JAEGIS - AI Agent Intelligence System

Command Processing & GitHub Integration Framework

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

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

# 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

# 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 - Detailed setup instructions

• API Reference - Complete API documentation

• Architecture Guide - System architecture details

• Contributing - How to contribute to the project

🤝 Contributing

We welcome contributions! Please see our Contributing Guide for details.

📄 License

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

🔗 Links

• GitHub Repository: https://github.com/usemanusai/JAEGIS

• Documentation: https://usemanusai.github.io/JAEGIS

• Issues: https://github.com/usemanusai/JAEGIS/issues

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Built with ❤️ by the JAEGIS Development Team