Batch Processing Patterns

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.

DataLoader pattern for batch processing to solve N+1 query problems. Reduces database/API calls from N+1 to 2 by batching and caching.

Patterns and practices that dramatically accelerate development velocity. Covers parallel execution, automation, feedback loops, workflow optimization, and anti-pattern avoidance. Use when starting projects, planning sprints, optimizing workflows, or onboarding developers.

Process multiple items with progress tracking, checkpointing, and failure recovery.

Zustand 状态管理实战模式。涵盖 Store 设计规范、Slice 工厂复用、persist 持久化、可恢复任务持久化、Electron IPC 联动、Store 测试和常见陷阱。适用于 React + Zustand 项目。

批量文件重命名工具，支持多种命名模式、正则表达式、预览和撤销功能。适用于需要批量整理文件的场景，如照片整理、文档归档、下载文件重命名等。