FastSkills

AI 编码助手技能聚合与智能路由平台
AI Coding Assistant Skills Aggregation & Intelligent Routing Platform

支持 Claude Code • OpenCode • Codex • Cursor • Windsurf

在线访问 / Live Website • 快速开始 / Quick Start • 贡献 / Contribute

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🚀 一键安装，智能路由 / One-Click Install, Smart Routing

核心优势：一个技能触发 265+ 专业技能！自动检测意图，智能加载相关技能。

Core Advantage: One skill triggers 265+ expert skills! Auto-detect intent, smart-load relevant skills.

安装方式 / Installation

使用 Claude Code 官方插件系统（推荐）：

Using Claude Code Official Plugin System (Recommended):

# 第 1 步：注册 FastSkills 市场 / Step 1: Register FastSkills marketplace
/plugin marketplace add PureVibeCoder/fastskills

# 第 2 步：安装插件 / Step 2: Install plugin
/plugin install fastskills@fastskills

完成！ 🎉 每次启动 Claude Code 会话，路由器会自动激活。无需编辑任何配置文件。

Done! 🎉 The router activates automatically on every Claude Code session. No config files to edit.

验证安装 / Verify Installation

/fastskills:status

更新 / Update

/plugin update fastskills

卸载 / Uninstall

/plugin uninstall fastskills

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工作原理 / How It Works

用户: "帮我写一个 React 登录组件"

Claude 自动分析:
├── 意图检测: 创建 (写一个)
├── 关键词匹配: React, 组件
└── 技能加载: react-components, frontend-design

📦 已加载技能: react-components, frontend-design

[应用专业技能增强的高质量回复...]

智能路由特性 / Smart Routing Features

特性	说明
🎯 意图检测	自动识别：创建、研究、调试、重构、测试、部署等
🌐 双语支持	中英文关键词自动扩展匹配
📦 按需加载	只加载当前任务相关的技能
🔄 会话持续	已加载技能在整个会话期间生效

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Overview / 项目概述

FastSkills aggregates 266+ high-quality Claude Code skills from 14+ open-source projects on GitHub, organized into 25 scenario-based skill packs for developers and researchers.

FastSkills 汇集来自 GitHub 14+ 个开源项目的 266+ 高质量 Claude Code 技能，并按场景打包成 25 个技能包，服务于开发者和科研工作者。

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Key Features / 核心功能

Feature	Description
🎯 Smart Routing 智能路由	Auto-detect intent and load relevant skills
📦 One-Click Install 一键安装	/plugin install fastskills@fastskills
🔍 Intent Detection 意图检测	Understands: create, research, debug, refactor, test, deploy
🌐 Bilingual 双语支持	Chinese-English keyword expansion
📚 Skill Aggregation 技能聚合	266+ skills from 14+ curated open-source projects
🎁 Scenario Packs 场景打包	25 ready-to-use skill packs for different workflows
🏷️ Category Filtering 分类筛选	20 categories including 9 scientific sub-domains

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Skills Count / 技能统计

Metric	Count
Total Skills / 技能总数	276+
Skill Packs / 场景包	25
Categories / 分类	20
Scientific Skills / 科学技能	138+
Scientific Databases / 科学数据库	28+
Source Projects / 来源项目	15+

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Skill Sources / 技能来源

All skills are aggregated from reputable open-source projects. Review before importing.

所有技能均来自优质开源项目，导入前请进行安全审查。

Project	Stars	Skills	Domain	License	Install Command
Superpowers	13k+	14	General Dev	MIT
Anthropic Skills	Official	16+	Official	MIT
Awesome Claude Skills	3.9k+	25+	Community	MIT
ClaudeKit	1.1k+	39	Full-Stack	MIT
Scientific Skills	2.9k+	138	Scientific	MIT
Deep Research	55+	5	Research	-
Obsidian Skills	160+	3	Knowledge	MIT
VoltAgent	-	10+	AI Agent	-
Makepad Skills	-	11	Rust UI	MIT
UI Skills	200+	1	UI/UX Constraints	MIT
Planning with Files	-	1	Planning	MIT
VideoCut Skills	-	5	Video Editing	MIT
threejs-skills	-	10	3D Graphics	MIT	npx skills add CloudAI-X/threejs-skills
Vercel Agent Skills	-	1	React/Next.js Performance	MIT
FastSkills Original	-	4	Frontend Design, Dan Koe Writing, Lu Xun Writing, Baoyu Comic	MIT

Vercel CEO 戏称该技能相当于雇佣一个 mini 版 10 年经验 React 开发者。

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Skill Packs / 场景化技能包

Popular Packs / 热门推荐

Pack	Icon	Skills	Use Case
Frontend Developer 前端开发	🎨	7	UI/UX, components, testing
Fullstack Developer 全栈开发	⚡	6	End-to-end development
Document Production 文档生产	📄	6	Word, PDF, PPT, Excel
Knowledge Management 知识管理	📓	4	Obsidian, note systems

Scientific Research / 科学研究

Pack	Icon	Skills	Use Case
Drug Discovery 药物发现	💊	11	Virtual screening, docking
Genomics & Bioinformatics 基因组学	🧬	12	RNA-seq, sequence analysis
Clinical Research 临床研究	🏥	10	Clinical trials, precision medicine
ML & Deep Learning 机器学习	🤖	12	PyTorch, scikit-learn
Quantum & Physics 量子物理	🔮	7	Quantum computing, astronomy
Scientific Databases 科学数据库	🗄️	12	PubMed, UniProt, KEGG
Scientific Writing 科学写作	📝	10	Paper writing, peer review

Development Tools / 开发工具

Pack	Icon	Skills	Use Case
DevOps Engineer DevOps	🚀	4	CI/CD, Docker
Testing & QA 测试质量	✅	3	Automated testing
Task Planning 任务规划	🧠	2	Manus-style planning

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Quick Start / 快速开始

在 Claude Code 中运行以下命令：

Run these commands in Claude Code:

# 注册市场 / Register marketplace
/plugin marketplace add PureVibeCoder/fastskills

# 安装插件 / Install plugin
/plugin install fastskills@fastskills

# 验证安装 / Verify installation
/fastskills:status

示例 / Examples:

你: "帮我分析这个单细胞 RNA-seq 数据"
Claude: 📦 已加载技能: scanpy, biopython
       [专业的单细胞分析代码和解释...]

你: "写一个 React 表单组件"
Claude: 📦 已加载技能: react-components, frontend-design
       [高质量的 React 代码...]

你: "调试这个 Python 错误"
Claude: 📦 已加载技能: systematic-debugging, root-cause-tracing
       [系统化的调试步骤...]

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🌐 多平台支持 / Multi-Platform Support

FastSkills 不仅支持 Claude Code，还支持其他主流 AI 编码助手！

FastSkills supports not only Claude Code, but also other major AI coding assistants!

支持的平台 / Supported Platforms

平台 Platform	兼容性 Compatibility	安装难度 Difficulty
Claude Code	✅ 原生支持 Native	⭐ 一键安装
OpenCode	✅ 原生兼容 Native	⭐ 零配置
Codex (OpenAI)	✅ 原生支持 Native	⭐⭐ 复制文件
Cursor	⚠️ 需转换 Convert	⭐⭐⭐
Windsurf	⚠️ 需转换 Convert	⭐⭐⭐

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OpenCode 用户 / For OpenCode Users

OpenCode 原生支持读取 CLAUDE.md 文件，零配置即可使用 FastSkills！

OpenCode natively supports reading CLAUDE.md files. Zero configuration required!

方法 1：使用现有 CLAUDE.md（推荐）

# OpenCode 会自动检测并加载项目中的 CLAUDE.md
# 只需将 FastSkills Router 内容添加到你的 CLAUDE.md
curl -o CLAUDE.md https://raw.githubusercontent.com/PureVibeCoder/fastskills/main/skills/fastskills-router/SKILL.md

方法 2：配置 fallback（如果你已有 AGENTS.md）

# ~/.opencode/config.toml
project_doc_fallback_filenames = ["CLAUDE.md", "AGENTS.md"]

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Codex (OpenAI) 用户 / For Codex Users

Codex 使用 AGENTS.md 作为项目指令文件。我们提供了专门的 AGENTS.md 版本！

Codex uses AGENTS.md as project instruction files. We provide a dedicated AGENTS.md version!

方法 1：直接下载 AGENTS.md（推荐）

# 下载 FastSkills Router 的 AGENTS.md 版本
curl -o AGENTS.md https://raw.githubusercontent.com/PureVibeCoder/fastskills/main/skills/fastskills-router/AGENTS.md

# 或者放到全局配置
mkdir -p ~/.codex && curl -o ~/.codex/AGENTS.md https://raw.githubusercontent.com/PureVibeCoder/fastskills/main/skills/fastskills-router/AGENTS.md

方法 2：配置 fallback 使用 CLAUDE.md

# ~/.codex/config.toml
project_doc_fallback_filenames = ["CLAUDE.md"]

Codex AGENTS.md 层级结构：

位置 Location	作用域 Scope
~/.codex/AGENTS.md	全局配置（所有项目）
./AGENTS.md	项目根目录
./subdir/AGENTS.md	子目录覆盖

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Cursor / Windsurf 用户 / For Cursor / Windsurf Users

这些平台使用 .cursorrules 或 .windsurfrules 文件。

These platforms use .cursorrules or .windsurfrules files.

# Cursor
curl -o .cursorrules https://raw.githubusercontent.com/PureVibeCoder/fastskills/main/skills/fastskills-router/SKILL.md

# Windsurf
curl -o .windsurfrules https://raw.githubusercontent.com/PureVibeCoder/fastskills/main/skills/fastskills-router/SKILL.md

注意：部分高级功能（如意图分析 XML 输出）可能需要根据平台特性调整。

Note: Some advanced features (like intent analysis XML output) may need adjustments based on platform specifics.

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从旧版迁移 / Migration from Old Version

如果你之前使用 @https://... 方式安装：

If you previously used the @https://... installation method:

1. 从 ~/.claude/CLAUDE.md 或项目 CLAUDE.md 中删除以下行： Remove this line from your ~/.claude/CLAUDE.md or project CLAUDE.md:

   @https://raw.githubusercontent.com/PureVibeCoder/fastskills/main/purevibecoder-skills/fastskills-router/SKILL.md
   

2. 使用新的插件安装方式 / Use the new plugin installation:

   /plugin marketplace add PureVibeCoder/fastskills
   /plugin install fastskills@fastskills

新版本使用 SessionStart Hook 自动注入，无需手动引用。

The new version uses SessionStart Hook for automatic injection. No manual reference needed.

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Security / 安全须知

Warning: Always review skills before importing. Skills may contain shell commands, file operations, or network requests.

警告：导入前务必审查技能文件。技能可能包含 shell 命令、文件操作或网络请求。

Security Checklist / 安全检查清单

• Verify source project reputation / 验证来源项目信誉
• Read SKILL.md thoroughly / 仔细阅读 SKILL.md
• Review shell commands / 审查 shell 命令
• Only import trusted skills / 仅导入信任的技能

Red Flags / 危险信号

• eval() or dynamic code execution
• Access to ~/.ssh, /etc, or sensitive paths
• Hardcoded API keys or credentials
• Unknown network requests

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Local Development / 本地开发

# Install dependencies
pnpm install

# Start dev server (http://localhost:4321)
pnpm dev

# Build for production
pnpm build

# Run tests
pnpm test

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Project Structure / 项目结构

fastskills/
├── .claude-plugin/          # Plugin manifests
│   ├── marketplace.json     # Marketplace definition
│   └── plugin.json          # Plugin metadata
├── hooks/                   # SessionStart hooks
│   ├── hooks.json           # Hook configuration
│   └── session-start.sh     # Auto-inject router
├── commands/                # Custom slash commands
│   └── status.md            # /fastskills:status
├── skills/                  # Core skills
│   └── fastskills-router/   # Main router (SKILL.md)
├── packages/website/        # Astro website
│   ├── src/
│   │   ├── components/      # UI components
│   │   ├── data/            # Skills & packages data
│   │   ├── pages/           # Routes & API
│   │   └── utils/           # Utilities
│   └── public/              # Static assets
├── anthropic-skills/        # Git submodule
├── claudekit-skills/        # Git submodule
├── scientific-skills/       # Git submodule (138+ skills)
├── awesome-claude-skills/   # Git submodule
├── obsidian-skills/         # Git submodule
├── superpowers/             # Git submodule
└── ...                      # Other submodules

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Categories / 分类体系

Main Categories / 主分类 (11)

Category	Icon	Description
Frontend 前端开发	🎨	UI, components, styling
Backend 后端开发	⚙️	API, database, auth
Testing 测试质量	✅	E2E, code review
DevOps	🚀	CI/CD, Docker
Scientific 科学研究	🔬	Research, analysis
Document 文档处理	📄	PDF, Word, PPT
Knowledge 知识管理	📓	Obsidian, notes
Media 媒体处理	🎬	Image, video
Thinking 思维方法	🧠	Problem solving
Tools 开发工具	🛠️	Automation
Skill Dev 技能开发	🧙	Skill creation

Scientific Sub-Categories / 科学子分类 (9)

Sub-Category	Icon	Skills
Bioinformatics 生物信息学	🧬	25+
Cheminformatics 化学信息学	🧪	20+
Clinical 临床医学	🏥	18+
ML & AI 机器学习	🤖	15+
Physics 物理材料	🔮	10+
Data Viz 数据可视化	📊	15+
Databases 科学数据库	🗄️	28+
Sci Writing 科学写作	📝	12+
Lab Automation 实验室自动化	🔧	10+

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Contributing / 贡献指南

Contributions welcome! You can:

欢迎贡献！您可以：

1. Report Issues / 报告问题 - Found a bug? Open an issue
2. Suggest Skills / 推荐技能 - Know a good skill repo? Tell us!
3. Improve Website / 改进网站 - Submit PRs for features or fixes
4. Translate / 翻译 - Help with i18n

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Credits / 致谢

All skills are from these amazing open-source projects:

所有技能均来自以下优秀开源项目：

Project	Author
superpowers	@obra
anthropic-skills	Anthropic
awesome-claude-skills	ComposioHQ
claudekit-skills	@mrgoonie
claude-scientific-skills	K-Dense AI
obsidian-skills	@kepano
makepad-skills	@ZhangHanDong
videocut-skills	@Ceeon

Note: This project only aggregates and displays skills. All copyrights belong to original authors.

声明：本项目仅聚合展示技能，所有版权归原作者所有。

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Links / 链接

• Website / 网站: fastskills.xyz
• GitHub: github.com/PureVibeCoder/fastskills
• Issues / 问题反馈: GitHub Issues
• Claude Code Docs: docs.anthropic.com/claude/docs/claude-code

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License / 许可证

MIT License - see LICENSE

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Empower every Claude Code conversation with expert-level skills!
让每一次 Claude Code 对话都拥有专家级能力！