🎮 Ultra-Efficient AI Game Development

A revolutionary approach to generating ultra-efficient code using AI language models, demonstrated through a complex browser-based idle game.

Note: This project is intentionally hosted via Claude's artifact system to demonstrate the complete, self-contained nature of the AI-generated code. While traditional deployment methods were considered, maintaining the code in its original form better showcases the optimization techniques achieved through AI prompting.

Try the Game • Read the Article • Follow Me

🚀 Project Overview

This project showcases a novel technique for instructing AI language models (specifically Claude) to generate highly optimized, efficient code. The approach is demonstrated through a fully-functional idle game featuring:

• Real-time particle physics
• Complex game mechanics
• Resource management
• Visual effects
• All in a single, optimized codebase

📖 Key Features

• Ultra-Efficient Code Generation: Novel prompting techniques for AI that result in extremely optimized code
• Advanced Game Mechanics: Complete game system with upgrades, particle effects, and resource management
• Innovative AI Interaction: New paradigm for teaching AI models to generate efficient code

💻 Technical Stack

• React
• TypeScript
• Tailwind CSS
• Canvas API
• Claude AI

📁 Repository Structure

.
├── src/
│   ├── game/              # Core game components
│   │   ├── engine.tsx     # Game engine and physics
│   │   └── ui.tsx         # UI components
│   └── prompts/           # AI prompting system
│       ├── base.md        # Base prompting template
│       └── optimized.md   # Optimization instructions
├── docs/                  # Documentation
│   ├── ARTICLE.md         # Medium article
│   └── OPTIMIZATION.md    # Optimization guide
└── examples/              # Example implementations

🎯 Key Optimization Techniques

// Traditional approach
const gameConfig = {
    units: [{
        identifier: 'cart',
        name: 'Mining Cart',
        cost: 15
    }]
}

// Optimized approach
const G={U:[{i:'c',n:'Cart',c:15}]}

🚀 Getting Started

1. Clone the repository:

git clone https://github.com/yourusername/project-name.git

2. Install dependencies:

npm install

3. Run the development server:

npm run dev

📖 Documentation

• Full Documentation
• Optimization Guide
• Contributing Guidelines

🤝 Contributing

Contributions are welcome! Please feel free to submit a Pull Request. For major changes, please open an issue first to discuss what you would like to change.

Please make sure to update tests as appropriate.

📝 License

MIT

🔗 Links

• Medium Article
• X-Twitter

👋 About Me

I'm a developer interested in pushing the boundaries of AI-assisted development. This project represents my exploration into optimizing AI-generated code and teaching AI models new ways of approaching problems.

⭐️ Show your support

Give a ⭐️ if this project helped you!

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Note: This project is part of my ongoing research into AI-assisted development. Feel free to reach out if you'd like to contribute or have questions!