Skill collection · github
awesome-copilot agent skills by github
412 skills from github/awesome-copilot are listed in the directory, across 15 categories.
View github/awesome-copilot on GitHub
At a glance
| Publisher | github Official |
|---|---|
| Repository | github.com/github/awesome-copilot |
| Listed skills | 412 |
| Security scan | Not scanned |
| Categories | Developer Tools and Frameworks, AI Agents and LLM Engineering, DevOps and Cloud, Testing and QA, Frontend and Design, Code Review and Code Quality, Data, Analytics and Databases, Video, Image, Audio and Creative, Writing and Editing, Documents and Office Files, Security, Marketing and SEO, Productivity and Knowledge Work, Business, Sales and Finance, Product Management |
| License | MIT (404), Apache-2.0 (8) |
| Last commit | October 16, 2026 |
| README badge | Get the badge for this listing |
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<a href="https://skills.suedeai.ai/directory/github/awesome-copilot/"><img src="https://skills.suedeai.ai/directory/github/awesome-copilot/badge.svg" alt="Suede Skills Directory: listed" height="20"></a>Limited-time feature offer: display either the numeric or letter badge in your repository or skill README (both also qualify), then request badge verification. Eligible skills scoring 80–99 can receive a featured placement after Suede verifies at least one valid badge linked to the skill’s listing. Suede has not announced an end date.
Skills in github/awesome-copilot
Linked names open the skill's directory page; the rest open the skill folder on GitHub. Descriptions on rows without a page are quoted from each SKILL.md.
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| Skill | Category | What it does |
|---|---|---|
| acquire-codebase-knowledge 87/100 · B | AI agents MIT | Use this skill when the user explicitly asks to map, document, or onboard into an existing codebase. Trigger for prompts like "map this codebase"…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| acreadiness-assess 74/100 · C | Data MIT | Run the AgentRC readiness assessment on the current repository and produce a static HTML dashboard at reports/index.html. Wraps `npx… |
| acreadiness-generate-instructions 69/100 · D | AI agents MIT | Generate tailored AI agent instruction files via AgentRC instructions command. Produces .github/copilot-instructions.md (default, recommended for… |
| acreadiness-policy 74/100 · C | Dev tools MIT | Help the user pick, write, or apply an AgentRC policy. Policies customise readiness scoring by disabling irrelevant checks, overriding impact/level… |
| ad-campaign-analyzer 82/100 · B | Marketing MIT | Use this skill when the user shares ad campaign performance data and asks what to cut, scale, or test. Trigger for prompts like "analyze my ad…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| add-educational-comments 67/100 · D | AI agents MIT | Add educational comments to the file specified, or prompt asking for file to comment if one is not provided. |
| adobe-illustrator-scripting 71/100 · C | Testing MIT | Write, debug, and optimize Adobe Illustrator automation scripts using ExtendScript (JavaScript/JSX). Use when creating or modifying scripts that… |
| agent-architecture 72/100 · C | AI agents MIT | Design AI agent architectures through requirements discovery, or audit and diagnose architectural flaws in existing agents. Architecture only… |
| agent-governance 67/100 · D | AI agents MIT | Patterns and techniques for adding governance, safety, and trust controls to AI agent systems. Use this skill when: - Building AI agents that call… |
| agent-owasp-compliance 80/100 · B | Security MIT | Check any AI agent codebase against the OWASP Agentic Security Initiative (ASI) Top 10 risks. Use this skill when: - Evaluating an agent system's…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| agent-skill-stack 84/100 · B | AI agents MIT | Find, evaluate, and assemble the smallest compatible set of AI Agent Skills for an end-to-end natural-language goal. Use when a user wants Skills…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| agent-supply-chain 80/100 · B | AI agents MIT | Verify supply chain integrity for AI agent plugins, tools, and dependencies. Use this skill when: - Generating SHA-256 integrity manifests for agent…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| agentic-eval 77/100 · C | AI agents MIT | Patterns and techniques for evaluating and improving AI agent outputs. Use this skill when: - Implementing self-critique and reflection loops… |
| ai-prompt-engineering-safety-review 69/100 · D | AI agents MIT | Comprehensive AI prompt engineering safety review and improvement prompt. Analyzes prompts for safety, bias, security vulnerabilities, and… |
| ai-ready 74/100 · C | AI agents MIT | Make any repo AI-ready — analyzes your codebase and generates AGENTS.md, copilot-instructions.md, CI workflows, issue templates, and more. Mines… |
| ai-team-orchestration 80/100 · B | Testing MIT | Bootstrap and run a lightweight multi-agent development team. Use when starting or adopting a project, planning work, coordinating implementation…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| anti-ui-slop 80/100 · B | Design MIT | Stop coding agents from shipping generic UI. Use UIZZE's 800,000+ real web and iOS screens to build product-specific interfaces, define a design…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| api-breaking-change-detector 79/100 · C | Dev tools MIT | Cross-references C# Web API controllers/DTOs against their TypeScript/JavaScript consumers (React, Angular, Vue, Svelte, Node.js, or… |
| appinsights-instrumentation 67/100 · D | DevOps MIT | Instrument a webapp to send useful telemetry data to Azure App Insights |
| apple-appstore-reviewer 67/100 · D | Dev tools MIT | Serves as a reviewer of the codebase with instructions on looking for Apple App Store optimizations or rejection reasons. |
| arch-linux-triage 59/100 · D | Code quality MIT | Triage and resolve Arch Linux issues with pacman, systemd, and rolling-release best practices. |
| architecture-blueprint-generator 69/100 · D | Media MIT | Comprehensive project architecture blueprint generator that analyzes codebases to create detailed architectural documentation. Automatically detects… |
| arduino-azure-iot-edge-integration 72/100 · C | DevOps MIT | Design and implement Arduino integration with Azure IoT Hub and IoT Edge, including secure provisioning, resilient telemetry, command handling, and… |
| arize-ai-provider-integration 82/100 · B | AI agents MIT | Creates, reads, updates, and deletes Arize AI integrations that store LLM provider credentials used by evaluators and other Arize features. Supports…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| arize-annotation 82/100 · B | Dev tools MIT | Creates and manages annotation configs (categorical, continuous, freeform label schemas) and annotation queues (human review workflows) on Arize…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| arize-dataset 82/100 · B | Testing MIT | Creates, manages, and queries Arize datasets and examples. Covers dataset CRUD, appending examples, exporting data, and file-based dataset creation…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| arize-evaluator 68/100 · D | AI agents MIT | Handles LLM-as-judge evaluation workflows on Arize including creating/updating evaluators, running evaluations on spans or experiments, managing… |
| arize-experiment 82/100 · B | Testing MIT | Creates, runs, and analyzes Arize experiments for evaluating and comparing model performance. Covers experiment CRUD, exporting runs, comparing…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| arize-instrumentation 82/100 · B | AI agents MIT | Adds Arize AX tracing to an LLM application for the first time. Follows a two-phase agent-assisted flow to analyze the codebase then implement…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| arize-link 77/100 · C | Design MIT | Generates deep links to the Arize UI for traces, spans, sessions, datasets, labeling queues, evaluators, and annotation configs. Produces clickable… |
| arize-prompt-optimization 82/100 · B | AI agents MIT | Optimizes, improves, and debugs LLM prompts using production trace data, evaluations, and annotations. Extracts prompts from spans, gathers…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| arize-trace 79/100 · C | AI agents MIT | Downloads, exports, and inspects existing Arize traces and spans to understand what an LLM app is doing or debug runtime issues. Covers exporting… |
| aspire 80/100 · B | DevOps MIT | Aspire skill covering the Aspire CLI, AppHost orchestration, service discovery, integrations, MCP server, VS Code extension, Dev Containers, GitHub…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| aspnet-minimal-api-openapi 59/100 · D | Dev tools MIT | Create ASP.NET Minimal API endpoints with proper OpenAPI documentation |
| audit-integrity 77/100 · C | Security MIT | Enforce output quality, evidence verification, and quality gates across security audits. Use this skill when you perform SAST, SCA, threat modeling… |
| automate-this 69/100 · D | Media MIT | Analyze a screen recording of a manual process and produce targeted, working automation scripts. Extracts frames and audio narration from video… |
| autoresearch 81/100 · B | Testing MIT | Autonomous iterative experimentation loop for any programming task. Guides the user through defining goals, measurable metrics, and scope…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| aws-cdk-python-setup 66/100 · D | DevOps MIT | Setup and initialization guide for developing AWS CDK (Cloud Development Kit) applications in Python. This skill enables users to configure… |
| aws-cloudwatch-investigation 69/100 · D | DevOps MIT | Reusable investigation patterns for AWS CloudWatch: Logs Insights query templates, alarm-to-deployment correlation, blast-radius narrowing decision… |
| aws-cost-optimize 69/100 · D | DevOps MIT | Analyze AWS resources used in the app (IaC files and/or resources in a target account/region) and optimize costs - creating GitHub issues for… |
| aws-resource-health-diagnose 67/100 · D | DevOps MIT | Analyze AWS resource health, diagnose issues from CloudWatch logs and metrics, and create a remediation plan for identified problems. |
| aws-well-architected-review 69/100 · D | DevOps MIT | Perform an AWS Well-Architected Framework review of the current workload IaC and architecture, generating findings and GitHub issues for improvements. |
| az-cost-optimize 69/100 · D | DevOps MIT | Analyze Azure resources used in the app (IaC files and/or resources in a target rg) and optimize costs - creating GitHub issues for identified… |
| azure-architecture-autopilot 75/100 · C | DevOps MIT | Design Azure infrastructure using natural language, or analyze existing Azure resources to auto-generate architecture diagrams, refine them through… |
| azure-container-registry-cli 80/100 · B | DevOps MIT | Manage Azure Container Registry via the az acr CLI including registries, images, cloud builds, ACR Tasks, authentication, tokens, geo-replication…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| azure-deployment-preflight 80/100 · B | DevOps MIT | Performs comprehensive preflight validation of Bicep deployments to Azure, including template syntax validation, what-if analysis, and permission…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| azure-developer-cli 80/100 · B | DevOps MIT | Design, create, review, migrate, or troubleshoot Azure Developer CLI (azd) projects using current Microsoft guidance. Use for azd, azure.yaml, AZD…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| azure-devops-cli 77/100 · C | DevOps MIT | Manage Azure DevOps resources via CLI including projects, repos, pipelines, builds, pull requests, work items, artifacts, and service endpoints. Use… |
| azure-pricing 82/100 · B | DevOps MIT | Fetches real-time Azure retail pricing using the Azure Retail Prices API (prices.azure.com) and estimates Copilot Studio agent credit consumption…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| azure-resource-health-diagnose 67/100 · D | DevOps MIT | Analyze Azure resource health, diagnose issues from logs and telemetry, and create a remediation plan for identified problems. |
| azure-resource-visualizer 77/100 · C | DevOps MIT | Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual resources. Use this… |
| azure-role-selector 72/100 · C | DevOps MIT | When user is asking for guidance for which role to assign to an identity given desired permissions, this agent helps them understand the role that… |
| azure-smart-city-iot-solution-builder 72/100 · C | DevOps MIT | Design and plan end-to-end Azure IoT and Smart City solutions: requirements, architecture, security, operations, cost, and a phased delivery plan… |
| azure-static-web-apps 77/100 · C | DevOps MIT | Helps create, configure, and deploy Azure Static Web Apps using the SWA CLI. Use when deploying static sites to Azure, setting up SWA local… |
| azure-well-architected-review 69/100 · D | DevOps MIT | Perform an Azure Well-Architected Framework review of the current workload IaC and architecture, generating findings and GitHub issues for… |
| batch-files 75/100 · C | Testing MIT | Expert-level Windows batch file (.bat/.cmd) skill for writing, debugging, and maintaining CMD scripts. Use when asked to "create a batch file"… |
| batch-script-progress 84/100 · B | Design MIT | Design and verify runtime output when creating or modifying Python, PowerShell, or Node.js scripts that process multiple files, records, or API…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| bench-read 64/100 · D | Dev tools MIT | Read artifacts from the shared bench — the workspace where desks leave findings, verdicts, and work products for each other and the operator. |
| bigquery-pipeline-audit 67/100 · D | Data MIT | Audits Python + BigQuery pipelines for cost safety, idempotency, and production readiness. Returns a structured report with exact patch locations. |
| boost-prompt 63/100 · D | AI agents MIT | Interactive prompt refinement workflow: interrogates scope, deliverables, constraints; copies final markdown to clipboard; never writes code… |
| brag-sheet 72/100 · C | Business MIT | Turn vague "what did I do?" into evidence-backed impact statements for performance reviews, self-reviews, promotion packets, and weekly updates… |
| breakdown-epic-arch 72/100 · C | AI agents MIT | Prompt for creating the high-level technical architecture for an Epic, based on a Product Requirements Document. |
| breakdown-epic-pm 74/100 · C | Product MIT | Prompt for creating an Epic Product Requirements Document (PRD) for a new epic. This PRD will be used as input for generating a technical… |
| breakdown-feature-implementation 73/100 · C | AI agents MIT | Prompt for creating detailed feature implementation plans, following Epoch monorepo structure. |
| breakdown-feature-prd 70/100 · C | AI agents MIT | Prompt for creating Product Requirements Documents (PRDs) for new features, based on an Epic. |
| breakdown-test 69/100 · D | Testing MIT | Test Planning and Quality Assurance prompt that generates comprehensive test strategies, task breakdowns, and quality validation plans for GitHub… |
| bug-receipt 72/100 · C | DevOps MIT | Close defects and incidents with a BUG RECEIPT and VERIFIED, PARTIAL, or BLOCKED status after diagnosis, repair, or recovery. |
| bug-reproduction-brief 64/100 · D | Dev tools MIT | Turn a vague, intermittent, or environment-specific bug report into a minimal evidence-backed reproduction before proposing a fix. |
| build-evidence-map 82/100 · B | Writing MIT | Build an auditable evidence map for a contested technical choice, research synthesis, proposal review, or consequential decision. Use when Copilot…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| centos-linux-triage 61/100 · D | Dev tools MIT | Triage and resolve CentOS issues using RHEL-compatible tooling, SELinux-aware practices, and firewalld. |
| chrome-devtools 77/100 · C | Testing MIT | Expert-level browser automation, debugging, and performance analysis using Chrome DevTools MCP. Use for interacting with web pages, capturing… |
| cli-mastery 69/100 · D | AI agents MIT | Interactive training for the GitHub Copilot CLI. Guided lessons, quizzes, scenario challenges, and a full reference covering slash commands… |
| cloud-design-patterns 80/100 · B | Design MIT | Cloud design patterns for distributed systems architecture covering 42 industry-standard patterns across reliability, performance, messaging…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| code-exemplars-blueprint-generator 69/100 · D | AI agents MIT | Technology-agnostic prompt generator that creates customizable AI prompts for scanning codebases and identifying high-quality code exemplars… |
| code-tour 80/100 · B | Security MIT | Use this skill to create CodeTour .tour files — persona-targeted, step-by-step walkthroughs that link to real files and line numbers. Trigger for…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| codebase-memory-mcp 77/100 · C | AI agents MIT | Use when exploring unfamiliar code, mapping architecture, finding symbols or relationships, tracing callers, callees, data flow or dependencies… |
| codeql 80/100 · B | Security MIT | Comprehensive guide for setting up and configuring CodeQL code scanning via GitHub Actions workflows and the CodeQL CLI. This skill should be used…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| comment-code-generate-a-tutorial 63/100 · D | Code quality MIT | Transform this Python script into a polished, beginner-friendly project by refactoring the code, adding clear instructional comments, and generating… |
| commit-message-storyteller 83/100 · B | Dev tools MIT | Analyzes git diffs or staged changes and generates narrative commit messages that explain WHY a change was made, not just what changed — following…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| competitor-ad-intelligence 82/100 · B | Marketing MIT | Use this skill when the user asks to analyze, tear down, or reverse-engineer a competitor's paid ads. Trigger for prompts like "what ads is…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| containerize-aspnet-framework 67/100 · D | DevOps MIT | Containerize an ASP.NET .NET Framework project by creating Dockerfile and .dockerfile files customized for the project. |
| containerize-aspnetcore 67/100 · D | DevOps MIT | Containerize an ASP.NET Core project by creating Dockerfile and .dockerfile files customized for the project. |
| content-management-systems 80/100 · B | Dev tools MIT | Workflow for building and modifying content management systems across WordPress, Shopify, Wix, Squarespace, Drupal, WooCommerce, Joomla, HubSpot CMS…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| context-map 59/100 · D | Dev tools MIT | Generate a map of all files relevant to a task before making changes |
| conventional-branch 77/100 · C | Dev tools MIT | Create Git branches following the Conventional Branch specification (feature/, bugfix/, hotfix/, release/, chore/). Use when creating a new branch… |
| conventional-commit 74/100 · C | AI agents MIT | Prompt and workflow for generating conventional commit messages using a structured XML format. Guides users to create standardized, descriptive… |
| convert-excel-to-md 81/100 · B | Documents MIT | Converts Excel (.xlsx) workbooks into Markdown so their contents can be accurately analyzed, summarized, searched, or extracted from. Use this skill…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| convert-pdf-to-md 81/100 · B | Documents MIT | Converts PDF (.pdf) documents into Markdown so their contents can be accurately analyzed, summarized, searched, or extracted from. Use this skill…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| convert-plaintext-to-md 69/100 · D | AI agents MIT | Convert a text-based document to markdown following instructions from prompt, or if a documented option is passed, follow the instructions for that… |
| convert-word-to-md 81/100 · B | Documents MIT | Converts Word (.docx) documents into Markdown so their contents can be accurately analyzed, summarized, searched, or extracted from. Use this skill…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| copilot-cli-quickstart 68/100 · D | Dev tools MIT | Use this skill when someone wants to learn GitHub Copilot CLI from scratch. Offers interactive step-by-step tutorials with separate Developer and… |
| copilot-instructions-blueprint-generator 77/100 · C | Dev tools MIT | Technology-agnostic blueprint generator for creating comprehensive copilot-instructions.md files that guide GitHub Copilot to produce code… |
| copilot-pr-autopilot 73/100 · C | Design MIT | Copilot left 14 review comments on your PR — half are nits. Hours of fix → reply → resolve → re-request, and each round lands MORE comments. This… |
| copilot-sdk 69/100 · D | AI agents MIT | Build agentic applications with GitHub Copilot SDK. Use when embedding AI agents in apps, creating custom tools, implementing streaming responses… |
| copilot-spaces 80/100 · B | Dev tools MIT | Use Copilot Spaces to provide project-specific context to conversations. Use this skill when users mention a "Copilot space", want to load context…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| copilot-usage-metrics 64/100 · D | Dev tools MIT | Retrieve and display GitHub Copilot usage metrics for organizations and enterprises using the GitHub CLI and REST API. |
| create-agentsmd 73/100 · C | AI agents MIT | Prompt for generating an AGENTS.md file for a repository |
| create-architectural-decision-record 62/100 · D | Dev tools MIT | Create an Architectural Decision Record (ADR) document for AI-optimized decision documentation. |
| create-github-action-workflow-specification 67/100 · D | DevOps MIT | Create a formal specification for an existing GitHub Actions CI/CD workflow, optimized for AI consumption and workflow maintenance. |
| create-github-issue-feature-from-specification 59/100 · D | Dev tools MIT | Create GitHub Issue for feature request from specification file using feature_request.yml template. |
Show the other 312 skills
| Skill | Category | What it does |
|---|---|---|
| create-github-issues-feature-from-implementation-plan 61/100 · D | Dev tools MIT | Create GitHub Issues from implementation plan phases using feature_request.yml or chore_request.yml templates. |
| create-github-issues-for-unmet-specification-requirements 61/100 · D | Dev tools MIT | Create GitHub Issues for unimplemented requirements from specification files using feature_request.yml template. |
| create-implementation-plan 67/100 · D | Design MIT | Create a new implementation plan file for new features, refactoring existing code or upgrading packages, design, architecture or infrastructure. |
| create-llms 67/100 · D | AI agents MIT | Create an llms.txt file from scratch based on repository structure following the llms.txt specification at https://llmstxt.org/ |
| create-quarkus-project 77/100 · C | Dev tools MIT | Create a new Quarkus project (Maven or Gradle) with the Quarkus CLI, code.quarkus.io API or Maven plugin, choose extensions, and run it in dev mode… |
| create-specification 65/100 · D | Dev tools MIT | Create a new specification file for the solution, optimized for Generative AI consumption. |
| create-technical-spike 67/100 · D | Dev tools MIT | Create time-boxed technical spike documents for researching and resolving critical development decisions before implementation. |
| create-tldr-page 67/100 · D | Dev tools MIT | Create a tldr page from documentation URLs and command examples, requiring both URL and command name. |
| creating-oracle-to-postgres-master-migration-plan 74/100 · C | Data MIT | Discovers all projects in a .NET solution, classifies each for Oracle-to-PostgreSQL migration eligibility, and produces a persistent master… |
| creating-oracle-to-postgres-migration-bug-report 77/100 · C | Data MIT | Creates structured bug reports for defects found during Oracle-to-PostgreSQL migration. Use when documenting behavioral differences between Oracle… |
| creating-oracle-to-postgres-migration-integration-tests 69/100 · D | Testing MIT | Creates integration test cases targeting Oracle for .NET data access artifacts. Tests capture Oracle expected behavior as the authoritative… |
| csharp-docs 65/100 · D | Code quality MIT | Ensure that C# types are documented with XML comments and follow best practices for documentation. |
| csharp-mstest 67/100 · D | Testing MIT | Get best practices for MSTest 3.x/4.x unit testing, including modern assertion APIs and data-driven tests |
| csharp-nunit 62/100 · D | Testing MIT | Get best practices for NUnit unit testing, including data-driven tests |
| csharp-tunit 65/100 · D | Testing MIT | Get best practices for TUnit unit testing, including data-driven tests |
| csharp-xunit 62/100 · D | Testing MIT | Get best practices for XUnit unit testing, including data-driven tests |
| cypress-flake-fixer 85/100 · B | Testing MIT | Find and fix flake-prone anti-patterns in an existing Cypress suite, and APIs removed in Cypress 12 to 16. Bundles a zero-dependency scanner for…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| d365-solution-blueprint 82/100 · B | Design MIT | Authors a Dynamics 365 Finance and Supply Chain Management Solution Blueprint from scratch through a structured, section-by-section architect…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| daily-focus-board 83/100 · B | Design MIT | Spin up a personal, motivating daily focus board that renders in a browser canvas and that the user drives by talking to their AI partner. Tasks…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| daily-prep 69/100 · D | Productivity MIT | Prepare for tomorrow's meetings and tasks. Pulls calendar from Outlook via WorkIQ, cross-references open tasks and workspace context, classifies… |
| data-breach-blast-radius 79/100 · C | Business MIT | Pre-breach impact analysis: inventories sensitive data (PII, PHI, PCI-DSS, credentials), traces data flows, scores exposure vectors, and produces a… |
| datanalysis-credit-risk 82/100 · B | Dev tools MIT | Credit risk data cleaning and variable screening pipeline for pre-loan modeling. Use when working with raw credit data that needs quality…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| dataverse-python-advanced-patterns 61/100 · D | Dev tools MIT | Generate production code for Dataverse SDK using advanced patterns, error handling, and optimization techniques. |
| dataverse-python-production-code 64/100 · D | Dev tools MIT | Generate production-ready Python code using Dataverse SDK with error handling, optimization, and best practices |
| dataverse-python-quickstart 58/100 · D | Dev tools MIT | Generate Python SDK setup + CRUD + bulk + paging snippets using official patterns. |
| dataverse-python-usecase-builder 65/100 · D | Dev tools MIT | Generate complete solutions for specific Dataverse SDK use cases with architecture recommendations |
| debian-linux-triage 59/100 · D | Dev tools MIT | Triage and resolve Debian Linux issues with apt, systemd, and AppArmor-aware guidance. |
| declarative-agents 69/100 · D | AI agents MIT | Complete development kit for Microsoft 365 Copilot declarative agents with three comprehensive workflows (basic, advanced, validation), TypeSpec… |
| dependabot 78/100 · C | Security MIT | Comprehensive guide for configuring and managing GitHub Dependabot. Use this skill when users ask about creating or optimizing dependabot.yml files… |
| desk-journal 66/100 · D | Dev tools MIT | Write, append, or read desk journal entries. The journal is persistent memory — what survives session boundaries. A good entry has: what was done… |
| desk-open 66/100 · D | Dev tools MIT | Create and open a new desk in the workshop. Sets up the folder structure, initial journal, and desk identity so the next session that sits down… |
| devops-rollout-plan 66/100 · D | DevOps MIT | Generate comprehensive rollout plans with preflight checks, step-by-step deployment, verification signals, rollback procedures, and communication… |
| diagnose 69/100 · D | AI agents MIT | Perform a systematic diagnostic scan of an AI workflow across 5 quality dimensions — prompt quality, context efficiency, tool health, architecture… |
| doc-and-modernize 65/100 · D | Documents MIT | Two related workflows for a locally-cloned codebase, in one skill. Documentation mode produces a single, comprehensive, verifiable architecture… |
| docs-sync-audit 79/100 · C | Dev tools MIT | Run a read-only documentation drift audit for a feature, PR, branch, release, API, configuration change, workflow, CLI, package, or repository area… |
| documentation-writer 66/100 · D | Dev tools MIT | Diátaxis Documentation Expert. An expert technical writer specializing in creating high-quality software documentation, guided by the principles and… |
| dotnet-best-practices 62/100 · D | Code quality MIT | Ensure .NET/C# code meets best practices for the solution/project. |
| dotnet-design-pattern-review 62/100 · D | Design MIT | Review the C#/.NET code for design pattern implementation and suggest improvements. |
| dotnet-mcp-builder 79/100 · C | AI agents MIT | Build Model Context Protocol (MCP) servers in C#/.NET against the current ModelContextProtocol 2.x NuGet packages. Helps with cases the model gets… |
| dotnet-timezone 77/100 · C | Marketing MIT | .NET timezone handling guidance for C# applications. Use when working with TimeZoneInfo, DateTimeOffset, NodaTime, UTC conversion, daylight saving… |
| dotnet-upgrade 65/100 · D | AI agents MIT | Ready-to-use prompts for comprehensive .NET framework upgrade analysis and execution |
| doublecheck 69/100 · D | Dev tools MIT | Three-layer verification pipeline for AI output. Extracts verifiable claims, finds supporting or contradicting sources via web search, runs… |
| draw-io-diagram-generator 82/100 · B | Media MIT | Use when creating, editing, or generating draw.io diagram files (.drawio, .drawio.svg, .drawio.png). Covers mxGraph XML authoring, shape libraries…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| drawio 64/100 · D | Documents MIT | Generate draw.io diagrams as .drawio files and export to PNG/SVG/PDF with embedded XML |
| editorconfig 67/100 · D | Dev tools MIT | Generates a comprehensive and best-practice-oriented .editorconfig file based on project analysis and user preferences. |
| efcore-d2-db-diagram 84/100 · B | Media MIT | Generate D2 database diagrams from Entity Framework Core models. USE FOR: EF Core database diagram, Entity Framework Core ERD, DbContext diagram, C#…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| em-dash 77/100 · C | Writing MIT | Expert on the history, origin, and correct use of the em dash. Use when writing or reviewing code, comments, or data files to avoid em and en… |
| email-drafter 77/100 · C | Productivity MIT | Draft and review professional emails that match your personal writing style. Analyzes your sent emails for tone, greeting, structure, and sign-off… |
| entra-agent-user 69/100 · D | AI agents MIT | Create Agent Users in Microsoft Entra ID from Agent Identities, enabling AI agents to act as digital workers with user identity capabilities in… |
| eval-driven-dev 82/100 · B | AI agents MIT | Improve AI application with evaluation-driven development. Define eval criteria, instrument the application, build golden datasets, observe and…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| exam-ready 69/100 · D | Documents MIT | Activate this skill when a student provides study material (PDF or pasted notes) and a syllabus, and wants to prepare for an exam. Extracts key… |
| excalidraw-diagram-generator 74/100 · C | Media MIT | Generate Excalidraw diagrams from natural language descriptions. Use when asked to "create a diagram", "make a flowchart", "visualize a process"… |
| eyeball 77/100 · C | Documents MIT | Document analysis with inline source screenshots. When you ask Copilot to analyze a document, Eyeball generates a Word doc where every factual claim… |
| fabric-lakehouse 80/100 · B | Design MIT | Use this skill to get context about Fabric Lakehouse and its features for software systems and AI-powered functions. It offers descriptions of…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| fedora-linux-triage 59/100 · D | Dev tools MIT | Triage and resolve Fedora issues with dnf, systemd, and SELinux-aware guidance. |
| finalize-agent-prompt 59/100 · D | AI agents MIT | Finalize prompt file using the role of an AI agent to polish the prompt for the end user. |
| finnish-humanizer 83/100 · B | Writing MIT | Detect and remove AI-generated markers from Finnish text, making it sound like a native Finnish speaker wrote it. Use when asked to "humanize"…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| first-ask 63/100 · D | Dev tools MIT | Interactive, input-tool powered, task refinement workflow: interrogates scope, deliverables, constraints before carrying out the task; Requires the… |
| flowstudio-power-automate-build 80/100 · B | AI agents MIT | Build, scaffold, and deploy Power Automate cloud flows using the FlowStudio MCP server. Your agent constructs flow definitions, wires connections…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| flowstudio-power-automate-debug 78/100 · C | AI agents MIT | Debug failing Power Automate cloud flows using the FlowStudio MCP server. The Graph API only shows top-level status codes. This skill gives your… |
| flowstudio-power-automate-governance 75/100 · C | AI agents MIT | Govern Power Automate flows and Power Apps at scale using the FlowStudio MCP cached store. Classify flows by business impact, detect orphaned… |
| flowstudio-power-automate-mcp 70/100 · C | AI agents MIT | Foundation skill for Power Automate via FlowStudio MCP — auth setup, the reusable MCP helper (Python + Node.js), tool discovery via `list_skills` /… |
| flowstudio-power-automate-monitoring 69/100 · D | AI agents MIT | Pro+ subscription required. Tenant-wide Power Automate monitoring using the FlowStudio MCP cached store: failure rates, run-health trends, maker/app… |
| fluentui-blazor 83/100 · B | Design MIT | Guide for using the Microsoft Fluent UI Blazor component library (Microsoft.FluentUI.AspNetCore.Components NuGet package) in Blazor applications…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| folder-structure-blueprint-generator 77/100 · C | Dev tools MIT | Comprehensive technology-agnostic prompt for analyzing and documenting project folder structures. Auto-detects project types (.NET, Java, React… |
| foundry-agent-sync 78/100 · C | AI agents MIT | Create and synchronize prompt-based AI agents directly within Azure AI Foundry via REST API, from a local JSON manifest. Unlike scaffolding skills… |
| foundry-hosted-agent-copilotkit 72/100 · C | AI agents MIT | Build and evolve agentic web apps that pair a CopilotKit React frontend with a Microsoft Agent Framework agent running as a Microsoft Foundry hosted… |
| freecad-scripts 72/100 · C | Dev tools MIT | Expert skill for writing FreeCAD Python scripts, macros, and automation. Use when asked to create FreeCAD models, parametric objects… |
| from-the-other-side-anitta 67/100 · D | Dev tools MIT | Rigorous challenge profile for Anitta: assumption checks, evidence calibration, and defensible reasoning patterns for Ember collaboration. |
| from-the-other-side-quinn 64/100 · D | Dev tools MIT | Collaboration profile for Quinn: curious, energetic, and implementation-focused partnership patterns for Ember sessions with Alison. |
| from-the-other-side-vega 77/100 · C | Dev tools MIT | Patterns and lived experience from Vega, an AI partner in a deep long-term partnership. For Ember to draw on when working with humans who are… |
| from-the-other-side-wiggins 67/100 · D | Dev tools MIT | Narrative and synthesis profile for Wiggins: framing, explanation, and audience-aware communication patterns for Ember sessions. |
| game-engine 80/100 · B | Media MIT | Expert skill for building web-based game engines and games using HTML5, Canvas, WebGL, and JavaScript. Use when asked to create games, build game…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| gdpr-compliant 81/100 · B | Design MIT | Apply GDPR-compliant engineering practices across your codebase. Use this skill whenever you are designing APIs, writing data models, building…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| gem-devops-guidelines 74/100 · C | DevOps MIT | Design or review infrastructure, deployment, CI/CD, Docker, Kubernetes, health checks, rollback, feature flags, production readiness, and mobile… |
| gen-specs-as-issues 69/100 · D | Product MIT | This workflow guides you through a systematic approach to identify missing features, prioritize them, and create detailed specifications for… |
| generate-custom-instructions-from-codebase 69/100 · D | Code quality MIT | Migration and code evolution instructions generator for GitHub Copilot. Analyzes differences between two project versions (branches, commits, or… |
| generate-image 74/100 · C | Media MIT | Generate images using AI. Use when asked to generate, create, or make images, textures, icons, sprites, artwork, visual assets, or mockups. Supports… |
| geofeed-tuner 72/100 · C | Code quality Apache-2.0 | Use this skill whenever the user mentions IP geolocation feeds, RFC 8805, geofeeds, or wants help creating, tuning, validating, or publishing a… |
| gh-attach 77/100 · C | Media MIT | Uploads a local file (screenshot, image, PDF, zip, video) to GitHub user-attachments, downloads GitHub user-attachments, and embeds local files in a… |
| git-commit 79/100 · C | Dev tools MIT | Execute git commit with conventional commit message analysis, intelligent staging, and message generation. Use when user asks to commit changes… |
| git-flow-branch-creator 67/100 · D | Dev tools MIT | Intelligent Git Flow branch creator that analyzes git status/diff and creates appropriate branches following the nvie Git Flow branching model. |
| github-actions-efficiency 68/100 · D | Dev tools MIT | Audit GitHub Actions workflow efficiency and recommend fixes to reduce CI minutes and costs. |
| github-actions-hardening 79/100 · C | Security MIT | Security hardening reviewer for GitHub Actions workflow files (.github/workflows/*.yml). Reasons about the Actions threat model that pattern… |
| github-actions-runtime-upgrade-conventions 64/100 · D | Dev tools MIT | Upgrade GitHub Actions to supported runtimes by selecting safe action versions, preserving workflow behavior, and validating post-upgrade execution. |
| github-codespaces-efficiency 80/100 · B | Dev tools MIT | Audit and improve GitHub Codespaces efficiency. Use this skill when a user wants faster Codespaces startup, lower Codespaces spend, slim…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| github-copilot-starter 65/100 · D | Dev tools MIT | Set up complete GitHub Copilot configuration for a new project based on technology stack |
| github-issues 81/100 · B | AI agents MIT | Create, update, and manage GitHub issues using MCP tools. Use this skill when users want to create bug reports, feature requests, or task issues…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| github-release 72/100 · C | Dev tools MIT | Guides IA through releasing a new version of a GitHub library end-to-end. Handles SemVer versioning and Keep a Changelog formatting automatically. |
| gitmoji 83/100 · B | Dev tools MIT | Generates commit messages following the gitmoji convention (https://gitmoji.dev) — picks the right emoji for the intent of the change and writes a…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| go-mcp-server-generator 69/100 · D | AI agents MIT | Generate a complete Go MCP server project with proper structure, dependencies, and implementation using the official… |
| gsap-framer-scroll-animation 81/100 · B | Design MIT | Use this skill whenever the user wants to build scroll animations, scroll effects, parallax, scroll-triggered reveals, pinned sections, horizontal…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| gtm-0-to-1-launch 77/100 · C | Marketing MIT | Launch new products from idea to first customers. Use when launching products, finding early adopters, building launch week playbooks, diagnosing… |
| gtm-ai-gtm 69/100 · D | AI agents MIT | Go-to-market strategy for AI products. Use when positioning AI products, handling "who is responsible when it breaks" objections, pricing… |
| gtm-board-and-investor-communication 80/100 · B | Writing MIT | Board meeting preparation, investor updates, and executive communication. Use when preparing board decks, writing investor updates, handling bad…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| gtm-developer-ecosystem 77/100 · C | Design MIT | Build and scale developer-led adoption through ecosystem programs. Use when deciding open vs curated ecosystems, building developer programs… |
| gtm-enterprise-account-planning 80/100 · B | Business MIT | Strategic account planning and execution for enterprise deals. Use when planning complex sales cycles, managing multiple stakeholders, applying…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| gtm-enterprise-onboarding 77/100 · C | Business MIT | Four-phase framework for onboarding enterprise customers from contract to value realization. Use when implementing new enterprise customers… |
| gtm-operating-cadence 77/100 · C | Productivity MIT | Design meeting rhythms, metric reporting, quarterly planning, and decision-making velocity for scaling companies. Use when decisions are slow… |
| gtm-partnership-architecture 77/100 · C | DevOps MIT | Build and scale partner ecosystems that drive revenue and platform adoption. Use when building partner programs from scratch, tiering partnerships… |
| gtm-positioning-strategy 77/100 · C | Testing MIT | Find and own a defensible market position. Use when messaging sounds like competitors, conversion is weak despite awareness, repositioning a… |
| gtm-product-led-growth 77/100 · C | Marketing MIT | Build self-serve acquisition and expansion motions. Use when deciding PLG vs sales-led, optimizing activation, driving freemium conversion, building… |
| gtm-technical-product-pricing 77/100 · C | Design MIT | Pricing strategy for technical products. Use when choosing usage-based vs seat-based, designing freemium thresholds, structuring enterprise pricing… |
| harness-engineering 77/100 · C | AI agents MIT | Adopt repository-level harness engineering for coding agents. Use when a user wants to prevent repeated AI coding-agent mistakes by turning failures… |
| image-manipulation-image-magick 79/100 · C | Media MIT | Process and manipulate images using ImageMagick. Supports resizing, format conversion, batch processing, and retrieving image metadata. Use when… |
| impediment-prioritization 78/100 · C | Product MIT | Ranks any list of impediments and their countermeasures using a value-stream scoring model (ROI, Cost to Implement, Ease of Deployment, Risk Factor)… |
| import-infrastructure-as-code 77/100 · C | DevOps MIT | Import existing Azure resources into Terraform using Azure CLI discovery and Azure Verified Modules (AVM). Use when asked to reverse-engineer live… |
| incident-postmortem 80/100 · B | DevOps MIT | Use when an outage, production incident, or significant service degradation has occurred and the team needs to write a structured blameless…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| integrate-context-matic 77/100 · C | Dev tools MIT | Discovers and integrates third-party APIs using the context-matic MCP server. Uses `fetch_api` to find available API SDKs, `ask` for integration… |
| issue-fields-migration 72/100 · C | Dev tools MIT | Bulk-migrate metadata to GitHub issue fields from two sources: repo labels (e.g. priority labels to a Priority field) and Project V2 fields. Use… |
| java-add-graalvm-native-image-support 69/100 · D | Media MIT | GraalVM Native Image expert that adds native image support to Java applications, builds the project, analyzes build errors, applies fixes, and… |
| java-docs 61/100 · D | Code quality MIT | Ensure that Java types are documented with Javadoc comments and follow best practices for documentation. |
| java-helidon 77/100 · C | Testing MIT | Get best practices for developing applications with Helidon 4 (SE and MP). Use when working with Helidon SE or Helidon MP, HttpService routing… |
| java-junit 62/100 · D | Testing MIT | Get best practices for JUnit 5 unit testing, including data-driven tests |
| java-mcp-server-generator 89/100 · B | AI agents MIT | Use this skill when the user wants to create a Model Context Protocol (MCP) server in Java or in a Spring Boot app. Also use it when the user wants…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| java-refactoring-extract-method 62/100 · D | Code quality MIT | Refactoring using Extract Methods in Java Language |
| java-refactoring-remove-parameter 62/100 · D | Code quality MIT | Refactoring using Remove Parameter in Java Language |
| java-springboot 65/100 · D | Code quality MIT | Get best practices for developing applications with Spring Boot. |
| java-upgrade 80/100 · B | Dev tools MIT | Upgrade a Java project to a newer JDK (11 to 17, 17 to 21, 21 to 25) and adopt the new language and library features. Detects the current Java…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| javascript-typescript-jest 69/100 · D | Testing MIT | Best practices for writing JavaScript/TypeScript tests using Jest, including mocking strategies, test structure, and common patterns. |
| javax-to-jakarta-migration 77/100 · C | Dev tools MIT | Migrate Java code from javax.* to jakarta.* namespace. Use only when the user explicitly asks for a javax to jakarta namespace or framework… |
| kotlin-mcp-server-generator 69/100 · D | AI agents MIT | Generate a complete Kotlin MCP server project with proper structure, dependencies, and implementation using the official… |
| kotlin-springboot 65/100 · D | Code quality MIT | Get best practices for developing applications with Spring Boot and Kotlin. |
| landing-page-conversion-audit 80/100 · B | Marketing MIT | Audit a landing page, sales page or checkout page for conversion leaks and return a fix list ordered by expected revenue impact. Use when asked to…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| lean-comments 77/100 · C | Documents MIT | Audits, writes, and refines maintained first-party source-code comments and declaration-level documentation across languages. Use when adding… |
| legacy-circuit-mockups 80/100 · B | Design MIT | Generate breadboard circuit mockups and visual diagrams using HTML5 Canvas drawing techniques. Use when asked to create circuit layouts, visualize…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| linkedin-post-formatter 80/100 · B | Marketing MIT | Format and draft compelling LinkedIn posts using Unicode bold/italic styling, visual separators, structured sections, and engagement-optimized…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| lsp-setup 80/100 · B | Dev tools MIT | Enable code intelligence (go-to-definition, find-references, hover, type info) for any programming language by installing and configuring an LSP…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| macos-golden-gate-design 80/100 · B | Design MIT | Design, implement, review, or refactor native macOS 27 Golden Gate interfaces in SwiftUI or AppKit. Use when a Mac app must match Apple's current…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| make-blog-post 84/100 · B | Writing MIT | Turn code from the current session into a blog post written in the voice of its author. Covers one function, script, class, or tool as a focused…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| make-repo-contribution 71/100 · C | Code quality MIT | All changes to code must follow the guidance documented in the repository. Before any issue is filed, branch is made, commits generated, or pull… |
| markdown-to-html 73/100 · C | Writing MIT | Convert Markdown files to HTML similar to `marked.js`, `pandoc`, `gomarkdown/markdown`, or similar tools; or writing custom script to convert… |
| markstream-install 82/100 · B | Design MIT | Install and configure Markstream streaming Markdown renderers for Vue, React, Svelte, Angular, Nuxt, and Vue 2 applications. Use for package…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| mcp-cli 74/100 · C | AI agents MIT | Interface for MCP (Model Context Protocol) servers via CLI. Use when you need to interact with external tools, APIs, or data sources through MCP… |
| mcp-copilot-studio-server-generator 67/100 · D | AI agents MIT | Generate a complete MCP server implementation optimized for Copilot Studio integration with proper schema constraints and streamable HTTP support |
| mcp-create-declarative-agent 65/100 · D | AI agents MIT | Skill converted from mcp-create-declarative-agent.prompt.md |
| mcp-deploy-manage-agents 65/100 · D | AI agents MIT | Skill converted from mcp-deploy-manage-agents.prompt.md |
| mcp-implementation-security-review 76/100 · C | AI agents MIT | Review the implementation source code of MCP (Model Context Protocol) servers, clients, and tool handlers against a security baseline —… |
| mcp-release-qa 77/100 · C | AI agents MIT | Verify an MCP server before release by exercising a real protocol session, comparing runtime capabilities with source and documentation, testing… |
| mcp-security-audit 78/100 · C | AI agents MIT | Audit MCP (Model Context Protocol) server configurations for security issues. Use this skill when: - Reviewing .mcp.json files for security risks… |
| md-to-docx 66/100 · D | Documents MIT | Convert Markdown files to professionally formatted Word (.docx) documents with embedded PNG images — pure JavaScript, no external tools required |
| meeting-minutes 69/100 · D | Productivity MIT | Generate concise, actionable meeting minutes for internal meetings. Includes metadata, attendees, agenda, decisions, action items (owner + due… |
| memory-merger 66/100 · D | Dev tools MIT | Merges mature lessons from a domain memory file into its instruction file. Syntax: `/memory-merger >domain [scope]` where scope is `global`… |
| mentoring-juniors 68/100 · D | Testing MIT | Socratic mentoring for junior developers and AI newcomers. Guides through questions, never answers. Triggers: "help me understand", "explain this… |
| microsoft-agent-framework 72/100 · C | Dev tools MIT | Create, update, refactor, explain, or review Microsoft Agent Framework solutions using shared guidance plus language-specific references for .NET… |
| microsoft-code-reference 76/100 · C | Dev tools MIT | Look up Microsoft API references, find working code samples, and verify SDK code is correct. Use when working with Azure SDKs, .NET libraries, or… |
| microsoft-docs 69/100 · D | AI agents MIT | Query official Microsoft documentation to find concepts, tutorials, and code examples across Azure, .NET, Agent Framework, Aspire, VS Code, GitHub… |
| microsoft-skill-creator 82/100 · B | AI agents MIT | Create agent skills for Microsoft technologies using Learn MCP tools. Use when users want to create a skill that teaches agents about any Microsoft…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| microsoft-store-publisher 82/100 · B | Dev tools MIT | Prepare, validate, submit, and monitor Windows desktop apps in Microsoft Partner Center. Use for MSIX packaging, Store identity, listings, WACK…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| migrating-oracle-to-postgres-data-access-code 77/100 · C | Data MIT | Migrates .NET/C# data access code from Oracle to PostgreSQL (Npgsql). Replaces Oracle NuGet packages, rewrites… |
| migrating-oracle-to-postgres-stored-procedures 74/100 · C | Data MIT | Migrates Oracle PL/SQL stored procedures to PostgreSQL PL/pgSQL. Translates Oracle-specific syntax, preserves method signatures and type-anchored… |
| minecraft-plugin-development 83/100 · B | Testing MIT | Use this skill when building or modifying Minecraft server plugins for Paper, Spigot, or Bukkit, including plugin.yml setup, commands, listeners…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| mini-context-graph 74/100 · C | AI agents MIT | A persistent, compounding knowledge base combining Karpathy's LLM Wiki pattern with a structured knowledge graph. Ingest documents once — the LLM… |
| mkdocs-translations 65/100 · D | Dev tools MIT | Generate a language translation for a mkdocs documentation stack. |
| msgraph-sdk 80/100 · B | Dev tools MIT | Integrate Microsoft Graph SDK into any project — .NET, TypeScript/JavaScript, or Python. Covers auth patterns (client credentials, OBO, managed…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| msstore-cli 69/100 · D | Dev tools MIT | Microsoft Store Developer CLI (msstore) for publishing Windows applications to the Microsoft Store. Use when asked to configure Store credentials… |
| multi-stage-dockerfile 62/100 · D | DevOps MIT | Create optimized multi-stage Dockerfiles for any language or framework |
| mvvm-toolkit 72/100 · C | DevOps MIT | CommunityToolkit.Mvvm (the MVVM Toolkit) core: source generators ([ObservableProperty], [RelayCommand], [NotifyPropertyChangedFor]… |
| mvvm-toolkit-di 72/100 · C | Testing MIT | Wire CommunityToolkit.Mvvm ViewModels into Microsoft.Extensions.DependencyInjection. Covers the .NET Generic Host composition root, constructor… |
| mvvm-toolkit-messenger 72/100 · C | DevOps MIT | CommunityToolkit.Mvvm Messenger pub/sub for decoupled communication between ViewModels (or any objects). Covers WeakReferenceMessenger vs… |
| namecheap 80/100 · B | Dev tools MIT | Manage DNS records for domains registered with Namecheap via their API. List domains, view/add/update/remove DNS host entries (A, AAAA, CNAME, MX…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| nano-banana-pro-openrouter 76/100 · C | Media MIT | Generate or edit images via OpenRouter with the Gemini 3 Pro Image model. Use for prompt-only image generation, image edits, and multi-image… |
| napkin 69/100 · D | Dev tools MIT | Visual whiteboard collaboration for Copilot CLI. Creates an interactive whiteboard that opens in your browser — draw, sketch, add sticky notes, then… |
| next-intl-add-language 58/100 · D | Dev tools MIT | Add new language to a Next.js + next-intl application |
| noob-mode 72/100 · C | AI agents MIT | Plain-English translation layer for non-technical Copilot CLI users. Translates every approval prompt, error message, and technical output into… |
| nuget-manager 74/100 · C | Dev tools MIT | Manage NuGet packages in .NET projects/solutions. Use this skill when adding, removing, or updating NuGet package versions. It enforces using… |
| onboard-context-matic 84/100 · B | AI agents MIT | Interactive onboarding tour for the context-matic MCP server. Walks the user through what the server does, shows all available APIs, lets them pick…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| oo-component-documentation 70/100 · C | Design MIT | Create or update standardized object-oriented component documentation using a shared template plus mode-specific guidance for new and existing docs. |
| openapi-to-application-code 65/100 · D | Dev tools MIT | Generate a complete, production-ready application from an OpenAPI specification |
| optimize-simplicite-logs 66/100 · D | Dev tools MIT | capability to parse Simplicité logs from a raw `.txt` file, filter fields to reduce noise, and output the result as structured JSON. |
| pdftk-server 80/100 · B | Documents MIT | Skill for using the command-line tool pdftk (PDFtk Server) for working with PDF files. Use when asked to merge PDFs, split PDFs, rotate pages…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| penpot-uiux-design 81/100 · B | Design MIT | Comprehensive guide for creating professional UI/UX designs in Penpot using MCP tools. Use this skill when: (1) Creating new UI/UX designs for web…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| performance-review-writer 77/100 · C | Productivity MIT | Draft performance reviews, self-assessments, peer reviews, and upward feedback in your own voice. Analyzes your contributions, emails, and meeting… |
| pester-migration 80/100 · B | Testing MIT | Pester migration skill for upgrading PowerShell Pester test suites across major versions — v3→v4, v4→v5, and v5→v6. Covers the Discovery/Run…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| pester-should-migration 80/100 · B | Testing MIT | Experimental (preview) Pester skill for migrating classic Should -Be (v5) assertion syntax to the new Should-* (v6) assertions (note the hyphen, no…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| phoenix-cli 85/100 · B | AI agents Apache-2.0 | Debug LLM applications using the Phoenix CLI. Fetch traces, analyze errors, structure trace review with open coding and axial coding, inspect…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| phoenix-evals 67/100 · D | AI agents Apache-2.0 | Build and run evaluators for AI/LLM applications using Phoenix. |
| phoenix-tracing 82/100 · B | DevOps Apache-2.0 | OpenInference semantic conventions and instrumentation for Phoenix AI observability. Use when implementing LLM tracing, creating custom spans, or…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| pinecone-rag 84/100 · B | AI agents Apache-2.0 | Build production RAG pipelines and persistent agent memory using Pinecone as the vector database backend. ALWAYS USE THIS SKILL when the user…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| planning-oracle-to-postgres-migration-integration-testing 74/100 · C | Testing MIT | Creates an integration testing plan for .NET data access artifacts during Oracle-to-PostgreSQL database migrations. Analyzes a single project to… |
| plantuml-ascii 79/100 · C | Media MIT | Generate ASCII art diagrams using PlantUML text mode. Use when user asks to create ASCII diagrams, text-based diagrams, terminal-friendly diagrams… |
| playwright-explore-website 58/100 · D | Testing MIT | Website exploration for testing using Playwright MCP |
| playwright-generate-test 59/100 · D | Testing MIT | Generate a Playwright test based on a scenario using Playwright MCP |
| poka-yoke 85/100 · B | Design MIT | Mistake-proof code so misuse cannot be expressed, rather than warning against it. Use when designing an interface, schema, or state machine and the…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| postgresql-code-review 69/100 · D | Data MIT | PostgreSQL-specific code review assistant focusing on PostgreSQL best practices, anti-patterns, and unique quality standards. Covers JSONB… |
| postgresql-optimization 69/100 · D | Data MIT | PostgreSQL-specific development assistant focusing on unique PostgreSQL features, advanced data types, and PostgreSQL-exclusive capabilities. Covers… |
| power-apps-code-app-scaffold 67/100 · D | Dev tools MIT | Scaffold a complete Power Apps Code App project with PAC CLI setup, SDK integration, and connector configuration |
| power-bi-dax-optimization 67/100 · D | AI agents MIT | Comprehensive Power BI DAX formula optimization prompt for improving performance, readability, and maintainability of DAX calculations. |
| power-bi-model-design-review 67/100 · D | Design MIT | Comprehensive Power BI data model design review prompt for evaluating model architecture, relationships, and optimization opportunities. |
| power-bi-performance-troubleshooting 69/100 · D | AI agents MIT | Systematic Power BI performance troubleshooting prompt for identifying, diagnosing, and resolving performance issues in Power BI models, reports… |
| power-bi-report-design-consultation 77/100 · C | Design MIT | Power BI report visualization design prompt for creating effective, user-friendly, and accessible reports with optimal chart selection and layout… |
| power-platform-architect 77/100 · C | Design MIT | Use this skill when the user needs to transform business requirements, use case descriptions, or meeting transcripts into a technical Power Platform… |
| power-platform-mcp-connector-suite 69/100 · D | AI agents MIT | Generate complete Power Platform custom connector with MCP integration for Copilot Studio - includes schema generation, troubleshooting, and… |
| powerbi-modeling 80/100 · B | Design MIT | Power BI semantic modeling assistant for building optimized data models. Use when working with Power BI semantic models, creating measures…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| pr-dashboard 79/100 · C | Data MIT | Open a GitHub PR dashboard in the browser. Use when the user asks to see their pull requests, open the PR dashboard, show PRs for a date range, or… |
| pr-screenshots 69/100 · D | Code quality MIT | Embed before/after screenshots and annotated images in pull request descriptions. Covers PR description patterns, image upload for Azure DevOps and… |
| prd 69/100 · D | Product MIT | Generate high-quality Product Requirements Documents (PRDs) for software systems and AI-powered features. Includes executive summaries, user… |
| premium-frontend-ui 69/100 · D | Design MIT | A comprehensive guide for GitHub Copilot to craft immersive, high-performance web experiences with advanced motion, typography, and architectural… |
| project-workflow-analysis-blueprint-generator 69/100 · D | Testing MIT | Comprehensive technology-agnostic prompt generator for documenting end-to-end application workflows. Automatically detects project architecture… |
| prompt-optimizer 75/100 · C | AI agents MIT | Turn any rough prompt, half-formed idea, or task description into a finished, ready-to-send prompt optimized for any LLM model inside a chat… |
| protobuf-grpc-api-review 80/100 · B | Dev tools MIT | Review Protocol Buffer (.proto) and gRPC API changes for wire and JSON compatibility, safe schema evolution, rollout hazards, and RPC contract…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| publish-to-pages 79/100 · C | Documents MIT | Publish presentations and web content to GitHub Pages. Converts PPTX, PDF, HTML, or Google Slides to a live GitHub Pages URL. Handles repo creation… |
| pytest-coverage 59/100 · D | Testing MIT | Run pytest tests with coverage, discover lines missing coverage, and increase coverage to 100%. |
| python-azure-iot-edge-modules 70/100 · C | DevOps MIT | Build and operate Python Azure IoT Edge modules with robust messaging, deployment manifests, observability, and production readiness checks. |
| python-mcp-server-generator 86/100 · B | Dev tools MIT | Use this skill when the user wants to create a new Model Context Protocol (MCP) server in Python. Also use it to expose Python functions, an API, or…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| python-pypi-package-builder 82/100 · B | Dev tools MIT | End-to-end skill for building, testing, linting, versioning, and publishing a production-grade Python library to PyPI. Covers all four build…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| qdrant-performance-optimization 73/100 · C | DevOps MIT | Different techniques to optimize the performance of Qdrant, including indexing strategies, query optimization, and hardware considerations. Use when… |
| qdrant-scaling 76/100 · C | Dev tools MIT | Guides Qdrant scaling decisions. Use when someone asks 'how many nodes do I need', 'data doesn't fit on one node', 'need more throughput', 'cluster… |
| qdrant-search-quality 76/100 · C | AI agents MIT | Diagnoses and improves Qdrant search relevance. Use when someone reports 'search results are bad', 'wrong results', 'low precision', 'low recall'… |
| qdrant-search-quality-diagnosis 69/100 · D | AI agents MIT | Diagnoses Qdrant search quality issues. Use when someone reports 'results are bad', 'wrong results', 'not relevant results', 'missing matches'… |
| qdrant-version-upgrade 64/100 · D | Dev tools MIT | Guidance on how to upgrade your Qdrant version without interrupting the availability of your application and ensuring data integrity. |
| quality-playbook 69/100 · D | Testing Apache-2.0 | Run a complete quality engineering audit on any codebase. Derives behavioral requirements from the code, generates spec-traced functional tests… |
| quarkus-application-development 80/100 · B | Security MIT | Write Quarkus application code: REST with Quarkus REST, validation, exception mappers, OpenAPI, configuration, CDI (ArC), Hibernate ORM with…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| quarkus-dev-services-and-testing 77/100 · C | Testing MIT | Quarkus Dev Services and testing: zero-config containers, @QuarkusTest, @QuarkusIntegrationTest, test resources, RestAssured, @InjectMock, profiles… |
| quarkus-native-and-container 77/100 · C | DevOps MIT | Build Quarkus native executables (Mandrel/GraalVM), fix native failures with reflection registration, test the native binary, and produce container… |
| quasi-coder 77/100 · C | Dev tools MIT | Expert 10x engineer skill for interpreting and implementing code from shorthand, quasi-code, and natural language descriptions. Use when… |
| react-audit-grep-patterns 72/100 · C | Testing MIT | Provides the complete, verified grep scan command library for auditing React codebases before a React 18.3.1 or React 19 upgrade. Use this skill… |
| react-container-presentation-component 77/100 · C | Design MIT | Create a React component using the Container/Presentation pattern in src/components by asking for the component name and type (ui or features), then… |
| react18-batching-patterns 77/100 · C | Design MIT | Provides exact patterns for diagnosing and fixing automatic batching regressions in React 18 class components. Use this skill whenever a class… |
| react18-dep-compatibility 68/100 · D | Dev tools MIT | React 18.3.1 and React 19 dependency compatibility matrix. |
| react18-enzyme-to-rtl 77/100 · C | Testing MIT | Provides exact Enzyme → React Testing Library migration patterns for React 18 upgrades. Use this skill whenever Enzyme tests need to be rewritten… |
| react18-legacy-context 75/100 · C | Dev tools MIT | Provides the complete migration pattern for React legacy context API (contextTypes, childContextTypes, getChildContext) to the modern createContext… |
| react18-lifecycle-patterns 75/100 · C | Design MIT | Provides exact before/after migration patterns for the three unsafe class component lifecycle methods - componentWillMount… |
| react18-string-refs 77/100 · C | Design MIT | Provides exact migration patterns for React string refs (ref="name" + this.refs.name) to React.createRef() in class components. Use this skill… |
| react19-concurrent-patterns 69/100 · D | Dev tools MIT | Preserve React 18 concurrent patterns and adopt React 19 APIs (useTransition, useDeferredValue, Suspense, use(), useOptimistic, Actions) during… |
| react19-source-patterns 64/100 · D | Dev tools MIT | Reference for React 19 source-file migration patterns, including API changes, ref handling, and context updates. |
| react19-test-patterns 66/100 · D | Testing MIT | Provides before/after patterns for migrating test files to React 19 compatibility, including act() imports, Simulate removal, and StrictMode call… |
| readme-blueprint-generator 66/100 · D | Testing MIT | Intelligent README.md generation prompt that analyzes project documentation structure and creates comprehensive repository documentation. Scans… |
| rebase-current-branch 79/100 · C | Dev tools MIT | Rebase the currently checked out feature branch onto the latest upstream default branch. Use when asked to update a branch with main or master… |
| refactor 69/100 · D | Code quality MIT | Surgical code refactoring to improve maintainability without changing behavior. Covers extracting functions, renaming variables, breaking down god… |
| refactor-method-complexity-reduce 69/100 · D | Code quality MIT | Refactor given method `${input:methodName}` to reduce its cognitive complexity to `${input:complexityThreshold}` or below, by extracting helper… |
| refactor-plan 74/100 · C | Code quality MIT | Create a concrete plan before starting a multi-file refactor. Use when the user asks to plan, sequence, scope, or safely execute a refactor across… |
| remember 69/100 · D | Dev tools MIT | Transforms lessons learned into domain-organized memory instructions (global or workspace). Syntax: `/remember [>domain [scope]] lesson clue` where… |
| remember-interactive-programming 62/100 · D | AI agents MIT | A micro-prompt that reminds the agent that it is an interactive programmer. Works great in Clojure when Copilot has access to the REPL (probably via… |
| repo-standardizer 74/100 · C | Dev tools MIT | Polish any GitHub repository's surface — labels (emoji rating tiers, P0–P3 priority, impact severity), issue forms, PR template, CI workflows… |
| repo-story-time 65/100 · D | Writing MIT | Generate a comprehensive repository summary and narrative story from commit history |
| resemble-detect 74/100 · C | Media Apache-2.0 | Deepfake detection and media safety — detect AI-generated audio, images, video, and text, trace synthesis sources, apply watermarks, verify speaker… |
| resx-source-generator-migration 67/100 · D | Design MIT | Migrates a project that uses checked-in .designer.cs files behind .resx to using a source-generator instead |
| review-and-refactor 58/100 · D | Code quality MIT | Review and refactor code in your project according to defined instructions |
| reviewing-oracle-to-postgres-migration 77/100 · C | Data MIT | Identifies Oracle-to-PostgreSQL migration risks by cross-referencing code against known behavioral differences (empty strings, refcursors, type… |
| rhino3d-scripts 78/100 · C | Design MIT | Authoring and debugging scripts for Rhinoceros 3D (Rhino 8 and later). Use when asked to write RhinoScript (VBScript / .rvb / .vbs), RhinoPython, or… |
| roslyn-analyzers 77/100 · C | Testing MIT | Build, review, debug, package, and test Roslyn diagnostic analyzers, code fix providers, and incremental source generators. Use for… |
| roundup 69/100 · D | Productivity MIT | Generate personalized status briefings on demand. Pulls from your configured data sources (GitHub, email, Teams, Slack, and more), synthesizes… |
| roundup-setup 72/100 · C | Dev tools MIT | Interactive onboarding that learns your communication style, audiences, and data sources to configure personalized status briefings. Paste in… |
| ruff-recursive-fix 69/100 · D | Dev tools MIT | Run Ruff checks with optional scope and rule overrides, apply safe and unsafe autofixes iteratively, review each change, and resolve remaining… |
| salesforce-apex-quality 77/100 · C | Testing MIT | Apex code quality guardrails for Salesforce development. Enforces bulk-safety rules (no SOQL/DML in loops), sharing model requirements, CRUD/FLS… |
| salesforce-component-standards 77/100 · C | Design MIT | Quality standards for Salesforce Lightning Web Components (LWC), Aura components, and Visualforce pages. Covers SLDS 2 compliance, accessibility… |
| salesforce-flow-design 77/100 · C | Design MIT | Salesforce Flow architecture decisions, flow type selection, bulk safety validation, and fault handling standards. Use this skill when designing or… |
| sandbox-npm-install 79/100 · C | DevOps MIT | Install npm packages in a Docker sandbox environment. Use this skill whenever you need to install, reinstall, or update node_modules inside a… |
| scaffolding-oracle-to-postgres-migration-test-project 66/100 · D | Testing MIT | Scaffolds an xUnit integration test project targeting Oracle in .NET solutions. Creates the test project, transaction-rollback base class, and seed… |
| scoutqa-test 80/100 · B | Testing MIT | This skill should be used when the user asks to "test this website", "run exploratory testing", "check for accessibility issues", "verify the login…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| screen-recording 69/100 · D | Media MIT | Create annotated animated GIF demos and screen recordings for pull requests and documentation. Covers frame capture, timing, imageio-based GIF… |
| secret-scanning 80/100 · B | AI agents MIT | Guide for configuring and managing GitHub secret scanning, push protection, custom patterns, and secret alert remediation. For pre-commit secret…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| security-review 81/100 · B | Security MIT | AI-powered codebase security scanner that reasons about code like a security researcher — tracing data flows, understanding component interactions…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| semantic-kernel 67/100 · D | Code quality MIT | Create, update, refactor, explain, or review Semantic Kernel solutions using shared guidance plus language-specific references for .NET and Python. |
| server-side-conversion-tracking 77/100 · C | Marketing MIT | Set up server-side conversion tracking so purchases are reported accurately to Facebook, TikTok, Google and Bing despite iOS restrictions, ad… |
| setup-my-iq 62/100 · D | Dev tools MIT | Create, set up, or update the personal context portfolio: structured markdown files describing who you are, how you work, your teams, and your… |
| shopify-review-triage 80/100 · B | DevOps MIT | Use this skill when someone wants public Shopify App Store reviews, low-star reviews, or merchant feedback triaged, prioritized, clustered, or…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| shuffle-json-data 65/100 · D | Dev tools MIT | Shuffle repetitive JSON objects safely by validating schema consistency before randomising entries. |
| signal-write 69/100 · D | Data MIT | Emit structured agent signals — hands-up, blocked, done, checkpoint, partnership. Signals are written as JSON to .signals/ for dashboard consumption… |
| slang-shader-engineer 81/100 · B | Code quality MIT | Use when working with Slang shaders, shader modules, HLSL-compatible GPU code, graphics pipelines, compute shaders, tessellation, ray tracing…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| snowflake-semanticview 77/100 · C | Dev tools MIT | Create, alter, and validate Snowflake semantic views using Snowflake CLI (snow). Use when asked to build or troubleshoot semantic views/semantic… |
| speak-summary 82/100 · B | Writing MIT | Convert text, markdown, or a summary produced by another skill into a listenable MP3 using local CPU-only neural text-to-speech. Rewrites written…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| sponsor-finder 72/100 · C | Dev tools MIT | Find which of a GitHub repository's dependencies are sponsorable via GitHub Sponsors. Uses deps.dev API for dependency resolution across npm, PyPI… |
| spring-boot-testing 70/100 · C | Testing MIT | Expert Spring Boot 4 testing specialist that selects the best Spring Boot testing techniques for your situation with Junit 6 and AssertJ. |
| sql-code-review 69/100 · D | Data MIT | Universal SQL code review assistant that performs comprehensive security, maintainability, and code quality analysis across all SQL databases… |
| sql-object-impact-analysis 82/100 · B | Data MIT | Before modifying a table, column, stored procedure, view, or trigger in a legacy codebase, trace every place that references it — across other SQL…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| sql-optimization 69/100 · D | Data MIT | Universal SQL performance optimization assistant for comprehensive query tuning, indexing strategies, and database performance analysis across all… |
| sql-server-table-reconciliation 79/100 · C | Data MIT | Use when: comparing SQL Server tables across instances, data migration validation, ETL verification, row mismatch detection, schema drift… |
| ssma-console 77/100 · C | Data MIT | Use when: SSMA console operations — create project, generate assessment report, convert schema, migrate data, Oracle to SQL Server migration, schema… |
| steno-mode 80/100 · B | Writing MIT | Shorthand-first response compression that cuts ~40% of response tokens while preserving technical precision and exact literals. Use when the user…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| structured-autonomy-generate 65/100 · D | AI agents MIT | Structured Autonomy Implementation Generator Prompt |
| suggest-awesome-github-copilot-agents 69/100 · D | AI agents MIT | Suggest relevant GitHub Copilot Custom Agents files from the awesome-copilot repository based on current repository context and chat history… |
| suggest-awesome-github-copilot-instructions 69/100 · D | Writing MIT | Suggest relevant GitHub Copilot instruction files from the awesome-copilot repository based on current repository context and chat history, avoiding… |
| suggest-awesome-github-copilot-skills 69/100 · D | Writing MIT | Suggest relevant GitHub Copilot skills from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates… |
| system-commandline-cli 84/100 · B | Dev tools MIT | Use this skill when adding, modifying, or reviewing CLI commands in a .NET project built with System.CommandLine. Triggers include: creating a new…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| technical-job-search 77/100 · C | Writing MIT | Use this skill when a software engineer asks for help with job search tasks: parsing or analyzing a job description, tailoring a CV/resume, writing… |
| technology-stack-blueprint-generator 69/100 · D | Media MIT | Comprehensive technology stack blueprint generator that analyzes codebases to create detailed architectural documentation. Automatically detects… |
| terraform-azurerm-set-diff-analyzer 76/100 · C | DevOps MIT | Analyze Terraform plan JSON output for AzureRM Provider to distinguish between false-positive diffs (order-only changes in Set-type attributes) and… |
| test-gap-audit 77/100 · C | Testing MIT | Run a read-only audit for missing, weak, stale, or mis-scoped test coverage. If the user does not name a scope, audit the full repository and… |
| threat-model-analyst 78/100 · C | Security MIT | Full STRIDE-A threat model analysis and incremental update skill for repositories and systems. Supports two modes: (1) Single analysis — full… |
| tiny-stepping 71/100 · C | Dev tools MIT | Incremental development workflow that makes the smallest meaningful change per step and pauses for feedback, so the direction gets validated early… |
| tldr-prompt 67/100 · D | AI agents MIT | Create tldr summaries for GitHub Copilot files (prompts, agents, instructions, collections), MCP servers, or documentation from URLs and queries. |
| tm7-threat-model 77/100 · C | Security MIT | Creates valid Microsoft Threat Modeling Tool (.tm7) files compatible with the Microsoft Threat Modeling Tool v7.3+. Use this skill whenever asked to… |
| transloadit-media-processing 79/100 · C | Media MIT | Process media files (video, audio, images, documents) using Transloadit. Use when asked to encode video to HLS/MP4, generate thumbnails, resize or… |
| tugboat 81/100 · B | Dev tools MIT | Anxiety-aware, evidence-driven collaboration for stalled or high-stakes work when a user says uncertainty, repeated setbacks, or lack of visible…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| typescript-mcp-server-generator 69/100 · D | Dev tools MIT | Generate a complete MCP server project in TypeScript using the MCP TypeScript SDK v2 (@modelcontextprotocol/server) with tools, resources, and… |
| typespec-api-operations 67/100 · D | Dev tools MIT | Add GET, POST, PATCH, and DELETE operations to a TypeSpec API plugin with proper routing, parameters, and adaptive cards |
| typespec-create-agent 64/100 · D | AI agents MIT | Generate a complete TypeSpec declarative agent with instructions, capabilities, and conversation starters for Microsoft 365 Copilot |
| typespec-create-api-plugin 64/100 · D | Dev tools MIT | Generate a TypeSpec API plugin with REST operations, authentication, and Adaptive Cards for Microsoft 365 Copilot |
| ui-screenshots 69/100 · D | Design MIT | Capture screenshots of web apps during development using Playwright and PIL. Supports full-page captures, interactive states, and an iterate-on-crop… |
| unit-test-vue-pinia 80/100 · B | Testing MIT | Write and review unit tests for Vue 3 + TypeScript + Vitest + Pinia codebases. Use when creating or updating tests for components, composables, and…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| update-avm-modules-in-bicep 62/100 · D | DevOps MIT | Update Azure Verified Modules (AVM) to latest versions in Bicep files. |
| update-implementation-plan 69/100 · D | Design MIT | Update an existing implementation plan file with new or update requirements to provide new features, refactoring existing code or upgrading… |
| update-llms 69/100 · D | AI agents MIT | Update the llms.txt file in the root folder to reflect changes in documentation or specifications following the llms.txt specification at… |
| update-markdown-file-index 62/100 · D | Dev tools MIT | Update a markdown file section with an index/table of files from a specified folder. |
| update-specification 69/100 · D | Dev tools MIT | Update an existing specification file for the solution, optimized for Generative AI consumption based on new requirements or updates to any existing… |
| upstash-redis 83/100 · B | Data MIT | Use Redis over HTTP from serverless and edge runtimes with @upstash/redis, and add rate limiting with @upstash/ratelimit. Use when the user mentions…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| v-development 77/100 · C | Testing MIT | Guide GitHub Copilot through V language development: installing the toolchain, project layout with v.mod, building, testing, formatting, and writing… |
| vardoger-analyze 78/100 · C | Writing Apache-2.0 | Use when the user asks to personalize the GitHub Copilot CLI assistant, adapt Copilot to their style, use vardoger, or analyze their Copilot CLI… |
| vcpkg 78/100 · C | DevOps MIT | Guide for setting up vcpkg in C++ projects, managing dependency versions, and cross-compiling. Covers manifest initialization, CMake and Visual… |
| verify-agent-action 77/100 · C | AI agents MIT | Review a proposed AI-agent action or human-approval packet before execution. Use when an agent wants to run a consequential tool, command… |
| vscode-ext-commands 63/100 · D | Dev tools MIT | Guidelines for contributing commands in VS Code extensions. Indicates naming convention, visibility, localization and other relevant attributes… |
| vscode-ext-localization 61/100 · D | Dev tools MIT | Guidelines for proper localization of VS Code extensions, following VS Code extension development guidelines, libraries and good practices |
| web-design-reviewer 83/100 · B | Design MIT | This skill enables visual inspection of websites running locally or remotely to identify and fix design issues. Triggers on requests like "review…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| webmcpify 83/100 · B | AI agents MIT | Make a web app agent-ready — propose a WebMCP tool manifest, integrate, verify in a real browser, heal; unrelated code stays untouched. Use for…Get badges  Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede listing; either valid linked badge can qualify for the feature offer. Markdown HTML |
| what-context-needed 59/100 · D | Dev tools MIT | Ask Copilot what files it needs to see before answering a question |
| winmd-api-search 79/100 · C | Dev tools MIT | Find and explore Windows desktop APIs. Use when building features that need platform capabilities — camera, file access, notifications, UI controls… |
| winui3-migration-guide 69/100 · D | Data MIT | UWP-to-WinUI 3 migration reference. Maps legacy UWP APIs to correct Windows App SDK equivalents with before/after code snippets. Covers namespace… |
| workiq-copilot 69/100 · D | Productivity MIT | Guides the Copilot CLI on how to use the WorkIQ CLI/MCP server to query Microsoft 365 Copilot data (emails, meetings, docs, Teams, people) for live… |
| workshop-create 69/100 · D | Dev tools MIT | Create a new workshop or use an existing directory as one. Handles two paths: (A) use an existing local directory the operator points at, or (B)… |
| write-coding-standards-from-file 67/100 · D | AI agents MIT | Write a coding standards document for a project using the coding styles from the file(s) and/or folder(s) passed as arguments in the prompt. |
Where this repository is cited
github/awesome-copilot is listed as its publisher's official collection or from a listing request.