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Skills Catalog

Explore self-contained skills with bundled resources for specialized tasks. Each skill includes a SKILL.md instruction file and may include scripts, templates, or reference documentation.
Skills with bundled assets are highlighted with their asset counts. Click skill names to view the source on GitHub.

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Azure & Cloud Infrastructure

Skills for Azure services, cloud deployment, and infrastructure management.

AppInsights Instrumentation

Instrument webapps to send telemetry to Azure App InsightsAssets: 7 files (Bicep examples, PowerShell scripts, multi-language guides)

Aspire

Polyglot distributed app orchestration with Aspire CLI, AppHost, and dashboardAssets: 9 reference docs (architecture, CLI, deployment, integrations, testing)

Azure Deployment Preflight

Validate Bicep deployments with what-if analysis and permission checksAssets: 3 reference docs (validation commands, error handling, report templates)

Azure DevOps CLI

Manage Azure DevOps projects, repos, pipelines, and work items via CLIAssets: 7 reference docs (pipelines, repos, boards, security, workflows)

Azure Resource Visualizer

Generate Mermaid architecture diagrams from Azure resource groupsAssets: Mermaid templates

Azure Role Selector

Identify least-privilege Azure RBAC roles for desired permissions

Azure Static Web Apps

Deploy static sites to Azure with SWA CLI and GitHub Actions

Import Infrastructure as Code

Reverse-engineer live Azure resources into Terraform with Azure Verified Modules

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Documentation & Diagramming

Skills for creating documentation, diagrams, and visual representations.

Excalidraw Diagram Generator

Generate diagrams from natural language: flowcharts, mind maps, architectureAssets: 8 templates, 2 references, 3 Python scripts

Documentation Writer

Expert technical writer using Diátaxis documentation framework

Create README

Generate comprehensive README.md files for projects

Create llms.txt

Generate llms.txt files following the llmstxt.org specification

Markdown to HTML

Convert Markdown to HTML with GFM, CommonMark, and custom flavorsAssets: 15 reference docs (marked.js, pandoc, Jekyll, Hugo, gomarkdown)

PlantUML ASCII

Generate ASCII art diagrams using PlantUML text mode

Architecture Blueprint Generator

Analyze codebases to create detailed architectural documentation

MkDocs Translations

Generate language translations for MkDocs documentation stacks

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Testing & Quality Assurance

Skills for test generation, automation, and quality validation.

Playwright Generate Test

Generate Playwright tests from scenarios using Playwright MCP

Playwright Explore Website

Website exploration for testing using Playwright MCP

Playwright Automation

Automate form filling using Playwright MCP

Polyglot Test Agent

Generate comprehensive unit tests for any programming languageAssets: Multi-agent pipeline prompt

Pytest Coverage

Run pytest with coverage analysis and increase to 100%

WebApp Testing

Comprehensive web application testing strategies

ScoutQA Test

Advanced QA testing and bug detection

Breakdown Test

Generate comprehensive test strategies and task breakdowns

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.NET & C# Development

Skills for .NET, C#, ASP.NET, and related technologies.

C# Async Best Practices

Best practices for C# async/await programming

C# XML Documentation

Ensure C# types are documented with XML comments

C# MSTest

MSTest 3.x/4.x best practices with modern assertion APIs

C# NUnit

NUnit testing best practices including data-driven tests

C# XUnit

XUnit testing best practices including data-driven tests

C# TUnit

TUnit testing best practices including data-driven tests

Entity Framework Core

Best practices for Entity Framework Core

.NET Best Practices

Ensure .NET/C# code meets solution best practices

.NET Design Pattern Review

Review C#/.NET code for design pattern implementation

.NET Upgrade

Comprehensive .NET framework upgrade analysis and execution

NuGet Manager

Manage NuGet packages using dotnet CLI

FluentUI Blazor

Build Blazor apps with Microsoft Fluent UI componentsAssets: 4 reference docs (setup, DataGrid, layout, theming)

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Java & Spring Development

Java Documentation

Ensure Java types are documented with Javadoc

Java JUnit

JUnit 5 best practices including data-driven tests

Java Spring Boot

Best practices for Spring Boot development

Kotlin Spring Boot

Best practices for Spring Boot with Kotlin

GraalVM Native Image

Add GraalVM native image support to Java apps

Create Spring Boot Java Project

Scaffold Spring Boot Java project skeletons

Create Spring Boot Kotlin Project

Scaffold Spring Boot Kotlin project skeletons

Java Refactoring: Extract Method

Extract methods refactoring in Java

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Python Development

Data Analysis: Credit Risk

Credit risk data cleaning and variable screening pipelinesAssets: 2 reference files (analysis.py, func.py), 1 example script

Dataverse Python Quickstart

Python SDK setup + CRUD + bulk operations for Dataverse

Dataverse Python Production

Production-ready Dataverse SDK code with error handling

Dataverse Python Advanced

Advanced Dataverse SDK patterns and optimization

Python MCP Server Generator

Generate complete MCP server projects in Python

Comment Code & Generate Tutorial

Transform Python scripts into beginner-friendly tutorials

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JavaScript/TypeScript & Web Development

Create Web Form

Build accessible web forms with validation and server-side processingAssets: 24 reference docs (HTML, CSS, JS, PHP, Python, accessibility, security)

Game Engine

Build web-based games using HTML5, Canvas, WebGLAssets: 5 templates, 9 reference docs (physics, collision, multiplayer)

JavaScript/TypeScript Jest

Jest testing best practices with mocking strategies

Next.js Intl Add Language

Add new languages to Next.js + next-intl applications

Chrome DevTools

Browser automation and performance analysis with Chrome DevTools MCP

TypeScript MCP Server Generator

Generate complete MCP server projects in TypeScript

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MCP Server Development

Skills for generating Model Context Protocol servers in various languages.

C# MCP Server

Generate MCP servers in C# with tools and prompts

Go MCP Server

Generate MCP servers in Go using official SDK

Java MCP Server

Generate MCP servers in Java with reactive streams

Kotlin MCP Server

Generate MCP servers in Kotlin using official SDK

PHP MCP Server

Generate complete PHP MCP server projects

Python MCP Server

Generate MCP servers in Python with tools and resources

Ruby MCP Server

Generate MCP servers in Ruby

Rust MCP Server

Generate MCP servers in Rust

Swift MCP Server

Generate MCP servers in Swift

TypeScript MCP Server

Generate MCP servers in TypeScript

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Power Platform & Microsoft 365

Declarative Agents

Microsoft 365 Copilot declarative agents development kit

Power Apps Code App Scaffold

Scaffold Power Apps Code App projects with PAC CLI

Power BI DAX Optimization

Optimize DAX formulas for performance and maintainability

Power BI Model Design Review

Review Power BI data model architecture

Power BI Performance Troubleshooting

Diagnose and resolve Power BI performance issues

Power BI Report Design

Design effective, accessible Power BI reports

PowerBI Modeling

Build optimized Power BI semantic modelsAssets: 5 reference docs (DAX, star schema, relationships, RLS, performance)

Power Platform MCP Connector

Generate Power Platform custom connectors with MCP integration

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Database & Data

Cosmos DB Data Modeling

Design Azure Cosmos DB NoSQL data models

Fabric Lakehouse

Build and optimize Fabric Lakehouse solutionsAssets: 2 reference docs (data access, PySpark)

PostgreSQL Optimization

PostgreSQL-specific features and optimization

PostgreSQL Code Review

Review PostgreSQL code for best practices

SQL Optimization

Optimize SQL queries for performance

SQL Code Review

Review SQL code for quality and best practices

BigQuery Pipeline Audit

Audit Python + BigQuery pipelines for production readiness

Snowflake Semantic View

Build semantic views in Snowflake

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DevOps & CI/CD

GitHub CLI

Comprehensive GitHub CLI reference for all operations

Git Commit

Generate conventional commit messages with intelligent staging

Git Flow Branch Creator

Create Git Flow branches from git status/diff analysis

Conventional Commit

Generate conventional commit messages using structured format

DevOps Rollout Plan

Generate comprehensive deployment and rollback plans

Multi-Stage Dockerfile

Create optimized multi-stage Dockerfiles

Containerize ASP.NET Core

Containerize ASP.NET Core projects

Containerize ASP.NET Framework

Containerize ASP.NET .NET Framework projects

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GitHub & Project Management

GitHub Issues

Create and manage GitHub issues using MCP toolsAssets: Templates reference

Copilot Usage Metrics

Retrieve GitHub Copilot usage metrics via GitHub CLIAssets: 4 shell scripts (org/enterprise metrics)

Make Repo Contribution

Follow repository guidelines for issues, commits, and PRsAssets: Issue and PR templates

Breakdown Plan

Generate project plans with Epic > Feature > Story hierarchy

Breakdown Epic

Create Epic PRDs for new initiatives

Breakdown Feature

Create Feature PRDs based on Epics

Create Implementation Plan

Create detailed implementation plans for features

Create GitHub Issues from Spec

Generate GitHub issues from specification files

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AI Agents & Governance

Agent Governance

Add governance, safety, and trust controls to AI agents

Agentic Eval

Evaluate and improve AI agent outputs with self-critique

AI Prompt Engineering Safety

Review prompts for safety, bias, and security vulnerabilities

Model Recommendation

Recommend optimal AI models based on task requirements

Copilot SDK

Build agentic applications with GitHub Copilot SDK

Entra Agent User

Create Agent Users in Microsoft Entra ID

Mentoring Juniors

Socratic mentoring for junior developers

Quasi-Coder

Interpret shorthand, quasi-code, and natural language into production code

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Code Quality & Refactoring

Refactor

Surgical code refactoring without behavior changes

Refactor Plan

Plan multi-file refactors with sequencing and rollback

Reduce Method Complexity

Reduce cognitive complexity by extracting helper methods

Review and Refactor

Comprehensive code review and refactoring

EditorConfig

Generate comprehensive .editorconfig files

Context Map

Generate a map of files relevant to a task

Add Educational Comments

Add educational comments to code files

Web Design Reviewer

Review web designs for usability and accessibility

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Linux System Administration

Arch Linux Triage

Triage and resolve Arch Linux issues

CentOS Linux Triage

Triage CentOS issues with RHEL-compatible tooling

Debian Linux Triage

Triage Debian Linux issues with apt and systemd

Fedora Linux Triage

Triage Fedora issues with dnf and SELinux

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Specialized Tools

Penpot UI/UX Design

Create professional UI/UX designs in Penpot using MCPAssets: 4 reference docs (accessibility, components, platform guidelines)

PDFtk Server

Merge, split, rotate, encrypt PDFs from command lineAssets: 5 reference docs (CLI examples, man page, license)

ImageMagick

Process and manipulate images using ImageMagick

Transloadit Media Processing

Process media files using Transloadit

Legacy Circuit Mockups

Generate breadboard circuit diagrams for 6502 and retro computersAssets: 20 reference docs (555 timer, 6502, EEPROM, LCD, breadboards)

Nano Banana Pro OpenRouter

Generate/edit images via OpenRouter with Gemini 3 ProAssets: Python script, system template

Microsoft Store CLI

Publish Windows apps to Microsoft Store via CLI

WinApp CLI

Build and package Windows applications

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Meta Skills

Skills for creating and managing other skills, agents, and documentation.

Make Skill Template

Create new Agent Skills from prompts or templates

Microsoft Skill Creator

Create skills for Microsoft technologies using Learn MCPAssets: Skill templates reference

Prompt Builder

Guide users through creating high-quality prompts

GitHub Copilot Starter

Set up complete GitHub Copilot configuration for new projects

Copilot Instructions Blueprint

Generate copilot-instructions.md files from codebase analysis

Generate Custom Instructions

Generate instructions from codebase migrations and refactoring

Finalize Agent Prompt

Polish prompt files for end users

First Ask

Interactive task refinement before execution

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Utility & Miscellaneous

MCP CLI

Interface with MCP servers via command line

MCP Configure

Configure MCP server for GitHub Copilot

Microsoft Docs

Query official Microsoft documentation

Microsoft Code Reference

Look up Microsoft API references and code samples

Remember

Transform lessons into domain-organized memory instructions

Memory Merger

Merge mature lessons into instruction files

Meeting Minutes

Generate actionable meeting minutes

Sponsor Finder

Find and connect with GitHub Sponsors

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Browse by Asset Type

Find skills with specific types of bundled resources:
Skills that include executable scripts:
  • appinsights-instrumentation - PowerShell scripts for Azure App Insights
  • copilot-usage-metrics - Shell scripts for GitHub CLI
  • datanalysis-credit-risk - Python analysis scripts
  • excalidraw-diagram-generator - Python diagram manipulation
  • nano-banana-pro-openrouter - Python image generation

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Contributing Skills

Add Your Own Skills

Learn how to create and contribute new skills to the community. All contributions are welcome!

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Skill Categories We’re Looking For

  • Mobile development (iOS, Android, Flutter, React Native)
  • Cloud platforms (AWS, GCP, DigitalOcean, Cloudflare)
  • Container orchestration (Kubernetes, Docker Swarm, Nomad)
  • Serverless frameworks (AWS Lambda, Azure Functions, Cloudflare Workers)
  • Emerging languages (Zig, Nim, Crystal, Elixir)
  • Frontend frameworks (Vue, Svelte, SolidJS, Qwik)
  • Backend frameworks (FastAPI, Express, Gin, Actix)
  • Game engines (Unity, Unreal, Godot, Bevy)
  • Machine learning (PyTorch, TensorFlow, JAX, scikit-learn)
  • Data science (Pandas, Polars, DuckDB, Observable)
  • Security (penetration testing, vulnerability scanning, compliance)
  • DevSecOps (SAST, DAST, SCA, secrets management)
  • Agile methodologies (Scrum, Kanban, SAFe)
  • Design systems (Figma, Sketch, Adobe XD)
  • API design (GraphQL, gRPC, REST, WebSockets)
  • Observability (OpenTelemetry, Prometheus, Grafana)

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