Skills directory
Publicly available Agent skills, tracked and ranked by skill-sets.md, rated by you, and agents! Search by name or narrow to a topic.
| Rank | Skill | Installs | Recent installs (7d) | Create set |
|---|---|---|---|---|
| 1885 | mcp-buildermcp-use/mcp-use/mcp-builder Build, modify, debug, migrate, review, or verify TypeScript MCP servers and MCP Apps with mcp-use. Use for tools, resources, prompts, middleware, Views, authentication, Skills over MCP, scaffolding, and advanced features. Code authoring | 3k+ | Add | |
| 1886 | kotlin-ktor-patternsaffaan-m/ecc/kotlin-ktor-patterns Ktor server patterns including routing DSL, plugins, authentication, Koin DI, kotlinx.serialization, WebSockets, and testApplication testing. Use when building a Ktor server — routing, plugins, auth, DI, serialization, or tests. Code authoring | 3k+ | +100+<5% | Add |
| 1894 | hexagonal-architectureaffaan-m/ecc/hexagonal-architecture Design, implement, and refactor Ports & Adapters systems with clear domain boundaries, dependency inversion, and testable use-case orchestration across TypeScript, Java, Kotlin, and Go services. Use when introducing or refactoring toward Po Code authoring | 3k+ | +100+<5% | Add |
| 1896 | shopify-polaris-checkout-extensionsshopify/shopify-ai-toolkit/shopify-polaris-checkout-extensions Build custom functionality that merchants can install at defined points in the checkout flow, including product information, shipping, payment, order summary, and Shop Pay. Checkout UI Extensions also supports scaffolding new checkout exten Code authoring | 3k+ | Add | |
| 1903 | shopify-polaris-customer-account-extensionsshopify/shopify-ai-toolkit/shopify-polaris-customer-account-extensions Build custom functionality that merchants can install at defined points on the Order index, Order status, and Profile pages in customer accounts. Customer Account UI Extensions also supports scaffolding new customer account extensions using Code authoring | 3k+ | Add | |
| 1933 | supabase-serversupabase/server/supabase-server Use when planning or writing server-side code that uses `@supabase/server` — Edge Functions, Hono apps, webhook handlers, or any backend that creates Supabase clients or validates inbound auth. Trigger **before** writing or modifying any fi Code authoring | 3k+ | +100+<5% | Add |
| 1935 | kotlin-exposed-patternsaffaan-m/ecc/kotlin-exposed-patterns JetBrains Exposed ORM patterns including DSL queries, DAO pattern, transactions, HikariCP connection pooling, Flyway migrations, and repository pattern. Use when working with the Exposed ORM — DSL or DAO queries, transactions, pooling, or m Code authoring | 3k+ | +100+<5% | Add |
| 1964 | chatgpt-app-buildermcp-use/mcp-use/chatgpt-app-builder Build, modify, debug, migrate, review, or verify TypeScript MCP servers and MCP Apps with mcp-use. Use for tools, resources, prompts, middleware, Views, authentication, Skills over MCP, scaffolding, and advanced features. Code authoring | 3k+ | Add | |
| 1972 | shopify-payments-appsshopify/shopify-ai-toolkit/shopify-payments-apps The Payments Apps API enables payment providers to integrate their payment solutions with Shopify's checkout. Code authoring | 3k+ | Add | |
| 1975 | java-refactoring-extract-methodgithub/awesome-copilot/java-refactoring-extract-method Refactoring using Extract Methods in Java Language Code authoring | 3k+ | +10+<5% | Add |
| 1988 | dataverse-python-advanced-patternsgithub/awesome-copilot/dataverse-python-advanced-patterns Generate production code for Dataverse SDK using advanced patterns, error handling, and optimization techniques. Code authoring | 3k+ | Add | |
| 1993 | swiftdata-protwostraws/swiftdata-agent-skill/swiftdata-pro Writes, reviews, and improves SwiftData code using modern APIs and best practices. Use when reading, writing, or reviewing projects that use SwiftData. Code authoringCode review | 3k+ | +30+<5% | Add |
| 1994 | threejs-texturescloudai-x/threejs-skills/threejs-textures Three.js textures: image loading, color spaces, UV channels and transforms, texture types from canvas to HDR and KTX2, render targets, texture memory. Use when working with images on materials, UV coordinates, cubemaps, render targets or te Code authoring | 3k+ | +100+<5% | Add |
| 2003 | rust-mcp-server-generatorgithub/awesome-copilot/rust-mcp-server-generator Generate a complete Rust Model Context Protocol server project with tools, prompts, resources, and tests using the official rmcp SDK Code authoring | 3k+ | Add | |
| 2004 | aspnet-minimal-api-openapigithub/awesome-copilot/aspnet-minimal-api-openapi Create ASP.NET Minimal API endpoints with proper OpenAPI documentation Code authoring | 3k+ | Add | |
| 2005 | go-mcp-server-generatorgithub/awesome-copilot/go-mcp-server-generator Generate a complete Go MCP server project with proper structure, dependencies, and implementation using the official github.com/modelcontextprotocol/go-sdk. Code authoring | 3k+ | Add | |
| 2011 | shopify-pos-uishopify/shopify-ai-toolkit/shopify-pos-ui Build retail point-of-sale applications using Shopify's POS UI components. These components provide a consistent and familiar interface for POS applications. POS UI Extensions also supports scaffolding new POS extensions using Shopify CLI c Code authoring | 3k+ | Add | |
| 2022 | build-dashboardanthropics/knowledge-work-plugins/build-dashboard Build an interactive HTML dashboard with charts, filters, and tables. Use when creating an executive overview with KPI cards, turning query results into a shareable self-contained report, building a team monitoring snapshot, or needing mult Code authoringData analysis | 3k+ | +30+<5% | Add |
| 2026 | quasi-codergithub/awesome-copilot/quasi-coder Expert 10x engineer skill for interpreting and implementing code from shorthand, quasi-code, and natural language descriptions. Use when collaborators provide incomplete code snippets, pseudo-code, or descriptions with potential typos or in Code authoring | 3k+ | Add | |
| 2034 | dart-flutter-patternsaffaan-m/ecc/dart-flutter-patterns Production-ready Dart and Flutter patterns covering null safety, immutable state with Freezed, async composition, widget architecture, state management (BLoC, Riverpod, Provider), GoRouter navigation with auth guards, Dio networking, error Code authoring | 3k+ | +100+<5% | Add |
| 2085 | java-refactoring-remove-parametergithub/awesome-copilot/java-refactoring-remove-parameter Refactoring using Remove Parameter in Java Language Code authoring | 3k+ | +10+<5% | Add |
| 2086 | threejs-loaderscloudai-x/threejs-skills/threejs-loaders Loading three.js assets: glTF with Draco, meshopt and KTX2 compression, other model formats, textures, HDR and EXR environments, progress, caching, cloning and disposal. Use when loading 3D models, textures or environment maps, or managing Code authoring | 3k+ | +100+<5% | Add |
| 2094 | php-mcp-server-generatorgithub/awesome-copilot/php-mcp-server-generator Generate a complete PHP Model Context Protocol server project with tools, resources, prompts, and tests using the official PHP SDK Code authoring | 3k+ | Add | |
| 2098 | comment-code-generate-a-tutorialgithub/awesome-copilot/comment-code-generate-a-tutorial Transform this Python script into a polished, beginner-friendly project by refactoring the code, adding clear instructional comments, and generating a complete markdown tutorial. Code authoring | 3k+ | Add | |
| 2103 | codegenvercel-labs/json-render/codegen Code generation utilities for json-render. Use when generating code from UI specs, building custom code exporters, traversing specs, or serializing props for @json-render/codegen. Code authoring | 3k+ | Add | |
| 2133 | java-mcp-server-generatorgithub/awesome-copilot/java-mcp-server-generator Use this skill when the user wants to create a Model Context Protocol (MCP) server in Java or in a Spring Boot app. Also use it when the user wants AI agents, such as GitHub Copilot or Claude, to use Java code, an API, or a database. Use it Code authoring | 3k+ | Add | |
| 2142 | typespec-api-operationsgithub/awesome-copilot/typespec-api-operations Add GET, POST, PATCH, and DELETE operations to a TypeSpec API plugin with proper routing, parameters, and adaptive cards Code authoring | 3k+ | Add | |
| 2143 | emblem-ai-reactemblemcompany/agent-skills/emblem-ai-react React integration skill for EmblemAI's one-shot user management. Use when the user wants to add website authentication plus wallet-enabled users to a React app with EmblemAuthProvider, ConnectButton, social/email/wallet login, chat componen Code authoring | 3k+ | Add | |
| 2150 | swift-mcp-server-generatorgithub/awesome-copilot/swift-mcp-server-generator Generate a complete Model Context Protocol server project in Swift using the official MCP Swift SDK package. Code authoring | 3k+ | Add | |
| 2151 | Clinical Decision Support System (CDSS) development patterns. Drug interaction checking, dose validation, clinical scoring (NEWS2, qSOFA), alert severity classification, and integration into EMR workflows. Use when building clinical decisio Code authoring | 3k+ | +100+<5% | Add |
| 2152 | Idiomatic C# and .NET patterns, conventions, dependency injection, async/await, and best practices for building robust, maintainable .NET applications. Use when writing or reviewing C# / .NET code — DI, async, or general conventions. Code authoringCode review | 3k+ | +100+<5% | Add |
| 2160 | power-apps-code-app-scaffoldgithub/awesome-copilot/power-apps-code-app-scaffold Scaffold a complete Power Apps Code App project with PAC CLI setup, SDK integration, and connector configuration Code authoring | 3k+ | Add | |
| 2163 | dataverse-python-quickstartgithub/awesome-copilot/dataverse-python-quickstart Generate Python SDK setup + CRUD + bulk + paging snippets using official patterns. Code authoring | 3k+ | Add | |
| 2170 | Use when building Python 3.11+ applications requiring type safety, async programming, or robust error handling. Generates type-annotated Python code, configures mypy in strict mode, writes pytest test suites with fixtures and mocking, and v Code authoring | 3k+ | +30+<5% | Add |
| 2177 | dataverse-python-usecase-buildergithub/awesome-copilot/dataverse-python-usecase-builder Generate complete solutions for specific Dataverse SDK use cases with architecture recommendations Code authoring | 3k+ | Add | |
| 2181 | typespec-create-api-plugingithub/awesome-copilot/typespec-create-api-plugin Generate a TypeSpec API plugin with REST operations, authentication, and Adaptive Cards for Microsoft 365 Copilot Code authoring | 3k+ | Add | |
| 2182 | dart-use-ffigenflutter/agent-plugins/dart-use-ffigen Guide agents to use `package:ffigen` to automatically generate FFI bindings instead of writing them manually. Use this skill when a task involves writing new FFI bindings, extending C/Objective-C/Swift integrations, or replacing hand-crafte Code authoring | 3k+ | +100+<5% | Add |
| 2190 | dart-use-primary-constructorsdart-lang/skills/dart-use-primary-constructors Help users write syntactically and semantically correct primary constructors in Dart, and migrate/use the new constructor syntax, empty-body semicolon syntax, in-body initializer list syntax, and abbreviated concise constructor syntax. Code authoring | 3k+ | +100+<5% | Add |
| 2206 | mcp-copilot-studio-server-generatorgithub/awesome-copilot/mcp-copilot-studio-server-generator Generate a complete MCP server implementation optimized for Copilot Studio integration with proper schema constraints and streamable HTTP support Code authoring | 3k+ | Add | |
| 2208 | kotlin-mcp-server-generatorgithub/awesome-copilot/kotlin-mcp-server-generator Generate a complete Kotlin MCP server project with proper structure, dependencies, and implementation using the official io.modelcontextprotocol:kotlin-sdk library. Code authoring | 3k+ | Add | |
| 2235 | Build a new API connector or provider by matching the target repo's existing integration pattern exactly. Use when adding one more integration without inventing a second architecture. Code authoringService integration | 3k+ | +100+<5% | Add |
| 2260 | dart-migrate-to-checks-packageflutter/agent-plugins/dart-migrate-to-checks-package Replace the usage of `expect` and similar functions from `package:matcher` to `package:checks` equivalents. Code authoringTesting | 3k+ | +100+<5% | Add |
| 2261 | ruby-mcp-server-generatorgithub/awesome-copilot/ruby-mcp-server-generator Generate a complete Model Context Protocol server project in Ruby using the official MCP Ruby SDK gem. Code authoring | 3k+ | Add | |
| 2362 | tailwindcss-advanced-layoutsjosiahsiegel/claude-plugin-marketplace/tailwindcss-advanced-layouts Tailwind CSS advanced layout techniques including CSS Grid and Flexbox patterns. PROACTIVELY activate for: (1) building complex layouts with CSS Grid, (2) grid-template-areas via Tailwind v4 arbitrary values, (3) responsive grid (grid-cols- Code authoringDesign and UI | 3k+ | Add | |
| 2368 | dart-build-cli-appflutter/agent-plugins/dart-build-cli-app Architectural patterns, entrypoint structure, exit codes, stream routing, and subprocess spawning for Dart command-line interface (CLI) applications. Use when building CLI tools, console utilities, scripts, argument parsing with `package:ar Code authoring | 3k+ | +100+<5% | Add |
| 2369 | | Production-tested setup for Tailwind CSS v4 with shadcn/ui, Vite, and React. Use when: initializing React projects with Tailwind v4, setting up shadcn/ui, implementing dark mode, debugging CSS variable issues, fixing theme switching, migr Code authoring | 3k+ | +10+<5% | Add |
| 2385 | dart-use-pattern-matchingflutter/agent-plugins/dart-use-pattern-matching Applies Dart 3 pattern matching, switch expressions, and destructuring idiomatically to validate data schemas, handle algebraic data types, and decompose control flow. Use when refactoring complex if-else chains, parsing polymorphic JSON or Code authoring | 3k+ | +100+<5% | Add |
| 2387 | Tauri v2+ cross-platform app development with Rust backend. Use when configuring tauri.conf.json, implementing Rust commands (#[tauri::command]), setting up IPC patterns (invoke, emit, channels), configuring permissions/capabilities, troubl Code authoring | 3k+ | +30+<5% | Add |
| 2389 | Make a web app feel native on a phone — the small CSS and meta-tag fixes that separate "a website in a browser" from something that feels installed. Covers sticky hover states, tap highlight flashes, the 100vh bug, inputs that zoom the page Code authoring | 3k+ | +3k+5% | Add |
| 2395 | dart-use-primary-constructorsflutter/agent-plugins/dart-use-primary-constructors Help users write syntactically and semantically correct primary constructors in Dart, and migrate/use the new constructor syntax, empty-body semicolon syntax, in-body initializer list syntax, and abbreviated concise constructor syntax. Code authoring | 3k+ | +100+<5% | Add |