io.github.Bitterbot-AI/bitterbot-desktop/mcporter

Use the mcporter CLI to list, configure, auth, and call MCP servers/tools directly (HTTP or stdio), including ad-hoc servers, config edits, and CLI/type generation.

io.github.yifanfeng97/Hyper-Extract/record-designer

Design YAML extraction templates for record types (model, list, set). Use when user says: "design model template", "create item list extraction", "extract items", "deduplicate entities". Trigger: User wants to extract structured records, lists, or deduplicated entities. Skip: User mentions graph, relations, or knowledge graph (use graph-designer instead).

io.github.markus41/claude/css-variables-pigment

MUI CSS Variables mode (CssVarsProvider), Pigment CSS zero-runtime engine, and CSS custom properties theming

io.github.trpc/trpc/nextjs-pages-router

Set up tRPC in Next.js Pages Router with createNextApiHandler, createTRPCNext, withTRPC HOC, SSR via ssr option and ssrPrepass, SSG via createServerSideHelpers with getStaticProps, and server-side helpers for getServerSideProps prefetching.

io.github.trpc/trpc/nextjs-app-router

Full end-to-end tRPC setup for Next.js App Router. Covers route handler with fetchRequestHandler (GET + POST exports), TRPCProvider with QueryClientProvider, createTRPCOptionsProxy for RSC prefetching, HydrateClient/HydrationBoundary for hydration, useSuspenseQuery for Suspense, and server-side callers.

io.github.trpc/trpc/react-query-setup

Set up @trpc/tanstack-react-query with createTRPCContext(), TRPCProvider, useTRPC() hook, queryOptions/mutationOptions factories, query invalidation via queryClient.invalidateQueries with queryFilter, and type inference with inferInput/inferOutput.

io.github.trpc/trpc/react-query-classic-migration

Migrate from @trpc/react-query (classic) to @trpc/tanstack-react-query. Run npx @trpc/upgrade CLI for automated codemod. Manually migrate remaining patterns: hook-based to options-factory, utils.invalidate to queryClient.invalidateQueries with queryFilter, provider changes.

io.github.Shubhamsaboo/awesome-llm-apps/code-reviewer

Reviews code for security vulnerabilities, performance issues, and best practices. Use when reviewing code, performing security audits, checking for code quality, reviewing pull requests.

io.github.MODSetter/SurfSense/python-patterns

Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying.

io.github.pydantic/monty/python-playground

Run and test Python code in a dedicated playground directory. Use when you need to execute Python scripts, test code snippets, investigate CPython behavior, or experiment with Python without affecting the main codebase.

io.github.HKUDS/CLI-Anything/skills

Browser automation CLI using DOMShell MCP server. Maps Chrome's Accessibility Tree to a virtual filesystem for agent-native navigation.

io.github.Kiranism/next-shadcn-dashboard-starter/frontend-design

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.

io.github.Kiranism/next-shadcn-dashboard-starter/vercel-react-best-practices

React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.

io.github.agentscope-ai/AgentTeams/mcporter

Discover and call MCP Server tools via the mcporter CLI. Use when your coordinator notifies you about new MCP tools, or when you need to call external APIs. Includes workflow for generating skill documentation for new MCP servers.

io.github.agentscope-ai/HiClaw/mcporter

Discover and call MCP Server tools via the mcporter CLI. Use when your coordinator notifies you about new MCP tools, or when you need to call external APIs. Includes workflow for generating skill documentation for new MCP servers.

io.github.huangruiteng/CS-Notes/browser-use

Browser automation. When you need to visit a webpage, open a website, take a screenshot, or perform browser automation, **you MUST read this SKILL.md first** — contains required parameters and operating procedures. **Calling the browser tool without reading may result in failed operations or unexpected behavior.**

io.github.naodeng/awesome-qa-skills/automation-testing

Use this skill when you need to design automation testing approaches using patterns like POM, data-driven testing, or BDD; triggers include 自动化测试 and automation testing.

io.github.naodeng/awesome-qa-skills/automation-testing

Use this skill when you need to design automation testing approaches using patterns like POM, data-driven testing, or BDD; triggers include automation testing and test automation strategy.

io.github.benchflow-ai/skillsbench/pdf-editing

Complete guide for reading and editing PDF documents with PyMuPDF.

io.github.bytedance/deer-flow/github-deep-research

Conduct multi-round deep research on any GitHub Repo. Use when users request comprehensive analysis, timeline reconstruction, competitive analysis, or in-depth investigation of GitHub. Produces structured markdown reports with executive summaries, chronological timelines, metrics analysis, and Mermaid diagrams. Triggers on Github repository URL or open source projects.

io.github.kursku/skills/automation-audit

Automation Audit — Skill especializada para auditoria de automação

io.github.google-gemini/gemini-cli/review-duplication

Use this skill during code reviews to proactively investigate the codebase for duplicated functionality, reinvented wheels, or failure to reuse existing project best practices and shared utilities.

io.github.bytesagain/ai-skills/zapier-recipe

Design Zapier/Make automation recipes with triggers and actions. Use when building integrations, chaining workflows, configuring triggers, or templating.

io.github.bytesagain/ai-skills/css-helper

Generate CSS for flexbox, grid, animations, gradients, and breakpoints. Use when building layouts, creating animations, generating gradients.