Mind-Cloning-Engineering MCP — Сценарии использования, Установка & Живое демо

Зачем использовать

Ключевые функции

Structured capture of principles, lexicon, examples, heuristics
LLM-native — not a one-shot persona, a layered skill
Useful for legacy (remembering a mentor's advice), team (codifying a senior's taste), personal (externalizing your own checks)
Open methodology — author publishes the recipe
Works in any language

Живое демо

Как выглядит на практике

mind-cloning-engineering-skill.replay ▶ готово

0/0

Установка

Выберите клиент

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

{
  "mcpServers": {
    "mind-cloning-engineering-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/yzfly/Mind-Cloning-Engineering",
        "~/.claude/skills/Mind-Cloning-Engineering"
      ],
      "_inferred": true
    }
  }
}

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

~/.cursor/mcp.json · .cursor/mcp.json

{
  "mcpServers": {
    "mind-cloning-engineering-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/yzfly/Mind-Cloning-Engineering",
        "~/.claude/skills/Mind-Cloning-Engineering"
      ],
      "_inferred": true
    }
  }
}

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

VS Code → Cline → MCP Servers → Edit

{
  "mcpServers": {
    "mind-cloning-engineering-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/yzfly/Mind-Cloning-Engineering",
        "~/.claude/skills/Mind-Cloning-Engineering"
      ],
      "_inferred": true
    }
  }
}

Щёлкните значок MCP Servers на боковой панели Cline, затем "Edit Configuration".

~/.codeium/windsurf/mcp_config.json

{
  "mcpServers": {
    "mind-cloning-engineering-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/yzfly/Mind-Cloning-Engineering",
        "~/.claude/skills/Mind-Cloning-Engineering"
      ],
      "_inferred": true
    }
  }
}

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

~/.continue/config.json

{
  "mcpServers": [
    {
      "name": "mind-cloning-engineering-skill",
      "command": "git",
      "args": [
        "clone",
        "https://github.com/yzfly/Mind-Cloning-Engineering",
        "~/.claude/skills/Mind-Cloning-Engineering"
      ]
    }
  ]
}

Continue использует массив объектов серверов, а не map.

~/.config/zed/settings.json

{
  "context_servers": {
    "mind-cloning-engineering-skill": {
      "command": {
        "path": "git",
        "args": [
          "clone",
          "https://github.com/yzfly/Mind-Cloning-Engineering",
          "~/.claude/skills/Mind-Cloning-Engineering"
        ]
      }
    }
  }
}

Добавьте в context_servers. Zed перезагружается автоматически.

claude mcp add mind-cloning-engineering-skill -- git clone https://github.com/yzfly/Mind-Cloning-Engineering ~/.claude/skills/Mind-Cloning-Engineering

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

Сценарии использования

Реальные сценарии: Mind-Cloning-Engineering

Capture a mentor's reasoning and have it review your work

👤 Anyone with access to a mentor's writing / talks / recorded advice ⏱ ~120 min advanced

Когда использовать: You want that mentor's lens available even when they're not.

Предварительные требования

Source material from the mentor — Collect essays, talk transcripts, emails, recorded conversations (with consent)
Skill installed — git clone https://github.com/yzfly/Mind-Cloning-Engineering ~/.claude/skills/Mind-Cloning-Engineering

Поток

Extract layers

Use Mind-Cloning-Engineering. From these essays, extract: core principles, recurring lexicon, decision heuristics, and 5 exemplar choices.✓ Скопировано

→ Four layered documents, not a generic persona blob
Package as a skill

Assemble into a skill folder with SKILL.md that references these layers.✓ Скопировано

→ Ready-to-install skill directory
Consult the clone

I'm considering [decision]. Review through the lens of this clone — what would the heuristics and principles suggest?✓ Скопировано

→ Specific references to principles, not generic 'consider...'

Итог: A reusable advisor grounded in real material, not a vibe.

Подводные камни

Treating the clone as the real mentor — It's an approximation. Use for framing, not final calls. Respect the real person's actual current views.

Сочетать с: filesystem

Externalize your own thinking style as a checklist skill

👤 Senior practitioners wanting to codify their own taste ⏱ ~60 min intermediate

Когда использовать: You keep making the same kinds of good decisions and want them explicit.

Поток

Mine your own artifacts

Use Mind-Cloning-Engineering on my past design docs and PR comments in docs/. Extract my recurring principles and heuristics.✓ Скопировано

→ A structured doc of your own patterns
Use as a self-review tool

Review this draft using the clone of my own principles. What would I flag if a teammate submitted this?✓ Скопировано

→ Concrete flags rooted in your own rules

Итог: You catch your own blind spots from a second angle.

Подводные камни

Clone becomes an echo chamber — Periodically refresh with new material; your thinking evolves

Комбинации

Сочетайте с другими MCP — эффект x10

mind-cloning-engineering-skill + filesystem

Organize multiple clones in a library

Maintain clones/ with one folder per cloned mind.✓ Скопировано

Инструменты

Что предоставляет этот MCP

Инструмент	Входные данные	Когда вызывать
extract_principles	source documents	Starting a clone
extract_lexicon	source documents	Voice capture
extract_heuristics	decisions + outcomes	Capturing decision patterns
assemble_skill	all layers	Packaging

Стоимость и лимиты

Во что обходится

Квота API: None
Токенов на вызов: High during extraction (reads lots of source), low during consultation
Деньги: Free
Совет: Extract once carefully, consult cheaply for months.

Безопасность

Права, секреты, радиус поражения

Хранение учётных данных: None

Исходящий трафик: Source material goes through Claude API during extraction

Never clone a real person without their consent. Family, teammates, public figures — ask first.
A clone is not the person. Don't attribute the clone's output as 'what X would say' in ways that could be misleading or harmful.

Устранение неполадок

Частые ошибки и исправления

Clone feels generic

Source material too thin or too formal; add more informal artifacts (emails, chat, off-the-cuff)

Clone contradicts the real person

Flag and update; principles should be refreshed periodically

Альтернативы

Mind-Cloning-Engineering в сравнении

Альтернатива	Когда использовать	Компромисс
System prompt persona	You only need a quick vibe match	No structural grounding, drifts fast
Fine-tuning a model on the person	You have lots of data and deep pockets	Expensive, opaque, harder to edit

Ещё

Ресурсы

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