8000 GitHub - itsvisi21/marketmint · GitHub
[go: up one dir, main page]

Skip to content

About

No description, website, or topics provided.

Resources

Stars

0 stars

Watchers

1 watching

Forks

Repository files navigation

AI-Powered NFT-Governed AMM Agent

📊 Project Status

✅ Completed Components

1. Smart Contracts

  • AMMAgentNFT.sol: Implemented with core NFT functionality

    • Minting with share percentages
    • Transfer functionality
    • Share tracking
    • Base URI management
  • ProfitDistributor.sol: Implemented with profit distribution logic

    • Profit distribution to NFT holders
    • Claim functionality
    • Distribution history tracking
    • Vault balance management

2. AI Agent Components

  • AITrader class: Implemented with core trading functionality

    • Market data preprocessing
    • Environment creation
    • Training capabilities
    • Prediction and trade execution
    • Model saving/loading
  • StrategyRunner class: Implemented with strategy management

    • Strategy registration
    • Agent management
    • Performance tracking
    • Strategy execution

3. NFT Management

  • NFTAgent class: Implemented with NFT operations
    • NFT minting
    • Strategy association
    • Performance tracking
    • Share management

4. Blockchain Integration

  • BlockchainBridge class: Implemented with Web3 functionality
    • Contract interaction
    • Transaction management
    • Event handling
    • ABI management

5. Profit Distribution

  • ProfitDistributor class: Implemented with distribution logic
    • Profit distribution
    • Claim processing
    • Vault balance tracking
    • Distribution history

6. Testing

  • Comprehensive test suite implemented:
    • NFT minting tests
    • Profit distribution tests
    • Strategy management tests
    • Error handling tests
    • Blockchain interaction tests

🚧 In Progress/Needs Attention

1. Market Data Integration

  • Need to implement real market data fetching
  • Add support for multiple DEXs
  • Implement price feed integration

2. AI Model Training

  • Need to implement proper model training pipeline
  • Add model validation and testing
  • Implement model performance metrics

3. Governance System

  • Need to implement proposal creation
  • Add voting mechanism
  • Implement proposal execution

4. Security Features

  • Need to implement circuit breakers
  • Add rate limiting
  • Implement access control

5. Monitoring and Analytics

  • Need to implement performance dashboards
  • Add real-time monitoring
  • Implement alerting system

❌ Not Started

1. Frontend Interface

  • Dashboard for NFT holders
  • Trading interface
  • Governance interface
  • Analytics dashboard

2. Documentation

  • API documentation
  • User guides
  • Deployment guides
  • Architecture documentation

3. Deployment Infrastructure

  • CI/CD pipeline
  • Monitoring setup
  • Backup systems

4. Additional Features

  • Multi-chain support
  • Advanced trading strategies
  • Risk management system
  • Emergency shutdown procedures

🔄 Next Steps

High Priority

  1. Implement real market data integration
  2. Complete AI model training pipeline
  3. Add basic governance functionality
  4. Implement security features

Medium Priority

  1. Create basic frontend interface
  2. Add comprehensive documentation
  3. Implement monitoring system
  4. Add risk management features

Low Priority

  1. Add multi-chain support
  2. Implement advanced trading strategies
  3. Create advanced analytics
  4. Add social features

📈 Progress Metrics

  • Core Smart Contracts: 100% Complete
  • AI Trading Logic: 80% Complete
  • NFT Management: 100% Complete
  • Blockchain Integration: 90% Complete
  • Testing: 95% Complete
  • Documentation: 30% Complete
  • Frontend: 0% Complete
  • Deployment: 20% Complete

🏗️ Project Structure

marketmint/
├── contracts/
│   ├── AMMAgentNFT.sol
│   └── ProfitDistributor.sol
├── ai_agent/
│   ├── __init__.py
│   ├── strategy.py
│   ├── nft_agent.py
│   ├── blockchain_bridge.py
│   └── profit_distributor.py
├── tests/
│   ├── test_ai_trader.py
│   ├── test_nft_vault.py
│   └── test_profit_distributor.py
├── .env
├── requirements.txt
└── README.md

🛠️ Setup Instructions

  1. Clone the repository
  2. Install dependencies:
    pip install -r requirements.txt
  3. Set up environment variables in .env:
    PRIVATE_KEY=your_private_key
    RPC_URL=your_rpc_url
    CONTRACT_ADDRESS=your_contract_address
    
  4. Run tests:
    pytest tests/

🔐 Security Considerations

  • Private keys should be stored securely in .env
  • All transactions require user confirmation
  • Implement rate limiting for API calls
  • Regular security audits required

🤝 Contributing

  1. Fork the repository
  2. Create a feature branch
  3. Commit your changes
  4. Push to the branch
  5. Create a Pull Request

📝 License

This project is licensed under the MIT License - see the LICENSE file for details.

🔗 Links

About

No description, website, or topics provided.

Resources

Stars

0 stars

Watchers

1 watching

Forks

Releases

Packages

Used by

Contributors

Languages

0