🎯Skills224
A community-curated collection of custom agents, prompts, instructions, and skills to enhance GitHub Copilot across different domains, languages, and use cases.
A community-curated collection of custom agents, prompts, instructions, and skills to enhance GitHub Copilot across different domains, languages, and use cases.
Generates comprehensive Product Requirements Documents (PRDs) by systematically analyzing requirements and crafting detailed technical specifications
A community-curated collection of custom agents, prompts, instructions, and skills to enhance GitHub Copilot across different domains, languages, and use cases.
Generates Excalidraw diagrams from natural language descriptions, creating visual representations of processes, systems, relationships, and ideas.
Expert technical writer guided by the Diataxis framework, creating tutorials, how-to guides, reference docs, and explanation pages for software documentation.
Automates browser interactions, debugging, and performance analysis using Chrome DevTools for comprehensive web page inspection and control.
Provides Spring Boot best practices covering project setup, dependency injection, REST API design, data access with JPA, security configuration, and testing strategies.
A community-curated collection of custom agents, prompts, instructions, and skills to enhance GitHub Copilot across different domains, languages, and use cases.
Manages GitHub Issues through the GitHub API, enabling creation, searching, labeling, and triaging of issues directly from the coding environment.
Creates optimized multi-stage Dockerfiles for any language or framework, separating builder and runtime stages to produce smaller, more secure container images.
A community-curated collection of custom agents, prompts, instructions, and skills to enhance GitHub Copilot across different domains, languages, and use cases.
Generates Playwright end-to-end tests from user-described scenarios using Playwright MCP for browser automation.
Generates professional UI/UX designs in Penpot using MCP tools, covering design systems, accessibility, and platform guidelines.
A community-curated collection of custom agents, prompts, instructions, and skills to enhance GitHub Copilot across different domains, languages, and use cases.
A community-curated collection of custom agents, prompts, instructions, and skills to enhance GitHub Copilot across different domains, languages, and use cases.
Generates skill templates for GitHub Copilot, from a community-driven collection of custom agents, prompts, and instructions.
Merges mature lessons from domain memory files into instruction files, consolidating knowledge with minimal redundancy across global, user, and workspace scopes.
GitHub Copilot SDK skill for building agentic applications with Copilot's agent runtime in Python, TypeScript, Go, or .NET, covering tool invocation, file edits, streaming responses, and MCP server connections
A community-curated collection of custom agents, prompts, instructions, and skills to enhance GitHub Copilot across different domains, languages, and use cases.
Assists with PostgreSQL-specific development including advanced data types, JSONB operations, and unique PostgreSQL features.
A community-curated collection of custom agents, prompts, instructions, and skills to enhance GitHub Copilot across different domains, languages, and use cases.
Automates filling in web forms using Playwright MCP, navigating to target URLs and inputting specified data into form fields.
Creates README.md files for projects.
CLI interface for interacting with MCP (Model Context Protocol) servers. Provides commands to list available servers and tools, inspect tool JSON schemas, call tools with arguments, and search tools by name with glob patterns.
Generates conventional commit messages using structured XML format following the Conventional Commits specification.
A community-curated collection of custom agents, prompts, instructions, and skills to enhance GitHub Copilot across different domains, languages, and use cases.
A community-curated collection of custom agents, prompts, instructions, and skills to enhance GitHub Copilot across different domains, languages, and use cases.
Reviews PostgreSQL code for best practices, anti-patterns, and quality standards with detailed improvement recommendations.
Ensures .NET/C# code follows best practices for XML documentation, naming conventions, SOLID principles, async/await patterns, and security hardening.
A community-curated collection of custom agents, prompts, instructions, and skills to enhance GitHub Copilot across different domains, languages, and use cases.
Explores websites using Playwright MCP to understand page structure and behavior before writing tests.
Automates web application testing using Playwright, enabling browser interactions, UI verification, and comprehensive debugging.
Guides Power BI users in creating optimized semantic models by providing expert advice on DAX, relationships, star schemas, and model best practices.
A community-curated collection of custom agents, prompts, instructions, and skills to enhance GitHub Copilot across different domains, languages, and use cases.
A community-curated collection of custom agents, prompts, instructions, and skills to enhance GitHub Copilot across different domains, languages, and use cases.
Reviews SQL code across all database platforms for security vulnerabilities, maintainability issues, and quality standards.
Converts Markdown files to HTML using marked.js, supporting various Markdown flavors and web templating systems with CLI and Node.js workflows.
Reviews C#/.NET code for design pattern implementation including Command, Repository, Factory, and Observer patterns, and suggests architectural improvements.
A community-curated collection of custom agents, prompts, instructions, and skills to enhance GitHub Copilot across different domains, languages, and use cases.
Provides Jest best practices for JavaScript/TypeScript testing, covering test structure, mocking strategies with jest.mock and spyOn, async testing, and snapshot testing patterns.
A community-curated collection of custom agents, prompts, instructions, and skills to enhance GitHub Copilot across different domains, languages, and use cases.
A community-curated collection of custom agents, prompts, instructions, and skills to enhance GitHub Copilot across different domains, languages, and use cases.
Analyzes codebases to create detailed architectural documentation, detecting technology stacks and architectural patterns.
A community-curated collection of custom agents, prompts, instructions, and skills to enhance GitHub Copilot across different domains, languages, and use cases.
Optimizes SQL query performance across all databases with indexing strategies, query tuning, and execution plan analysis.
Queries Microsoft 365 data across emails, meetings, documents, Teams, and people to provide live organizational context and insights for Copilot tasks.
Generates coding standards documents by analyzing coding styles and patterns from existing source files.
Guides users through creating high-quality GitHub Copilot prompts with proper structure, context, and best practices.
Performs AI-powered exploratory testing on web applications using the ScoutQA CLI. Supports smoke tests, accessibility audits, e-commerce flows, and user flow validation, with the ability to run proactively after implementing web features to verify they work correctly.
A community-curated collection of custom agents, prompts, instructions, and skills to enhance GitHub Copilot across different domains, languages, and use cases.
Game engine skill from Awesome GitHub Copilot, providing specialized agents, prompts, and instructions for game development workflows with GitHub Copilot.
Provides JUnit 5 best practices for Java unit testing, covering project setup, test structure, assertions with AssertJ, parameterized tests, and mocking with Mockito.
Generates production-ready Python code using the PowerPlatform-Dataverse-Client SDK with proper error handling, singleton client pattern, and retry logic with exponential backoff.
A community-curated collection of custom agents, prompts, instructions, and skills to enhance GitHub Copilot across different domains, languages, and use cases.
A community-curated collection of custom agents, prompts, instructions, and skills to enhance GitHub Copilot across different domains, languages, and use cases.
A community-curated collection of custom agents, prompts, instructions, and skills to enhance GitHub Copilot across different domains, languages, and use cases.
Generates comprehensive rollout plans for infrastructure and application changes, including preflight checks, deployment steps, verification signals, rollback procedures, and communication plans.
Generates complete Python MCP server projects with tools, resources, prompts, and full configuration scaffolding.
Creates Architectural Decision Records (ADRs) for AI-optimized decision documentation.
A community-curated collection of custom agents, prompts, instructions, and skills to enhance GitHub Copilot across different domains, languages, and use cases.
Creates specification files optimized for Generative AI consumption.
Identifies and filters false-positive diffs in Terraform Azure plans caused by Set-type attribute ordering changes.
Creates Product Requirements Documents (PRDs) for new features based on an Epic.
A community-curated collection of custom agents, prompts, instructions, and skills to enhance GitHub Copilot across different domains, languages, and use cases.
A community-curated collection of custom agents, prompts, instructions, and skills to enhance GitHub Copilot across different domains, languages, and use cases.
Reviews codebases for Apple App Store optimizations or rejection reasons.
Runs pytest with coverage analysis, discovers uncovered lines, and iteratively adds tests to achieve 100% coverage.
Reviews AI prompts for safety, bias, security vulnerabilities, and effectiveness with improvement recommendations.
Ensures code contributions follow repository-specific guidelines by searching for CONTRIBUTING.md, README.md, issue templates, and PR templates before creating issues, branches, commits, or pull requests. Provides fallback best practices when no guidance is found.
Provides ready-to-use prompts for .NET framework upgrade analysis covering project classification, dependency compatibility review, API migration, and configuration conversion.
A community-curated collection of custom agents, prompts, instructions, and skills to enhance GitHub Copilot across different domains, languages, and use cases.
Analyzes project folder structures with auto-detection of project types (.NET, Java, React, Angular, Python, Node.js, Flutter) and generates detailed documentation with naming conventions and file placement patterns.
A community-curated collection of custom agents, prompts, instructions, and skills to enhance GitHub Copilot across different domains, languages, and use cases.
Guides Power BI report visualization design for creating effective, accessible, and user-friendly reports.
Initializes, packages, and manages Windows app development workflows across frameworks, providing SDK tools, MSIX packaging, and package identity generation.
A community-curated collection of custom agents, prompts, instructions, and skills to enhance GitHub Copilot across different domains, languages, and use cases.
Analyzes project structure and documentation to generate comprehensive, well-organized README.md files automatically.
Sets up complete GitHub Copilot configuration for new projects based on technology stack, including custom instructions, chat participants, and workspace settings.
Diagnoses and resolves Debian Linux issues using apt, systemd, and AppArmor-aware guidance with step-by-step triage plans.
A skill from GitHub's Awesome Copilot collection for tracking and analyzing GitHub Copilot usage metrics across teams and organizations.
Generates AGENTS.md files for repositories.
Plans multi-file refactoring operations with proper sequencing, dependency tracking, and rollback steps.
Generates complete TypeScript MCP server projects with tools, resources, prompts, and full configuration scaffolding.
Suggests relevant GitHub Copilot skills from the awesome-copilot repository that match the current development task.
Generates precise, context-aware GitHub Copilot instruction templates to optimize AI code generation across different programming scenarios and project types.
Analyzes differences between two project versions (branches, commits, or releases) to generate migration instructions for GitHub Copilot during framework upgrades or major refactoring.
A community-curated collection of custom agents, prompts, instructions, and skills to enhance GitHub Copilot across different domains, languages, and use cases.
Generates complete, production-ready applications from OpenAPI specifications with proper models, controllers, validation, error handling, and API documentation.
A community-curated collection of custom agents, prompts, instructions, and skills to enhance GitHub Copilot across different domains, languages, and use cases.
A community-curated collection of custom agents, prompts, instructions, and skills to enhance GitHub Copilot across different domains, languages, and use cases.
Ensures Java types are documented with Javadoc comments following best practices, including summary descriptions, parameter tags, and proper formatting for public and protected members.
Transforms lessons learned during development into organized memory instructions categorized by domain for future reference.
Analyzes .agent.md or .prompt.md files and recommends optimal AI models from GitHub Copilot based on task complexity, required capabilities, and cost-efficiency.
Updates markdown file sections with an auto-generated index or table listing files from a specified folder.
Creates implementation plan files for new features, refactoring, or package upgrades.
Deploys and manages MCP-based declarative agents in the Microsoft 365 admin center with governance, user assignments, and organizational distribution.
Analyzes application workflows end-to-end with automatic architecture detection, generating detailed data flow and dependency documentation.
Asks Copilot what files and context it needs to see before answering a question, reducing hallucination and improving accuracy.
Generates complete Dataverse SDK solutions for specific business use cases, including requirements analysis, table structure design, and architecture recommendations.
Creates formal specifications for existing GitHub Actions CI/CD workflows.
Reviews Power BI data model architecture and identifies optimization opportunities for relationships, schemas, and measures.
Automates GitHub pull request creation by transforming technical specifications into structured code changes with commit messages and PR descriptions.
Generates comprehensive, step-by-step code tutorials with clear explanations, inline comments, and structured documentation for programming concepts and implementations.
Generates comprehensive code blueprints with best practices, design patterns, and modular architecture templates for rapid project scaffolding and learning.
Suggests relevant GitHub Copilot custom agents from the awesome-copilot repository based on the current project context.
Provides best practices for Spring Boot with Kotlin, covering idiomatic Kotlin usage, data classes for entities, coroutine support, null safety, and Kotlin-specific testing with MockK.
Suggests relevant GitHub Copilot instruction files from the awesome-copilot repository to improve AI coding assistance.
Complete development kit for building Microsoft 365 Copilot declarative agents with v1.5 schema support, TypeSpec integration, and Microsoft 365 Agents Toolkit workflows.
Generates complete Power Platform custom connectors with MCP integration for Copilot Studio, including streamable HTTP support and proper schema constraints.
Scaffolds complete Power Apps Code App projects with PAC CLI setup, SDK integration, and project structure.
Guides developers in designing efficient NoSQL data models, partition strategies, and indexing for Azure Cosmos DB performance optimization
Generates complete Rust MCP server projects using the official rmcp SDK with tools, resources, and configuration.
Generates production-ready Python code for the Dataverse SDK using advanced patterns including error handling with retry logic, batch operations, and OData query optimization.
Best practices for C# async programming.
Issue planning and automation that generates project plans with Epic, Feature, Story hierarchy, dependencies and priorities.
Creates declarative agents for Microsoft 365 Copilot by integrating MCP servers with authentication, tool selection, and agent configuration.
Refactors methods with high cognitive complexity by extracting helper methods and simplifying control flow.
Generates a map of all files relevant to a task before making changes.
Provides XUnit best practices for C# unit testing, covering test structure, naming conventions, assertions, and data-driven tests with Theory and InlineData.
Analyzes codebases to create detailed technology stack documentation including frameworks, libraries, and infrastructure.
Optimizes Power BI DAX formulas for better performance and readability with specific rewrite suggestions.
A community-curated collection of custom agents, prompts, instructions, and skills to enhance GitHub Copilot across different domains, languages, and use cases.
Reminds the AI agent that it operates as an interactive programmer, useful for REPL-connected development systems.
Ensures C# types are documented with XML comments following best practices.
Converts text-based documents to markdown following instructions.
A community-curated collection of custom agents, prompts, instructions, and skills to enhance GitHub Copilot across different domains, languages, and use cases.
Reviews code and performs refactoring according to predefined instructions and coding standards.
Interactive prompt refinement workflow that interrogates scope, deliverables, and constraints.
Generates complete PHP MCP server projects using the official PHP SDK with tools, resources, prompts, and tests for production-ready Model Context Protocol implementations.
Guides Java method refactoring using the Remove Parameter pattern, with before/after examples showing how to simplify method signatures by eliminating unused or derivable parameters.
Updates existing specification files with new requirements while preserving document structure and version history.
Create Spring Boot Java Project Skeleton
Adds new languages to Next.js applications using next-intl, handling translation files, routing configuration, middleware setup, and language toggle UI components.
Guides Entity Framework Core development with best practices for DbContext design, fluent API configuration, LINQ queries, migrations, and performance optimization.
Systematically diagnoses and resolves Power BI performance issues with step-by-step troubleshooting guidance.
Generates complete Swift MCP server projects using the official MCP Swift SDK with tools, resources, and configuration.
Guides Java method refactoring using the Extract Method pattern, with before/after examples showing how to break down complex methods into focused, reusable units.
Automates comprehensive auditing and performance tracking of BigQuery data pipelines, identifying bottlenecks and optimizing query efficiency
Generates boilerplate C# Minecraft Protocol (MCP) server code with automatic protocol version handling and network socket management.
Analyzes git status and diff to intelligently create Git Flow branches (feature, release, hotfix, bugfix) following the nvie branching model with automated naming conventions.
Entra agent user skill from Awesome GitHub Copilot, providing specialized agents and workflows for Microsoft Entra identity management with GitHub Copilot.
Creates detailed feature implementation plans following monorepo structure.
Add educational comments to the file specified, or prompt asking for file to comment if one is not provided.
Generates Python snippets for the Microsoft Dataverse SDK covering installation, client setup with InteractiveBrowserCredential, single-record CRUD, bulk operations, and paging.
Lists your pull requests in the current GitHub repository, highlights PRs awaiting review, describes check failures, and suggests possible fixes.
A community-curated collection of custom agents, prompts, instructions, and skills to enhance GitHub Copilot across different domains, languages, and use cases.
Automates containerization of ASP.NET Core applications with optimized Dockerfiles, multi-stage builds, and best practices for .NET deployment.
Generates complete, production-ready Model Context Protocol (MCP) server projects in Go using the official go-sdk with proper module layout and dependencies.
Generates structured autonomous code generation workflows with clear phases, checkpoints, and validation steps.
Generates complete, production-ready Model Context Protocol (MCP) server projects in Kotlin using the official kotlin-sdk with Gradle build setup and coroutine-based implementation.
Adds REST operations (GET, POST, PATCH, DELETE) to TypeSpec API plugins with routing and adaptive card support.
A community-curated collection of custom agents, prompts, instructions, and skills to enhance GitHub Copilot across different domains, languages, and use cases.
Generates complete Model Context Protocol (MCP) server projects in Java using the official MCP Java SDK with reactive streams and optional Spring Boot integration.
Generates comprehensive documentation for object-oriented components, including class diagrams, method descriptions, and usage examples with automated code insights.
Generates comprehensive test strategies, task breakdowns, and quality validation plans for projects.
Generates complete Ruby MCP server projects using the official Ruby SDK gem with tools, resources, and configuration.
Streamlines large language model development by automating dataset preparation, model architecture selection, and training pipeline configuration
Creates Epic Product Requirements Documents for new epics as input for technical architecture specifications.
Generates OpenAPI/Swagger documentation for ASP.NET Core minimal APIs, streamlining API contract creation and client SDK generation.
Generates complete Power Platform custom connectors with MCP integration for use in Copilot Studio workflows.
Generates language translations for MkDocs documentation stacks, handling folder structure, content translation, navigation configuration, and MkDocs i18n plugin setup.
Automates containerization of legacy .NET Framework applications with Docker, generating optimized Dockerfiles and multi-stage build configurations.
Generates comprehensive repository summaries and narratives by analyzing commit history, contributors, and project evolution.
Updates existing implementation plan files with new requirements while maintaining plan structure and traceability.
Automatically generates structured GitHub issues from implementation plans, mapping tasks, priorities, and assignees for seamless project tracking.
Creates high-level technical architecture for an Epic based on a PRD.
Polishes and finalizes AI agent prompt files by applying proven best practices from past experience and feedback to improve clarity and effectiveness.
Generates comprehensive .editorconfig files by analyzing project structure, detecting languages and frameworks, and applying best-practice formatting rules for consistent coding styles across editors.
Streamlines C# unit testing with NUnit, providing robust assertion methods, test case generation, and advanced mocking techniques for .NET projects.
Automatically generates GitHub issues highlighting specification gaps and unmet requirements for software development projects.
Updates existing object-oriented component documentation following industry best practices and design patterns.
Generates comprehensive unit test templates and mocking strategies for C# projects using NUnit, ensuring robust test coverage and code quality.
Creates structured plans for autonomous development workflows with task decomposition and dependency mapping.
Lists issues assigned to you in the current GitHub repository and suggests which ones to focus on based on age, comment count, and status.
Generates comprehensive unit test templates and boilerplate code for C# projects using MSTest framework, improving test coverage and development efficiency.
Creates concise tldr summaries for GitHub Copilot configuration files, MCP servers, or technical documentation.
Transforms detailed product specifications into structured GitHub feature issues with clear descriptions, acceptance criteria, and labels for seamless project tracking.
Rapidly prototype and validate technical approaches by generating structured spike documentation, code scaffolding, and research summaries for complex engineering challenges.
Interactive task refinement workflow that asks clarifying questions about scope, deliverables, and constraints before executing, using the Joyride extension for human input.
Adds Adaptive Card response templates to MCP-based API plugins for visual data presentation in Microsoft 365 Copilot with proper schema constraints.
Executes autonomous development tasks following structured implementation plans with built-in verification.
Diagnoses and resolves Arch Linux system issues through comprehensive log analysis, package dependency checks, and troubleshooting recommendations.
Generates concise, structured summary pages with key insights, takeaways, and actionable highlights from long-form documents or research materials.
Diagnoses and resolves Fedora Linux issues using dnf, systemd, and SELinux-aware guidance with step-by-step triage plans.
Guides a systematic workflow to identify missing features in a project, prioritize them, and create detailed specifications for implementation as GitHub issues.
Quickly scaffold a production-ready Spring Boot project in Kotlin with pre-configured dependencies, testing frameworks, and best practices.
Shuffles repetitive JSON objects safely by validating schema consistency across all items before randomizing their order.
Diagnoses Azure resource health issues, identifies potential problems, and provides actionable recommendations for service restoration and performance optimization.
Updates llms.txt files to reflect documentation changes following the llms.txt specification for LLM-friendly content.
Adds GraalVM Native Image support to Java applications by analyzing build tools, detecting frameworks, configuring metadata, and iteratively fixing compilation errors until successful.
Generates complete TypeSpec declarative agents for Microsoft 365 Copilot with instructions, capabilities, and actions.
Automatically updates Azure Verified Modules to their latest versions in Bicep infrastructure-as-code files.
Analyze Azure resources used in the app (IaC files and/or resources in a target rg) and optimize costs - creating GitHub issues for identified optimizations.
Configures the Dataverse MCP server for GitHub Copilot with your organization's environment URL, supporting both user-level and workspace-level scope settings.
Diagnose and resolve CentOS Linux system issues through comprehensive log analysis, performance metrics, and troubleshooting workflows
Generates TypeSpec API plugins with REST operations and authentication for Microsoft 365 Copilot integration.
Suggests relevant GitHub Copilot prompt files from the awesome-copilot repository for improved AI interactions.
Microsoft Store CLI skill from Awesome GitHub Copilot, a community-created collection of custom agents and instructions for enhancing GitHub Copilot across different domains, languages, and use cases.
Infrastructure as Code import skill from Awesome GitHub Copilot, a community-created collection of custom agents and instructions for enhancing GitHub Copilot across different domains and use cases.
Credit risk data analysis skill from Awesome GitHub Copilot, a community-created collection of custom agents and instructions for enhancing GitHub Copilot across different domains and use cases.
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