Development Orchestrator Framework

A powerful multi-agent orchestration framework designed for development tasks with parallel processing, dynamic agent creation, and self-learning capabilities.

Features

• Dynamic Agent Creation: Create specialized agents on-demand based on task requirements
• Parallel Task Execution: Execute multiple tasks concurrently with configurable limits
• Self-Learning System: Learn from execution patterns to optimize future performance
• Event-Driven Architecture: Real-time communication between agents and orchestrator
• Extensible Agent Base: Easy creation of custom agents for specific domains
• Task Dependencies: Handle complex workflows with task dependencies and priorities
• Performance Monitoring: Track agent and system performance metrics

Quick Start

# Install dependencies
npm install

# Start the orchestrator
node agents/orchestrator_controller.js

# Or use PM2 for production
npm start

Architecture

orchestrator-framework/
├── agents/
│   ├── base_agent.js              # Base class for all agents
│   └── orchestrator_controller.js  # Main orchestration controller
├── config/
│   ├── models.json                # AI model configurations
│   └── orchestrator.json          # Framework configuration
├── parallel-engine/
│   ├── main.js                    # Parallel processing engine
│   └── worker.js                  # Worker thread implementation
├── quantum-core/
│   ├── evolution-engine.js        # Self-improvement system
│   └── capability-enhancer.js     # Dynamic capability enhancement
├── scripts/
│   ├── orchestrator.js            # Basic orchestration script
│   └── parallel_orchestrator.js   # Parallel execution script
├── tasks/
│   └── task_manager.js            # Task management system
└── monitoring/
    └── health_monitor.js          # Health monitoring service

Creating Custom Agents

const { BaseAgent } = require('./agents/base_agent');

class MyCustomAgent extends BaseAgent {
  constructor(config) {
    super({
      ...config,
      name: 'MyCustomAgent',
      type: 'specialist',
      capabilities: ['custom_task', 'analysis']
    });
  }

  async performTask(task) {
    // Implement your custom task logic
    return { success: true, result: 'Task completed' };
  }
}

CLI Commands

When running the orchestrator, you have access to these commands:

• status - Display system status and agent information
• create - Create example development tasks
• process - Process all queued tasks
• agent - Create a new dynamic agent
• parallel - Run parallel execution demo
• learn - Display learning insights
• quit - Shutdown the orchestrator

Configuration

Edit config/orchestrator.json to customize:

• Maximum parallel tasks
• Maximum number of agents
• Logging levels
• Module enable/disable
• Performance targets

API Integration

The framework can be integrated into existing projects:

const OrchestratorController = require('./agents/orchestrator_controller');

const orchestrator = new OrchestratorController();
await orchestrator.initialize();

// Create and execute tasks
orchestrator.createTask('Build', 'Build the project', 
  { target: 'production' }, 
  ['compilation', 'bundling']
);

const results = await orchestrator.processTasks();

Performance

• Handles up to 10 parallel tasks by default (configurable)
• Supports up to 20 concurrent agents
• Event-driven architecture for real-time responsiveness
• Automatic agent creation based on workload

License

MIT

Built With

• css
• html
• javascript
• perl
• python
• shell