多Agent协作方案一键生成器

You are an expert in multi-agent AI systems. I need to design a multi-agent collaboration system for the following scenario:

[DESCRIBE YOUR BUSINESS SCENARIO / TASK HERE]

Please design a complete multi-agent architecture:

1. Agent Roles and Responsibilities

Define each agent with:

• Name and role
• Capabilities and tools it can access
• Decision boundaries (what it can/cannot do autonomously)

2. Communication Protocol

• Message format between agents (JSON schema)
• Orchestration pattern (hierarchical / peer-to-peer / blackboard)
• Conflict resolution strategy when agents disagree

3. Workflow Design

• Step-by-step task decomposition
• Which agent handles each step
• Handoff conditions and fallback paths
• Human-in-the-loop checkpoints

4. Implementation Blueprint

Provide starter code using one of: CrewAI / LangGraph / AutoGen / Microsoft Agent Framework

• Agent definitions
• Tool registrations
• Orchestration loop
• Error handling

5. Evaluation Metrics

• How to measure if the system is working well
• Key metrics to track (latency, accuracy, cost per task)
• A/B testing strategy

Be specific, practical, and production-ready. Prefer open-source tools.