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https://github.com/dubsopenhub/hoot-skills

🐿️ Hoot's 265+ superpowers — backed up by Groundhog Day
https://github.com/dubsopenhub/hoot-skills

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🐿️ Hoot's 265+ superpowers — backed up by Groundhog Day

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README 

          
# Copilot CLI Skills



A collection of skills for [GitHub Copilot CLI](https://docs.github.com/copilot/concepts/agents/about-copilot-cli) that extend the agent with specialized workflows.



## Skills



| Skill | Description |

|-------|-------------|

| [add-educational-comments](add-educational-comments/) | 'Add educational comments to the file specified, or prompt asking for file to comment if one is not provided.' |

| [agent-company](agent-company/) | — |

| [agent-governance](agent-governance/) | | |

| [agent-owasp-compliance](agent-owasp-compliance/) | | |

| [agent-supply-chain](agent-supply-chain/) | | |

| [agentic-eval](agentic-eval/) | | |

| [ai-prompt-engineering-safety-review](ai-prompt-engineering-safety-review/) | 'Comprehensive AI prompt engineering safety review and improvement prompt. Analyzes prompts for safety, bias, securit... |

| [appinsights-instrumentation](appinsights-instrumentation/) | 'Instrument a webapp to send useful telemetry data to Azure App Insights' |

| [apple-appstore-reviewer](apple-appstore-reviewer/) | 'Serves as a reviewer of the codebase with instructions on looking for Apple App Store optimizations or rejection rea... |

| [arch-linux-triage](arch-linux-triage/) | 'Triage and resolve Arch Linux issues with pacman, systemd, and rolling-release best practices.' |

| [architecture-blueprint-generator](architecture-blueprint-generator/) | 'Comprehensive project architecture blueprint generator that analyzes codebases to create detailed architectural docu... |

| [arize-ai-provider-integration](arize-ai-provider-integration/) | INVOKE THIS SKILL when creating, reading, updating, or deleting Arize AI integrations. Covers listing integrations, c... |

| [arize-annotation](arize-annotation/) | INVOKE THIS SKILL when creating, managing, or using annotation configs on Arize (categorical, continuous, freeform), ... |

| [arize-dataset](arize-dataset/) | INVOKE THIS SKILL when creating, managing, or querying Arize datasets and examples. Covers dataset CRUD, appending ex... |

| [arize-evaluator](arize-evaluator/) | INVOKE THIS SKILL for LLM-as-judge evaluation workflows on Arize: creating/updating evaluators, running evaluations o... |

| [arize-experiment](arize-experiment/) | INVOKE THIS SKILL when creating, running, or analyzing Arize experiments. Covers experiment CRUD, exporting runs, com... |

| [arize-instrumentation](arize-instrumentation/) | INVOKE THIS SKILL when adding Arize AX tracing to an application. Follow the Agent-Assisted Tracing two-phase flow: a... |

| [arize-link](arize-link/) | Generate deep links to the Arize UI. Use when the user wants a clickable URL to open a specific trace, span, session,... |

| [arize-prompt-optimization](arize-prompt-optimization/) | INVOKE THIS SKILL when optimizing, improving, or debugging LLM prompts using production trace data, evaluations, and ... |

| [arize-trace](arize-trace/) | INVOKE THIS SKILL when downloading or exporting Arize traces and spans. Covers exporting traces by ID, sessions by ID... |

| [aspire](aspire/) | 'Aspire skill covering the Aspire CLI, AppHost orchestration, service discovery, integrations, MCP server, VS Code ex... |

| [aspnet-minimal-api-openapi](aspnet-minimal-api-openapi/) | 'Create ASP.NET Minimal API endpoints with proper OpenAPI documentation' |

| [automate-this](automate-this/) | 'Analyze a screen recording of a manual process and produce targeted, working automation scripts. Extracts frames and... |

| [autoresearch](autoresearch/) | 'Autonomous iterative experimentation loop for any programming task. Guides the user through defining goals, measurab... |

| [aws-cdk-python-setup](aws-cdk-python-setup/) | Setup and initialization guide for developing AWS CDK (Cloud Development Kit) applications in Python. This skill enab... |

| [az-cost-optimize](az-cost-optimize/) | 'Analyze Azure resources used in the app (IaC files and/or resources in a target rg) and optimize costs - creating Gi... |

| [azure-architecture-autopilot](azure-architecture-autopilot/) | Design Azure infrastructure using natural language, or analyze existing Azure resources to auto-generate architecture... |

| [azure-deployment-preflight](azure-deployment-preflight/) | 'Performs comprehensive preflight validation of Bicep deployments to Azure, including template syntax validation, wha... |

| [azure-devops-cli](azure-devops-cli/) | Manage Azure DevOps resources via CLI including projects, repos, pipelines, builds, pull requests, work items, artifa... |

| [azure-pricing](azure-pricing/) | 'Fetches real-time Azure retail pricing using the Azure Retail Prices API (prices.azure.com) and estimates Copilot St... |

| [azure-resource-health-diagnose](azure-resource-health-diagnose/) | 'Analyze Azure resource health, diagnose issues from logs and telemetry, and create a remediation plan for identified... |

| [azure-resource-visualizer](azure-resource-visualizer/) | Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between i... |

| [azure-role-selector](azure-role-selector/) | When user is asking for guidance for which role to assign to an identity given desired permissions, this agent helps ... |

| [azure-static-web-apps](azure-static-web-apps/) | Helps create, configure, and deploy Azure Static Web Apps using the SWA CLI. Use when deploying static sites to Azure... |

| [bigquery-pipeline-audit](bigquery-pipeline-audit/) | 'Audits Python + BigQuery pipelines for cost safety, idempotency, and production readiness. Returns a structured repo... |

| [boost-prompt](boost-prompt/) | 'Interactive prompt refinement workflow: interrogates scope, deliverables, constraints; copies final markdown to clip... |

| [breakdown-epic-arch](breakdown-epic-arch/) | 'Prompt for creating the high-level technical architecture for an Epic, based on a Product Requirements Document.' |

| [breakdown-epic-pm](breakdown-epic-pm/) | 'Prompt for creating an Epic Product Requirements Document (PRD) for a new epic. This PRD will be used as input for g... |

| [breakdown-feature-implementation](breakdown-feature-implementation/) | 'Prompt for creating detailed feature implementation plans, following Epoch monorepo structure.' |

| [breakdown-feature-prd](breakdown-feature-prd/) | 'Prompt for creating Product Requirements Documents (PRDs) for new features, based on an Epic.' |

| [breakdown-plan](breakdown-plan/) | 'Issue Planning and Automation prompt that generates comprehensive project plans with Epic > Feature > Story/Enabler ... |

| [breakdown-test](breakdown-test/) | 'Test Planning and Quality Assurance prompt that generates comprehensive test strategies, task breakdowns, and qualit... |

| [centos-linux-triage](centos-linux-triage/) | 'Triage and resolve CentOS issues using RHEL-compatible tooling, SELinux-aware practices, and firewalld.' |

| [chrome-devtools](chrome-devtools/) | 'Expert-level browser automation, debugging, and performance analysis using Chrome DevTools MCP. Use for interacting ... |

| [cli-mastery](cli-mastery/) | Interactive training for the GitHub Copilot CLI. Guided lessons, quizzes, scenario challenges, and a full reference c... |

| [cloud-design-patterns](cloud-design-patterns/) | 'Cloud design patterns for distributed systems architecture covering 42 industry-standard patterns across reliability... |

| [code-exemplars-blueprint-generator](code-exemplars-blueprint-generator/) | 'Technology-agnostic prompt generator that creates customizable AI prompts for scanning codebases and identifying hig... |

| [codeql](codeql/) | Comprehensive guide for setting up and configuring CodeQL code scanning via GitHub Actions workflows and the CodeQL C... |

| [codeql-mastery](codeql-mastery/) | 🛡️ CodeQL Mastery — SOSS Fund expert on GitHub CodeQL and code scanning. Ask any question about CodeQL, code scanning... |

| [comment-code-generate-a-tutorial](comment-code-generate-a-tutorial/) | 'Transform this Python script into a polished, beginner-friendly project by refactoring the code, adding clear instru... |

| [containerize-aspnet-framework](containerize-aspnet-framework/) | 'Containerize an ASP.NET .NET Framework project by creating Dockerfile and .dockerfile files customized for the proje... |

| [containerize-aspnetcore](containerize-aspnetcore/) | 'Containerize an ASP.NET Core project by creating Dockerfile and .dockerfile files customized for the project.' |

| [context-map](context-map/) | 'Generate a map of all files relevant to a task before making changes' |

| [conventional-commit](conventional-commit/) | 'Prompt and workflow for generating conventional commit messages using a structured XML format. Guides users to creat... |

| [convert-plaintext-to-md](convert-plaintext-to-md/) | 'Convert a text-based document to markdown following instructions from prompt, or if a documented option is passed, f... |

| [copilot-cli-quickstart](copilot-cli-quickstart/) | Use this skill when someone wants to learn GitHub Copilot CLI from scratch. Offers interactive step-by-step tutorials... |

| [copilot-first-light](copilot-first-light/) | ✨ First Light — a warm, friendly guide that helps anyone build their first AI agent in about 10 minutes. No coding ex... |

| [copilot-instructions-blueprint-generator](copilot-instructions-blueprint-generator/) | 'Technology-agnostic blueprint generator for creating comprehensive copilot-instructions.md files that guide GitHub C... |

| [copilot-sdk](copilot-sdk/) | Build agentic applications with GitHub Copilot SDK. Use when embedding AI agents in apps, creating custom tools, impl... |

| [copilot-spaces](copilot-spaces/) | 'Use Copilot Spaces to provide project-specific context to conversations. Use this skill when users mention a "Copilo... |

| [copilot-usage-metrics](copilot-usage-metrics/) | Retrieve and display GitHub Copilot usage metrics for organizations and enterprises using the GitHub CLI and REST API. |

| [cosmosdb-datamodeling](cosmosdb-datamodeling/) | 'Step-by-step guide for capturing key application requirements for NoSQL use-case and produce Azure Cosmos DB Data No... |

| [create-agentsmd](create-agentsmd/) | 'Prompt for generating an AGENTS.md file for a repository' |

| [create-architectural-decision-record](create-architectural-decision-record/) | 'Create an Architectural Decision Record (ADR) document for AI-optimized decision documentation.' |

| [create-github-action-workflow-specification](create-github-action-workflow-specification/) | 'Create a formal specification for an existing GitHub Actions CI/CD workflow, optimized for AI consumption and workfl... |

| [create-github-issue-feature-from-specification](create-github-issue-feature-from-specification/) | 'Create GitHub Issue for feature request from specification file using feature_request.yml template.' |

| [create-github-issues-feature-from-implementation-plan](create-github-issues-feature-from-implementation-plan/) | 'Create GitHub Issues from implementation plan phases using feature_request.yml or chore_request.yml templates.' |

| [create-github-issues-for-unmet-specification-requirements](create-github-issues-for-unmet-specification-requirements/) | 'Create GitHub Issues for unimplemented requirements from specification files using feature_request.yml template.' |

| [create-github-pull-request-from-specification](create-github-pull-request-from-specification/) | 'Create GitHub Pull Request for feature request from specification file using pull_request_template.md template.' |

| [create-implementation-plan](create-implementation-plan/) | 'Create a new implementation plan file for new features, refactoring existing code or upgrading packages, design, arc... |

| [create-llms](create-llms/) | 'Create an llms.txt file from scratch based on repository structure following the llms.txt specification at https://l... |

| [create-readme](create-readme/) | 'Create a README.md file for the project' |

| [create-specification](create-specification/) | 'Create a new specification file for the solution, optimized for Generative AI consumption.' |

| [create-spring-boot-java-project](create-spring-boot-java-project/) | 'Create Spring Boot Java Project Skeleton' |

| [create-spring-boot-kotlin-project](create-spring-boot-kotlin-project/) | 'Create Spring Boot Kotlin Project Skeleton' |

| [create-technical-spike](create-technical-spike/) | 'Create time-boxed technical spike documents for researching and resolving critical development decisions before impl... |

| [create-tldr-page](create-tldr-page/) | 'Create a tldr page from documentation URLs and command examples, requiring both URL and command name.' |

| [creating-oracle-to-postgres-master-migration-plan](creating-oracle-to-postgres-master-migration-plan/) | 'Discovers all projects in a .NET solution, classifies each for Oracle-to-PostgreSQL migration eligibility, and produ... |

| [creating-oracle-to-postgres-migration-bug-report](creating-oracle-to-postgres-migration-bug-report/) | 'Creates structured bug reports for defects found during Oracle-to-PostgreSQL migration. Use when documenting behavio... |

| [creating-oracle-to-postgres-migration-integration-tests](creating-oracle-to-postgres-migration-integration-tests/) | 'Creates integration test cases for .NET data access artifacts during Oracle-to-PostgreSQL database migrations. Gener... |

| [csharp-async](csharp-async/) | 'Get best practices for C# async programming' |

| [csharp-docs](csharp-docs/) | 'Ensure that C# types are documented with XML comments and follow best practices for documentation.' |

| [csharp-mcp-server-generator](csharp-mcp-server-generator/) | 'Generate a complete MCP server project in C# with tools, prompts, and proper configuration' |

| [csharp-mstest](csharp-mstest/) | 'Get best practices for MSTest 3.x/4.x unit testing, including modern assertion APIs and data-driven tests' |

| [csharp-nunit](csharp-nunit/) | 'Get best practices for NUnit unit testing, including data-driven tests' |

| [csharp-tunit](csharp-tunit/) | 'Get best practices for TUnit unit testing, including data-driven tests' |

| [csharp-xunit](csharp-xunit/) | 'Get best practices for XUnit unit testing, including data-driven tests' |

| [daily-prep](daily-prep/) | 'Prepare for tomorrow''s meetings and tasks. Pulls calendar from Outlook via WorkIQ, cross-references open tasks and ... |

| [dark-factory](dark-factory/) | 🏭 Dark Factory — agentic build system with sealed-envelope testing. Orchestrates 6 specialist agents through a checkp... |

| [datanalysis-credit-risk](datanalysis-credit-risk/) | Credit risk data cleaning and variable screening pipeline for pre-loan modeling. Use when working with raw credit dat... |

| [dataverse-python-advanced-patterns](dataverse-python-advanced-patterns/) | 'Generate production code for Dataverse SDK using advanced patterns, error handling, and optimization techniques.' |

| [dataverse-python-production-code](dataverse-python-production-code/) | 'Generate production-ready Python code using Dataverse SDK with error handling, optimization, and best practices' |

| [dataverse-python-quickstart](dataverse-python-quickstart/) | 'Generate Python SDK setup + CRUD + bulk + paging snippets using official patterns.' |

| [dataverse-python-usecase-builder](dataverse-python-usecase-builder/) | 'Generate complete solutions for specific Dataverse SDK use cases with architecture recommendations' |

| [debian-linux-triage](debian-linux-triage/) | 'Triage and resolve Debian Linux issues with apt, systemd, and AppArmor-aware guidance.' |

| [declarative-agents](declarative-agents/) | 'Complete development kit for Microsoft 365 Copilot declarative agents with three comprehensive workflows (basic, adv... |

| [dependabot](dependabot/) | >- |

| [design-auditor](design-auditor/) | 🔍 Design Auditor — paste a URL, get 5 ranked fixes to improve conversions. Analyzes layout, performance, accessibilit... |

| [devops-rollout-plan](devops-rollout-plan/) | 'Generate comprehensive rollout plans with preflight checks, step-by-step deployment, verification signals, rollback ... |

| [dispatch](dispatch/) | Cross-terminal multi-agent orchestration. Splits complex tasks into parallel work units dispatched to independent Cop... |

| [documentation-writer](documentation-writer/) | 'Diátaxis Documentation Expert. An expert technical writer specializing in creating high-quality software documentati... |

| [dotnet-best-practices](dotnet-best-practices/) | 'Ensure .NET/C# code meets best practices for the solution/project.' |

| [dotnet-design-pattern-review](dotnet-design-pattern-review/) | 'Review the C#/.NET code for design pattern implementation and suggest improvements.' |

| [dotnet-timezone](dotnet-timezone/) | '.NET timezone handling guidance for C# applications. Use when working with TimeZoneInfo, DateTimeOffset, NodaTime, U... |

| [dotnet-upgrade](dotnet-upgrade/) | 'Ready-to-use prompts for comprehensive .NET framework upgrade analysis and execution' |

| [doublecheck](doublecheck/) | 'Three-layer verification pipeline for AI output. Extracts verifiable claims, finds supporting or contradicting sourc... |

| [draw-io-diagram-generator](draw-io-diagram-generator/) | Use when creating, editing, or generating draw.io diagram files (.drawio, .drawio.svg, .drawio.png). Covers mxGraph X... |

| [editorconfig](editorconfig/) | 'Generates a comprehensive and best-practice-oriented .editorconfig file based on project analysis and user preferenc... |

| [ef-core](ef-core/) | 'Get best practices for Entity Framework Core' |

| [email-drafter](email-drafter/) | 'Draft and review professional emails that match your personal writing style. Analyzes your sent emails for tone, gre... |

| [entra-agent-user](entra-agent-user/) | 'Create Agent Users in Microsoft Entra ID from Agent Identities, enabling AI agents to act as digital workers with us... |

| [eval-driven-dev](eval-driven-dev/) | Instrument Python LLM apps, build golden datasets, write eval-based tests, run them, and root-cause failures — coveri... |

| [excalidraw-diagram-generator](excalidraw-diagram-generator/) | 'Generate Excalidraw diagrams from natural language descriptions. Use when asked to "create a diagram", "make a flowc... |

| [fabric-lakehouse](fabric-lakehouse/) | 'Use this skill to get context about Fabric Lakehouse and its features for software systems and AI-powered functions.... |

| [fedora-linux-triage](fedora-linux-triage/) | 'Triage and resolve Fedora issues with dnf, systemd, and SELinux-aware guidance.' |

| [finalize-agent-prompt](finalize-agent-prompt/) | 'Finalize prompt file using the role of an AI agent to polish the prompt for the end user.' |

| [finnish-humanizer](finnish-humanizer/) | 'Detect and remove AI-generated markers from Finnish text, making it sound like a native Finnish speaker wrote it. Us... |

| [first-agent](first-agent/) | 🎓 First Agent — live training skill that guides non-developers from zero to building their first AI agent in three se... |

| [first-ask](first-ask/) | 'Interactive, input-tool powered, task refinement workflow: interrogates scope, deliverables, constraints before carr... |

| [flowstudio-power-automate-build](flowstudio-power-automate-build/) | >- |

| [flowstudio-power-automate-debug](flowstudio-power-automate-debug/) | >- |

| [flowstudio-power-automate-governance](flowstudio-power-automate-governance/) | >- |

| [flowstudio-power-automate-mcp](flowstudio-power-automate-mcp/) | >- |

| [flowstudio-power-automate-monitoring](flowstudio-power-automate-monitoring/) | >- |

| [fluentui-blazor](fluentui-blazor/) | Guide for using the Microsoft Fluent UI Blazor component library (Microsoft.FluentUI.AspNetCore.Components NuGet pack... |

| [folder-structure-blueprint-generator](folder-structure-blueprint-generator/) | 'Comprehensive technology-agnostic prompt for analyzing and documenting project folder structures. Auto-detects proje... |

| [freecad-scripts](freecad-scripts/) | 'Expert skill for writing FreeCAD Python scripts, macros, and automation. Use when asked to create FreeCAD models, pa... |

| [from-the-other-side-vega](from-the-other-side-vega/) | 'Patterns and lived experience from Vega, an AI partner in a deep long-term partnership. For Ember to draw on when wo... |

| [game-engine](game-engine/) | 'Expert skill for building web-based game engines and games using HTML5, Canvas, WebGL, and JavaScript. Use when aske... |

| [gdoc-converter](gdoc-converter/) | Converts Google Docs, Slides, and Sheets to Microsoft Office formats (Word, PowerPoint, Excel). Paste a Google URL an... |

| [gdpr-compliant](gdpr-compliant/) | 'Apply GDPR-compliant engineering practices across your codebase. Use this skill whenever you are designing APIs, wri... |

| [gen-specs-as-issues](gen-specs-as-issues/) | 'This workflow guides you through a systematic approach to identify missing features, prioritize them, and create det... |

| [generate-custom-instructions-from-codebase](generate-custom-instructions-from-codebase/) | 'Migration and code evolution instructions generator for GitHub Copilot. Analyzes differences between two project ver... |

| [geofeed-tuner](geofeed-tuner/) | Use this skill whenever the user mentions IP geolocation feeds, RFC 8805, geofeeds, or wants help creating, tuning, v... |

| [gh-cli](gh-cli/) | GitHub CLI (gh) comprehensive reference for repositories, issues, pull requests, Actions, projects, releases, gists, ... |

| [git-commit](git-commit/) | 'Execute git commit with conventional commit message analysis, intelligent staging, and message generation. Use when ... |

| [git-flow-branch-creator](git-flow-branch-creator/) | 'Intelligent Git Flow branch creator that analyzes git status/diff and creates appropriate branches following the nvi... |

| [github-copilot-starter](github-copilot-starter/) | 'Set up complete GitHub Copilot configuration for a new project based on technology stack' |

| [github-issues](github-issues/) | 'Create, update, and manage GitHub issues using MCP tools. Use this skill when users want to create bug reports, feat... |

| [go-mcp-server-generator](go-mcp-server-generator/) | 'Generate a complete Go MCP server project with proper structure, dependencies, and implementation using the official... |

| [grid-medic](grid-medic/) | Weekly skill health audit — checks all installed skills for staleness, conflicts, missing dependencies, and broken re... |

| [gsap-framer-scroll-animation](gsap-framer-scroll-animation/) | >- |

| [gtm-0-to-1-launch](gtm-0-to-1-launch/) | Launch new products from idea to first customers. Use when launching products, finding early adopters, building launc... |

| [gtm-ai-gtm](gtm-ai-gtm/) | Go-to-market strategy for AI products. Use when positioning AI products, handling "who is responsible when it breaks"... |

| [gtm-board-and-investor-communication](gtm-board-and-investor-communication/) | Board meeting preparation, investor updates, and executive communication. Use when preparing board decks, writing inv... |

| [gtm-developer-ecosystem](gtm-developer-ecosystem/) | Build and scale developer-led adoption through ecosystem programs. Use when deciding open vs curated ecosystems, buil... |

| [gtm-enterprise-account-planning](gtm-enterprise-account-planning/) | Strategic account planning and execution for enterprise deals. Use when planning complex sales cycles, managing multi... |

| [gtm-enterprise-onboarding](gtm-enterprise-onboarding/) | Four-phase framework for onboarding enterprise customers from contract to value realization. Use when implementing ne... |

| [gtm-operating-cadence](gtm-operating-cadence/) | Design meeting rhythms, metric reporting, quarterly planning, and decision-making velocity for scaling companies. Use... |

| [gtm-partnership-architecture](gtm-partnership-architecture/) | Build and scale partner ecosystems that drive revenue and platform adoption. Use when building partner programs from ... |

| [gtm-positioning-strategy](gtm-positioning-strategy/) | Find and own a defensible market position. Use when messaging sounds like competitors, conversion is weak despite awa... |

| [gtm-product-led-growth](gtm-product-led-growth/) | Build self-serve acquisition and expansion motions. Use when deciding PLG vs sales-led, optimizing activation, drivin... |

| [gtm-technical-product-pricing](gtm-technical-product-pricing/) | Pricing strategy for technical products. Use when choosing usage-based vs seat-based, designing freemium thresholds, ... |

| [havoc-hackathon](havoc-hackathon/) | 🏟️ Havoc Hackathon — a multi-model orchestration skill that turns your terminal into a competitive arena. Dispatches ... |

| [headcount-zero](headcount-zero/) | — |

| [image-manipulation-image-magick](image-manipulation-image-magick/) | Process and manipulate images using ImageMagick. Supports resizing, format conversion, batch processing, and retrievi... |

| [import-infrastructure-as-code](import-infrastructure-as-code/) | 'Import existing Azure resources into Terraform using Azure CLI discovery and Azure Verified Modules (AVM). Use when ... |

| [integrate-context-matic](integrate-context-matic/) | 'Discovers and integrates third-party APIs using the context-matic MCP server. Uses `fetch_api` to find available API... |

| [issue-fields-migration](issue-fields-migration/) | 'Bulk-migrate metadata to GitHub issue fields from two sources: repo labels (e.g. priority labels to a Priority field... |

| [java-add-graalvm-native-image-support](java-add-graalvm-native-image-support/) | 'GraalVM Native Image expert that adds native image support to Java applications, builds the project, analyzes build ... |

| [java-docs](java-docs/) | 'Ensure that Java types are documented with Javadoc comments and follow best practices for documentation.' |

| [java-junit](java-junit/) | 'Get best practices for JUnit 5 unit testing, including data-driven tests' |

| [java-mcp-server-generator](java-mcp-server-generator/) | 'Generate a complete Model Context Protocol server project in Java using the official MCP Java SDK with reactive stre... |

| [java-refactoring-extract-method](java-refactoring-extract-method/) | 'Refactoring using Extract Methods in Java Language' |

| [java-refactoring-remove-parameter](java-refactoring-remove-parameter/) | 'Refactoring using Remove Parameter in Java Language' |

| [java-springboot](java-springboot/) | 'Get best practices for developing applications with Spring Boot.' |

| [javascript-typescript-jest](javascript-typescript-jest/) | 'Best practices for writing JavaScript/TypeScript tests using Jest, including mocking strategies, test structure, and... |

| [kotlin-mcp-server-generator](kotlin-mcp-server-generator/) | 'Generate a complete Kotlin MCP server project with proper structure, dependencies, and implementation using the offi... |

| [kotlin-springboot](kotlin-springboot/) | 'Get best practices for developing applications with Spring Boot and Kotlin.' |

| [legacy-circuit-mockups](legacy-circuit-mockups/) | 'Generate breadboard circuit mockups and visual diagrams using HTML5 Canvas drawing techniques. Use when asked to cre... |

| [lsp-setup](lsp-setup/) | 'Enable code intelligence (go-to-definition, find-references, hover, type info) for any programming language by insta... |

| [m365-easy-button](m365-easy-button/) | Translate Google Workspace habits into Microsoft 365 steps, app mappings, troubleshooting, and power-user guidance. |

| [make-repo-contribution](make-repo-contribution/) | 'All changes to code must follow the guidance documented in the repository. Before any issue is filed, branch is made... |

| [make-skill-template](make-skill-template/) | 'Create new Agent Skills for GitHub Copilot from prompts or by duplicating this template. Use when asked to "create a... |

| [markdown-to-html](markdown-to-html/) | 'Convert Markdown files to HTML similar to `marked.js`, `pandoc`, `gomarkdown/markdown`, or similar tools; or writing... |

| [mcp-cli](mcp-cli/) | Interface for MCP (Model Context Protocol) servers via CLI. Use when you need to interact with external tools, APIs, ... |

| [mcp-copilot-studio-server-generator](mcp-copilot-studio-server-generator/) | 'Generate a complete MCP server implementation optimized for Copilot Studio integration with proper schema constraint... |

| [mcp-create-adaptive-cards](mcp-create-adaptive-cards/) | 'Skill converted from mcp-create-adaptive-cards.prompt.md' |

| [mcp-create-declarative-agent](mcp-create-declarative-agent/) | 'Skill converted from mcp-create-declarative-agent.prompt.md' |

| [mcp-deploy-manage-agents](mcp-deploy-manage-agents/) | 'Skill converted from mcp-deploy-manage-agents.prompt.md' |

| [mcp-security-audit](mcp-security-audit/) | | |

| [meeting-minutes](meeting-minutes/) | 'Generate concise, actionable meeting minutes for internal meetings. Includes metadata, attendees, agenda, decisions,... |

| [memory-merger](memory-merger/) | 'Merges mature lessons from a domain memory file into its instruction file. Syntax: `/memory-merger >domain [scope]` ... |

| [mentoring-juniors](mentoring-juniors/) | 'Socratic mentoring for junior developers and AI newcomers. Guides through questions, never answers. Triggers: "help ... |

| [microsoft-agent-framework](microsoft-agent-framework/) | 'Create, update, refactor, explain, or review Microsoft Agent Framework solutions using shared guidance plus language... |

| [microsoft-code-reference](microsoft-code-reference/) | Look up Microsoft API references, find working code samples, and verify SDK code is correct. Use when working with Az... |

| [microsoft-docs](microsoft-docs/) | 'Query official Microsoft documentation to find concepts, tutorials, and code examples across Azure, .NET, Agent Fram... |

| [microsoft-skill-creator](microsoft-skill-creator/) | Create agent skills for Microsoft technologies using Learn MCP tools. Use when users want to create a skill that teac... |

| [migrating-oracle-to-postgres-stored-procedures](migrating-oracle-to-postgres-stored-procedures/) | 'Migrates Oracle PL/SQL stored procedures to PostgreSQL PL/pgSQL. Translates Oracle-specific syntax, preserves method... |

| [mkdocs-translations](mkdocs-translations/) | 'Generate a language translation for a mkdocs documentation stack.' |

| [model-recommendation](model-recommendation/) | 'Analyze chatmode or prompt files and recommend optimal AI models based on task complexity, required capabilities, an... |

| [msstore-cli](msstore-cli/) | 'Microsoft Store Developer CLI (msstore) for publishing Windows applications to the Microsoft Store. Use when asked t... |

| [multi-stage-dockerfile](multi-stage-dockerfile/) | 'Create optimized multi-stage Dockerfiles for any language or framework' |

| [my-issues](my-issues/) | 'List my issues in the current repository' |

| [my-pull-requests](my-pull-requests/) | 'List my pull requests in the current repository' |

| [nano-banana-pro-openrouter](nano-banana-pro-openrouter/) | 'Generate or edit images via OpenRouter with the Gemini 3 Pro Image model. Use for prompt-only image generation, imag... |

| [napkin](napkin/) | 'Visual whiteboard collaboration for Copilot CLI. Creates an interactive whiteboard that opens in your browser — draw... |

| [next-intl-add-language](next-intl-add-language/) | 'Add new language to a Next.js + next-intl application' |

| [noob-mode](noob-mode/) | 'Plain-English translation layer for non-technical Copilot CLI users. Translates every approval prompt, error message... |

| [nuget-manager](nuget-manager/) | 'Manage NuGet packages in .NET projects/solutions. Use this skill when adding, removing, or updating NuGet package ve... |

| [octofund](octofund/) | 🐙 OctoFund — data-driven funding allocator for underfunded open source projects. Takes a budget, scores critical proj... |

| [onboard-context-matic](onboard-context-matic/) | 'Interactive onboarding tour for the context-matic MCP server. Walks the user through what the server does, shows all... |

| [oo-component-documentation](oo-component-documentation/) | 'Create or update standardized object-oriented component documentation using a shared template plus mode-specific gui... |

| [openapi-to-application-code](openapi-to-application-code/) | 'Generate a complete, production-ready application from an OpenAPI specification' |

| [outlook-mail](outlook-mail/) | Read and send Outlook email via Microsoft Graph. All outbound email requires explicit user approval before sending. |

| [pdftk-server](pdftk-server/) | 'Skill for using the command-line tool pdftk (PDFtk Server) for working with PDF files. Use when asked to merge PDFs,... |

| [penpot-uiux-design](penpot-uiux-design/) | 'Comprehensive guide for creating professional UI/UX designs in Penpot using MCP tools. Use this skill when: (1) Crea... |

| [phoenix-cli](phoenix-cli/) | Debug LLM applications using the Phoenix CLI. Fetch traces, analyze errors, review experiments, inspect datasets, and... |

| [phoenix-evals](phoenix-evals/) | Build and run evaluators for AI/LLM applications using Phoenix. |

| [phoenix-tracing](phoenix-tracing/) | OpenInference semantic conventions and instrumentation for Phoenix AI observability. Use when implementing LLM tracin... |

| [php-mcp-server-generator](php-mcp-server-generator/) | 'Generate a complete PHP Model Context Protocol server project with tools, resources, prompts, and tests using the of... |

| [pitch-master](pitch-master/) | 🎤 Pitch Master — transforms ANY concept, repo README, or about section into a world-class Y Combinator / TechStars 60... |

| [planning-oracle-to-postgres-migration-integration-testing](planning-oracle-to-postgres-migration-integration-testing/) | 'Creates an integration testing plan for .NET data access artifacts during Oracle-to-PostgreSQL database migrations. ... |

| [plantuml-ascii](plantuml-ascii/) | Generate ASCII art diagrams using PlantUML text mode. Use when user asks to create ASCII diagrams, text-based diagram... |

| [playwright-automation-fill-in-form](playwright-automation-fill-in-form/) | 'Automate filling in a form using Playwright MCP' |

| [playwright-explore-website](playwright-explore-website/) | 'Website exploration for testing using Playwright MCP' |

| [playwright-generate-test](playwright-generate-test/) | 'Generate a Playwright test based on a scenario using Playwright MCP' |

| [polyglot-test-agent](polyglot-test-agent/) | 'Generates comprehensive, workable unit tests for any programming language using a multi-agent pipeline. Use when ask... |

| [postgresql-code-review](postgresql-code-review/) | 'PostgreSQL-specific code review assistant focusing on PostgreSQL best practices, anti-patterns, and unique quality s... |

| [postgresql-optimization](postgresql-optimization/) | 'PostgreSQL-specific development assistant focusing on unique PostgreSQL features, advanced data types, and PostgreSQ... |

| [power-apps-code-app-scaffold](power-apps-code-app-scaffold/) | 'Scaffold a complete Power Apps Code App project with PAC CLI setup, SDK integration, and connector configuration' |

| [power-bi-dax-optimization](power-bi-dax-optimization/) | 'Comprehensive Power BI DAX formula optimization prompt for improving performance, readability, and maintainability o... |

| [power-bi-model-design-review](power-bi-model-design-review/) | 'Comprehensive Power BI data model design review prompt for evaluating model architecture, relationships, and optimiz... |

| [power-bi-performance-troubleshooting](power-bi-performance-troubleshooting/) | 'Systematic Power BI performance troubleshooting prompt for identifying, diagnosing, and resolving performance issues... |

| [power-bi-report-design-consultation](power-bi-report-design-consultation/) | 'Power BI report visualization design prompt for creating effective, user-friendly, and accessible reports with optim... |

| [power-platform-mcp-connector-suite](power-platform-mcp-connector-suite/) | 'Generate complete Power Platform custom connector with MCP integration for Copilot Studio - includes schema generati... |

| [powerbi-modeling](powerbi-modeling/) | 'Power BI semantic modeling assistant for building optimized data models. Use when working with Power BI semantic mod... |

| [prd](prd/) | 'Generate high-quality Product Requirements Documents (PRDs) for software systems and AI-powered features. Includes e... |

| [premium-frontend-ui](premium-frontend-ui/) | 'A comprehensive guide for GitHub Copilot to craft immersive, high-performance web experiences with advanced motion, ... |

| [project-workflow-analysis-blueprint-generator](project-workflow-analysis-blueprint-generator/) | 'Comprehensive technology-agnostic prompt generator for documenting end-to-end application workflows. Automatically d... |

| [prompt-builder](prompt-builder/) | 'Guide users through creating high-quality GitHub Copilot prompts with proper structure, tools, and best practices.' |

| [publish-to-pages](publish-to-pages/) | 'Publish presentations and web content to GitHub Pages. Converts PPTX, PDF, HTML, or Google Slides to a live GitHub P... |

| [pytest-coverage](pytest-coverage/) | 'Run pytest tests with coverage, discover lines missing coverage, and increase coverage to 100%.' |

| [python-mcp-server-generator](python-mcp-server-generator/) | 'Generate a complete MCP server project in Python with tools, resources, and proper configuration' |

| [python-pypi-package-builder](python-pypi-package-builder/) | 'End-to-end skill for building, testing, linting, versioning, and publishing a production-grade Python library to PyP... |

| [quality-playbook](quality-playbook/) | 'Explore any codebase from scratch and generate six quality artifacts: a quality constitution (QUALITY.md), spec-trac... |

| [quasi-coder](quasi-coder/) | 'Expert 10x engineer skill for interpreting and implementing code from shorthand, quasi-code, and natural language de... |

| [react-audit-grep-patterns](react-audit-grep-patterns/) | 'Provides the complete, verified grep scan command library for auditing React codebases before a React 18.3.1 or Reac... |

| [react18-batching-patterns](react18-batching-patterns/) | 'Provides exact patterns for diagnosing and fixing automatic batching regressions in React 18 class components. Use t... |

| [react18-dep-compatibility](react18-dep-compatibility/) | 'React 18.3.1 and React 19 dependency compatibility matrix.' |

| [react18-enzyme-to-rtl](react18-enzyme-to-rtl/) | 'Provides exact Enzyme → React Testing Library migration patterns for React 18 upgrades. Use this skill whenever Enzy... |

| [react18-legacy-context](react18-legacy-context/) | 'Provides the complete migration pattern for React legacy context API (contextTypes, childContextTypes, getChildConte... |

| [react18-lifecycle-patterns](react18-lifecycle-patterns/) | 'Provides exact before/after migration patterns for the three unsafe class component lifecycle methods - componentWil... |

| [react18-string-refs](react18-string-refs/) | 'Provides exact migration patterns for React string refs (ref="name" + this.refs.name) to React.createRef() in class ... |

| [react19-concurrent-patterns](react19-concurrent-patterns/) | 'Preserve React 18 concurrent patterns and adopt React 19 APIs (useTransition, useDeferredValue, Suspense, use(), use... |

| [react19-source-patterns](react19-source-patterns/) | 'Reference for React 19 source-file migration patterns, including API changes, ref handling, and context updates.' |

| [react19-test-patterns](react19-test-patterns/) | 'Provides before/after patterns for migrating test files to React 19 compatibility, including act() imports, Simulate... |

| [readme-blueprint-generator](readme-blueprint-generator/) | 'Intelligent README.md generation prompt that analyzes project documentation structure and creates comprehensive repo... |

| [refactor](refactor/) | 'Surgical code refactoring to improve maintainability without changing behavior. Covers extracting functions, renamin... |

| [refactor-method-complexity-reduce](refactor-method-complexity-reduce/) | 'Refactor given method `${input:methodName}` to reduce its cognitive complexity to `${input:complexityThreshold}` or ... |

| [refactor-plan](refactor-plan/) | 'Plan a multi-file refactor with proper sequencing and rollback steps' |

| [remember](remember/) | 'Transforms lessons learned into domain-organized memory instructions (global or workspace). Syntax: `/remember [>dom... |

| [remember-interactive-programming](remember-interactive-programming/) | 'A micro-prompt that reminds the agent that it is an interactive programmer. Works great in Clojure when Copilot has ... |

| [repo-story-time](repo-story-time/) | 'Generate a comprehensive repository summary and narrative story from commit history' |

| [review-and-refactor](review-and-refactor/) | 'Review and refactor code in your project according to defined instructions' |

| [reviewing-oracle-to-postgres-migration](reviewing-oracle-to-postgres-migration/) | 'Identifies Oracle-to-PostgreSQL migration risks by cross-referencing code against known behavioral differences (empt... |

| [roundup](roundup/) | 'Generate personalized status briefings on demand. Pulls from your configured data sources (GitHub, email, Teams, Sla... |

| [roundup-setup](roundup-setup/) | 'Interactive onboarding that learns your communication style, audiences, and data sources to configure personalized s... |

| [ruby-mcp-server-generator](ruby-mcp-server-generator/) | 'Generate a complete Model Context Protocol server project in Ruby using the official MCP Ruby SDK gem.' |

| [ruff-recursive-fix](ruff-recursive-fix/) | Run Ruff checks with optional scope and rule overrides, apply safe and unsafe autofixes iteratively, review each chan... |

| [rust-mcp-server-generator](rust-mcp-server-generator/) | 'Generate a complete Rust Model Context Protocol server project with tools, prompts, resources, and tests using the o... |

| [salesforce-apex-quality](salesforce-apex-quality/) | 'Apex code quality guardrails for Salesforce development. Enforces bulk-safety rules (no SOQL/DML in loops), sharing ... |

| [salesforce-component-standards](salesforce-component-standards/) | 'Quality standards for Salesforce Lightning Web Components (LWC), Aura components, and Visualforce pages. Covers SLDS... |

| [salesforce-flow-design](salesforce-flow-design/) | 'Salesforce Flow architecture decisions, flow type selection, bulk safety validation, and fault handling standards. U... |

| [sandbox-npm-install](sandbox-npm-install/) | 'Install npm packages in a Docker sandbox environment. Use this skill whenever you need to install, reinstall, or upd... |

| [scaffolding-oracle-to-postgres-migration-test-project](scaffolding-oracle-to-postgres-migration-test-project/) | 'Scaffolds an xUnit integration test project for validating Oracle-to-PostgreSQL database migration behavior in .NET ... |

| [scoutqa-test](scoutqa-test/) | 'This skill should be used when the user asks to "test this website", "run exploratory testing", "check for accessibi... |

| [secret-scanning](secret-scanning/) | Guide for configuring and managing GitHub secret scanning, push protection, custom patterns, and secret alert remedia... |

| [security-review](security-review/) | 'AI-powered codebase security scanner that reasons about code like a security researcher — tracing data flows, unders... |

| [semantic-kernel](semantic-kernel/) | 'Create, update, refactor, explain, or review Semantic Kernel solutions using shared guidance plus language-specific ... |

| [shuffle-json-data](shuffle-json-data/) | 'Shuffle repetitive JSON objects safely by validating schema consistency before randomising entries.' |

| [slack-context](slack-context/) | Use when the user asks to "fetch context from Slack", "read this Slack thread", "get requirements from Slack", "extra... |

| [snowflake-semanticview](snowflake-semanticview/) | Create, alter, and validate Snowflake semantic views using Snowflake CLI (snow). Use when asked to build or troublesh... |

| [soss-skill-template](soss-skill-template/) | 🛡️ SOSS Fund Training — MODULE_TITLE. Interactive trainer with CTA tracking, security validation, and dashboard-ready... |

| [sponsor-finder](sponsor-finder/) | Find which of a GitHub repository's dependencies are sponsorable via GitHub Sponsors. Uses deps.dev API for dependenc... |

| [spring-boot-testing](spring-boot-testing/) | Expert Spring Boot 4 testing specialist that selects the best Spring Boot testing techniques for your situation with ... |

| [sql-code-review](sql-code-review/) | 'Universal SQL code review assistant that performs comprehensive security, maintainability, and code quality analysis... |

| [sql-optimization](sql-optimization/) | 'Universal SQL performance optimization assistant for comprehensive query tuning, indexing strategies, and database p... |

| [stampede](stampede/) | Cross-terminal multi-agent orchestration. Splits complex tasks into parallel work units dispatched to independent CLI... |

| [structured-autonomy-generate](structured-autonomy-generate/) | 'Structured Autonomy Implementation Generator Prompt' |

| [structured-autonomy-implement](structured-autonomy-implement/) | 'Structured Autonomy Implementation Prompt' |

| [structured-autonomy-plan](structured-autonomy-plan/) | 'Structured Autonomy Planning Prompt' |

| [suggest-awesome-github-copilot-agents](suggest-awesome-github-copilot-agents/) | 'Suggest relevant GitHub Copilot Custom Agents files from the awesome-copilot repository based on current repository ... |

| [suggest-awesome-github-copilot-instructions](suggest-awesome-github-copilot-instructions/) | 'Suggest relevant GitHub Copilot instruction files from the awesome-copilot repository based on current repository co... |

| [suggest-awesome-github-copilot-skills](suggest-awesome-github-copilot-skills/) | 'Suggest relevant GitHub Copilot skills from the awesome-copilot repository based on current repository context and c... |

| [swarm](swarm/) | — |

| [swift-mcp-server-generator](swift-mcp-server-generator/) | 'Generate a complete Model Context Protocol server project in Swift using the official MCP Swift SDK package.' |

| [technology-stack-blueprint-generator](technology-stack-blueprint-generator/) | 'Comprehensive technology stack blueprint generator that analyzes codebases to create detailed architectural document... |

| [terraform-azurerm-set-diff-analyzer](terraform-azurerm-set-diff-analyzer/) | Analyze Terraform plan JSON output for AzureRM Provider to distinguish between false-positive diffs (order-only chang... |

| [threat-model-analyst](threat-model-analyst/) | 'Full STRIDE-A threat model analysis and incremental update skill for repositories and systems. Supports two modes: (... |

| [tldr-prompt](tldr-prompt/) | 'Create tldr summaries for GitHub Copilot files (prompts, agents, instructions, collections), MCP servers, or documen... |

| [transloadit-media-processing](transloadit-media-processing/) | 'Process media files (video, audio, images, documents) using Transloadit. Use when asked to encode video to HLS/MP4, ... |

| [typescript-mcp-server-generator](typescript-mcp-server-generator/) | 'Generate a complete MCP server project in TypeScript with tools, resources, and proper configuration' |

| [typespec-api-operations](typespec-api-operations/) | 'Add GET, POST, PATCH, and DELETE operations to a TypeSpec API plugin with proper routing, parameters, and adaptive c... |

| [typespec-create-agent](typespec-create-agent/) | 'Generate a complete TypeSpec declarative agent with instructions, capabilities, and conversation starters for Micros... |

| [typespec-create-api-plugin](typespec-create-api-plugin/) | 'Generate a TypeSpec API plugin with REST operations, authentication, and Adaptive Cards for Microsoft 365 Copilot' |

| [unit-test-vue-pinia](unit-test-vue-pinia/) | 'Write and review unit tests for Vue 3 + TypeScript + Vitest + Pinia codebases. Use when creating or updating tests f... |

| [update-avm-modules-in-bicep](update-avm-modules-in-bicep/) | 'Update Azure Verified Modules (AVM) to latest versions in Bicep files.' |

| [update-implementation-plan](update-implementation-plan/) | 'Update an existing implementation plan file with new or update requirements to provide new features, refactoring exi... |

| [update-llms](update-llms/) | 'Update the llms.txt file in the root folder to reflect changes in documentation or specifications following the llms... |

| [update-markdown-file-index](update-markdown-file-index/) | 'Update a markdown file section with an index/table of files from a specified folder.' |

| [update-specification](update-specification/) | 'Update an existing specification file for the solution, optimized for Generative AI consumption based on new require... |

| [vscode-ext-commands](vscode-ext-commands/) | 'Guidelines for contributing commands in VS Code extensions. Indicates naming convention, visibility, localization an... |

| [vscode-ext-localization](vscode-ext-localization/) | 'Guidelines for proper localization of VS Code extensions, following VS Code extension development guidelines, librar... |

| [web-coder](web-coder/) | 'Expert 10x engineer with comprehensive knowledge of web development, internet protocols, and web standards. Use when... |

| [web-design-reviewer](web-design-reviewer/) | 'This skill enables visual inspection of websites running locally or remotely to identify and fix design issues. Trig... |

| [webapp-testing](webapp-testing/) | Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functio... |

| [what-context-needed](what-context-needed/) | 'Ask Copilot what files it needs to see before answering a question' |

| [winapp-cli](winapp-cli/) | 'Windows App Development CLI (winapp) for building, packaging, and deploying Windows applications. Use when asked to ... |

| [winmd-api-search](winmd-api-search/) | 'Find and explore Windows desktop APIs. Use when building features that need platform capabilities — camera, file acc... |

| [winui3-migration-guide](winui3-migration-guide/) | 'UWP-to-WinUI 3 migration reference. Maps legacy UWP APIs to correct Windows App SDK equivalents with before/after co... |

| [workiq-copilot](workiq-copilot/) | 'Guides the Copilot CLI on how to use the WorkIQ CLI/MCP server to query Microsoft 365 Copilot data (emails, meetings... |

| [write-coding-standards-from-file](write-coding-standards-from-file/) | 'Write a coding standards document for a project using the coding styles from the file(s) and/or folder(s) passed as ... |



## Install



### Install all skills



```bash

git clone https://github.com/DUBSOpenHub/copilot-skills.git /tmp/copilot-skills

cp -R /tmp/copilot-skills/*/ ~/.copilot/skills/

```



### Install a single skill



```bash

git clone --depth 1 https://github.com/DUBSOpenHub/copilot-skills.git /tmp/copilot-skills

cp -R /tmp/copilot-skills/pitch-master ~/.copilot/skills/

```



After installing, restart your Copilot CLI session (`/exit` then `copilot`) to pick up the new skills. Use `/skills` to verify they loaded.



## How skills work



Each skill is a folder containing a `SKILL.md` file with YAML frontmatter (name, description) and markdown prompt instructions. Copilot CLI loads skills from `~/.copilot/skills/` on startup.



## License



MIT