apollo-research-synthesis

多Agent任务协调模式:研究阶段并行执行,综合阶段由主Agent自己完成。 避免让子Agent做综合判断——那是Coordinator的工作。 触发词:并行研究、综合、汇总、Coordinator模式、多Agent协作。

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Install skill "apollo-research-synthesis" with this command: npx skills add nic-yuan/apollo-research-synthesis

Apollo Research-Synthesis - 研究/综合分离原则

核心准则

多人并行研究,最后一个人汇总。不要让子Agent去综合——那是Coordinator的工作。

Claude Code Coordinator的工作流:

阶段谁做做什么
ResearchWorkers(并行)各自研究不同方向
SynthesisCoordinator(自己)读取结果,形成实施规格
ImplementationWorkers按规格做改动
VerificationWorkers测试改动是否有效

关键规则

1. 研究阶段可以并行

  • 独立的研究任务同时跑
  • 各自探索不同文件/方向
  • 不要让一个Worker等另一个

2. 综合阶段必须自己来

  • ❌ "based on your findings"
  • ✅ "Fix null pointer in src/auth/validate.ts:42"
  • 综合者必须自己理解所有研究结果,不能转发给另一个Agent去综合

3. 验证必须 fresh eyes

  • ❌ Continue(继续用刚写代码的Agent)
  • ✅ Spawn fresh(新Agent来验证)
  • 新Agent没有之前的假设,能发现问题

4. 失败优先 Continue

  • 修正失败 → 继续用同一个Agent(它有错误上下文)
  • 不要急着新Spawn

Fork 隔离原则

子Agent有独立对话上下文:

  • 危险操作在独立空间跑
  • 不会污染主对话
  • sessions_spawn 实现隔离

应用检查表

  • 研究任务是否真的独立可以并行?
  • 综合判断是否应该由主Agent自己完成?
  • 验证是否需要新的"眼睛"(fresh Agent)?
  • 是否有需要隔离的危险操作?

参考

来源:Claude Code coordinatorMode.ts,512,000行源码研究

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