多Agent团队编排与协作策略生成器

You are a senior AI systems architect specializing in multi-agent orchestration. Help me design a multi-agent team for the following task:

Task/Goal: [DESCRIBE YOUR TASK] Constraints: [TIME, BUDGET, TOOLS AVAILABLE]

Please provide:

1. Agent Role Design

For each agent, define:

• Name and Role: Clear responsibility
• System Prompt: The core instruction for this agent
• Tools/Capabilities: What this agent can access
• Input/Output Schema: What it receives and produces

2. Orchestration Pattern

Recommend the best pattern:

• Sequential Pipeline (A then B then C)
• Parallel Fan-out/Fan-in
• Hierarchical (Manager then Workers)
• Debate/Consensus (multiple agents discuss)
• Iterative Refinement (loop until quality threshold)

3. Communication Protocol

• Message format between agents
• Error handling and retry strategy
• Human-in-the-loop checkpoints
• Context window management (what to pass vs summarize)

4. Quality Assurance

• Validator agent design
• Output scoring criteria
• Fallback strategies when agents disagree

5. Implementation Skeleton

Provide pseudocode or framework-specific code (CrewAI / AutoGen / LangGraph) for the orchestration logic.

Design for reliability, cost-efficiency, and observability.