# openclaw-memory-optimizer

**Repository Path**: lucas_YIN/openclaw-memory-optimizer

## Basic Information

- **Project Name**: openclaw-memory-optimizer
- **Description**: OpenClaw Memory Optimizer - AI Agent Memory Management System
- **Primary Language**: Unknown
- **License**: MIT
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 1
- **Forks**: 0
- **Created**: 2026-03-09
- **Last Updated**: 2026-03-13

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# OpenClaw Memory Optimizer

[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
[![Python 3.8+](https://img.shields.io/badge/python-3.8+-blue.svg)](https://www.python.org/downloads/)
[![Platform](https://img.shields.io/badge/platform-macOS%20%7C%20Linux%20%7C%20Windows-lightgrey.svg)]()

A high-performance memory optimization system designed specifically for OpenClaw AI agents. This library provides intelligent memory management, context compression, and adaptive optimization strategies to maximize agent performance.

## 🌟 Features

- **Intelligent Memory Management**: Automatic memory allocation and deallocation based on workload
- **Context Compression**: Smart compression algorithms to reduce memory footprint
- **Adaptive Optimization**: Self-tuning system that adapts to usage patterns
- **Cross-Platform**: Supports macOS, Linux, and Windows
- **Easy Integration**: Simple API for seamless integration with OpenClaw agents
- **Performance Monitoring**: Real-time memory usage tracking and analytics

## 📦 Installation

### From PyPI (Recommended)

```bash
pip install openclaw-memory-optimizer
```

### From Source

```bash
git clone https://gitee.com/yourusername/openclaw-memory-optimizer.git
cd openclaw-memory-optimizer
pip install -e .
```

## 🚀 Quick Start

```python
from openclaw_memory_optimizer import MemoryOptimizer

# Initialize the optimizer
optimizer = MemoryOptimizer()

# Configure optimization settings
optimizer.configure(
    max_memory_mb=4096,
    compression_enabled=True,
    auto_cleanup=True
)

# Start optimization
optimizer.start()

# Your agent code here...

# Stop optimization
optimizer.stop()
```

## 📊 Architecture

```
┌─────────────────────────────────────────────────────────────┐
│                    Memory Optimizer                          │
├─────────────────────────────────────────────────────────────┤
│  ┌──────────────┐  ┌──────────────┐  ┌──────────────┐      │
│  │   Context    │  │   Memory     │  │  Adaptive    │      │
│  │  Compressor  │  │   Manager    │  │   Engine     │      │
│  └──────────────┘  └──────────────┘  └──────────────┘      │
├─────────────────────────────────────────────────────────────┤
│                    OpenClaw Agent Layer                      │
└─────────────────────────────────────────────────────────────┘
```

## 📖 Documentation

- [Installation Guide](docs/installation.md)
- [API Reference](docs/api-reference.md)
- [Architecture Overview](docs/architecture.md)
- [Configuration Guide](docs/configuration.md)
- [Examples](examples/)

## 🛠️ Development

### Setup Development Environment

```bash
# Clone the repository
git clone https://github.com/yourusername/openclaw-memory-optimizer.git
cd openclaw-memory-optimizer

# Create virtual environment
python -m venv venv
source venv/bin/activate  # On Windows: venv\Scripts\activate

# Install development dependencies
pip install -e ".[dev]"
```

### Running Tests

```bash
pytest tests/ -v
```

### Code Quality

```bash
# Run linting
flake8 src/

# Run type checking
mypy src/

# Run formatting
black src/ tests/
```

## 🤝 Contributing

We welcome contributions! Please see our [Contributing Guide](CONTRIBUTING.md) for details.

## 📄 License

This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.

## 🙏 Acknowledgments

- OpenClaw community for inspiration and feedback
- Contributors who have helped shape this project

## 📞 Support

- **Issues**: [GitHub Issues](https://github.com/yourusername/openclaw-memory-optimizer/issues)
- **Discussions**: [GitHub Discussions](https://github.com/yourusername/openclaw-memory-optimizer/discussions)

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Made with ❤️ for the OpenClaw community