Use when you have a spec or requirements for a multi-step task, before touching code

Schema awareness - read before coding, type generation, prevent column errors

Python language expertise for writing idiomatic, production-quality Python code. Covers web frameworks (FastAPI, Django, Flask), data processing (pandas, numpy, dask), ML patterns (sklearn,...

Refactor monolithic code into clean, single-responsibility modules following SOLID principles

代码重构专家/代码重构，专注于大规模数据处理系统的代码重构。遵循 SOLID 原则、Go 语言惯用法（idiomatic Go）和企业级设计模式。当用户需要以下帮助时触发：(1) 重构代码 (2) 优化函数或方法 (3) 询问如何改进代码质量 (4) 降低代码复杂度 (5) 提升代码可维护性、可扩展性或可测试性。

当用户需要为生成的代码或代码改动生成相关文档时激活此技能。根据代码语言和项目上下文，生成 README.md、Dependency.mmd、API.md 和 Page.md 等文档，确保文档的时效性和准确性。

当用户需要为生成的代码或改动代码时激活此技能。根据代码语言和项目上下文，生成单元测试、系统功能测试、系统压力测试和系统破坏性测试，确保测试覆盖全面且符合最佳实践。

当用户需要编写代码、进行代码检查或编写代码测试时激活此技能。提供全面的开发规范指导，涵盖 Go、JavaScript 编程语言，MySQL、MongoDB 数据库，Web API 接口开发，高并发处理，数据库请求和缓存一致性等场景，确保代码质量、安全性和可维护性。

Activate multi-agent orchestration mode

Expert software architect using ALL MCP servers. Uses Memory for patterns, UltraThink for design decisions, Context7 for best practices, and MongoDB for data modeling.

Rename symbols across a codebase safely. Use when renaming functions, variables, classes, or other symbols and need to update all references.

Problem analysis using Explore agents

View Self-Evolving Loop session status, history, and memory metrics

Validate skill/command file format and structure

Validate MCP configuration and suggest improvements

Generate hook script from template

Validate hooks configuration and scripts

Generate custom skill/command from template

Self-Evolving Development Loop - Dynamic skill generation with learning and evolution

Expert-guided project setup with 6 phases