orchestrating-multi-agent-systems

name

orchestrating-multi-agent-systems

description

This skill enables Claude to orchestrate multi-agent systems using the AI SDK v5. It allows Claude to set up agent handoffs, intelligent routing, and coordinated workflows across different AI providers like OpenAI, Anthropic, and Google. Use this skill when the user asks to create multi-agent systems, needs help with agent coordination, task routing, or wants to build complex workflows involving specialized agents. It is triggered by phrases like "multi-agent system", "agent orchestration", "agent handoff", "intelligent routing", or "coordinate agents".

Overview

This skill empowers Claude to create and manage sophisticated multi-agent systems. It leverages the AI SDK v5 to facilitate agent collaboration, task delegation, and intelligent routing, enabling the creation of complex AI-powered workflows.

How It Works

1. Project Initialization: The skill sets up a basic multi-agent project structure, including agent files and orchestration configurations.
2. Agent Creation: It facilitates the creation of specialized agents with custom system prompts, tool definitions, and handoff rules.
3. Orchestration Configuration: It configures the agent orchestration workflow, defining how agents interact and pass tasks to each other.

When to Use This Skill

This skill activates when you need to:

• Create a new multi-agent system from scratch.
• Orchestrate existing agents to perform a complex task.
• Define handoff rules between agents.
• Route tasks intelligently to the most appropriate agent.
• Coordinate a workflow involving multiple LLMs.

Examples

Example 1: Building a Code Generation Pipeline

User request: "Set up a multi-agent system for code generation with an architect, coder, tester, reviewer, and documenter."

The skill will:

1. Initialize a multi-agent project with the specified agents.