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human-skill-tree

Name: human-skill-tree MCP Server
Author: 24kchengYe

автор 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.

▶ Смотреть демо 📦 Установить 💡 Сценарии

Зачем использовать

Ключевые функции

33 teaching skills grounded in cognitive-science practice
Enforces active recall and spaced repetition instead of direct answers
Socratic-dialogue mode for critical thinking
Cross-agent: Claude, ChatGPT, Gemini, Copilot, DeepSeek
800+ subjects across 15 national education systems

Живое демо

Как выглядит на практике

human-skill-tree-skill.replay ▶ готово

0/0

Установка

Выберите клиент

~/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
    }
  }
}

Откройте Claude Desktop → Settings → Developer → Edit Config. Перезапустите после сохранения.

~/.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 использует ту же схему mcpServers, что и Claude Desktop. Конфиг проекта приоритетнее глобального.

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
    }
  }
}

Щёлкните значок MCP Servers на боковой панели Cline, затем "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
    }
  }
}

Тот же формат, что и Claude Desktop. Перезапустите Windsurf для применения.

~/.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 использует массив объектов серверов, а не map.

~/.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"
        ]
      }
    }
  }
}

Добавьте в context_servers. Zed перезагружается автоматически.

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

Однострочная команда. Проверить: claude mcp list. Удалить: claude mcp remove.

Сценарии использования

Реальные сценарии: human-skill-tree

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

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

Когда использовать: You have two weeks before an exam and want to actually learn the material.

Поток

Start a study session

Use the human-skill-tree math skill. Quiz me on derivatives — start with what I already know, then push me.✓ Скопировано

→ Diagnostic question before instruction; answers withheld until I try
Spaced review

End of session — schedule my next review.✓ Скопировано

→ Spaced repetition schedule with specific topics

Итог: Actual skill acquisition, not homework speedruns.

Подводные камни

Student pushes for direct answers — The skill's design resists this; if you short-circuit it you lose the benefit

Сочетать с: tutor-skill

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

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

Когда использовать: You want depth in a soft skill, not another article recap.

Поток

Pick a target skill

Use the negotiation skill. I want to get better at salary negotiation.✓ Скопировано

→ Skill opens with a diagnostic scenario
Role-play

Let's run a scenario — you're the hiring manager, I'm the candidate.✓ Скопировано

→ Pressure-tested role play with post-debrief

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

Подводные камни

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

Комбинации

Сочетайте с другими MCP — эффект x10

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.✓ Скопировано

human-skill-tree-skill + filesystem

Store progress logs for each subject

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

Инструменты

Что предоставляет этот MCP

Инструмент	Входные данные	Когда вызывать
Diagnostic assessment	topic	Start of any learning session
Active recall drills	studied material	Mid-session reinforcement
Socratic dialogue	concept	Conceptual depth, critical thinking
Spaced-repetition scheduling	session results	End of session

Стоимость и лимиты

Во что обходится

Квота API: None
Токенов на вызов: Moderate — dialogue-heavy by design
Деньги: Free — skill is local
Совет: Long dialogue sessions can burn tokens; break into 30-45 min chunks.

Безопасность

Права, секреты, радиус поражения

Хранение учётных данных: No credentials — skill is prompts

Исходящий трафик: None

Learning progress stored locally; don't treat it as an official record for accreditation.

Устранение неполадок

Частые ошибки и исправления

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.

Альтернативы

human-skill-tree в сравнении

Альтернатива	Когда использовать	Компромисс
tutor-skill	You want PDF-to-Obsidian study vaults, not live tutoring	Different modality — document-centric vs dialogue-centric
Anki / spaced-repetition apps	You want purpose-built SRS tooling	Deeper SRS but no tutoring dialogue

Ещё

Ресурсы

📖 Читать официальный README на GitHub

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