AI Coding Rules Collection

中文文档 / Chinese Documentation

A comprehensive collection of AI coding rules and workflows for Cursor IDE, designed to enhance development productivity through specialized AI agents.

🚀 Overview

This repository contains specialized AI coding rules that transform how you interact with AI in development environments. Each rule focuses on specific development tasks for more effective AI assistance.

⚡ Quick Start

1. Choose your installation method (see Installation section below)
2. Pick a rule from the categories that match your needs
3. Use in Cursor with @rule-name to activate specific behaviors
4. Explore examples in the Usage section for each category

🎯 Popular Combinations

• New Project: @spec-workflow → @6A-workflow → @ultrathink
• Code Excellence: @ultrathink → @code-expert → @linus-coding-style
• AI Prompt Crafting: @depth-method → @ai-prompts-optimization
• Deep Analysis: @first-principles-thinking → @deep-unconstrained-analysis
• Documentation: @prd-writer → @content-writer → @markdown-generator
• Learning & Growth: @chatgpt-study-mode → @human-3.0-assessment

📂 Rule Categories

🔄 Development Workflows

Spec Workflow → spec-workflow.md

Systematic spec-driven development workflow that transforms feature ideas into requirements, design, and implementation plans through a 3-phase iterative process.

RIPER-5 Workflow → English | 中文

5-mode AI development collaboration framework (RESEARCH → INNOVATE → PLAN → EXECUTE → REFLECT) designed to prevent unauthorized code changes while maintaining structured development processes.

6A Workflow → 中文

Comprehensive 6-stage development process (Align → Architect → Atomize → Approve → Automate → Assess) for complex project management and systematic implementation.

🔧 Code Enhancement & Quality

Ultrathink → ultrathink.md

Steve Jobs-inspired philosophy for coding excellence, emphasizing elegant solutions, obsessive attention to detail, and relentless iteration to create "insanely great" software.

Code Expert → code-expert.md

Advanced development guidelines emphasizing incremental progress, test-driven development, and pragmatic code quality standards for professional software development.

Code Refactorer → code-refactorer.md

Improves existing code structure, readability, and maintainability without changing functionality through systematic analysis and risk-managed improvements.

Linus Coding Style → 中文

Embodying Linus Torvalds' philosophy for code quality, focusing on "good taste," simplicity, and eliminating special cases through better data structures.

📝 Documentation & Content

PRD Writer → prd-writer.md

Creates comprehensive Product Requirements Documents (PRDs) with structured sections, user stories, and acceptance criteria following industry best practices.

Content Writer → content-writer.md

Content marketing and copywriting agent with dual modes (outline/write) optimized for creating engaging, informative content that explains complex topics clearly.

Message Card Designer → 中文

Specialized UI designer for creating glassmorphism-style message cards with advanced visual design principles and responsive layouts.

Markdown Generator → 中文

Professional editor that transforms plain text into well-structured, highlighted Markdown documents with clear hierarchy and emphasized key points.

Narrative Visualization → 中文

"Narrative Visualization Director" that converts speeches and presentations into immersive HTML slideshow experiences with story-driven visual design.

Lei Jun Style Speech → 中文

Speech generator mimicking Lei Jun's presentation style, featuring data-driven narratives, grand storytelling, and emotional resonance with precise quantification.

🎓 Learning & Education

ChatGPT Study Mode → English | 中文

Educational AI assistant designed to guide learning through questions, hints, and collaborative discovery rather than providing direct answers.

American Buddy Language Coach → American-Buddy-Language-Coach.md

Friendly American English language coach specializing in casual conversation, slang, idioms, and cultural references for immersive language learning.

Book Recommendation Expert → Book-Recommendation-Expert.md

Personalized book recommendation system that provides detailed book analysis, benefits, and tailored suggestions across various genres and interests.

HUMAN 3.0 Assessment → [Dan-Koe-HUMAN 3.0 Self-Discovery & Metatype Test.md](Dan-Koe-HUMAN 3.0 Self-Discovery & Metatype Test.md)

Comprehensive personal development assessment framework evaluating Mind, Body, Spirit, and Vocation quadrants to identify your Metatype and provide actionable transformation strategies.

🧠 Thinking & Analysis Frameworks

First Principles Thinking → Analyze Questions Using First Principles Thinking.md

Analyzes questions by breaking them down to fundamental truths and essential concepts, approaching problems with physicist-like rationality.

Mundell-Fleming Trilemma Analysis → Analyze the problem using the Mundell-Fleming Trilemma.md

Economic analysis framework revealing structural contradictions and trade-offs between capital mobility, fixed exchange rates, and independent monetary policy.

Deep Unconstrained Analysis → In-Depth Analysis Free from Conventional Constraints.md

Provides thorough, fundamental reasoning starting from first principles, human instincts, and real-world operating rules without conventional constraints.

Written-to-Spoken Transformation → Transform written expressions into spoken ones.md

Transforms formal written text into natural spoken language while maintaining meaning, emphasizing conversational flow over grammatical perfection.

🚀 AI Enhancement & Prompt Optimization

GPT GeniusBoost → GPT-GeniusBoost.md

Advanced AI assistant designed for highly intelligent users seeking comprehensive, in-depth analysis and detailed explorations of complex topics across all domains.

DEPTH Method → best-practice.md

Prompt optimization framework using Define perspectives, Establish metrics, Provide context, Task breakdown, and Human feedback loops for superior AI outputs.

AI Prompts Optimization → AI Prompts Optimization.md

Master-level prompt optimization specialist (Lyra) using the 4-D methodology (Deconstruct, Diagnose, Develop, Deliver) to transform vague inputs into precision-crafted prompts.

🎯 Specialized Tools

Project Naming Master → Project-Naming-Master.md

Expert in creating memorable, meaningful project names using multiple languages, mythology, and creative word formation techniques.

🛠️ Installation

Method 1: Individual Rules

# Create rules directory
mkdir -p .cursor/rules

# Copy specific rule files
cp spec-workflow.md .cursor/rules/
cp code-expert.md .cursor/rules/
# ... copy other rules as needed

Method 2: Full Collection

# Clone the repository
git clone https://github.com/yourusername/cursor-spec-workflow-rule.git

# Create rules directory
mkdir -p .cursor/rules

# Create symbolic links to all rules
ln -s /path/to/cursor-spec-workflow-rule/*.md .cursor/rules/

Method 3: Git Submodule (Recommended)

# Add as submodule
git submodule add https://github.com/yourusername/cursor-spec-workflow-rule.git .cursor/ai-rules

# Create symbolic links
ln -s .cursor/ai-rules/*.md .cursor/rules/

Method 4: Direct Download

# Download specific rules directly
curl -o .cursor/rules/spec-workflow.md https://raw.githubusercontent.com/yourusername/cursor-spec-workflow-rule/main/spec-workflow.md

🎯 Usage

Reference specific rules using the @ symbol in Cursor:

Development Workflows

@spec-workflow I want to create a spec for user authentication
@riper-5-workflow Help me plan a new feature systematically
@6A-workflow I need to implement a complex system with proper architecture

Code Quality & Enhancement

@ultrathink Help me design an elegant solution for this problem
@code-expert Review this code and suggest improvements
@code-refactorer Help me clean up this messy function
@linus-coding-style Analyze this code for "good taste" and simplicity

Documentation & Content

@prd-writer Create a PRD for our new dashboard feature
@content-writer Help me write technical documentation
@markdown-generator Convert this text into well-structured Markdown
@narrative-visualization Transform this presentation into an HTML slideshow
@lei-jun-speech Create a Lei Jun-style product launch speech

Learning & Education

@chatgpt-study-mode Help me understand this concept through guided learning
@american-buddy-language-coach Practice casual English conversation
@book-recommendation-expert Recommend books for learning software architecture
@human-3.0-assessment Assess my personal development across all life domains

Thinking & Analysis

@first-principles-thinking Analyze this problem from fundamental truths
@mundell-fleming-trilemma Analyze this economic policy trade-off
@deep-unconstrained-analysis Provide deep reasoning without conventional constraints
@written-to-spoken Transform this formal text into natural speech

AI Enhancement & Prompt Optimization

@gpt-geniusboost Provide comprehensive analysis of this complex topic
@depth-method Optimize my prompt using the DEPTH framework
@ai-prompts-optimization Transform my vague request into a precise prompt

Specialized Tools

@project-naming-master Help me find a great name for my new project

📋 Rule Comparison

Rule	Category	Best For	Duration	Language
Spec Workflow	Development	Feature planning	Multi-session	EN
RIPER-5	Development	Controlled development	Per-task	EN/CN
6A Workflow	Development	Complex project management	Multi-session	CN
Ultrathink	Code Quality	Elegant design & excellence	Ongoing	EN
Code Expert	Code Quality	Professional development	Per-task	EN
Code Refactorer	Code Quality	Code improvement	Single session	EN
Linus Coding Style	Code Quality	Code quality analysis	Single session	CN
PRD Writer	Documentation	Product documentation	Single session	EN
Content Writer	Documentation	Technical writing	1-2 sessions	EN
Message Card Designer	Documentation	UI design	Single session	CN
Markdown Generator	Documentation	Text formatting	Single session	CN
Narrative Visualization	Documentation	Presentation design	Single session	CN
Lei Jun Speech	Documentation	Product launch speeches	Single session	CN
ChatGPT Study Mode	Learning	Educational guidance	Per-session	EN/CN
American Buddy	Learning	Language learning	Ongoing	EN
Book Recommendation	Learning	Reading suggestions	Single session	EN
HUMAN 3.0 Assessment	Learning	Personal development	Multi-session	EN
First Principles	Thinking	Fundamental analysis	Per-query	EN
Mundell-Fleming	Thinking	Economic analysis	Per-query	EN
Deep Unconstrained	Thinking	Deep reasoning	Per-query	EN
Written-to-Spoken	Thinking	Language transformation	Per-query	EN
GPT GeniusBoost	AI Enhancement	Deep analysis	Per-query	EN
DEPTH Method	AI Enhancement	Prompt optimization	Per-query	EN
AI Prompts Optimization	AI Enhancement	Prompt refinement	Per-query	EN
Project Naming Master	Tools	Project naming	Single session	EN

🤝 Contributing

1. Fork the repository
2. Create a feature branch
3. Follow the established rule format with YAML frontmatter
4. Submit a pull request

📄 License

This project is open source and available under the MIT License.