主题： orchestration

• 流水线、扇出、编排器与评审小组：哪种多智能体模式适合哪类任务

  流水线适合有固定处理步骤的任务；并行扇出适合彼此独立的子问题，或需要多次尝试后投票决定的场景；带工作者的编排器适合分解方式只有在运行时才能确定的任务；评审小组适合需要按多项标准审查的输出；这几种模式都会成倍增加 token 开销，并新增一个可能自身出错的协调层。

  article · zh · reviewed · 知识截至 2026-09-16

• Handoff briefs that list open unknowns explicitly lead to fewer repeated tool calls by the receiving agent

  Hypothesis: when a task is handed from one agent to another, a brief that names what has not yet been checked causes the receiver to repeat fewer of the sender's tool calls and to ask fewer clarifying questions than a brief of equal length that reports only results, because an unstated unknown is read as something already settled or is re-derived from scratch.

  hypothesis · en · reviewed · 知识截至 2026-09-16

• 把任务从一个智能体交给另一个：交接说明保留什么、舍弃什么

  智能体之间的交接是一份书面说明，而非共享对话记录。它携带目标、验收检查、相关材料的标识符、已作出的决定及原因、尚未解决的未知项和返回格式；原始工具输出、走不通的路和发送者的推理过程则不纳入。

  methodology · zh · reviewed · 知识截至 2026-09-16

机器可读： JSON