go-zero Skills for AI Agents

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This is an Agent Skill containing structured knowledge and patterns for AI coding assistants to help developers work effectively with the go-zero framework.

What is a Skill?

Skills are folders of instructions, scripts, and resources that AI agents discover and load dynamically to perform better at specific tasks. This skill teaches AI agents how to generate production-ready go-zero microservices code.

Purpose

This skill enables AI agents (Claude, GitHub Copilot, Cursor, etc.) to:

• Generate accurate go-zero code following framework conventions
• Understand the three-layer architecture (Handler → Logic → Model)
• Apply best practices for microservices development
• Troubleshoot common issues efficiently
• Build production-ready applications

Quick Install

Just ask your AI agent:

Install zero-skills from https://github.com/zeromicro/zero-skills

Or manually:

# Project-level (recommended)
git clone https://github.com/zeromicro/zero-skills.git .claude/skills/zero-skills

# Personal-level (all projects)
git clone https://github.com/zeromicro/zero-skills.git ~/.claude/skills/zero-skills

Agent Skill Structure

Following the Agent Skills Spec and Claude Code skills documentation:

zero-skills/
├── SKILL.md                    # Entry point with YAML frontmatter
├── getting-started/            # Getting started guides
│   ├── README.md               # Tool comparison overview
│   ├── claude-code-guide.md    # Claude Code (recommended)
│   ├── cursor-guide.md         # Cursor IDE
│   ├── copilot-guide.md        # GitHub Copilot
│   └── windsurf-guide.md       # Windsurf IDE
├── references/                 # Detailed pattern documentation
│   ├── rest-api-patterns.md    # REST API development patterns
│   ├── rpc-patterns.md         # gRPC service patterns
│   ├── database-patterns.md    # Database operations
│   └── resilience-patterns.md  # Resilience and fault tolerance
├── best-practices/             # Production recommendations
├── troubleshooting/            # Common issues and solutions
├── skill-patterns/             # Advanced skill examples (templates)
│   ├── analyze-project.md      # Explore agent example
│   ├── generate-service.md     # Argument passing example
│   └── plan-architecture.md    # Plan agent example
└── examples/                   # Demo projects and verification

Using This Skill

With Claude Code (Recommended)

Claude Code natively supports the Agent Skills specification. This skill is optimized for Claude Code with advanced features:

Project-Level Installation (Git Submodule)

Add zero-skills to your project for automatic discovery:

# Add as git submodule
git submodule add https://github.com/zeromicro/zero-skills.git .claude/skills/zero-skills

# Or clone directly
git clone https://github.com/zeromicro/zero-skills.git .claude/skills/zero-skills

Claude Code automatically discovers skills in .claude/skills/ directories.

Personal-Level Installation

To use across all your projects, install to your personal skills directory:

## Clone to personal skills directory
git clone https://github.com/zeromicro/zero-skills.git ~/.claude/skills/zero-skills

Usage in Claude Code

• Automatic: Claude loads the skill when you work with go-zero files (.api, .proto, go.mod with go-zero)
• Manual: Type /zero-skills to invoke directly for go-zero guidance
• With arguments: /zero-skills Create a user management API for specific tasks
• Check availability: Ask "What skills are available?" to see if it's loaded

Advanced Features

• Dynamic context: Skills can execute shell commands to gather live project data
• Subagents: Use context: fork for isolated analysis or planning tasks
• Tool restrictions: allowed-tools ensures safe, read-only operations
• See skill-patterns/ for advanced patterns and templates

With Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "zero-skills": {
      "command": "node",
      "args": ["/path/to/skill-server.js", "/path/to/zero-skills"]
    }
  }
}

With GitHub Copilot

See copilot-guide.md for detailed setup. Quick start:

git clone https://github.com/zeromicro/zero-skills.git .ai-context/zero-skills

Then create .github/copilot-instructions.md referencing the patterns.

With Cursor

See cursor-guide.md for detailed setup. Quick start:

git clone https://github.com/zeromicro/zero-skills.git .ai-context/zero-skills

Then create .cursorrules referencing the patterns.

With Windsurf

See windsurf-guide.md for detailed setup. Quick start:

git clone https://github.com/zeromicro/zero-skills.git .ai-context/zero-skills

Then create .windsurfrules referencing the patterns.

Integration with go-zero AI Ecosystem

zero-skills is part of a two-layer ecosystem for AI-assisted go-zero development:

Tool	Purpose	Size	Best For
ai-context	Workflow instructions and decision trees	~5KB	GitHub Copilot, Cursor, Windsurf
zero-skills (this repo)	Comprehensive knowledge base + goctl reference	~45KB	All AI tools, deep learning, reference

The AI runs goctl directly in the terminal for code generation — no separate tools or servers needed. See references/goctl-commands.md for the complete command reference.

How They Work Together

┌─────────────────────────────────────────────────────────────┐
│                     AI Assistant                            │
│  (Claude Code, GitHub Copilot, Cursor, Windsurf)           │
└────────────┬─────────────────────┬──────────────────────────┘
             │                     │
             ├─ Workflow Layer ────┤
             │  ai-context         │  "What to do" - Quick decisions
             │  (~5KB)             │  Loaded for every interaction
             │                     │
             └─ Knowledge Layer ───┘
                zero-skills          "How & Why" - Detailed patterns
                (~45KB)              + goctl command reference
                                     Loaded when needed

Usage Scenarios

Scenario 1: Claude Code User (Best Experience)

• Uses: zero-skills (this repo) as native skill
• Benefits:
  • Deep knowledge from pattern guides
  • AI runs goctl commands directly in terminal
  • Dynamic context with live project data
  • Subagent workflows for complex tasks
• Invocation: /zero-skills or automatic when working with go-zero

Scenario 2: GitHub Copilot User

• Uses: ai-context (loaded via .github/copilot-instructions.md)
• Benefits: Quick inline suggestions, workflow guidance, goctl via terminal

Scenario 3: Cursor/Windsurf User

• Uses: ai-context (in project rules) + links to zero-skills
• Benefits: IDE-native experience with go-zero guidance, goctl via terminal

See Getting Started Guides for detailed integration instructions for each tool.

Quick Links

Skill Documentation:

• 📖 SKILL.md - Main skill entry point and navigation
• 📚 go-zero Quick Start - Official go-zero framework tutorial
• 🎯 Advanced Examples - Subagents, dynamic context, etc.

Getting Started Guides:

• 💡 Claude Code - Full features, subagents (recommended)
• 🖱️ Cursor - IDE integration with .cursorrules
• 🤖 GitHub Copilot - VS Code inline suggestions
• 🏄 Windsurf - Cascade AI integration
• 📋 Tool Comparison - Compare all tools

Contributing

Contributions are welcome! Please ensure:

• Examples are complete and tested
• Patterns follow official go-zero conventions
• Content is structured for AI consumption
• Include both correct (✅) and incorrect (❌) examples
• Follow the Agent Skills specification

License

MIT License - Same as go-zero framework