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human-skill-tree

作者 24kchengYe · 24kchengYe/human-skill-tree

33 learning skills from K-12 through career — turns Claude into a tutor that uses spaced repetition, active recall, and Socratic dialogue instead of just answering.

A skill collection for structured lifelong learning. Rather than giving direct answers (which research shows reduces skill acquisition), these 33 skills enforce pedagogical guardrails: spaced repetition, active recall, Socratic questions, and formative assessment. Covers K-12 subjects, university courses, research skills, career skills, and social intelligence across 800+ subjects and 15 education systems.

▶ 觀看演示 📦 安裝 💡 使用場景

為什麼要用

核心特性

即時演示

實際使用效果

human-skill-tree-skill.replay ▶ 就緒
0/0

安裝

選擇你的客戶端

~/Library/Application Support/Claude/claude_desktop_config.json  · Windows: %APPDATA%\Claude\claude_desktop_config.json
{
  "mcpServers": {
    "human-skill-tree-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/24kchengYe/human-skill-tree",
        "~/.claude/skills/human-skill-tree"
      ],
      "_inferred": true
    }
  }
}

開啟 Claude Desktop → Settings → Developer → Edit Config。儲存後重啟應用。

~/.cursor/mcp.json · .cursor/mcp.json
{
  "mcpServers": {
    "human-skill-tree-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/24kchengYe/human-skill-tree",
        "~/.claude/skills/human-skill-tree"
      ],
      "_inferred": true
    }
  }
}

Cursor 使用與 Claude Desktop 相同的 mcpServers 格式。專案級設定優先於全域。

VS Code → Cline → MCP Servers → Edit
{
  "mcpServers": {
    "human-skill-tree-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/24kchengYe/human-skill-tree",
        "~/.claude/skills/human-skill-tree"
      ],
      "_inferred": true
    }
  }
}

點擊 Cline 側欄中的 MCP Servers 圖示，然後選 "Edit Configuration"。

~/.codeium/windsurf/mcp_config.json
{
  "mcpServers": {
    "human-skill-tree-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/24kchengYe/human-skill-tree",
        "~/.claude/skills/human-skill-tree"
      ],
      "_inferred": true
    }
  }
}

格式與 Claude Desktop 相同。重啟 Windsurf 生效。

~/.continue/config.json
{
  "mcpServers": [
    {
      "name": "human-skill-tree-skill",
      "command": "git",
      "args": [
        "clone",
        "https://github.com/24kchengYe/human-skill-tree",
        "~/.claude/skills/human-skill-tree"
      ]
    }
  ]
}

Continue 使用伺服器物件陣列，而非映射。

~/.config/zed/settings.json
{
  "context_servers": {
    "human-skill-tree-skill": {
      "command": {
        "path": "git",
        "args": [
          "clone",
          "https://github.com/24kchengYe/human-skill-tree",
          "~/.claude/skills/human-skill-tree"
        ]
      }
    }
  }
}

加入 context_servers。Zed 儲存後熱重載。

claude mcp add human-skill-tree-skill -- git clone https://github.com/24kchengYe/human-skill-tree ~/.claude/skills/human-skill-tree

一行命令搞定。用 claude mcp list 驗證，claude mcp remove 移除。

使用場景

實戰用法： human-skill-tree

Prep for a high-school calc exam without getting answers spoon-fed

👤 High school and early-college students ⏱ ~45 min beginner

何時使用： You have two weeks before an exam and want to actually learn the material.

步驟
  1. Start a study session
    Use the human-skill-tree math skill. Quiz me on derivatives — start with what I already know, then push me.✓ 已複製
    → Diagnostic question before instruction; answers withheld until I try
  2. Spaced review
    End of session — schedule my next review.✓ 已複製
    → Spaced repetition schedule with specific topics

結果： Actual skill acquisition, not homework speedruns.

注意事項
  • Student pushes for direct answers — The skill's design resists this; if you short-circuit it you lose the benefit
搭配使用： tutor-skill

Build a career skill (e.g. negotiation) through Socratic dialogue

👤 Early- to mid-career professionals ⏱ ~30 min intermediate

何時使用： You want depth in a soft skill, not another article recap.

步驟
  1. Pick a target skill
    Use the negotiation skill. I want to get better at salary negotiation.✓ 已複製
    → Skill opens with a diagnostic scenario
  2. Role-play
    Let's run a scenario — you're the hiring manager, I'm the candidate.✓ 已複製
    → Pressure-tested role play with post-debrief

結果： Rehearsed responses you can bring to a real negotiation.

注意事項
  • Role play too easy — Tell the skill to increase difficulty — harder counteroffers, more pushback

組合

與其他 MCP 搭配，撬動十倍槓桿

human-skill-tree-skill + tutor-skill

Pair with tutor-skill's Obsidian study vaults for persistent notes

Use human-skill-tree for the dialogue, tutor-skill to save notes into my Obsidian vault.✓ 已複製
human-skill-tree-skill + filesystem

Store progress logs for each subject

Save today's session summary and spaced-rep schedule under ~/learning/calc/.✓ 已複製

工具

此 MCP 暴露的能力

工具輸入參數何時呼叫成本
Diagnostic assessment topic Start of any learning session 0
Active recall drills studied material Mid-session reinforcement 0
Socratic dialogue concept Conceptual depth, critical thinking 0
Spaced-repetition scheduling session results End of session 0

成本與限制

運行它的成本

API 配額
None
每次呼叫 Token 數
Moderate — dialogue-heavy by design
費用
Free — skill is local
提示
Long dialogue sessions can burn tokens; break into 30-45 min chunks.

安全

權限、密鑰、影響範圍

憑證儲存： No credentials — skill is prompts
資料出站： None

故障排查

常見錯誤與修復

Skill gives direct answers when asked to quiz

Explicitly say 'pedagogical mode — withhold answers until I try'.

Drills feel repetitive

Ask for interleaved practice across related topics, not blocked on one.

替代方案

human-skill-tree 對比其他方案

替代方案何時用它替代權衡
tutor-skillYou want PDF-to-Obsidian study vaults, not live tutoringDifferent modality — document-centric vs dialogue-centric
Anki / spaced-repetition appsYou want purpose-built SRS toolingDeeper SRS but no tutoring dialogue

更多

資源

📖 閱讀 GitHub 上的官方 README

🐙 查看未解決的 issue

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