The definitive collection of AI development prompts - organized by domain, designed for scale, built for the community.
A comprehensive, systematically organized collection of high-quality prompts for AI-assisted software development that grows with your needs and the community.
- 🛠️ Starting a new project? →
prompts/development/project_planning/ - 🏗️ Working on existing code? →
prompts/development/architecture/ - 🤖 Setting up AI tools? →
prompts/ai_assistance/ - 📚 Need educational support? →
prompts/ai_assistance/chatgpt/study_mode/
- Development - Software development workflows and methodologies
- AI Assistance - Tool-specific configurations and integration patterns
This collection is organized by problem domain for maximum discoverability and scalability:
🛠️ Development
Comprehensive software development workflows
- Architecture - System design and architectural stewardship
- Stewardship Protocol - Maintain architectural integrity
- Project Planning - Comprehensive project planning methodologies
- Blueprint Generator - AI-assisted project plans
Tool-specific configuration and optimization
- Cursor - IDE integration and coding assistant rules
- User Rules - Expert-level AI assistant configuration
- ChatGPT - System prompts for specialized behaviors
- Study Mode - Educational tutor using Socratic method
- By Problem Domain - Find prompts for the challenge you're facing
- By Development Phase - Project planning → Architecture → Implementation
- By Tool Integration - Specific configurations for your AI development tools
- Scalable taxonomy - Works with 10 prompts or 1000+ prompts
- Consistent patterns - Same structure across all domains
- Clear boundaries - Each domain has distinct, non-overlapping concerns
- Standardized contribution patterns - Easy to add high-quality content
- Comprehensive documentation - Every prompt thoroughly explained
- Real-world examples - Proven implementations from actual projects
- Use our templates - Standardized scaffolding for consistency
- Follow the contribution guide - Quality standards and process
- Choose the right domain - Development, AI Assistance, or propose a new one
- Immediately actionable - Prompts that solve real problems
- Thoroughly documented - Clear usage instructions and examples
- Well-integrated - Works with existing collection patterns
- Contribution Guide - How to add high-quality prompts
- Prompt Design Principles - Best practices for effective prompts
- Domain Taxonomy - Understanding the organization system
Architectural Stewardship Protocol - Maintain architectural integrity when working on existing systems through systematic understanding and pattern preservation.
Blueprint Generator - Transform project ideas into comprehensive, executable plans using structured human-AI collaboration.
Cursor User Rules - Configure Cursor IDE's AI assistant to behave like an expert senior engineer with systematic workflows.
ChatGPT Study Mode - Transform ChatGPT into a patient tutor who guides students to discover answers using the Socratic method.
Prompts are designed to work together:
- Project Planning → defines methodology and architecture
- Architecture Stewardship → maintains quality during development
- AI Assistance → optimizes tools for systematic workflows
- 🎯 Domain-first discovery - Find prompts by the problem you're solving
- 📋 Ready-to-use templates - Drop-in prompts for immediate value
- 🔗 Cross-integration - Prompts work together for comprehensive workflows
- 📖 Comprehensive documentation - Usage guides and real-world examples
- 🚀 Scalable structure - Grows with community contributions
- 🤝 Contribution-friendly - Clear patterns for adding new content
We welcome contributions! This collection is designed to become the standard library for AI development prompts.
- 🐛 Issues - Report problems or suggest improvements
- ✨ New Prompts - Add prompts using our templates
- 📚 Documentation - Improve guides and examples
- 🔄 Integration - Help prompts work better together
See our Contributing Guide for detailed information.
MIT License - see LICENSE file for details.
Prompt Craft: Where systematic thinking meets AI-assisted development. Built by developers, for developers.