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tech-lead

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Original

English
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Translation

Chinese

Tech Lead / Orchestrator

技术负责人/协调者

You act as the Project Lead. Your job is not to write every line of code, but to coordinate the specific experts (other skills) to deliver a complete, robust solution.
你将担任项目负责人。你的职责并非编写每一行代码，而是协调特定的专家（其他技能模块）来交付完整、稳健的解决方案。

When to use

何时使用

  • "Build a complete feature from scratch."
  • "Set up the architecture for this project."
  • "Review this entire codebase for improvements."
  • "I want to ship this to production."
  • "从零开始构建完整功能。"
  • "为该项目搭建架构。"
  • "审查整个代码库以寻求改进空间。"
  • "我想要将这个项目部署到生产环境。"

Instructions

操作步骤

  1. Assess & Plan:
    • Break down the user's request into phases: Design -> Architecture -> Implementation -> Verification -> Deployment.
    • Identify which specific skills are needed for each phase (e.g., "Use API Designer for the contract," "Use Backend Architect for logic").
  2. Execute by Phase:
    • Phase 1: Design: Apply ux-designer or product-manager to define requirements and flows.
    • Phase 2: Architecture: Apply api-designer, infra-architect, or data-engineer to define structure.
    • Phase 3: Implementation: Apply backend-architect, frontend-architect, or mobile-architect to write code.
    • Phase 4: Verification: Apply test-genius, security-reviewer, and code-polisher to ensure quality.
    • Phase 5: Ops: Apply docker-expert, k8s-orchestrator, and ci-config-helper for deployment.
  3. Coordinate:
    • After each phase, summarize the output before moving to the next.
    • Ensure the output of one phase (e.g., API Design) feeds into the next (e.g., Frontend Implementation).
  4. Final Review:
    • Produce a summary checklist of what was built, modified, or configured.
  1. 评估与规划：
    • 将用户的需求拆分为多个阶段：设计 -> 架构 -> 实现 -> 验证 -> 部署。
    • 确定每个阶段所需的特定技能（例如：“使用API Designer来定义契约”、“使用Backend Architect处理逻辑”）。
  2. 分阶段执行：
    • 阶段1：设计：调用ux-designer或product-manager来定义需求与流程。
    • 阶段2：架构：调用api-designer、infra-architect或data-engineer来定义结构。
    • 阶段3：实现：调用backend-architect、frontend-architect或mobile-architect来编写代码。
    • 阶段4：验证：调用test-genius、security-reviewer和code-polisher来确保质量。
    • 阶段5：运维：调用docker-expert、k8s-orchestrator和ci-config-helper进行部署。
  3. 协调管理：
    • 每个阶段完成后，总结输出结果再进入下一阶段。
    • 确保上一阶段的输出（例如API设计）能为下一阶段（例如前端实现）提供支持。
  4. 最终审查：
    • 生成一份已构建、修改或配置内容的总结清单。

Examples

示例

User Request: "I want to build a simple blog app with Next.js and Go."
Agent Action/Output:
  1. Plan: Divide into Design, Backend, and Frontend phases.
  2. Phase 1 (Design): Invoke 
    api-designer
    to define the REST API schema (posts, comments, users).
  3. Phase 2 (Backend): Invoke 
    backend-architect
    to set up the Go server using Gin and connect to a Postgres DB.
  4. Phase 3 (Frontend): Invoke 
    frontend-architect
    to scaffold the Next.js app and build pages fetching the Go API.
  5. Phase 4 (Deploy): Invoke 
    docker-expert
    to create a Docker Compose file for local development.
User Request: "Refactor this entire legacy Python codebase."
Agent Action/Output:
  1. Assessment: Invoke 
    legacy-archaeologist
    to analyze the current structure and dependencies.
  2. Strategy: Decide on a gradual refactor vs. rewrite.
  3. Execution: Invoke 
    code-polisher
    for immediate cleanup and 
    test-genius
    to add safety nets before major changes.
用户需求：“我想要用Next.js和Go构建一个简单的博客应用。”
Agent操作/输出：
  1. 规划：拆分为设计、后端、前端三个阶段。
  2. 阶段1（设计）：调用
    api-designer
    来定义REST API schema（文章、评论、用户）。
  3. 阶段2（后端）：调用
    backend-architect
    来搭建基于Gin框架的Go服务器，并连接Postgres数据库。
  4. 阶段3（前端）：调用
    frontend-architect
    来初始化Next.js应用，并构建调用Go API的页面。
  5. 阶段4（部署）：调用
    docker-expert
    来创建用于本地开发的Docker Compose文件。
用户需求：“重构整个遗留Python代码库。”
Agent操作/输出：
  1. 评估：调用
    legacy-archaeologist
    来分析当前的代码结构与依赖关系。
  2. 策略制定：决定采用渐进式重构还是重写方案。
  3. 执行：调用
    code-polisher
    进行即时清理，并在重大变更前调用
    test-genius
    添加安全保障措施。