多 Agent 系统开发 Multi-Agent System Development

部分覆盖 Partial

构建多 Agent 协作系统的完整方法论，从架构到接口标准化 Complete methodology for building multi-agent collaborative systems

入口条件 Entry Condition

你需要构建一个多 Agent 协作系统 You need to build a multi-agent collaborative system

交付物 Deliverables

Agent 系统完成，多 Agent 能按职责正确协作 Agent system complete, multi-agent collaboration working correctly

4 个步骤 4 Steps

架构设计 Architecture Design

Solo Solo

明确哪些任务需要子代理，定义通信和评审流程 Identify which tasks need subagents, define communication and review process

子代理驱动开发（Subagent-Driven Development）

质量标准 Quality Criteria

- 明确哪些任务需要独立子代理 - 定义代理间的通信方式 - 设计两阶段评审流程 - 每个代理有清晰的职责边界 - Identify tasks needing independent subagents - Define inter-agent communication - Design two-phase review process - Each agent has clear responsibility boundaries

验证门 Verification Gate

架构是否清晰划分了代理职责？有没有职责重叠或遗漏？ Does architecture clearly separate agent responsibilities?

并行调度 Parallel Dispatch

多人协作 Multi-Agent

独立问题域各派一个代理，并发调查而非顺序排队 One agent per independent problem domain, concurrent investigation

并行代理调度（Dispatching Parallel Agents）

质量标准 Quality Criteria

- 每个独立问题域派遣一个专门代理 - 并行执行而非顺序排队 - 每个代理有明确的任务边界 - 结果汇总机制就位 - Dedicated agent per independent problem domain - Parallel execution, not sequential queuing - Clear task boundaries per agent - Result aggregation mechanism in place

验证门 Verification Gate

代理是否在独立的问题域上工作？有没有任务重叠或竞争？ Are agents working on independent domains? Any task overlap?

接口标准化 Interface Standardization

Solo Solo

用 MCP 协议标准化 Agent 与外部服务的交互接口 Standardize agent-to-external-service interfaces with MCP protocol

MCP 服务器开发指南

质量标准 Quality Criteria

- MCP 协议规范正确实现 - 工具定义清晰完整 - 错误处理和边界情况覆盖 - 接口文档齐全 - MCP protocol correctly implemented - Tool definitions clear and complete - Error handling and edge cases covered - Interface documentation complete

验证门 Verification Gate

MCP 服务器是否响应正确？工具定义是否完整覆盖所有功能？ Does MCP server respond correctly? Do tool definitions cover all functions?

评审 Review

多人协作 Multi-Agent

对 Agent 系统进行两阶段评审 Two-phase review of the agent system

请求代码评审（Requesting Code Review）

接收代码评审（Receiving Code Review）

质量标准 Quality Criteria

- 两阶段评审流程完成 - Agent 协作逻辑正确性验证 - 错误处理路径覆盖 - Two-phase review process complete - Agent collaboration logic verified - Error handling paths covered

验证门 Verification Gate

两阶段评审是否都完成？Agent 协作是否经过实际测试？ Both review phases complete? Agent collaboration actually tested?