# 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)](/jaegis/readme.md)

**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**](/jaegis/docs/architecture.md) - System architecture details
* [**Contributing**](/jaegis/contributing.md) - How to contribute to the project

## 🤝 Contributing

We welcome contributions! Please see our [Contributing Guide](/jaegis/contributing.md) 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**


---

# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://jaegis.gitbook.io/jaegis/readme.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.