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Use when writing Spark jobs, debugging performance issues, or configuring cluster settings for Apache Spark applications, distributed data processing…

DevOps 与 IT Ops 自动化 - CI/CD、监控、事件管理及基础设施工作流

Full-stack backend architecture and frontend-backend integration guide. TRIGGER when: building a full-stack app, creating REST API with frontend, scaffolding backend service, building todo app, building CRUD app, building real-time app, building chat app, Express + React, Next.js API, Node.js backend, Python backend, Go backend, designing service layers, implementing error handling, managing config/auth, setting up API clients, implementing auth flows, handling file uploads, adding real-time features (SSE/WebSocket), hardening for production. DO NOT TRIGGER when: pure frontend UI work, pure CSS/styling, database schema only.

通过深层模块、信息隐藏和策略性编程管理软件复杂度。适用于用户提及"模块设计"、"API过于复杂"等场景。

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遵循 Sentry 规范创建和更新 Pull Request。在发起 PR 或发生实质性更改后刷新现有 PR 时使用。

使用 DOT 语言创建有向/无向图并自动布局。最适合依赖树、调用图、包层次结构和模块……

Example project-specific skill template based on a real production application.

Load automatically when planning, researching, or implementing Medusa storefront features (calling custom API routes, SDK integration, React Query patterns,…

使用 Build-Measure-Learn 设计 MVP、验证式学习实验以及转型或坚持决策。当用户提到 "MVP scope"、"validated learning"、"pivot" 或 "lean startup" 时适用。

当用户要求创建 hookify 规则、编写 hook 规则、配置 hookify、添加 hookify 规则，或需要关于 hookify 的指导时，应使用此技能……

通过 Kapso 将 WhatsApp 连接到你的产品：使用设置链接引导客户上手、检测连接状态、通过 webhooks 接收事件，并发送…

Use when designing iOS/Android gestures, haptic feedback, touch interactions, or native mobile animations.

给你的 AI 制定一份绩效改进计划（PIP）。借助西方科技巨头绩效文化话术与结构化调试，强制其进行穷尽式的问题解决……

Use when building Django web applications or REST APIs with Django REST Framework. Invoke when working with settings.py, models.py, manage.py, or any Django…

Simplifies and refines code for clarity, consistency, and maintainability while preserving all functionality. Focuses on recently modified code unless…

Creates Vue 3 components, builds vanilla JS composables, configures Vite projects, and sets up routing and state management using JavaScript only — no…

CSS, JavaScript, and HTML coding standards for Shopify Liquid themes. Covers BEM naming inside stylesheet tags, design tokens, CSS custom properties, Web…

防止跨 EVM 链的隐式小数位不匹配 Bug。涵盖运行时小数位查询、链级感知缓存、跨链代币精度偏移以及安全…

Browser automation using Playwright MCP. Navigate websites, fill forms, click elements, take screenshots, and extract data. Use when tasks require web browsing, form submission, web scraping, UI testing, or any browser interaction. NOT when only fetching static content (use curl/wget instead).