# JAEGIS - AI Agent Intelligence System

## Command Processing & GitHub Integration Framework

[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT) [![Node.js](https://img.shields.io/badge/Node.js-18+-green.svg)](https://nodejs.org/) [![Python](https://img.shields.io/badge/Python-3.8+-blue.svg)](https://python.org/) [![Status](https://img.shields.io/badge/Status-In%20Development-orange.svg)](https://jaegis.gitbook.io/jaegis-docs/readme)

**JAEGIS** (AI Agent Intelligence System) is a sophisticated command processing framework that enables AI agents to dynamically fetch, process, and execute commands from GitHub repositories. Built with a hybrid Node.js and Python architecture for optimal performance and flexibility.

## 🌟 Key Features

* **🤖 Intelligent Command Processing** - Dynamic command interpretation and routing
* **🌐 GitHub Integration** - Real-time command fetching from GitHub repositories
* **⚡ Hybrid Architecture** - Node.js for performance, Python for AI/ML capabilities
* **🧠 Context-Aware Help System** - Intelligent help and documentation system
* **🔄 Smart Caching** - Intelligent caching with automatic updates
* **🛡️ Error Handling** - Comprehensive error handling with suggestions
* **📊 Real-time Monitoring** - System health and performance monitoring

## 🏗️ Architecture Overview

```mermaid
graph TB
    subgraph "Configuration Layer"
        A[Agent Config File]
        B[GitHub Repository]
        C[Local Cache]
    end
    
    subgraph "Processing Layer"
        D[JAEGIS Method Agent]
        E[Command Parser]
        F[Decision Engine]
        G[HTTP Client]
    end
    
    subgraph "Execution Layer"
        H[Command Executor]
        I[Help System]
        J[Error Handler]
        K[Response Formatter]
    end
    
    A --> D
    B --> G
    C --> D
    D --> E
    E --> F
    F --> H
    F --> I
    F --> J
    H --> K
    I --> K
    J --> K
```

## 🚀 Quick Start

### Prerequisites

* **Node.js** 18+
* **Python** 3.8+
* **Git**

### Installation

```bash
# Clone the repository
git clone https://github.com/usemanusai/JAEGIS.git
cd JAEGIS

# Install Node.js dependencies
npm install

# Install Python dependencies
pip install -r requirements.txt

# Configure the system
cp config/config.example.json config/config.json
# Edit config.json with your settings
```

### Basic Usage

```bash
# Start the JAEGIS system
npm start

# Or use the CLI directly
node src/cli.js /help
```

## 📁 Project Structure

```
JAEGIS/
├── 📁 src/                     # Source code
│   ├── 📁 nodejs/              # Node.js components
│   ├── 📁 python/              # Python components
│   └── 📁 shared/              # Shared utilities
├── 📁 config/                  # Configuration files
├── 📁 commands/                # Command definitions
├── 📁 docs/                    # Documentation
├── 📁 tests/                   # Test suites
├── 📁 examples/                # Usage examples
├── 📁 scripts/                 # Build and deployment scripts
└── 📁 .github/                 # GitHub workflows
```

## 🎯 Core Components

### Command Processing Engine (Node.js)

High-performance command processing and routing system.

### GitHub Integration Module (Python)

Intelligent GitHub API integration with markdown parsing capabilities.

### Decision Engine

Smart routing logic that determines optimal processing paths.

### Help System

Dynamic help system with context-aware documentation.

## 📚 Documentation

* [**Installation Guide**](https://github.com/usemanusai/JAEGIS/blob/main/docs/installation.md) - Detailed setup instructions
* [**API Reference**](https://github.com/usemanusai/JAEGIS/blob/main/docs/api.md) - Complete API documentation
* [**Architecture Guide**](https://jaegis.gitbook.io/jaegis-docs/docs/architecture) - System architecture details
* [**Contributing**](https://jaegis.gitbook.io/jaegis-docs/contributing) - How to contribute to the project

## 🤝 Contributing

We welcome contributions! Please see our [Contributing Guide](https://jaegis.gitbook.io/jaegis-docs/contributing) for details.

## 📄 License

This project is licensed under the MIT License - see the [LICENSE](https://github.com/usemanusai/JAEGIS/blob/main/LICENSE/README.md) file for details.

## 🔗 Links

* **GitHub Repository**: <https://github.com/usemanusai/JAEGIS>
* **Documentation**: <https://usemanusai.github.io/JAEGIS>
* **Issues**: <https://github.com/usemanusai/JAEGIS/issues>

***

**Built with ❤️ by the JAEGIS Development Team**