io.github.shiwenwen/hope-agent/writing-plans

Use when you have a spec or requirements for a multi-step task. Creates comprehensive implementation plans with bite-sized tasks, exact file paths, and complete code examples.

io.github.Ohh-889/skyroc-admin/component-refactoring

Refactor high-complexity React components in Dify frontend. Use when `pnpm analyze-component --json` shows complexity > 50 or lineCount > 300, when the user asks for code splitting, hook extraction, or complexity reduction, or when `pnpm analyze-component` warns to refactor before testing; avoid for simple/well-structured components, third-party wrappers, or when the user explicitly wants testing without refactoring.

io.github.unopim/unopim/unopim-backend-dev

Backend PHP development for UnoPim. Activates when writing PHP code, creating classes, models, repositories, events, listeners, or tests; or when the user mentions model, repository, controller, service, event, listener, observer, Concord, proxy, or needs to write backend code. MUST be invoked before writing any PHP tests.

io.github.wgpsec/AboutSecurity/python-prototype-pollution

Python 原型链污染（属性注入/Class Pollution）检测与利用。当目标为 Python Web 应用（Flask/Sanic/Django/FastAPI）且存在递归合并(merge)、深度属性设置(pydash.set_)、JSON 配置更新接口时使用。覆盖污染入口识别、__globals__链构造、Flask SECRET_KEY/Jinja2定界符/searchpath污染、pydash路径过滤绕过、Sanic污染链、RCE/文件读取/权限提升利用

io.github.LuisaGroup/LuisaCompute/backend_architecture

Backend plugin architecture, DeviceInterface API, dynamic loading, command encoding, and backend registration patterns in LuisaCompute

io.github.hamzafarooq/claude-code-starter/dockerfile-generator

Create a production-ready Dockerfile and deployment config for any project. Optimized for small image size and security. Use when the user wants to containerize their app or deploy to Fly.io, Railway, or any Docker-based platform.

io.github.midudev/autoskills/python-executor

Execute Python code in a safe sandboxed environment via [inference.sh](https://inference.sh). Pre-installed: NumPy, Pandas, Matplotlib, requests, BeautifulSoup, Selenium, Playwright, MoviePy, Pillow, OpenCV, trimesh, and 100+ more libraries. Use for: data processing, web scraping, image manipulation, video creation, 3D model processing, PDF generation, API calls, automation scripts. Triggers: python, execute code, run script, web scraping, data analysis, image processing, video editing, 3D models, automation, pandas, matplotlib

io.github.replicate/cog/python-review

Python code review guidelines for the Cog SDK

io.github.midudev/autoskills/sqlalchemy-alembic-expert-best-practices-code-review

SQLAlchemy ORM and Alembic migration best practices for building safe, performant database schemas. This skill should be used when writing, reviewing, or refactoring SQLAlchemy models, Alembic migrations, or database query patterns. Triggers on tasks involving SQLAlchemy ORM, Alembic migrations, database schema changes, or query optimization.

io.github.midudev/autoskills/refactor-module

Transform monolithic Terraform configurations into reusable, maintainable modules following HashiCorp's module design principles and community best practices.

io.github.midudev/autoskills/expo-deployment

Deploying Expo apps to iOS App Store, Android Play Store, web hosting, and API routes

io.github.midudev/autoskills/python-testing-patterns

Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices.

io.github.midudev/autoskills/python-patterns

Pythonic idioms, PEP 8 standards, type hints, and best practices for building robust, efficient, and maintainable Python applications.

io.github.midudev/autoskills/python-background-jobs

Python background job patterns including task queues, workers, and event-driven architecture. Use when implementing async task processing, job queues, long-running operations, or decoupling work from request/response cycles.

io.github.midudev/autoskills/clerk-react-router-patterns

React Router v7 patterns with Clerk — rootAuthLoader, getAuth in loaders, clerkMiddleware, protected routes, SSR user data, org switching. Triggers on: react-router auth, rootAuthLoader, getAuth loader, react-router protected route, loader authentication, SSR auth react-router.

io.github.midudev/autoskills/clerk-react-patterns

React SPA auth patterns with @clerk/react for Vite/CRA - ClerkProvider setup, useAuth/useUser/useClerk hooks, React Router protected routes, custom sign-in flows. Triggers on: Vite Clerk setup, React Router auth, useAuth hook, protected route, custom sign-in form React.

io.github.midudev/autoskills/sqlalchemy

SQLAlchemy Python SQL toolkit and ORM with powerful query builder, relationship mapping, and database migrations via Alembic

io.github.midudev/autoskills/react-hook-form

React Hook Form performance optimization for client-side form validation using useForm, useWatch, useController, and useFieldArray. This skill should be used when building client-side controlled forms with React Hook Form library. This skill does NOT cover React 19 Server Actions, useActionState, or server-side form handling (use react-19 skill for those).

io.github.moltis-org/moltis/mcp-servers

Add, remove, configure, and troubleshoot MCP (Model Context Protocol) servers. Use when the user wants to connect external tools, manage MCP server lifecycle, or debug MCP connectivity issues.

io.github.bage2014/study/backend-testing

提供后端Java测试的规范，包括测试策略、测试类型、测试工具和测试流程等。在进行后端Java测试时调用。

io.github.comet-ml/opik/python-sdk

Python SDK patterns for Opik. Use when working in sdks/python, on SDK APIs, integrations, or message processing.

io.github.NeverSight/learn-skills.dev/safe-refactor-code

Refactor code safely in small verified slices while keeping repo continuity docs in sync inside the active agent's own folder. Use when an agent is asked to refactor, restructure, clean up, remove or replace code, modernize modules, or do follow-up hygiene in a repo.

io.github.openakita/openakita/browser-open

Launch browser or check its status. Returns current state (is_open, url, title, tab_count). If already running, returns status without restarting. Auto-handles everything - no need to call browser_status first.

io.github.openakita/openakita/browser-switch-tab

Switch to a specific browser tab by index. When you need to work with a different tab or return to previous page. Use browser_list_tabs to get tab indices.