ทๅ็งฐ

่Œ่ดฃๅฎšไฝ

skill_search

ๆททๅˆๆฃ€็ดขๅทฅๅ…ทๅž‹ๆŠ€่ƒฝ๏ผŒๅนถ่‡ชๅŠจๆณจๅ…ฅๅ…จๅฑ€็”Ÿๆ•ˆ็š„ๅ‡†ๅˆ™ๅž‹ๆŠ€่ƒฝ๏ผˆactiveRules๏ผ‰

skill_inspect

ๆŸฅ็œ‹ๆŠ€่ƒฝไพ่ต–ๆ‹“ๆ‰‘ใ€็‰ˆๆœฌๅ†ฒ็ชใ€ๅพช็Žฏไพ่ต–ไธŽๆ–‡ไปถๅ“ˆๅธŒ

skill_get

่Žทๅ–ๆŠ€่ƒฝ็š„ๅฎŒๆ•ด SKILL.md SOP ๆ‰‹ๅ†ŒไธŽไธŠไธ‹ๆ–‡ๆŒ‡ไปค

skill_plan

ๅŸบไบŽๆ‹“ๆ‰‘ๅ›พไธŽๅކๅฒๆˆๅŠŸ้…ๆ–น๏ผˆRecipes๏ผ‰๏ผŒ่‡ชๅŠจ่ง„ๅˆ’ๅคšๆŠ€่ƒฝ DAG ๆ•ฐๆฎๆตๅทฅไฝœๆต

skill_run

ๅœจๅฎ‰ๅ…จๆฒ™็ฎฑ๏ผˆNode/Inline/Shell๏ผ‰ไธญๅ•ๆญฅๆ‰ง่กŒๆŠ€่ƒฝ๏ผŒๅ—ๆƒ้™ๆจกๅž‹๏ผˆBroker๏ผ‰็ฎกๆŽง

workflow_run

็ผ–ๆŽ’ๆ‰ง่กŒๅฎŒๆ•ด็š„ๅทฅไฝœๆต DAG๏ผŒๆ”ฏๆŒไธค้˜ถๆฎตไบบๅทฅไป‹ๅ…ฅๆŽˆๆƒ๏ผˆHITL๏ผ‰

skill_feedback

ไธŠๆŠฅๆŠ€่ƒฝๆ‰ง่กŒๅ้ฆˆ๏ผŒ่งฆๅ‘ Thompson Sampling ไธŽ Elo ่ƒœ็އๅŠจๆ€้‡ๆŽ’

skill_register

ๅŠจๆ€ๆณจๅ†Œๆ–ฐๆŠ€่ƒฝ๏ผŒๆ”ฏๆŒๅ†…ๅฎนๅฏปๅ€ใ€TOFU ็ญพๅ็ป‘ๅฎšไธŽ่ดจ้‡้—จ็ฆ

skill_stats

ๆŸฅ็œ‹ๆŠ€่ƒฝ็š„ๅކๅฒ่ฐƒ็”จ้ข‘ๆฌกใ€่ƒœ็އใ€Elo ๅˆ†ๆ•ฐไธŽ็ƒญ้—จๆŠ€่ƒฝ้…ๆ–น


๐Ÿš€ ๅฟซ้€ŸไธŠๆ‰‹

็Žฏๅขƒ่ฆๆฑ‚

  • Node.js: >= 24.0.0 (ๅŽŸ็”Ÿๆ”ฏๆŒ TypeScript ็ฑปๅž‹ๅ‰ฅ็ฆปไธŽ SQLite)

1. ๆœฌๅœฐ่ฟ่กŒ (Stdio ๆจกๅผ)

็›ดๆŽฅไฝœไธบๆœฌๅœฐ MCP ๆœๅŠก้›†ๆˆๅˆฐ Claude Desktop ๆˆ– Cursor๏ผš

# ๅฎ‰่ฃ…ไพ่ต–
npm install

# ่ฟ่กŒๆต‹่ฏ•ๅฅ—ไปถ๏ผˆ91 ้กน่‡ชๅŠจๅŒ–ๆต‹่ฏ•๏ผ‰
npm test

# ๅฏๅŠจ Stdio MCP ๆœๅŠก
npm start

2. ๆœฌๅœฐ/ๆœๅŠกๅ™จ HTTP ๆจกๅผ (Streamable HTTP / SSE)

# ๅฏๅŠจ HTTP ๆœๅŠก๏ผŒ็›‘ๅฌ 0.0.0.0:3000
node src/main.ts --http --host 0.0.0.0 --port 3000

ๆœๅŠกๅฐฑ็ปช็ซฏ็‚น๏ผšhttp://127.0.0.1:3000/mcp (ๆ”ฏๆŒ JSON-RPC ไธŽ Server-Sent Events ๆตๅผๅ“ๅบ”)ใ€‚


๐Ÿณ Docker ้ƒจ็ฝฒ

# ๆž„ๅปบ้•œๅƒ
docker build -t skill-mcp:latest .

# ๅŽๅฐ่ฟ่กŒๅฎนๅ™จ๏ผˆๆ•ฐๆฎๆŒไน…ๅŒ–ๆŒ‚่ฝฝ๏ผ‰
docker run -d \
  -p 3000:3000 \
  --name skill-mcp \
  -v $(pwd)/data:/app/data \
  skill-mcp:latest

๐Ÿ”Œ ๅฎขๆˆท็ซฏ้…็ฝฎ็คบไพ‹

Claude Desktop (claude_desktop_config.json)

ๆœฌๅœฐ่ฟ›็จ‹ๆ–นๅผ (Stdio):

{
  "mcpServers": {
    "skill-mcp": {
      "command": "node",
      "args": ["/path/to/Skill-mcp/src/main.ts"]
    }
  }
}

่ฟœ็จ‹ๆœๅŠกๅ™จๆ–นๅผ (HTTP):

{
  "mcpServers": {
    "remote-skill-mcp": {
      "url": "http://your-server-ip:3000/mcp"
    }
  }
}

๐Ÿ›ก๏ธ ๅ‡†ๅˆ™ๅž‹ๆŠ€่ƒฝ็”Ÿๆ€ (Built-in Rule Skills)

ๅฝ“ๅ‰ๅ†…็ฝฎไบ† 13 ๅฅ—้กถ็บง่ฎค็ŸฅไธŽๅทฅ็จ‹ๅฎˆ้—จไบบๅ‡†ๅˆ™๏ผš

  • ๐ŸŒŸ Git ๆไบค่ง„่Œƒ๏ผšdev:git-conventional-commits

  • ๐ŸŒŸ ็ฑปๅž‹ๅฎ‰ๅ…จ้˜ฒๅพก๏ผšdev:typescript-strict-guard

  • ๐ŸŒŸ ไปฃ็ ๅ‘ฝๅๅฎˆ้—จ๏ผšdev:naming-conventions

  • ๐ŸŒŸ ไปฃ็ ๅฎ‰ๅ…จๅฎกๆŸฅ๏ผšdev:code-review-guard

  • ๐ŸŒŸ SOLID ๆžถๆž„ๅ‡†ๅˆ™๏ผšarch:clean-code-solid

  • ๐ŸŒŸ ไผไธš็บง RESTful๏ผšweb:restful-api-standard

  • ๐ŸŒŸ ็Žฐไปฃ Web ็พŽๅญฆ๏ผšdesign:modern-ui-aesthetics

  • ๐Ÿง  ้ชŒ่ฏ้“พๆ€่€ƒ (CoVe)๏ผšreasoning:chain-of-verification

  • ๐Ÿง  ๅŠจๆ€ๆ€็ปด้“พ๏ผšreasoning:sequential-thinking

  • ๐Ÿง  ไธฐ็”ฐ 5-Whys๏ผšreasoning:root-cause-5whys

  • ๐Ÿง  ้ญ”้ฌผไปฃ่จ€ไบบ (ๅฏนๆŠ—)๏ผšreasoning:adversarial-critic

  • ๐Ÿง  ็ฌฌไธ€ๆ€งๅŽŸ็†ๆŽจๅฏผ๏ผšreasoning:first-principles

  • ๐Ÿง  ๅคšๅ‡†ๅˆ™้‡ๅŒ–ๅ†ณ็ญ–๏ผšreasoning:decision-tradeoff-matrix


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