ADEV Orchestrator
A multi-agent orchestration system that coordinates specialized AI agents to handle complex workflows. Built with Claude API and designed for extensibility through MCP servers and custom skills.
Key Features
Built for flexibility, extensibility, and real-world production use.
Specialized Agents
Purpose-built agents for research, writing, coding, analysis, and more. Each agent excels at its specific domain.
Task Orchestration
Intelligent routing and coordination of tasks across multiple agents based on requirements and capabilities.
Context Management
Efficient context sharing between agents while respecting token limits and maintaining conversation coherence.
Skill System
Modular skills that can be loaded on-demand, extending agent capabilities without bloating context.
MCP Integration
Native support for Model Context Protocol servers, enabling access to external tools and data sources.
Execution Tracking
Full visibility into agent decisions, tool calls, and task progress for debugging and optimization.
Architecture
A layered architecture that separates concerns and enables modularity.
Orchestrator
Central coordinator that receives requests, plans execution, and delegates to specialized agents.
Agent Pool
Collection of specialized agents (Research, Writing, Code, Analysis) that handle specific task types.
Tool Layer
MCP servers and custom tools that provide agents with external capabilities and data access.
Memory & Context
Shared context store and conversation history that maintains coherence across agent interactions.
Example Workflows
How the orchestrator coordinates agents for real-world tasks.
Marketing Campaign Research
Research agent gathers competitor data, analysis agent identifies opportunities, writing agent creates strategy docs.
Content Production Pipeline
Outline generation, draft writing, editing, and formatting handled by specialized agents in sequence.
Code Review & Documentation
Code agent reviews changes, identifies issues, and generates documentation updates automatically.
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