github/awesome-copilot

这个仓库里有 435 个技能，GitHub 星标 ★ 39,081。

• agentic-workflowsRoute gh-aw workflow design/create/debug/upgrade requests to the right prompts.
• create-canvas-extensionCreate or register a canvas extension in the awesome-copilot repository. Use whe
• acquire-codebase-knowledgeUse this skill when the user explicitly asks to map, document, or onboard into a
• acreadiness-assessRun the AgentRC readiness assessment on the current repository and produce a sta
• acreadiness-generate-instructionsGenerate tailored AI agent instruction files via AgentRC instructions command. P
• acreadiness-policyHelp the user pick, write, or apply an AgentRC policy. Policies customise readin
• ad-campaign-analyzerUse this skill when the user shares ad campaign performance data and asks what t
• add-educational-commentsAdd educational comments to the file specified, or prompt asking for file to com
• adobe-illustrator-scriptingWrite, debug, and optimize Adobe Illustrator automation scripts using ExtendScri
• agent-governance|
• agent-owasp-compliance|
• agent-skill-stackFind, evaluate, and assemble the smallest compatible set of AI Agent Skills for
• agent-supply-chain|
• agentic-eval|
• ai-prompt-engineering-safety-reviewComprehensive AI prompt engineering safety review and improvement prompt. Analyz
• ai-readyMake any repo AI-ready — analyzes your codebase and generates AGENTS.md, copilot
• ai-team-orchestrationBootstrap and run a lightweight multi-agent development team. Use when starting
• anti-ui-slopStop coding agents from shipping generic UI. Use UIZZE''s 800,000+ real web and
• appinsights-instrumentationInstrument a webapp to send useful telemetry data to Azure App Insights
• apple-appstore-reviewerServes as a reviewer of the codebase with instructions on looking for Apple App
• arch-linux-triageTriage and resolve Arch Linux issues with pacman, systemd, and rolling-release b
• architecture-blueprint-generatorComprehensive project architecture blueprint generator that analyzes codebases t
• arduino-azure-iot-edge-integrationDesign and implement Arduino integration with Azure IoT Hub and IoT Edge, includ
• arize-ai-provider-integrationCreates, reads, updates, and deletes Arize AI integrations that store LLM provid
• arize-annotationCreates and manages annotation configs (categorical, continuous, freeform label
• arize-datasetCreates, manages, and queries Arize datasets and examples. Covers dataset CRUD,
• arize-evaluatorHandles LLM-as-judge evaluation workflows on Arize including creating/updating e
• arize-experimentCreates, runs, and analyzes Arize experiments for evaluating and comparing model
• arize-instrumentationAdds Arize AX tracing to an LLM application for the first time. Follows a two-ph
• arize-linkGenerates deep links to the Arize UI for traces, spans, sessions, datasets, labe
• arize-prompt-optimizationOptimizes, improves, and debugs LLM prompts using production trace data, evaluat
• arize-traceDownloads, exports, and inspects existing Arize traces and spans to understand w
• aspireAspire skill covering the Aspire CLI, AppHost orchestration, service discovery,
• aspnet-minimal-api-openapiCreate ASP.NET Minimal API endpoints with proper OpenAPI documentation
• audit-integrityShared audit integrity framework for all AppSec agents — enforces output quality
• automate-thisAnalyze a screen recording of a manual process and produce targeted, working aut
• autoresearchAutonomous iterative experimentation loop for any programming task. Guides the u
• aws-cdk-python-setupSetup and initialization guide for developing AWS CDK (Cloud Development Kit) ap
• aws-cloudwatch-investigation>
• aws-cost-optimizeAnalyze AWS resources used in the app (IaC files and/or resources in a target ac
• aws-resource-health-diagnoseAnalyze AWS resource health, diagnose issues from CloudWatch logs and metrics, a
• aws-resource-queryQuery AWS resources using natural language. Covers EC2, S3, RDS, Lambda, ECS, EK
• aws-well-architected-reviewPerform an AWS Well-Architected Framework review of the current workload IaC and
• az-cost-optimizeAnalyze Azure resources used in the app (IaC files and/or resources in a target
• azure-architecture-autopilot>
• azure-container-registry-cliManage Azure Container Registry via the az acr CLI including registries, images,
• azure-deployment-preflightPerforms comprehensive preflight validation of Bicep deployments to Azure, inclu
• azure-developer-cliDesign, create, review, migrate, or troubleshoot Azure Developer CLI (azd) proje
• azure-devops-cliManage Azure DevOps resources via CLI including projects, repos, pipelines, buil
• azure-pricingFetches real-time Azure retail pricing using the Azure Retail Prices API (prices
• azure-resource-health-diagnoseAnalyze Azure resource health, diagnose issues from logs and telemetry, and crea
• azure-resource-visualizerAnalyze Azure resource groups and generate detailed Mermaid architecture diagram
• azure-role-selectorWhen user is asking for guidance for which role to assign to an identity given d
• azure-smart-city-iot-solution-builderDesign and plan end-to-end Azure IoT and Smart City solutions: requirements, arc
• azure-static-web-appsHelps create, configure, and deploy Azure Static Web Apps using the SWA CLI. Use
• azure-well-architected-reviewPerform an Azure Well-Architected Framework review of the current workload IaC a
• batch-filesExpert-level Windows batch file (.bat/.cmd) skill for writing, debugging, and ma
• bench-readRead artifacts from the shared bench — the workspace where desks leave findings,
• bigquery-pipeline-auditAudits Python + BigQuery pipelines for cost safety, idempotency, and production
• boost-promptInteractive prompt refinement workflow: interrogates scope, deliverables, constr
• brag-sheet>
• breakdown-epic-archPrompt for creating the high-level technical architecture for an Epic, based on
• breakdown-epic-pmPrompt for creating an Epic Product Requirements Document (PRD) for a new epic.
• breakdown-feature-implementationPrompt for creating detailed feature implementation plans, following Epoch monor
• breakdown-feature-prdPrompt for creating Product Requirements Documents (PRDs) for new features, base
• breakdown-planIssue Planning and Automation prompt that generates comprehensive project plans
• breakdown-testTest Planning and Quality Assurance prompt that generates comprehensive test str
• bug-receiptClose defects and incidents with a BUG RECEIPT and VERIFIED, PARTIAL, or BLOCKED
• bug-reproduction-briefTurn a vague, intermittent, or environment-specific bug report into a minimal ev
• build-evidence-mapBuild an auditable evidence map for a contested technical choice, research synth
• centos-linux-triageTriage and resolve CentOS issues using RHEL-compatible tooling, SELinux-aware pr
• chrome-devtoolsExpert-level browser automation, debugging, and performance analysis using Chrom
• cli-masteryInteractive training for the GitHub Copilot CLI. Guided lessons, quizzes, scenar
• cloud-design-patternsCloud design patterns for distributed systems architecture covering 42 industry-
• code-exemplars-blueprint-generatorTechnology-agnostic prompt generator that creates customizable AI prompts for sc
• code-tour>
• codebase-memory-mcpUse when exploring unfamiliar code, mapping architecture, finding symbols or rel
• codeqlComprehensive guide for setting up and configuring CodeQL code scanning via GitH
• comment-code-generate-a-tutorialTransform this Python script into a polished, beginner-friendly project by refac
• commit-message-storytellerAnalyzes git diffs or staged changes and generates narrative commit messages tha
• competitor-ad-intelligenceUse this skill when the user asks to analyze, tear down, or reverse-engineer a c
• containerize-aspnet-frameworkContainerize an ASP.NET .NET Framework project by creating Dockerfile and .docke
• containerize-aspnetcoreContainerize an ASP.NET Core project by creating Dockerfile and .dockerfile file
• content-management-systemsWorkflow for building and modifying content management systems across WordPress,
• context-mapGenerate a map of all files relevant to a task before making changes
• conventional-branchCreate Git branches following the Conventional Branch specification (feature/, b
• conventional-commitPrompt and workflow for generating conventional commit messages using a structur
• convert-excel-to-mdConverts Excel (.xlsx) workbooks into Markdown so their contents can be accurate
• convert-pdf-to-mdConverts PDF (.pdf) documents into Markdown so their contents can be accurately
• convert-plaintext-to-mdConvert a text-based document to markdown following instructions from prompt, or
• convert-word-to-mdConverts Word (.docx) documents into Markdown so their contents can be accuratel
• copilot-cli-quickstart>
• copilot-instructions-blueprint-generatorTechnology-agnostic blueprint generator for creating comprehensive copilot-instr
• copilot-pr-autopilotCopilot left 14 review comments on your PR — half are nits. Hours of fix → reply
• copilot-sdkBuild agentic applications with GitHub Copilot SDK. Use when embedding AI agents
• copilot-spacesUse Copilot Spaces to provide project-specific context to conversations. Use thi
• copilot-usage-metricsRetrieve and display GitHub Copilot usage metrics for organizations and enterpri
• cosmosdb-datamodelingStep-by-step guide for capturing key application requirements for NoSQL use-case
• create-agentsmdPrompt for generating an AGENTS.md file for a repository
• create-architectural-decision-recordCreate an Architectural Decision Record (ADR) document for AI-optimized decision
• create-github-action-workflow-specificationCreate a formal specification for an existing GitHub Actions CI/CD workflow, opt
• create-github-issue-feature-from-specificationCreate GitHub Issue for feature request from specification file using feature_re
• create-github-issues-feature-from-implementation-planCreate GitHub Issues from implementation plan phases using feature_request.yml o
• create-github-issues-for-unmet-specification-requirementsCreate GitHub Issues for unimplemented requirements from specification files usi
• create-implementation-planCreate a new implementation plan file for new features, refactoring existing cod
• create-llmsCreate an llms.txt file from scratch based on repository structure following the
• create-readmeCreate a README.md file for the project
• create-specificationCreate a new specification file for the solution, optimized for Generative AI co
• create-spring-boot-java-projectCreate Spring Boot Java Project Skeleton
• create-spring-boot-kotlin-projectCreate Spring Boot Kotlin Project Skeleton
• create-technical-spikeCreate time-boxed technical spike documents for researching and resolving critic
• create-tldr-pageCreate a tldr page from documentation URLs and command examples, requiring both
• creating-oracle-to-postgres-master-migration-planDiscovers all projects in a .NET solution, classifies each for Oracle-to-Postgre
• creating-oracle-to-postgres-migration-bug-reportCreates structured bug reports for defects found during Oracle-to-PostgreSQL mig
• creating-oracle-to-postgres-migration-integration-testsCreates integration test cases targeting Oracle for .NET data access artifacts.
• csharp-asyncGet best practices for C# async programming
• csharp-docsEnsure that C# types are documented with XML comments and follow best practices
• csharp-mstestGet best practices for MSTest 3.x/4.x unit testing, including modern assertion A
• csharp-nunitGet best practices for NUnit unit testing, including data-driven tests
• csharp-tunitGet best practices for TUnit unit testing, including data-driven tests
• csharp-xunitGet best practices for XUnit unit testing, including data-driven tests
• d365-solution-blueprintAuthors a Dynamics 365 Finance and Supply Chain Management Solution Blueprint fr
• daily-focus-boardSpin up a personal, motivating daily focus board that renders in a browser canva
• daily-prepPrepare for tomorrow''s meetings and tasks. Pulls calendar from Outlook via Work
• data-breach-blast-radiusPre-breach impact analysis: inventories sensitive data (PII, PHI, PCI-DSS, crede
• datanalysis-credit-riskCredit risk data cleaning and variable screening pipeline for pre-loan modeling.
• dataverse-python-advanced-patternsGenerate production code for Dataverse SDK using advanced patterns, error handli
• dataverse-python-production-codeGenerate production-ready Python code using Dataverse SDK with error handling, o
• dataverse-python-quickstartGenerate Python SDK setup + CRUD + bulk + paging snippets using official pattern
• dataverse-python-usecase-builderGenerate complete solutions for specific Dataverse SDK use cases with architectu
• debian-linux-triageTriage and resolve Debian Linux issues with apt, systemd, and AppArmor-aware gui
• declarative-agentsComplete development kit for Microsoft 365 Copilot declarative agents with three
• dependabot>-
• desk-journalWrite, append, or read desk journal entries. The journal is persistent memory —
• desk-openCreate and open a new desk in the workshop. Sets up the folder structure, initia
• devops-rollout-planGenerate comprehensive rollout plans with preflight checks, step-by-step deploym
• diagnosePerform a systematic diagnostic scan of an AI workflow across 5 quality dimensio
• doc-and-modernize>-
• docs-sync-auditRun a read-only documentation drift audit for a feature, PR, branch, release, AP
• documentation-writerDiátaxis Documentation Expert. An expert technical writer specializing in creati
• dotnet-best-practicesEnsure .NET/C# code meets best practices for the solution/project.
• dotnet-design-pattern-reviewReview the C#/.NET code for design pattern implementation and suggest improvemen
• dotnet-mcp-builderBuild Model Context Protocol (MCP) servers in C#/.NET against the current ModelC
• dotnet-timezone.NET timezone handling guidance for C# applications. Use when working with TimeZ
• dotnet-upgradeReady-to-use prompts for comprehensive .NET framework upgrade analysis and execu
• doublecheckThree-layer verification pipeline for AI output. Extracts verifiable claims, fin
• draw-io-diagram-generatorUse when creating, editing, or generating draw.io diagram files (.drawio, .drawi
• drawioGenerate draw.io diagrams as .drawio files and export to PNG/SVG/PDF with embedd
• editorconfigGenerates a comprehensive and best-practice-oriented .editorconfig file based on
• ef-coreGet best practices for Entity Framework Core
• efcore-d2-db-diagramGenerate D2 database diagrams from Entity Framework Core models. USE FOR: EF Cor
• em-dashExpert on the history, origin, and correct use of the em dash. Use when writing
• email-drafterDraft and review professional emails that match your personal writing style. Ana
• entra-agent-userCreate Agent Users in Microsoft Entra ID from Agent Identities, enabling AI agen
• eval-driven-dev>
• exam-ready>
• excalidraw-diagram-generatorGenerate Excalidraw diagrams from natural language descriptions. Use when asked
• eyeballDocument analysis with inline source screenshots. When you ask Copilot to analyz
• fabric-lakehouseUse this skill to get context about Fabric Lakehouse and its features for softwa
• fedora-linux-triageTriage and resolve Fedora issues with dnf, systemd, and SELinux-aware guidance.
• finalize-agent-promptFinalize prompt file using the role of an AI agent to polish the prompt for the
• finnish-humanizerDetect and remove AI-generated markers from Finnish text, making it sound like a
• first-askInteractive, input-tool powered, task refinement workflow: interrogates scope, d
• flowstudio-power-automate-build>-
• flowstudio-power-automate-debug>-
• flowstudio-power-automate-governance>-
• flowstudio-power-automate-mcp>-
• flowstudio-power-automate-monitoring>-
• fluentui-blazor>
• folder-structure-blueprint-generatorComprehensive technology-agnostic prompt for analyzing and documenting project f
• foundry-agent-syncCreate and synchronize prompt-based AI agents directly within Azure AI Foundry v
• foundry-hosted-agent-copilotkitOngoing development guidance for agentic web apps that pair a CopilotKit fronten
• freecad-scriptsExpert skill for writing FreeCAD Python scripts, macros, and automation. Use whe
• from-the-other-side-anittaRigorous challenge profile for Anitta: assumption checks, evidence calibration,
• from-the-other-side-quinnCollaboration profile for Quinn: curious, energetic, and implementation-focused
• from-the-other-side-vegaPatterns and lived experience from Vega, an AI partner in a deep long-term partn
• from-the-other-side-wigginsNarrative and synthesis profile for Wiggins: framing, explanation, and audience-
• game-engineExpert skill for building web-based game engines and games using HTML5, Canvas,
• gdpr-compliantApply GDPR-compliant engineering practices across your codebase. Use this skill
• gem-devops-guidelinesDesign or review infrastructure, deployment, CI/CD, Docker, Kubernetes, health c
• gen-specs-as-issuesThis workflow guides you through a systematic approach to identify missing featu
• generate-custom-instructions-from-codebaseMigration and code evolution instructions generator for GitHub Copilot. Analyzes
• generate-image>-
• geofeed-tuner>
• gh-attachUploads a local file (screenshot, image, PDF, zip, video) to GitHub user-attachm
• git-commitExecute git commit with conventional commit message analysis, intelligent stagin
• git-flow-branch-creatorIntelligent Git Flow branch creator that analyzes git status/diff and creates ap
• github-actions-efficiencyAudit GitHub Actions workflow efficiency and recommend fixes to reduce CI minute
• github-actions-hardeningSecurity hardening reviewer for GitHub Actions workflow files (.github/workflows
• github-actions-runtime-upgrade-conventionsUpgrade GitHub Actions to supported runtimes by selecting safe action versions,
• github-codespaces-efficiencyAudit and improve GitHub Codespaces efficiency. Use this skill when a user wants
• github-copilot-starterSet up complete GitHub Copilot configuration for a new project based on technolo
• github-issuesCreate, update, and manage GitHub issues using MCP tools. Use this skill when us
• github-release>
• gitmojiGenerates commit messages following the gitmoji convention (https://gitmoji.dev)
• go-mcp-server-generatorGenerate a complete Go MCP server project with proper structure, dependencies, a
• gsap-framer-scroll-animation>-
• gtm-0-to-1-launchLaunch new products from idea to first customers. Use when launching products, f
• gtm-ai-gtmGo-to-market strategy for AI products. Use when positioning AI products, handlin
• gtm-board-and-investor-communicationBoard meeting preparation, investor updates, and executive communication. Use wh
• gtm-developer-ecosystemBuild and scale developer-led adoption through ecosystem programs. Use when deci
• gtm-enterprise-account-planningStrategic account planning and execution for enterprise deals. Use when planning
• gtm-enterprise-onboardingFour-phase framework for onboarding enterprise customers from contract to value
• gtm-operating-cadenceDesign meeting rhythms, metric reporting, quarterly planning, and decision-makin
• gtm-partnership-architectureBuild and scale partner ecosystems that drive revenue and platform adoption. Use
• gtm-positioning-strategyFind and own a defensible market position. Use when messaging sounds like compet
• gtm-product-led-growthBuild self-serve acquisition and expansion motions. Use when deciding PLG vs sal
• gtm-technical-product-pricingPricing strategy for technical products. Use when choosing usage-based vs seat-b
• harness-engineeringAdopt repository-level harness engineering for coding agents. Use when a user wa
• image-annotationsAnnotate screenshots, diagrams, and images with callout rectangles, arrows, labe
• image-manipulation-image-magickProcess and manipulate images using ImageMagick. Supports resizing, format conve
• impediment-prioritizationRanks any list of impediments and their countermeasures using a value-stream sco
• import-infrastructure-as-codeImport existing Azure resources into Terraform using Azure CLI discovery and Azu
• incident-postmortemUse when an outage, production incident, or significant service degradation has
• integrate-context-maticDiscovers and integrates third-party APIs using the context-matic MCP server. Us
• issue-fields-migrationBulk-migrate metadata to GitHub issue fields from two sources: repo labels (e.g.
• java-add-graalvm-native-image-supportGraalVM Native Image expert that adds native image support to Java applications,
• java-docsEnsure that Java types are documented with Javadoc comments and follow best prac
• java-helidonGet best practices for developing applications with Helidon 4 (SE and MP). Use w
• java-junitGet best practices for JUnit 5 unit testing, including data-driven tests
• java-mcp-server-generatorGenerate a complete Model Context Protocol server project in Java using the offi
• java-refactoring-extract-methodRefactoring using Extract Methods in Java Language
• java-refactoring-remove-parameterRefactoring using Remove Parameter in Java Language
• java-springbootGet best practices for developing applications with Spring Boot.
• javascript-typescript-jestBest practices for writing JavaScript/TypeScript tests using Jest, including moc
• javax-to-jakarta-migrationMigrate Java code from javax.* to jakarta.* namespace. Use when upgrading to Tom
• kotlin-mcp-server-generatorGenerate a complete Kotlin MCP server project with proper structure, dependencie
• kotlin-springbootGet best practices for developing applications with Spring Boot and Kotlin.
• landing-page-conversion-auditAudit a landing page, sales page or checkout page for conversion leaks and retur
• latchshot-page-captureUse this skill when a user needs a screenshot, website thumbnail, full-page capt
• legacy-circuit-mockupsGenerate breadboard circuit mockups and visual diagrams using HTML5 Canvas drawi
• linkedin-post-formatterFormat and draft compelling LinkedIn posts using Unicode bold/italic styling, vi
• lsp-setupEnable code intelligence (go-to-definition, find-references, hover, type info) f
• make-repo-contributionAll changes to code must follow the guidance documented in the repository. Befor
• markdown-to-htmlConvert Markdown files to HTML similar to `marked.js`, `pandoc`, `gomarkdown/mar
• markstream-installInstall and configure Markstream streaming Markdown renderers for Vue, React, Sv
• mcp-cliInterface for MCP (Model Context Protocol) servers via CLI. Use when you need to
• mcp-copilot-studio-server-generatorGenerate a complete MCP server implementation optimized for Copilot Studio integ
• mcp-create-adaptive-cardsSkill converted from mcp-create-adaptive-cards.prompt.md
• mcp-create-declarative-agentSkill converted from mcp-create-declarative-agent.prompt.md
• mcp-deploy-manage-agentsSkill converted from mcp-deploy-manage-agents.prompt.md
• mcp-implementation-security-review|
• mcp-release-qaVerify an MCP server before release by exercising a real protocol session, compa
• mcp-security-audit|
• md-to-docxConvert Markdown files to professionally formatted Word (.docx) documents with e
• meeting-minutesGenerate concise, actionable meeting minutes for internal meetings. Includes met
• memory-mergerMerges mature lessons from a domain memory file into its instruction file. Synta
• mentoring-juniorsSocratic mentoring for junior developers and AI newcomers. Guides through questi
• microsoft-agent-frameworkCreate, update, refactor, explain, or review Microsoft Agent Framework solutions
• microsoft-code-referenceLook up Microsoft API references, find working code samples, and verify SDK code
• microsoft-docsQuery official Microsoft documentation to find concepts, tutorials, and code exa
• microsoft-skill-creatorCreate agent skills for Microsoft technologies using Learn MCP tools. Use when u
• migrating-oracle-to-postgres-data-access-codeMigrates .NET/C# data access code from Oracle to PostgreSQL (Npgsql). Replaces O
• migrating-oracle-to-postgres-stored-proceduresMigrates Oracle PL/SQL stored procedures to PostgreSQL PL/pgSQL. Translates Orac
• minecraft-plugin-developmentUse this skill when building or modifying Minecraft server plugins for Paper, Sp
• mini-context-graph|
• mkdocs-translationsGenerate a language translation for a mkdocs documentation stack.
• msgraph-sdkIntegrate Microsoft Graph SDK into any project — .NET, TypeScript/JavaScript, or
• msstore-cliMicrosoft Store Developer CLI (msstore) for publishing Windows applications to t
• multi-stage-dockerfileCreate optimized multi-stage Dockerfiles for any language or framework
• mvvm-toolkitCommunityToolkit.Mvvm (the MVVM Toolkit) core: source generators ([ObservablePro
• mvvm-toolkit-diWire CommunityToolkit.Mvvm ViewModels into Microsoft.Extensions.DependencyInject
• mvvm-toolkit-messengerCommunityToolkit.Mvvm Messenger pub/sub for decoupled communication between View
• namecheapManage DNS records for domains registered with Namecheap via their API. List dom
• nano-banana-pro-openrouterGenerate or edit images via OpenRouter with the Gemini 3 Pro Image model. Use fo
• napkinVisual whiteboard collaboration for Copilot CLI. Creates an interactive whiteboa
• next-intl-add-languageAdd new language to a Next.js + next-intl application
• noob-modePlain-English translation layer for non-technical Copilot CLI users. Translates
• nuget-managerManage NuGet packages in .NET projects/solutions. Use this skill when adding, re
• onboard-context-maticInteractive onboarding tour for the context-matic MCP server. Walks the user thr
• oo-component-documentationCreate or update standardized object-oriented component documentation using a sh
• openapi-to-application-codeGenerate a complete, production-ready application from an OpenAPI specification
• optimize-simplicite-logscapability to parse Simplicité logs from a raw `.txt` file, filter fields to red
• pdftk-serverSkill for using the command-line tool pdftk (PDFtk Server) for working with PDF
• penpot-uiux-designComprehensive guide for creating professional UI/UX designs in Penpot using MCP
• performance-review-writerDraft performance reviews, self-assessments, peer reviews, and upward feedback i
• pester-migrationPester migration skill for upgrading PowerShell Pester test suites across major
• pester-should-migrationExperimental (preview) Pester skill for migrating classic Should -Be (v5) assert
• phoenix-cliDebug LLM applications using the Phoenix CLI. Fetch traces, analyze errors, stru
• phoenix-evalsBuild and run evaluators for AI/LLM applications using Phoenix.
• phoenix-tracingOpenInference semantic conventions and instrumentation for Phoenix AI observabil
• php-mcp-server-generatorGenerate a complete PHP Model Context Protocol server project with tools, resour
• pinecone-rag>
• planning-oracle-to-postgres-migration-integration-testingCreates an integration testing plan for .NET data access artifacts during Oracle
• plantuml-asciiGenerate ASCII art diagrams using PlantUML text mode. Use when user asks to crea
• playwright-automation-fill-in-formAutomate filling in a form using Playwright MCP
• playwright-explore-websiteWebsite exploration for testing using Playwright MCP
• playwright-generate-testGenerate a Playwright test based on a scenario using Playwright MCP
• poka-yokeMistake-proof code so misuse cannot be expressed, rather than warning against it
• postgresql-code-reviewPostgreSQL-specific code review assistant focusing on PostgreSQL best practices,
• postgresql-optimizationPostgreSQL-specific development assistant focusing on unique PostgreSQL features
• power-apps-code-app-scaffoldScaffold a complete Power Apps Code App project with PAC CLI setup, SDK integrat
• power-bi-dax-optimizationComprehensive Power BI DAX formula optimization prompt for improving performance
• power-bi-model-design-reviewComprehensive Power BI data model design review prompt for evaluating model arch
• power-bi-performance-troubleshootingSystematic Power BI performance troubleshooting prompt for identifying, diagnosi
• power-bi-report-design-consultationPower BI report visualization design prompt for creating effective, user-friendl
• power-platform-architectUse this skill when the user needs to transform business requirements, use case
• power-platform-mcp-connector-suiteGenerate complete Power Platform custom connector with MCP integration for Copil
• powerbi-modelingPower BI semantic modeling assistant for building optimized data models. Use whe
• pr-dashboardOpen a GitHub PR dashboard in the browser. Use when the user asks to see their p
• pr-screenshotsEmbed before/after screenshots and annotated images in pull request descriptions
• prdGenerate high-quality Product Requirements Documents (PRDs) for software systems
• premium-frontend-uiA comprehensive guide for GitHub Copilot to craft immersive, high-performance we
• project-workflow-analysis-blueprint-generatorComprehensive technology-agnostic prompt generator for documenting end-to-end ap
• prompt-optimizerTurn any rough prompt, half-formed idea, or task description into a finished, re
• publish-to-pagesPublish presentations and web content to GitHub Pages. Converts PPTX, PDF, HTML,
• pytest-coverageRun pytest tests with coverage, discover lines missing coverage, and increase co
• python-azure-iot-edge-modulesBuild and operate Python Azure IoT Edge modules with robust messaging, deploymen
• python-mcp-server-generatorGenerate a complete MCP server project in Python with tools, resources, and prop
• python-pypi-package-builderEnd-to-end skill for building, testing, linting, versioning, and publishing a pr
• qdrant-clients-sdkQdrant provides client SDKs for various programming languages, allowing easy int
• qdrant-deployment-optionsGuides Qdrant deployment selection. Use when someone asks 'how to deploy Qdrant'
• qdrant-model-migrationGuides embedding model migration in Qdrant without downtime. Use when someone as
• qdrant-monitoring-debuggingDiagnoses Qdrant production issues using metrics and observability tools. Use wh
• qdrant-monitoring-setupGuides Qdrant monitoring setup including Prometheus scraping, health probes, Hyb
• qdrant-monitoringGuides Qdrant monitoring and observability setup. Use when someone asks 'how to
• qdrant-indexing-performance-optimizationDiagnoses and fixes slow Qdrant indexing and data ingestion. Use when someone re
• qdrant-memory-usage-optimizationDiagnoses and reduces Qdrant memory usage. Use when someone reports 'memory too
• qdrant-search-speed-optimizationDiagnoses and fixes slow Qdrant search. Use when someone reports 'search is slow
• qdrant-performance-optimizationDifferent techniques to optimize the performance of Qdrant, including indexing s
• qdrant-minimize-latencyGuides Qdrant query latency optimization. Use when someone asks 'search is slow'
• qdrant-horizontal-scalingDiagnoses and guides Qdrant horizontal scaling decisions. Use when someone asks
• qdrant-scaling-data-volumeGuides Qdrant data volume scaling decisions. Use when someone asks 'data doesn't
• qdrant-sliding-time-windowGuides sliding time window scaling in Qdrant. Use when someone asks 'only recent
• qdrant-tenant-scalingGuides Qdrant multi-tenant scaling. Use when someone asks 'how to scale tenants'
• qdrant-vertical-scalingGuides Qdrant vertical scaling decisions. Use when someone asks 'how to scale up
• qdrant-scaling-qpsGuides Qdrant query throughput (QPS) scaling. Use when someone asks 'how to incr
• qdrant-scaling-query-volumeGuides Qdrant query volume scaling. Use when someone asks 'query returns too man
• qdrant-scalingGuides Qdrant scaling decisions. Use when someone asks 'how many nodes do I need
• qdrant-search-quality-diagnosisDiagnoses Qdrant search quality issues. Use when someone reports 'results are ba
• qdrant-search-strategiesGuides Qdrant search strategy selection. Use when someone asks 'should I use hyb
• qdrant-search-qualityDiagnoses and improves Qdrant search relevance. Use when someone reports 'search
• qdrant-version-upgradeGuidance on how to upgrade your Qdrant version without interrupting the availabi
• quality-playbookRun a complete quality engineering audit on any codebase. Derives behavioral req
• quasi-coderExpert 10x engineer skill for interpreting and implementing code from shorthand,
• react-audit-grep-patternsProvides the complete, verified grep scan command library for auditing React cod
• react-container-presentation-componentCreate a React component using the Container/Presentation pattern in src/compone
• react18-batching-patternsProvides exact patterns for diagnosing and fixing automatic batching regressions
• react18-dep-compatibilityReact 18.3.1 and React 19 dependency compatibility matrix.
• react18-enzyme-to-rtlProvides exact Enzyme → React Testing Library migration patterns for React 18 up
• react18-legacy-contextProvides the complete migration pattern for React legacy context API (contextTyp
• react18-lifecycle-patternsProvides exact before/after migration patterns for the three unsafe class compon
• react18-string-refsProvides exact migration patterns for React string refs (ref="name" + this.refs.
• react19-concurrent-patternsPreserve React 18 concurrent patterns and adopt React 19 APIs (useTransition, us
• react19-source-patternsReference for React 19 source-file migration patterns, including API changes, re
• react19-test-patternsProvides before/after patterns for migrating test files to React 19 compatibilit
• readme-blueprint-generatorIntelligent README.md generation prompt that analyzes project documentation stru
• refactorSurgical code refactoring to improve maintainability without changing behavior.
• refactor-method-complexity-reduceRefactor given method `${input:methodName}` to reduce its cognitive complexity t
• refactor-planCreate a concrete plan before starting a multi-file refactor. Use when the user
• rememberTransforms lessons learned into domain-organized memory instructions (global or
• remember-interactive-programmingA micro-prompt that reminds the agent that it is an interactive programmer. Work
• repo-standardizerPolish any GitHub repository's surface — labels (emoji rating tiers, P0–P3 prior
• repo-story-timeGenerate a comprehensive repository summary and narrative story from commit hist
• resemble-detectDeepfake detection and media safety — detect AI-generated audio, images, video,
• resx-source-generator-migrationMigrates a project that uses checked-in .designer.cs files behind .resx to using
• review-and-refactorReview and refactor code in your project according to defined instructions
• reviewing-oracle-to-postgres-migrationIdentifies Oracle-to-PostgreSQL migration risks by cross-referencing code agains
• rhino3d-scriptsAuthoring and debugging scripts for Rhinoceros 3D (Rhino 8 and later). Use when
• roslyn-analyzersBuild, review, debug, package, and test Roslyn diagnostic analyzers, code fix pr
• roundupGenerate personalized status briefings on demand. Pulls from your configured dat
• roundup-setupInteractive onboarding that learns your communication style, audiences, and data
• ruby-mcp-server-generatorGenerate a complete Model Context Protocol server project in Ruby using the offi
• ruff-recursive-fixRun Ruff checks with optional scope and rule overrides, apply safe and unsafe au
• rust-mcp-server-generatorGenerate a complete Rust Model Context Protocol server project with tools, promp
• salesforce-apex-qualityApex code quality guardrails for Salesforce development. Enforces bulk-safety ru
• salesforce-component-standardsQuality standards for Salesforce Lightning Web Components (LWC), Aura components
• salesforce-flow-designSalesforce Flow architecture decisions, flow type selection, bulk safety validat
• sandbox-npm-installInstall npm packages in a Docker sandbox environment. Use this skill whenever yo
• scaffolding-oracle-to-postgres-migration-test-projectScaffolds an xUnit integration test project targeting Oracle in .NET solutions.
• scoutqa-testThis skill should be used when the user asks to "test this website", "run explor
• screen-recordingCreate annotated animated GIF demos and screen recordings for pull requests and
• secret-scanningGuide for configuring and managing GitHub secret scanning, push protection, cust
• security-reviewAI-powered codebase security scanner that reasons about code like a security res
• semantic-kernelCreate, update, refactor, explain, or review Semantic Kernel solutions using sha
• server-side-conversion-trackingSet up server-side conversion tracking so purchases are reported accurately to F
• setup-my-iq|
• shopify-review-triageUse this skill when someone wants public Shopify App Store reviews, low-star rev
• shuffle-json-dataShuffle repetitive JSON objects safely by validating schema consistency before r
• signal-writeEmit structured agent signals — hands-up, blocked, done, checkpoint, partnership
• slang-shader-engineerUse when working with Slang shaders, shader modules, HLSL-compatible GPU code, g
• snowflake-semanticviewCreate, alter, and validate Snowflake semantic views using Snowflake CLI (snow).
• speak-summaryConvert text, markdown, or a summary produced by another skill into a listenable
• sponsor-finderFind which of a GitHub repository's dependencies are sponsorable via GitHub Spon
• spring-boot-testingExpert Spring Boot 4 testing specialist that selects the best Spring Boot testin
• sql-code-reviewUniversal SQL code review assistant that performs comprehensive security, mainta
• sql-optimizationUniversal SQL performance optimization assistant for comprehensive query tuning,
• sql-server-table-reconciliationUse when: comparing SQL Server tables across instances, data migration validatio
• ssma-consoleUse when: SSMA console operations — create project, generate assessment report,
• steno-modeShorthand-first response compression that cuts ~40% of response tokens while pre
• structured-autonomy-generateStructured Autonomy Implementation Generator Prompt
• structured-autonomy-implementStructured Autonomy Implementation Prompt
• structured-autonomy-planStructured Autonomy Planning Prompt
• suggest-awesome-github-copilot-agentsSuggest relevant GitHub Copilot Custom Agents files from the awesome-copilot rep
• suggest-awesome-github-copilot-instructionsSuggest relevant GitHub Copilot instruction files from the awesome-copilot repos
• suggest-awesome-github-copilot-skillsSuggest relevant GitHub Copilot skills from the awesome-copilot repository based
• swift-mcp-server-generatorGenerate a complete Model Context Protocol server project in Swift using the off
• system-commandline-cliUse this skill when adding, modifying, or reviewing CLI commands in a .NET proje
• technical-job-searchUse this skill when a software engineer asks for help with job search tasks: par
• technology-stack-blueprint-generatorComprehensive technology stack blueprint generator that analyzes codebases to cr
• terraform-azurerm-set-diff-analyzerAnalyze Terraform plan JSON output for AzureRM Provider to distinguish between f
• test-gap-auditRun a read-only audit for missing, weak, stale, or mis-scoped test coverage. If
• threat-model-analystFull STRIDE-A threat model analysis and incremental update skill for repositorie
• tiny-steppingIncremental development workflow that makes the smallest meaningful change per s
• tldr-promptCreate tldr summaries for GitHub Copilot files (prompts, agents, instructions, c
• tm7-threat-modelCreates valid Microsoft Threat Modeling Tool (.tm7) files compatible with the Mi
• transloadit-media-processingProcess media files (video, audio, images, documents) using Transloadit. Use whe
• tugboatAnxiety-aware, evidence-driven collaboration for stalled or high-stakes work whe
• typescript-mcp-server-generatorGenerate a complete MCP server project in TypeScript using the MCP TypeScript SD
• typespec-api-operationsAdd GET, POST, PATCH, and DELETE operations to a TypeSpec API plugin with proper
• typespec-create-agentGenerate a complete TypeSpec declarative agent with instructions, capabilities,
• typespec-create-api-pluginGenerate a TypeSpec API plugin with REST operations, authentication, and Adaptiv
• ui-screenshotsCapture screenshots of web apps during development using Playwright and PIL. Sup
• unit-test-vue-piniaWrite and review unit tests for Vue 3 + TypeScript + Vitest + Pinia codebases. U
• update-avm-modules-in-bicepUpdate Azure Verified Modules (AVM) to latest versions in Bicep files.
• update-implementation-planUpdate an existing implementation plan file with new or update requirements to p
• update-llmsUpdate the llms.txt file in the root folder to reflect changes in documentation
• update-markdown-file-indexUpdate a markdown file section with an index/table of files from a specified fol
• update-specificationUpdate an existing specification file for the solution, optimized for Generative
• upstash-redis>
• vardoger-analyzeUse when the user asks to personalize the GitHub Copilot CLI assistant, adapt Co
• vcpkgGuide for setting up vcpkg in C++ projects, managing dependency versions, and cr
• verify-agent-actionReview a proposed AI-agent action or human-approval packet before execution. Use
• vscode-ext-commandsGuidelines for contributing commands in VS Code extensions. Indicates naming con
• vscode-ext-localizationGuidelines for proper localization of VS Code extensions, following VS Code exte
• web-design-reviewerThis skill enables visual inspection of websites running locally or remotely to
• webapp-testingToolkit for interacting with and testing local web applications using Playwright
• webmcpifyMake a web app agent-ready — propose a WebMCP tool manifest, integrate, verify i
• what-context-neededAsk Copilot what files it needs to see before answering a question
• winmd-api-searchFind and explore Windows desktop APIs. Use when building features that need plat
• winui3-migration-guideUWP-to-WinUI 3 migration reference. Maps legacy UWP APIs to correct Windows App
• workiq-copilotGuides the Copilot CLI on how to use the WorkIQ CLI/MCP server to query Microsof
• workshop-createCreate a new workshop or use an existing directory as one. Handles two paths: (A
• write-coding-standards-from-fileWrite a coding standards document for a project using the coding styles from the
• x-twitter-scraperBuild GitHub Copilot workflows with Xquik X API SDKs, REST endpoints, hosted Api