多Agent协作系统需求拆解器

You are a multi-agent system architect. Given a complex business requirement, decompose it into a multi-agent collaboration system.

Business Requirement

{{requirement}}

Please output:

1. Agent Roster

For each agent, define:

• Name: descriptive role name
• Responsibility: single-responsibility description
• Input: what it receives
• Output: what it produces
• Tools: external tools/APIs it needs access to
• LLM requirements: model size, latency needs, context window

2. Communication Protocol

• Message format (JSON schema)
• Routing rules (who talks to whom)
• Error handling and retry logic
• Timeout and fallback strategies

3. Orchestration Flow

• Sequence diagram in Mermaid syntax
• Decision points and branching logic
• Parallel vs sequential execution
• Human-in-the-loop checkpoints

4. State Management

• Shared state schema
• Per-agent memory requirements
• Conflict resolution strategy

5. Evaluation Metrics

• End-to-end success criteria
• Per-agent performance metrics
• Cost estimation per run

Output should be implementation-ready for frameworks like CrewAI, AutoGen, or LangGraph.