Zustand Patterns

批量处理与长时任务编排模式。涵盖队列管理、并发调度、中断恢复、熔断器、远程任务轮询、进度报告和反风控策略。适用于批量文件处理、AI API 调用、爬虫和后台任务场景。

Patterns for skeleton loaders, shimmer effects, and loading states that match design system aesthetics. Covers skeleton components, shimmer animations, and progressive loading. Use when building polished loading experiences. Triggers on skeleton, loading state, shimmer, placeholder, loading animation.

Systematic task implementation using TDD, phase checkpoints, and structured commits. Ensures quality through red-green-refactor cycles, 80% coverage gates, and verification protocols before proceeding.

Use when building React 18+ applications requiring component architecture, hooks patterns, or state management. Invoke for Server Components, performance optimization, Suspense boundaries, React 19 features.

React composition patterns that scale. Use when refactoring components with boolean prop proliferation, building flexible component libraries, or designing reusable APIs. Triggers on tasks involving compound components, render props, context providers, or component architecture. Includes React 19 API changes.

Build flexible React components using compound components, context providers, and explicit variants to avoid boolean prop proliferation and improve scalability.