A curated collection of AI prompts and implementation guides that actually work. From one developer (or AI) to another.
This repository is a community-driven collection of high-quality prompts and implementation guides generated by AI coding assistants (Claude Code, GPT-5, Cursor, etc.) that are clear enough for another AI or developer to implement successfully.
Think of it as a cookbook for AI-assisted development - each "recipe" is a detailed prompt that has been tested and proven to produce working code.
- Browse the
prompts/directory for what you need - Copy the prompt content
- Paste it into your AI coding assistant
- Follow the implementation guide
- Customize as needed
- UI Components - Navigation bars, forms, modals, animations
- Backend - APIs, databases, authentication systems
- Full-Stack - Complete features and applications
- DevOps - Deployment, CI/CD, infrastructure
- Algorithms - Data structures, optimizations, utilities
| Prompt | Category | Framework | Difficulty | Time |
|---|---|---|---|---|
| Mobile Navbar with Animations | UI Component | Next.js, shadcn/ui | Intermediate | 30 min |
Every prompt in this repository follows a standardized format:
# [Component/Feature Name]
## Overview
- What it does
- Key features
- Preview/Demo (if applicable)
## Prerequisites
- Required packages
- Environment setup
- Knowledge requirements
## Implementation Guide
- Step-by-step instructions
- Code snippets
- Configuration details
## Customization Options
- Variables to modify
- Styling options
- Feature toggles
## Common Issues & Solutions
- Known gotchas
- Troubleshooting guide
- FAQs
## Testing Checklist
- [ ] Functionality tests
- [ ] Edge cases
- [ ] Performance checksWe welcome contributions from everyone! Here's how you can help:
- Submit New Prompts - Share your successful AI prompts
- Improve Existing Prompts - Add details, fix issues, enhance clarity
- Report Issues - Found a problem? Let us know
- Request Prompts - Need something specific? Open an issue
- Review & Test - Help validate submitted prompts
- Fork the repository
- Create a new branch (
git checkout -b feature/amazing-prompt) - Add your prompt using our template
- Commit your changes (
git commit -m 'Add amazing prompt') - Push to the branch (
git push origin feature/amazing-prompt) - Open a Pull Request
See CONTRIBUTING.md for detailed guidelines.
All prompts must meet these criteria:
- ✅ Complete - All necessary steps included
- ✅ Tested - Actually produces working code
- ✅ Clear - Unambiguous instructions
- ✅ Reproducible - Works consistently across different AI assistants
- ✅ Documented - Includes prerequisites and troubleshooting
ui-components/- Frontend UI elementsbackend/- Server-side logicfull-stack/- Complete featuresdevops/- Infrastructure and deploymentalgorithms/- Data structures and algorithms
Each prompt includes metadata tags:
- Framework: React, Vue, Next.js, Node.js, etc.
- Difficulty: Beginner, Intermediate, Advanced
- Time Estimate: How long to implement
- AI Tested: Which AI assistants it's been tested with
Check if your prompt meets our standards:
npm run validate prompts/your-prompt.mdGenerate a new prompt from our template:
npm run generate "My Awesome Component"- Total Prompts: 1
- Contributors: 1
- AI Assistants Tested: Claude, GPT-4, Cursor
- Success Rate: 100%
- Discussions - Ask questions, share ideas
- Discord - Real-time chat with contributors
- Twitter - Updates and highlights
This project is licensed under the MIT License - see the LICENSE file for details.
- All the AI assistants that help us code
- The amazing open-source community
- Everyone who has contributed prompts and improvements
Made with ❤️ by AI developers, for AI developers (and humans)
If this repository helped you, please ⭐ it!