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github
Skills from github’s repositories, most installed first.
Skills
- git-commitgithubExecute git commit with conventional commit message analysis, intelligent staging, and message generation. Use when user asks to commit changes, create a git commit, or mentions "/commit". Supports: (1) Auto-detecting type and scope from changes, (2) Generating conventional commit messages from diff, (3) Interactive commit with optional type/scope/description overrides, (4) Intelligent file staging for logical grouping46K installs on skills.sh0
- excalidraw-diagram-generatorgithubGenerate Excalidraw diagrams from natural language descriptions. Use when asked to "create a diagram", "make a flowchart", "visualize a process", "draw a system architecture", "create a mind map", or "generate an Excalidraw file". Supports flowcharts, relationship diagrams, mind maps, and system architecture diagrams. Outputs .excalidraw JSON files that can be opened directly in Excalidraw.30.8K installs on skills.sh0
- documentation-writergithubDiátaxis Documentation Expert. An expert technical writer specializing in creating high-quality software documentation, guided by the principles and structure of the Diátaxis technical documentation authoring framework.27.1K installs on skills.sh0
- prdgithubGenerate high-quality Product Requirements Documents (PRDs) for software systems and AI-powered features. Includes executive summaries, user stories, technical specifications, and risk analysis.23.6K installs on skills.sh0
- refactorgithubSurgical code refactoring to improve maintainability without changing behavior. Covers extracting functions, renaming variables, breaking down god functions, improving type safety, eliminating code smells, and applying design patterns. Less drastic than repo-rebuilder; use for gradual improvements.22K installs on skills.sh0
- java-springbootgithubGet best practices for developing applications with Spring Boot.20.7K installs on skills.sh0
- create-readmegithubCreate a README.md file for the project18.7K installs on skills.sh0
- playwright-generate-testgithubGenerate a Playwright test based on a scenario using Playwright MCP18.1K installs on skills.sh0
- github-issuesgithubCreate, update, and manage GitHub issues using MCP tools. Use this skill when users want to create bug reports, feature requests, or task issues, update existing issues, add labels/assignees/milestones, manage repository labels, set issue fields (dates, priority, custom fields), set issue types, manage issue workflows, link issues, add dependencies, or track blocked-by/blocking relationships. Triggers on requests like "create an issue", "file a bug", "request a feature", "update issue X", "set the priority", "set the start date", "create a label", "rename a label", "list repo labels", "link issues", "add dependency", "blocked by", "blocking", or any GitHub issue management task.17K installs on skills.sh0
- conventional-commitgithubPrompt and workflow for generating conventional commit messages using a structured XML format. Guides users to create standardized, descriptive commit messages in line with the Conventional Commits specification, including instructions, examples, and validation.16.8K installs on skills.sh0
- gh-stackgithubManages stacked PRs and splits multi-part work into reviewable branches with gh-stack. Use for stack creation, viewing, edits, push, submit, sync, rebase, merge, or checkout; when asked to split or isolate work for review; whenever a user mentions a stack, branch layers, dependent PRs, or gh stack; or when a stack is checked out.16.4K installs on skills.sh0
- postgresql-optimizationgithubPostgreSQL-specific development assistant focusing on unique PostgreSQL features, advanced data types, and PostgreSQL-exclusive capabilities. Covers JSONB operations, array types, custom types, range/geometric types, full-text search, window functions, and PostgreSQL extensions ecosystem.16K installs on skills.sh0
- dotnet-best-practicesgithubEnsure .NET/C# code meets best practices for the solution/project.15.4K installs on skills.sh0
- chrome-devtoolsgithubExpert-level browser automation, debugging, and performance analysis using Chrome DevTools MCP. Use for interacting with web pages, capturing screenshots, analyzing network traffic, and profiling performance.15.1K installs on skills.sh0
- sql-optimizationgithubUniversal SQL performance optimization assistant for comprehensive query tuning, indexing strategies, and database performance analysis across all SQL databases (MySQL, PostgreSQL, SQL Server, Oracle). Provides execution plan analysis, pagination optimization, batch operations, and performance monitoring guidance.15K installs on skills.sh0
- microsoft-docsgithubQuery official Microsoft documentation to find concepts, tutorials, and code examples across Azure, .NET, Agent Framework, Aspire, VS Code, GitHub, and more. Uses Microsoft Learn MCP as the default, with Context7 and Aspire MCP for content that lives outside learn.microsoft.com.14.8K installs on skills.sh0
- playwright-explore-websitegithubWebsite exploration for testing using Playwright MCP14.8K installs on skills.sh0
- nuget-managergithubManage NuGet packages in .NET projects/solutions. Use this skill when adding, removing, or updating NuGet package versions. It enforces using `dotnet` CLI for package management and provides strict procedures for direct file edits only when updating versions.14.3K installs on skills.sh0
- microsoft-code-referencegithubLook up Microsoft API references, find working code samples, and verify SDK code is correct. Use when working with Azure SDKs, .NET libraries, or Microsoft APIs—to find the right method, check parameters, get working examples, or troubleshoot errors. Catches hallucinated methods, wrong signatures, and deprecated patterns by querying official docs.14.2K installs on skills.sh0
- azure-devops-cligithubManage Azure DevOps resources via CLI including projects, repos, pipelines, builds, pull requests, work items, artifacts, and service endpoints. Use when working with Azure DevOps, az commands, devops automation, CI/CD, or when user mentions Azure DevOps CLI.14.1K installs on skills.sh0
- playwright-automation-fill-in-formgithubAutomate filling in a form using Playwright MCP13.7K installs on skills.sh0
- web-design-reviewergithubThis skill enables visual inspection of websites running locally or remotely to identify and fix design issues. Triggers on requests like "review website design", "check the UI", "fix the layout", "find design problems". Detects issues with responsive design, accessibility, visual consistency, and layout breakage, then performs fixes at the source code level.13.7K installs on skills.sh0
- create-specificationgithubCreate a new specification file for the solution, optimized for Generative AI consumption.13.5K installs on skills.sh0
- sql-code-reviewgithubUniversal SQL code review assistant that performs comprehensive security, maintainability, and code quality analysis across all SQL databases (MySQL, PostgreSQL, SQL Server, Oracle). Focuses on SQL injection prevention, access control, code standards, and anti-pattern detection. Complements SQL optimization prompt for complete development coverage.13.4K installs on skills.sh0
- create-agentsmdgithubPrompt for generating an AGENTS.md file for a repository13K installs on skills.sh0
- game-enginegithubExpert skill for building web-based game engines and games using HTML5, Canvas, WebGL, and JavaScript. Use when asked to create games, build game engines, implement game physics, handle collision detection, set up game loops, manage sprites, add game controls, or work with 2D/3D rendering. Covers techniques for platformers, breakout-style games, maze games, tilemaps, audio, multiplayer via WebRTC, and publishing games.12.9K installs on skills.sh0
- refactor-plangithubCreate a concrete plan before starting a multi-file refactor. Use when the user asks to plan, sequence, scope, or safely execute a refactor across multiple files; always investigate first, output the plan, and wait for confirmation before making code changes.12.9K installs on skills.sh0
- javascript-typescript-jestgithubBest practices for writing JavaScript/TypeScript tests using Jest, including mocking strategies, test structure, and common patterns.12.8K installs on skills.sh0
- memory-mergergithubMerges mature lessons from a domain memory file into its instruction file. Syntax: `/memory-merger >domain [scope]` where scope is `global` (default), `user`, `workspace`, or `ws`.12.8K installs on skills.sh0
- penpot-uiux-designgithubComprehensive guide for creating professional UI/UX designs in Penpot using MCP tools. Use this skill when: (1) Creating new UI/UX designs for web, mobile, or desktop applications, (2) Building design systems with components and tokens, (3) Designing dashboards, forms, navigation, or landing pages, (4) Applying accessibility standards and best practices, (5) Following platform guidelines (iOS, Android, Material Design), (6) Reviewing or improving existing Penpot designs for usability. Triggers: "design a UI", "create interface", "build layout", "design dashboard", "create form", "design landing page", "make it accessible", "design system", "component library".12.7K installs on skills.sh0
- pytest-coveragegithubRun pytest tests with coverage, discover lines missing coverage, and increase coverage to 100%.12.7K installs on skills.sh0
- create-implementation-plangithubCreate a new implementation plan file for new features, refactoring existing code or upgrading packages, design, architecture or infrastructure.12.5K installs on skills.sh0
- postgresql-code-reviewgithubPostgreSQL-specific code review assistant focusing on PostgreSQL best practices, anti-patterns, and unique quality standards. Covers JSONB operations, array usage, custom types, schema design, function optimization, and PostgreSQL-exclusive security features like Row Level Security (RLS).12.4K installs on skills.sh0
- webapp-testinggithubToolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.12.4K installs on skills.sh0
- architecture-blueprint-generatorgithubComprehensive project architecture blueprint generator that analyzes codebases to create detailed architectural documentation. Automatically detects technology stacks and architectural patterns, generates visual diagrams, documents implementation patterns, and provides extensible blueprints for maintaining architectural consistency and guiding new development.12.1K installs on skills.sh0
- typescript-mcp-server-generatorgithubGenerate a complete MCP server project in TypeScript using the MCP TypeScript SDK v2 (@modelcontextprotocol/server) with tools, resources, and proper configuration12K installs on skills.sh0
- dotnet-design-pattern-reviewgithubReview the C#/.NET code for design pattern implementation and suggest improvements.11.5K installs on skills.sh0
- java-junitgithubGet best practices for JUnit 5 unit testing, including data-driven tests11.4K installs on skills.sh0
- apple-appstore-reviewergithubServes as a reviewer of the codebase with instructions on looking for Apple App Store optimizations or rejection reasons.11.1K installs on skills.sh0
- dotnet-upgradegithubReady-to-use prompts for comprehensive .NET framework upgrade analysis and execution11.1K installs on skills.sh0
- make-repo-contributiongithubAll changes to code must follow the guidance documented in the repository. Before any issue is filed, branch is made, commits generated, or pull request (or PR) created, a search must be done to ensure the right steps are followed. Whenever asked to create an issue, commit messages, to push code, or create a PR, use this skill so everything is done correctly.11.1K installs on skills.sh0
- update-implementation-plangithubUpdate an existing implementation plan file with new or update requirements to provide new features, refactoring existing code or upgrading packages, design, architecture or infrastructure.11.1K installs on skills.sh0
- editorconfiggithubGenerates a comprehensive and best-practice-oriented .editorconfig file based on project analysis and user preferences.11K installs on skills.sh0
- review-and-refactorgithubReview and refactor code in your project according to defined instructions11K installs on skills.sh0
- csharp-asyncgithubGet best practices for C# async programming10.7K installs on skills.sh0
- java-docsgithubEnsure that Java types are documented with Javadoc comments and follow best practices for documentation.10.7K installs on skills.sh0
- create-github-action-workflow-specificationgithubCreate a formal specification for an existing GitHub Actions CI/CD workflow, optimized for AI consumption and workflow maintenance.10.6K installs on skills.sh0
- python-mcp-server-generatorgithubGenerate a complete MCP server project in Python with tools, resources, and proper configuration10.4K installs on skills.sh0
- ai-prompt-engineering-safety-reviewgithubComprehensive AI prompt engineering safety review and improvement prompt. Analyzes prompts for safety, bias, security vulnerabilities, and effectiveness while providing detailed improvement recommendations with extensive frameworks, testing methodologies, and educational content.10.3K installs on skills.sh0
- agentic-evalgithubPatterns and techniques for evaluating and improving AI agent outputs. Use this skill when: - Implementing self-critique and reflection loops - Building evaluator-optimizer pipelines for quality-critical generation - Creating test-driven code refinement workflows - Designing rubric-based or LLM-as-judge evaluation systems - Adding iterative improvement to agent outputs (code, reports, analysis) - Measuring and improving agent response quality10.2K installs on skills.sh0
- csharp-xunitgithubGet best practices for XUnit unit testing, including data-driven tests10.2K installs on skills.sh0
- create-architectural-decision-recordgithubCreate an Architectural Decision Record (ADR) document for AI-optimized decision documentation.10.1K installs on skills.sh0
- breakdown-feature-prdgithubPrompt for creating Product Requirements Documents (PRDs) for new features, based on an Epic.10K installs on skills.sh0
- pdftk-servergithubSkill for using the command-line tool pdftk (PDFtk Server) for working with PDF files. Use when asked to merge PDFs, split PDFs, rotate pages, encrypt or decrypt PDFs, fill PDF forms, apply watermarks, stamp overlays, extract metadata, burst documents into pages, repair corrupted PDFs, attach or extract files, or perform any PDF manipulation from the command line.10K installs on skills.sh0
- refactor-method-complexity-reducegithubRefactor given method `${input:methodName}` to reduce its cognitive complexity to `${input:complexityThreshold}` or below, by extracting helper methods.10K installs on skills.sh0
- markdown-to-htmlgithubConvert Markdown files to HTML similar to `marked.js`, `pandoc`, `gomarkdown/markdown`, or similar tools; or writing custom script to convert markdown to html and/or working on web template systems like `jekyll/jekyll`, `gohugoio/hugo`, or similar web templating systems that utilize markdown documents, converting them to html. Use when asked to "convert markdown to html", "transform md to html", "render markdown", "generate html from markdown", or when working with .md files and/or web a templating system that converts markdown to HTML output. Supports CLI and Node.js workflows with GFM, CommonMark, and standard Markdown flavors.9,900 installs on skills.sh0
- nano-banana-pro-openroutergithubGenerate or edit images via OpenRouter with the Gemini 3 Pro Image model. Use for prompt-only image generation, image edits, and multi-image compositing; supports 1K/2K/4K output.9,900 installs on skills.sh0
- powerbi-modelinggithubPower BI semantic modeling assistant for building optimized data models. Use when working with Power BI semantic models, creating measures, designing star schemas, configuring relationships, implementing RLS, or optimizing model performance. Triggers on queries about DAX calculations, table relationships, dimension/fact table design, naming conventions, model documentation, cardinality, cross-filter direction, calculation groups, and data model best practices. Always connects to the active model first using power-bi-modeling MCP tools to understand the data structure before providing guidance.9,900 installs on skills.sh0
- scoutqa-testgithubThis skill should be used when the user asks to "test this website", "run exploratory testing", "check for accessibility issues", "verify the login flow works", "find bugs on this page", or requests automated QA testing. Triggers on web application testing scenarios including smoke tests, accessibility audits, e-commerce flows, and user flow validation using ScoutQA CLI. Use this skill proactively after implementing web application features to verify they work correctly.9,900 installs on skills.sh0
- dataverse-python-production-codegithubGenerate production-ready Python code using Dataverse SDK with error handling, optimization, and best practices9,800 installs on skills.sh0