jeremylongshore 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
- Project Initialization: The skill sets up a basic multi-agent project structure, including agent files and orchestration configurations.
- Agent Creation: It facilitates the creation of specialized agents with custom system prompts, tool definitions, and handoff rules.
- 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:
- Initialize a multi-agent project with the specified agents.
- Create individual agent files (architect.ts, coder.ts, etc.) with relevant system prompts and tool access.
- Configure an orchestration workflow to pass tasks between the agents in the order: Architect -> Coder -> Tester -> Reviewer -> Documenter.
Example 2: Intelligent Routing for Customer Support
User request: "Create a multi-agent system for customer support that routes inquiries to the appropriate agent based on the topic."
The skill will:
- Initialize a multi-agent project with a coordinator agent and specialized support agents (e.g., billing, technical support, sales).
- Configure the coordinator agent with routing rules based on topic classification.
- Implement handoff mechanisms for agents to transfer inquiries if needed.
Best Practices
- Agent Specialization: Design agents with specific expertise and limited scope for better performance.
- Clear Handoff Rules: Define clear and unambiguous handoff rules to avoid confusion and circular dependencies.
- Comprehensive Testing: Thoroughly test the multi-agent system to ensure proper coordination and task completion.
Integration
This skill integrates seamlessly with other Claude Code plugins, allowing you to combine multi-agent orchestration with other functionalities like code generation, data analysis, and external API integrations. It leverages the AI SDK v5 for robust and flexible agent management.