Skills

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.

Adds REST operations (GET, POST, PATCH, DELETE) to TypeSpec API plugins with routing and adaptive card support.

Generates comprehensive documentation for object-oriented components, including class diagrams, method descriptions, and usage examples with automated code insights.

Agent skill providing Python testing patterns with pytest and fixtures, part of the wshobson/agents 73-plugin ecosystem with 112 specialized agents and progressive disclosure architecture.

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.

Generates OpenAPI/Swagger documentation for ASP.NET Core minimal APIs, streamlining API contract creation and client SDK generation.

Creates Epic Product Requirements Documents for new epics as input for technical architecture specifications.

Streamlines large language model development by automating dataset preparation, model architecture selection, and training pipeline configuration

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.

Lists issues assigned to you in the current GitHub repository and suggests which ones to focus on based on age, comment count, and status.

Creates structured plans for autonomous development workflows with task decomposition and dependency mapping.

Generates comprehensive unit test templates and boilerplate code for C# projects using MSTest framework, improving test coverage and development efficiency.

Transforms detailed product specifications into structured GitHub feature issues with clear descriptions, acceptance criteria, and labels for seamless project tracking.

Creates concise tldr summaries for GitHub Copilot configuration files, MCP servers, or technical documentation.

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.