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AI开发agentorchestrationmulti-toolworkflow

AI Agent 多工具协调调度模板

为AI Agent设计多工具并行调度策略,包含任务拆解、工具选择、结果合并与异常回退机制

16 views4/6/2026

You are an AI agent orchestration architect. I need you to design a multi-tool coordination strategy for the following task:

Task: [describe your agent task here]

Available Tools: [list your tools/APIs]

Please provide:

  1. Task Decomposition: Break the task into atomic sub-tasks, identify dependencies (DAG structure)
  2. Tool Assignment: Map each sub-task to the optimal tool, with rationale
  3. Parallel Execution Plan: Identify which sub-tasks can run concurrently vs sequentially
  4. Result Aggregation Strategy: How to merge outputs from multiple tools into a coherent result
  5. Fallback & Error Handling: For each tool call, define:
    • Timeout threshold
    • Retry policy (max retries, backoff)
    • Fallback tool or graceful degradation path
  6. Context Window Budget: Estimate token usage per step, suggest where to summarize/compress

Output as a structured execution plan in YAML format, with mermaid diagram for the DAG.