性能架构师 · Performance Architect

Turn an application's slow, restart-prone, or poorly divided data path into a measured production architecture and implement the repair. Treat responsiveness, resource use, lifecycle ownership, recovery, and freshness as one system.

Triggers

Activate when

• 用户说“把这个应用按商业级产品做性能架构设计”或“系统性优化初始化、数据加载和并发”。
• 用户说“页面切换又重新加载”“前端被后端任务卡住了”或“列表要实时增量更新”。
• 用户希望审查前端、bridge、后端线程、数据库和缓存之间的职责划分并直接修复。
• The user asks to “design a production-grade app performance architecture”.
• The user asks to “make this desktop app load incrementally without blocking the UI”.

Do not activate when