Andrew Chen

FastAPI 开发最佳实践与约定。适用于编写、审查或排查 FastAPI 应用、REST API 或 Pydantic 模型时。

You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.

审查 Python 代码的质量、风格和常见缺陷。适用于用户提交代码要求审查、希望获得反馈或进行代码审计时。

Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies

通过多步骤流水线从 Python 源码生成 API 文档。适用于用户要求为模块编写文档、生成 API 文档或从代码创建说明文档时。

draw.io diagram creation, editing, and review. Use for .drawio XML editing, PNG conversion, layout adjustment, and AWS icon usage.

Produces credible case-study writeups, non-hallucinated data handling, and fact-check lists for WeChat tech posts. Use when the user needs a project recap, results narrative, citations guidance, or “what to verify” checklists in tech/engineering WeChat公众号.

Use when you have a written implementation plan to execute in a separate session with review checkpoints

Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup

Designs image plans and rewrites formatting for WeChat-friendly readability (short paragraphs, bolding, separators, restrained emoji). Use when the user asks for illustration ideas, layout guidance, or to convert a draft into publish-ready WeChat formatting.

Generates WeChat tech article topics, series, and angles with difficulty and “hit potential” scoring. Use when the user asks for topic ideas, content calendars, anti-myth angles, or serialized planning for tech/engineering WeChat公众号.

Generates endings/CTAs, pre-publish editorial QA, sentence sharpening, and post-performance retrospectives for WeChat tech posts. Use when the user needs a strong ending, final edit pass, or analytics-driven iteration plan for tech/engineering WeChat公众号.

Use for querying Google NotebookLM notebooks from Codex via local browser automation. Trigger when the user mentions NotebookLM, shares a NotebookLM URL, wants source-grounded answers from uploaded docs, or needs to add, list, search, activate, or remove notebooks from a local NotebookLM library.

Builds WeChat-friendly outlines for tech posts, including multi-level TOC, reader-benefit lines per section, pitfalls and action checklists, and 30-second skim summaries. Use when the user asks for outlines, structures, or tutorial-style blueprints for tech/engineering WeChat公众号.

Defines WeChat tech public-account positioning, audience segmentation, content pillars, and long-term columns. Use when the user asks about account positioning, reader personas, content strategy, or column planning for a tech/engineering WeChat公众号.

先通过结构化提问收集需求，再输出软件项目规划。适用于用户说“我想做……”“帮我规划……”“设计一个系统”或“启动一个新项目”时。

Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation

生成结构化技术报告（Markdown）。适用于用户要求撰写、创建或起草报告、总结或分析文档时。

Use when completing tasks, implementing major features, or before merging to verify work meets requirements

基于若依(RuoYi)框架规范生成 CRUD 代码。当用户需要为数据表生成后端Java代码（实体类、Mapper、Service、Controller）、 前端Vue代码（列表页、API封装）、MyBatis XML映射文件或菜单初始化SQL时使用此技能。 适用于: 创建新模块、添加业务功能、根据表结构生成代码等场景。

Install skills into the global or workspace-specific skills directory from a curated list or a GitHub repo path. Use when a user asks to list installable skills, install a curated skill, or install a skill from another repo (including private repos).

专业的系统架构师技能。用于将模糊的功能想法转化为通过审批的工程级文档（需求 -> 设计 -> 任务）。当用户想要“设计”、“规划”或“spec”新功能时激活。

Define development specifications for Spring Boot monolithic projects, supporting multiple technology stack configurations.

Use when executing implementation plans with independent tasks in the current session

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes

Use when drafting, rewriting, or polishing public-facing tech explainers for general readers. Trigger on requests to explain complex technical concepts, AI products, system mechanisms, industry trends, or jargon-heavy material in plain language; to turn notes, links, transcripts, slides, or drafts into popular-science articles,公众号内容, scripts, summaries, or “一看就懂” explanations.

Use when implementing any feature or bugfix, before writing implementation code

Crafts and rewrites WeChat tech post titles across multiple patterns (list, contrast, outcome, scenario, anti-myth, template). Use when the user needs headline brainstorming or “restrained but clickable” title rewrites for tech/engineering WeChat公众号.

Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification

Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions

Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always

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

Use when creating new skills, editing existing skills, or verifying skills work before deployment

Writes complete WeChat tech posts (hook, TOC, body, checklists, image placement, layout notes, summaries). Use when the user asks to draft a WeChat tech article, generate reusable prompts for writing, or turn a topic/outline into a publish-ready post.