Expert-level prompt templates for modern software development using AI pair programming. Optimize your development workflow with carefully crafted prompts for everything from AWS Lambda functions to full-stack applications and AI-powered workflow automation.
- 🚀 AI-Powered Development Prompts (AIPD)
- 🎯 Specialized Templates: Carefully crafted prompts for different development scenarios
- 🏗️ Architecture Patterns: Best practices for modern software design
- ⚡ Performance Optimization: Templates focused on scalability and efficiency
- 🔒 Security First: Built-in security considerations for each template
- 🚀 Cloud Native: Deep integration with modern cloud services
- 📱 Full Stack: Coverage from frontend to backend to mobile
- 🤖 AI Development: Optimized workflows for AI-assisted development
- 🔄 CI/CD: Continuous integration and deployment templates
- 💻 IDE Integration: Custom rules for AI coding assistants like Cursor
- 🌟 Features
- Getting Started
- Available Templates
- Prompts Library
- Rules Library
- AI Tools & Rules
- Docs
- Best Practices
- Contributing
- License
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Choose Your Template
# Navigate to the relevant category prompts/ # Development prompts by category ├── cloud/ # Cloud-specific prompts (AWS, Azure, GCP) ├── frontend/ # Frontend development templates ├── backend/ # Backend and API templates ├── mobile/ # Mobile development prompts ├── python/ # Reusable expert Python prompts └── typescript/ # Reusable expert TypeScript Prompts rules/ # AI tool rules and automation ├── cursor-ai-agent/ # Autonomous AI agent for Cursor ├── cursorrules/ # Rules for Cursor AI coding assistant └── copilot/ # GitHub Copilot optimization
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Customize Your Prompt
- Replace placeholder values with your specific requirements
- Follow the examples provided in each template
- Add or remove sections based on your needs
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Execute Your Development Plan
- Use the prompts with your preferred AI assistant
- Follow the structured approach for consistent results
- Iterate based on feedback and results
- Ultimate Cursor AI Agent Template - Autonomous AI development framework
- Git Feature Workflow - Conventional commits and branch workflow
- Prompt Engineering Techniques - Optimize Copilot interactions
I need to develop an AWS Lambda function for image processing with:
1. Function Specifications:
- Runtime: Python 3.11
- Memory allocation: 1024 MB
...
[See full example in docs/examples/lambda-image-processor.md]Your contributions are always welcome! See our Contribution Guidelines for ways to get started.
We accept:
- 📝 New prompt templates
- 🎨 Template improvements
- 📚 Documentation updates
- 💻 Example implementations
- 🐛 Bug fixes
- 🤖 AI tool configurations
- Keep prompts specific and actionable
- Include clear requirements and constraints
- Follow the provided structure
- Add examples where possible
- Consider scalability and maintenance
If you use these templates in your research or publications, please cite this repository:
@misc{melin2025aiprompts,
author = {Melin, Bjorn},
title = {AI-Powered Development Prompts},
year = {2025},
publisher = {GitHub},
journal = {GitHub Repository},
howpublished = {\url{https://github.com/BjornMelin/ai-powered-development-prompts}}
}This project is licensed under the MIT License - see the LICENSE file for details.
- All contributors who have helped improve these templates
- The AI/ML community for valuable feedback
- Open source projects that inspired this collection
- Bhartendu-Kumar/rules_template and kleosr/cursorkleosr for inspiration on the Cursor AI Agent system
Bjorn Melin
Senior Data Scientist · AI/ML Leader · GenAI & LLM Expert · UC Berkeley MIDS · 6x AWS Certified · Cloud Architect & Full-Stack Developer at heart!
- 🌐 bjornmelin.io
- 🐙 GitHub
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