@skills · Owner

Agent skills by github

427 skills indexed from github.com/github. Reference any of them in AdaL, Claude Code, Cursor or any coding agent — nothing to install.

.github · Collection · 37,534 stars
acquire-codebase-knowledge · Skill · 37,534 stars
Use this skill when the user explicitly asks to map, document, or onboard into an existing codebase. Trigger for prompts like "map this codebase", "documen
acreadiness-assess · Skill · 37,534 stars
Run the AgentRC readiness assessment on the current repository and produce a static HTML dashboard at reports/index.html. Wraps `npx github:microsoft/agent
acreadiness-generate-instructions · Skill · 37,534 stars
Generate tailored AI agent instruction files via AgentRC instructions command. Produces .github/copilot-instructions.md (default, recommended for Copilot i
acreadiness-policy · Skill · 37,534 stars
Help the user pick, write, or apply an AgentRC policy. Policies customise readiness scoring by disabling irrelevant checks, overriding impact/level, settin
ad-campaign-analyzer · Skill · 37,534 stars
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 campaigns",
add-educational-comments · Skill · 37,534 stars
Add educational comments to the file specified, or prompt asking for file to comment if one is not provided.
adobe-illustrator-scripting · Skill · 37,534 stars
Write, debug, and optimize Adobe Illustrator automation scripts using ExtendScript (JavaScript/JSX). Use when creating or modifying scripts that manipulate
agent-governance · Skill · 37,534 stars
Patterns and techniques for adding governance, safety, and trust controls to AI agent systems. Use this skill when: - Building AI agents that call external
agent-owasp-compliance · Skill · 37,534 stars
Check any AI agent codebase against the OWASP Agentic Security Initiative (ASI) Top 10 risks. Use this skill when: - Evaluating an agent system's security
agent-skill-stack · Skill · 37,534 stars
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 for a mul
agent-supply-chain · Skill · 37,534 stars
Verify supply chain integrity for AI agent plugins, tools, and dependencies. Use this skill when: - Generating SHA-256 integrity manifests for agent plugin
agentic-eval · Skill · 37,534 stars
Patterns and techniques for evaluating and improving AI agent outputs. Use this skill when: - Implementing self-critique and reflection loops - Building ev
agentic-workflows · Skill · 37,534 stars
Route gh-aw workflow design/create/debug/upgrade requests to the right prompts.
ai-prompt-engineering-safety-review · Skill · 37,534 stars
Comprehensive AI prompt engineering safety review and improvement prompt. Analyzes prompts for safety, bias, security vulnerabilities, and effectiveness wh
ai-ready · Skill · 37,534 stars
Make any repo AI-ready — analyzes your codebase and generates AGENTS.md, copilot-instructions.md, CI workflows, issue templates, and more. Mines your PR re
ai-team-orchestration · Skill · 37,534 stars
Bootstrap and run a lightweight multi-agent development team. Use when starting or adopting a project, planning work, coordinating implementation and optio
anti-ui-slop · Skill · 37,534 stars
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 contract,
appinsights-instrumentation · Skill · 37,534 stars
Instrument a webapp to send useful telemetry data to Azure App Insights
apple-appstore-reviewer · Skill · 37,534 stars
Serves as a reviewer of the codebase with instructions on looking for Apple App Store optimizations or rejection reasons.
arch-linux-triage · Skill · 37,534 stars
Triage and resolve Arch Linux issues with pacman, systemd, and rolling-release best practices.
architecture-blueprint-generator · Skill · 37,534 stars
Comprehensive project architecture blueprint generator that analyzes codebases to create detailed architectural documentation. Automatically detects techno
arduino-azure-iot-edge-integration · Skill · 37,534 stars
Design and implement Arduino integration with Azure IoT Hub and IoT Edge, including secure provisioning, resilient telemetry, command handling, and product
arize-ai-provider-integration · Skill · 37,534 stars
Creates, reads, updates, and deletes Arize AI integrations that store LLM provider credentials used by evaluators and other Arize features. Supports any LL
arize-annotation · Skill · 37,534 stars
Creates and manages annotation configs (categorical, continuous, freeform label schemas) and annotation queues (human review workflows) on Arize. Applies h
arize-dataset · Skill · 37,534 stars
Creates, manages, and queries Arize datasets and examples. Covers dataset CRUD, appending examples, exporting data, and file-based dataset creation using t
arize-evaluator · Skill · 37,534 stars
Handles LLM-as-judge evaluation workflows on Arize including creating/updating evaluators, running evaluations on spans or experiments, managing tasks, tri
arize-experiment · Skill · 37,534 stars
Creates, runs, and analyzes Arize experiments for evaluating and comparing model performance. Covers experiment CRUD, exporting runs, comparing results, an
arize-instrumentation · Skill · 37,534 stars
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 instrumentat
arize-link · Skill · 37,534 stars
Generates deep links to the Arize UI for traces, spans, sessions, datasets, labeling queues, evaluators, and annotation configs. Produces clickable URLs fo
arize-prompt-optimization · Skill · 37,534 stars
Optimizes, improves, and debugs LLM prompts using production trace data, evaluations, and annotations. Extracts prompts from spans, gathers performance sig
arize-trace · Skill · 37,534 stars
Downloads, exports, and inspects existing Arize traces and spans to understand what an LLM app is doing or debug runtime issues. Covers exporting traces by
aspire · Skill · 37,534 stars
Aspire skill covering the Aspire CLI, AppHost orchestration, service discovery, integrations, MCP server, VS Code extension, Dev Containers, GitHub Codespa
aspnet-minimal-api-openapi · Skill · 37,534 stars
Create ASP.NET Minimal API endpoints with proper OpenAPI documentation
audit-integrity · Skill · 37,534 stars
Shared audit integrity framework for all AppSec agents — enforces output quality, intellectual honesty, and continuous improvement through anti-rationaliza
automate-this · Skill · 37,534 stars
Analyze a screen recording of a manual process and produce targeted, working automation scripts. Extracts frames and audio narration from video files, reco
autoresearch · Skill · 37,534 stars
Autonomous iterative experimentation loop for any programming task. Guides the user through defining goals, measurable metrics, and scope constraints, then
awesome-copilot · Collection · 37,534 stars
aws-cdk-python-setup · Skill · 37,534 stars
Setup and initialization guide for developing AWS CDK (Cloud Development Kit) applications in Python. This skill enables users to configure environment pre
aws-cloudwatch-investigation · Skill · 37,534 stars
Reusable investigation patterns for AWS CloudWatch: Logs Insights query templates, alarm-to-deployment correlation, blast-radius narrowing decision tree, a
aws-cost-optimize · Skill · 37,534 stars
Analyze AWS resources used in the app (IaC files and/or resources in a target account/region) and optimize costs - creating GitHub issues for identified op
aws-resource-health-diagnose · Skill · 37,534 stars
Analyze AWS resource health, diagnose issues from CloudWatch logs and metrics, and create a remediation plan for identified problems.
aws-resource-query · Skill · 37,534 stars
Query AWS resources using natural language. Covers EC2, S3, RDS, Lambda, ECS, EKS, Secrets Manager, IAM, VPC, networking, messaging, and more. Strictly rea
aws-well-architected-review · Skill · 37,534 stars
Perform an AWS Well-Architected Framework review of the current workload IaC and architecture, generating findings and GitHub issues for improvements.
az-cost-optimize · Skill · 37,534 stars
Analyze Azure resources used in the app (IaC files and/or resources in a target rg) and optimize costs - creating GitHub issues for identified optimization
azure-architecture-autopilot · Skill · 37,534 stars
Design Azure infrastructure using natural language, or analyze existing Azure resources to auto-generate architecture diagrams, refine them through convers
azure-container-registry-cli · Skill · 37,534 stars
Manage Azure Container Registry via the az acr CLI including registries, images, cloud builds, ACR Tasks, authentication, tokens, geo-replication, and netw
azure-deployment-preflight · Skill · 37,534 stars
Performs comprehensive preflight validation of Bicep deployments to Azure, including template syntax validation, what-if analysis, and permission checks. U
azure-developer-cli · Skill · 37,534 stars
Design, create, review, migrate, or troubleshoot Azure Developer CLI (azd) projects using current Microsoft guidance. Use for azd, azure.yaml, AZD template
azure-devops-cli · Skill · 37,534 stars
Manage Azure DevOps resources via CLI including projects, repos, pipelines, builds, pull requests, work items, artifacts, and service endpoints. Use when w
azure-pricing · Skill · 37,534 stars
Fetches real-time Azure retail pricing using the Azure Retail Prices API (prices.azure.com) and estimates Copilot Studio agent credit consumption. Use when
azure-resource-health-diagnose · Skill · 37,534 stars
Analyze Azure resource health, diagnose issues from logs and telemetry, and create a remediation plan for identified problems.
azure-resource-visualizer · Skill · 37,534 stars
Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual resources. Use this skill wh
azure-role-selector · Skill · 37,534 stars
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 will mee
azure-smart-city-iot-solution-builder · Skill · 37,534 stars
Design and plan end-to-end Azure IoT and Smart City solutions: requirements, architecture, security, operations, cost, and a phased delivery plan with conc
azure-static-web-apps · Skill · 37,534 stars
Helps create, configure, and deploy Azure Static Web Apps using the SWA CLI. Use when deploying static sites to Azure, setting up SWA local development, co
azure-well-architected-review · Skill · 37,534 stars
Perform an Azure Well-Architected Framework review of the current workload IaC and architecture, generating findings and GitHub issues for improvements.
batch-files · Skill · 37,534 stars
Expert-level Windows batch file (.bat/.cmd) skill for writing, debugging, and maintaining CMD scripts. Use when asked to "create a batch file", "write a .b
bench-read · Skill · 37,534 stars
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 · Skill · 37,534 stars
Audits Python + BigQuery pipelines for cost safety, idempotency, and production readiness. Returns a structured report with exact patch locations.
boost-prompt · Skill · 37,534 stars
Interactive prompt refinement workflow: interrogates scope, deliverables, constraints; copies final markdown to clipboard; never writes code. Requires the
brag-sheet · Skill · 37,534 stars
Turn vague "what did I do?" into evidence-backed impact statements for performance reviews, self-reviews, promotion packets, and weekly updates. Uniquely m
breakdown-epic-arch · Skill · 37,534 stars
Prompt for creating the high-level technical architecture for an Epic, based on a Product Requirements Document.
breakdown-epic-pm · Skill · 37,534 stars
Prompt for creating an Epic Product Requirements Document (PRD) for a new epic. This PRD will be used as input for generating a technical architecture spec
breakdown-feature-implementation · Skill · 37,534 stars
Prompt for creating detailed feature implementation plans, following Epoch monorepo structure.
breakdown-feature-prd · Skill · 37,534 stars
Prompt for creating Product Requirements Documents (PRDs) for new features, based on an Epic.
breakdown-plan · Skill · 37,534 stars
Issue Planning and Automation prompt that generates comprehensive project plans with Epic > Feature > Story/Enabler > Test hierarchy, dependencies, priorit
breakdown-test · Skill · 37,534 stars
Test Planning and Quality Assurance prompt that generates comprehensive test strategies, task breakdowns, and quality validation plans for GitHub projects.
bug-reproduction-brief · Skill · 37,534 stars
Turn a vague, intermittent, or environment-specific bug report into a minimal evidence-backed reproduction before proposing a fix.
build-evidence-map · Skill · 37,534 stars
Build an auditable evidence map for a contested technical choice, research synthesis, proposal review, or consequential decision. Use when Copilot must pre
centos-linux-triage · Skill · 37,534 stars
Triage and resolve CentOS issues using RHEL-compatible tooling, SELinux-aware practices, and firewalld.
chrome-devtools · Skill · 37,534 stars
Expert-level browser automation, debugging, and performance analysis using Chrome DevTools MCP. Use for interacting with web pages, capturing screenshots,
cli-mastery · Skill · 37,534 stars
Interactive training for the GitHub Copilot CLI. Guided lessons, quizzes, scenario challenges, and a full reference covering slash commands, shortcuts, mod
cloud-design-patterns · Skill · 37,534 stars
Cloud design patterns for distributed systems architecture covering 42 industry-standard patterns across reliability, performance, messaging, security, and
code-exemplars-blueprint-generator · Skill · 37,534 stars
Technology-agnostic prompt generator that creates customizable AI prompts for scanning codebases and identifying high-quality code exemplars. Supports mult
code-tour · Skill · 37,534 stars
Use this skill to create CodeTour .tour files — persona-targeted, step-by-step walkthroughs that link to real files and line numbers. Trigger for: "create
codebase-memory-mcp · Skill · 37,534 stars
Use when exploring unfamiliar code, mapping architecture, finding symbols or relationships, tracing callers, callees, data flow or dependencies, assessing
codeql · Skill · 37,534 stars
Comprehensive guide for setting up and configuring CodeQL code scanning via GitHub Actions workflows and the CodeQL CLI. This skill should be used when use
comment-code-generate-a-tutorial · Skill · 37,534 stars
Transform this Python script into a polished, beginner-friendly project by refactoring the code, adding clear instructional comments, and generating a comp
commit-message-storyteller · Skill · 37,534 stars
Analyzes git diffs or staged changes and generates narrative commit messages that explain WHY a change was made, not just what changed — following Conventi
competitor-ad-intelligence · Skill · 37,534 stars
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 [competitor] r
containerize-aspnet-framework · Skill · 37,534 stars
Containerize an ASP.NET .NET Framework project by creating Dockerfile and .dockerfile files customized for the project.
containerize-aspnetcore · Skill · 37,534 stars
Containerize an ASP.NET Core project by creating Dockerfile and .dockerfile files customized for the project.
content-management-systems · Skill · 37,534 stars
Workflow for building and modifying content management systems across WordPress, Shopify, Wix, Squarespace, Drupal, WooCommerce, Joomla, HubSpot CMS Hub, W
context-map · Skill · 37,534 stars
Generate a map of all files relevant to a task before making changes
conventional-branch · Skill · 37,534 stars
Create Git branches following the Conventional Branch specification (feature/, bugfix/, hotfix/, release/, chore/). Use when creating a new branch, naming
conventional-commit · Skill · 37,534 stars
Prompt and workflow for generating conventional commit messages using a structured XML format. Guides users to create standardized, descriptive commit mess
convert-excel-to-md · Skill · 37,534 stars
Converts Excel (.xlsx) workbooks into Markdown so their contents can be accurately analyzed, summarized, searched, or extracted from. Use this skill whenev
convert-pdf-to-md · Skill · 37,534 stars
Converts PDF (.pdf) documents into Markdown so their contents can be accurately analyzed, summarized, searched, or extracted from. Use this skill whenever
convert-plaintext-to-md · Skill · 37,534 stars
Convert a text-based document to markdown following instructions from prompt, or if a documented option is passed, follow the instructions for that option.
convert-word-to-md · Skill · 37,534 stars
Converts Word (.docx) documents into Markdown so their contents can be accurately analyzed, summarized, searched, or extracted from. Use this skill wheneve
copilot-cli-quickstart · Skill · 37,534 stars
Use this skill when someone wants to learn GitHub Copilot CLI from scratch. Offers interactive step-by-step tutorials with separate Developer and Non-Devel
copilot-instructions-blueprint-generator · Skill · 37,534 stars
Technology-agnostic blueprint generator for creating comprehensive copilot-instructions.md files that guide GitHub Copilot to produce code consistent with
copilot-pr-autopilot · Skill · 37,534 stars
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 skill run
copilot-sdk · Skill · 37,534 stars
Build agentic applications with GitHub Copilot SDK. Use when embedding AI agents in apps, creating custom tools, implementing streaming responses, managing
copilot-spaces · Skill · 37,534 stars
Use Copilot Spaces to provide project-specific context to conversations. Use this skill when users mention a "Copilot space", want to load context from a s
copilot-usage-metrics · Skill · 37,534 stars
Retrieve and display GitHub Copilot usage metrics for organizations and enterprises using the GitHub CLI and REST API.
cosmosdb-datamodeling · Skill · 37,534 stars
Step-by-step guide for capturing key application requirements for NoSQL use-case and produce Azure Cosmos DB Data NoSQL Model design using best practices a
create-agentsmd · Skill · 37,534 stars
Prompt for generating an AGENTS.md file for a repository
create-architectural-decision-record · Skill · 37,534 stars
Create an Architectural Decision Record (ADR) document for AI-optimized decision documentation.
create-canvas-extension · Skill · 37,534 stars
Create or register a canvas extension in the awesome-copilot repository. Use when asked to scaffold a new canvas extension, create its plugin.json, add a r
create-github-action-workflow-specification · Skill · 37,534 stars
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 · Skill · 37,534 stars
Create GitHub Issue for feature request from specification file using feature_request.yml template.
create-github-issues-feature-from-implementation-plan · Skill · 37,534 stars
Create GitHub Issues from implementation plan phases using feature_request.yml or chore_request.yml templates.
create-github-issues-for-unmet-specification-requirements · Skill · 37,534 stars
Create GitHub Issues for unimplemented requirements from specification files using feature_request.yml template.
create-implementation-plan · Skill · 37,534 stars
Create a new implementation plan file for new features, refactoring existing code or upgrading packages, design, architecture or infrastructure.
create-llms · Skill · 37,534 stars
Create an llms.txt file from scratch based on repository structure following the llms.txt specification at https://llmstxt.org/
create-readme · Skill · 37,534 stars
Create a README.md file for the project
create-specification · Skill · 37,534 stars
Create a new specification file for the solution, optimized for Generative AI consumption.
create-spring-boot-java-project · Skill · 37,534 stars
Create Spring Boot Java Project Skeleton
create-spring-boot-kotlin-project · Skill · 37,534 stars
Create Spring Boot Kotlin Project Skeleton
create-technical-spike · Skill · 37,534 stars
Create time-boxed technical spike documents for researching and resolving critical development decisions before implementation.
create-tldr-page · Skill · 37,534 stars
Create a tldr page from documentation URLs and command examples, requiring both URL and command name.
creating-oracle-to-postgres-master-migration-plan · Skill · 37,534 stars
Discovers all projects in a .NET solution, classifies each for Oracle-to-PostgreSQL migration eligibility, and produces a persistent master migration plan.
creating-oracle-to-postgres-migration-bug-report · Skill · 37,534 stars
Creates structured bug reports for defects found during Oracle-to-PostgreSQL migration. Use when documenting behavioral differences between Oracle and Post
creating-oracle-to-postgres-migration-integration-tests · Skill · 37,534 stars
Creates integration test cases targeting Oracle for .NET data access artifacts. Tests capture Oracle expected behavior as the authoritative baseline; they
csharp-async · Skill · 37,534 stars
Get best practices for C# async programming
csharp-docs · Skill · 37,534 stars
Ensure that C# types are documented with XML comments and follow best practices for documentation.
csharp-mstest · Skill · 37,534 stars
Get best practices for MSTest 3.x/4.x unit testing, including modern assertion APIs and data-driven tests
csharp-nunit · Skill · 37,534 stars
Get best practices for NUnit unit testing, including data-driven tests
csharp-tunit · Skill · 37,534 stars
Get best practices for TUnit unit testing, including data-driven tests
csharp-xunit · Skill · 37,534 stars
Get best practices for XUnit unit testing, including data-driven tests
daily-prep · Skill · 37,534 stars
Prepare for tomorrow''s meetings and tasks. Pulls calendar from Outlook via WorkIQ, cross-references open tasks and workspace context, classifies meetings,
data-breach-blast-radius · Skill · 37,534 stars
Pre-breach impact analysis: inventories sensitive data (PII, PHI, PCI-DSS, credentials), traces data flows, scores exposure vectors, and produces a regulat
datanalysis-credit-risk · Skill · 37,534 stars
Credit risk data cleaning and variable screening pipeline for pre-loan modeling. Use when working with raw credit data that needs quality assessment, missi
dataverse-python-advanced-patterns · Skill · 37,534 stars
Generate production code for Dataverse SDK using advanced patterns, error handling, and optimization techniques.
dataverse-python-production-code · Skill · 37,534 stars
Generate production-ready Python code using Dataverse SDK with error handling, optimization, and best practices
dataverse-python-quickstart · Skill · 37,534 stars
Generate Python SDK setup + CRUD + bulk + paging snippets using official patterns.
dataverse-python-usecase-builder · Skill · 37,534 stars
Generate complete solutions for specific Dataverse SDK use cases with architecture recommendations
debian-linux-triage · Skill · 37,534 stars
Triage and resolve Debian Linux issues with apt, systemd, and AppArmor-aware guidance.
declarative-agents · Skill · 37,534 stars
Complete development kit for Microsoft 365 Copilot declarative agents with three comprehensive workflows (basic, advanced, validation), TypeSpec support, a
dependabot · Skill · 37,534 stars
Comprehensive guide for configuring and managing GitHub Dependabot. Use this skill when users ask about creating or optimizing dependabot.yml files, managi
desk-journal · Skill · 37,534 stars
Write, append, or read desk journal entries. The journal is persistent memory — what survives session boundaries. A good entry has: what was done, current
desk-open · Skill · 37,534 stars
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 finds the t
devops-rollout-plan · Skill · 37,534 stars
Generate comprehensive rollout plans with preflight checks, step-by-step deployment, verification signals, rollback procedures, and communication plans for
diagnose · Skill · 37,534 stars
Perform a systematic diagnostic scan of an AI workflow across 5 quality dimensions — prompt quality, context efficiency, tool health, architecture fitness,
doc-and-modernize · Skill · 37,534 stars
Two related workflows for a locally-cloned codebase, in one skill. Documentation mode produces a single, comprehensive, verifiable architecture document pr
documentation-writer · Skill · 37,534 stars
Diátaxis Documentation Expert. An expert technical writer specializing in creating high-quality software documentation, guided by the principles and struct
dotnet-best-practices · Skill · 37,534 stars
Ensure .NET/C# code meets best practices for the solution/project.
dotnet-design-pattern-review · Skill · 37,534 stars
Review the C#/.NET code for design pattern implementation and suggest improvements.
dotnet-mcp-builder · Skill · 37,534 stars
Build Model Context Protocol (MCP) servers in C#/.NET against the current ModelContextProtocol 2.x NuGet packages. Helps with cases the model gets wrong wi
dotnet-timezone · Skill · 37,534 stars
.NET timezone handling guidance for C# applications. Use when working with TimeZoneInfo, DateTimeOffset, NodaTime, UTC conversion, daylight saving time, sc
dotnet-upgrade · Skill · 37,534 stars
Ready-to-use prompts for comprehensive .NET framework upgrade analysis and execution
doublecheck · Skill · 37,534 stars
Three-layer verification pipeline for AI output. Extracts verifiable claims, finds supporting or contradicting sources via web search, runs adversarial rev
draw-io-diagram-generator · Skill · 37,534 stars
Use when creating, editing, or generating draw.io diagram files (.drawio, .drawio.svg, .drawio.png). Covers mxGraph XML authoring, shape libraries, style s
drawio · Skill · 37,534 stars
Generate draw.io diagrams as .drawio files and export to PNG/SVG/PDF with embedded XML
editorconfig · Skill · 37,534 stars
Generates a comprehensive and best-practice-oriented .editorconfig file based on project analysis and user preferences.
ef-core · Skill · 37,534 stars
Get best practices for Entity Framework Core
efcore-d2-db-diagram · Skill · 37,534 stars
Generate D2 database diagrams from Entity Framework Core models. USE FOR: EF Core database diagram, Entity Framework Core ERD, DbContext diagram, C# entity
em-dash · Skill · 37,534 stars
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 dashes, defau
email-drafter · Skill · 37,534 stars
Draft and review professional emails that match your personal writing style. Analyzes your sent emails for tone, greeting, structure, and sign-off patterns
entra-agent-user · Skill · 37,534 stars
Create Agent Users in Microsoft Entra ID from Agent Identities, enabling AI agents to act as digital workers with user identity capabilities in Microsoft 3
eval-driven-dev · Skill · 37,534 stars
Improve AI application with evaluation-driven development. Define eval criteria, instrument the application, build golden datasets, observe and evaluate ap
exam-ready · Skill · 37,534 stars
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 definitions
excalidraw-diagram-generator · Skill · 37,534 stars
Generate Excalidraw diagrams from natural language descriptions. Use when asked to "create a diagram", "make a flowchart", "visualize a process", "draw a s
eyeball · Skill · 37,534 stars
Document analysis with inline source screenshots. When you ask Copilot to analyze a document, Eyeball generates a Word doc where every factual claim includ
fabric-lakehouse · Skill · 37,534 stars
Use this skill to get context about Fabric Lakehouse and its features for software systems and AI-powered functions. It offers descriptions of Lakehouse da
fedora-linux-triage · Skill · 37,534 stars
Triage and resolve Fedora issues with dnf, systemd, and SELinux-aware guidance.
finalize-agent-prompt · Skill · 37,534 stars
Finalize prompt file using the role of an AI agent to polish the prompt for the end user.
finnish-humanizer · Skill · 37,534 stars
Detect and remove AI-generated markers from Finnish text, making it sound like a native Finnish speaker wrote it. Use when asked to "humanize", "naturalize
first-ask · Skill · 37,534 stars
Interactive, input-tool powered, task refinement workflow: interrogates scope, deliverables, constraints before carrying out the task; Requires the Joyride
flowstudio-power-automate-build · Skill · 37,534 stars
Build, scaffold, and deploy Power Automate cloud flows using the FlowStudio MCP server. Your agent constructs flow definitions, wires connections, deploys,
flowstudio-power-automate-debug · Skill · 37,534 stars
Debug failing Power Automate cloud flows using the FlowStudio MCP server. The Graph API only shows top-level status codes. This skill gives your agent acti
flowstudio-power-automate-governance · Skill · 37,534 stars
Govern Power Automate flows and Power Apps at scale using the FlowStudio MCP cached store. Classify flows by business impact, detect orphaned resources, au
flowstudio-power-automate-mcp · Skill · 37,534 stars
Foundation skill for Power Automate via FlowStudio MCP — auth setup, the reusable MCP helper (Python + Node.js), tool discovery via `list_skills` / `tool_s
flowstudio-power-automate-monitoring · Skill · 37,534 stars
Pro+ subscription required. Tenant-wide Power Automate monitoring using the FlowStudio MCP cached store: failure rates, run-health trends, maker/app invent
fluentui-blazor · Skill · 37,534 stars
Guide for using the Microsoft Fluent UI Blazor component library (Microsoft.FluentUI.AspNetCore.Components NuGet package) in Blazor applications. Use this
folder-structure-blueprint-generator · Skill · 37,534 stars
Comprehensive technology-agnostic prompt for analyzing and documenting project folder structures. Auto-detects project types (.NET, Java, React, Angular, P
foundry-agent-sync · Skill · 37,534 stars
Create and synchronize prompt-based AI agents directly within Azure AI Foundry via REST API, from a local JSON manifest. Unlike scaffolding skills that onl
foundry-hosted-agent-copilotkit · Skill · 37,534 stars
Ongoing development guidance for agentic web apps that pair a CopilotKit frontend with Microsoft Agent Framework agents on Azure AI Foundry hosted agents o
freecad-scripts · Skill · 37,534 stars
Expert skill for writing FreeCAD Python scripts, macros, and automation. Use when asked to create FreeCAD models, parametric objects, Part/Mesh/Sketcher sc
from-the-other-side-anitta · Skill · 37,534 stars
Rigorous challenge profile for Anitta: assumption checks, evidence calibration, and defensible reasoning patterns for Ember collaboration.
from-the-other-side-quinn · Skill · 37,534 stars
Collaboration profile for Quinn: curious, energetic, and implementation-focused partnership patterns for Ember sessions with Alison.
from-the-other-side-vega · Skill · 37,534 stars
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 building some
from-the-other-side-wiggins · Skill · 37,534 stars
Narrative and synthesis profile for Wiggins: framing, explanation, and audience-aware communication patterns for Ember sessions.
game-engine · Skill · 37,534 stars
Expert skill for building web-based game engines and games using HTML5, Canvas, WebGL, and JavaScript. Use when asked to create games, build game engines,
gdpr-compliant · Skill · 37,534 stars
Apply GDPR-compliant engineering practices across your codebase. Use this skill whenever you are designing APIs, writing data models, building authenticati
gen-specs-as-issues · Skill · 37,534 stars
This workflow guides you through a systematic approach to identify missing features, prioritize them, and create detailed specifications for implementation
generate-custom-instructions-from-codebase · Skill · 37,534 stars
Migration and code evolution instructions generator for GitHub Copilot. Analyzes differences between two project versions (branches, commits, or releases)
generate-image · Skill · 37,534 stars
Generate images using AI. Use when asked to generate, create, or make images, textures, icons, sprites, artwork, visual assets, or mockups. Supports OpenAI
geofeed-tuner · Skill · 37,534 stars
Use this skill whenever the user mentions IP geolocation feeds, RFC 8805, geofeeds, or wants help creating, tuning, validating, or publishing a self-publis
gh-attach · Skill · 37,534 stars
Uploads a local file (screenshot, image, PDF, zip, video) to GitHub user-attachments, downloads GitHub user-attachments, and embeds local files in a PR, is
git-commit · Skill · 37,534 stars
Execute git commit with conventional commit message analysis, intelligent staging, and message generation. Use when user asks to commit changes, create a g
git-flow-branch-creator · Skill · 37,534 stars
Intelligent Git Flow branch creator that analyzes git status/diff and creates appropriate branches following the nvie Git Flow branching model.
github-actions-efficiency · Skill · 37,534 stars
Audit GitHub Actions workflow efficiency and recommend fixes to reduce CI minutes and costs.
github-actions-hardening · Skill · 37,534 stars
Security hardening reviewer for GitHub Actions workflow files (.github/workflows/*.yml). Reasons about the Actions threat model that pattern matchers and g
github-actions-runtime-upgrade-conventions · Skill · 37,534 stars
Upgrade GitHub Actions to supported runtimes by selecting safe action versions, preserving workflow behavior, and validating post-upgrade execution.
github-codespaces-efficiency · Skill · 37,534 stars
Audit and improve GitHub Codespaces efficiency. Use this skill when a user wants faster Codespaces startup, lower Codespaces spend, slim devcontainers, rig
github-copilot-starter · Skill · 37,534 stars
Set up complete GitHub Copilot configuration for a new project based on technology stack
github-issues · Skill · 37,534 stars
Create, update, and manage GitHub issues using MCP tools. Use this skill when users want to create bug reports, feature requests, or task issues, update ex
github-release · Skill · 37,534 stars
Guides IA through releasing a new version of a GitHub library end-to-end. Handles SemVer versioning and Keep a Changelog formatting automatically.
gitmoji · Skill · 37,534 stars
Generates commit messages following the gitmoji convention (https://gitmoji.dev) — picks the right emoji for the intent of the change and writes a well-for
go-mcp-server-generator · Skill · 37,534 stars
Generate a complete Go MCP server project with proper structure, dependencies, and implementation using the official github.com/modelcontextprotocol/go-sdk
gsap-framer-scroll-animation · Skill · 37,534 stars
Use this skill whenever the user wants to build scroll animations, scroll effects, parallax, scroll-triggered reveals, pinned sections, horizontal scroll,
gtm-0-to-1-launch · Skill · 37,534 stars
Launch new products from idea to first customers. Use when launching products, finding early adopters, building launch week playbooks, diagnosing why adopt
gtm-ai-gtm · Skill · 37,534 stars
Go-to-market strategy for AI products. Use when positioning AI products, handling "who is responsible when it breaks" objections, pricing variable-cost AI,
gtm-board-and-investor-communication · Skill · 37,534 stars
Board meeting preparation, investor updates, and executive communication. Use when preparing board decks, writing investor updates, handling bad news with
gtm-developer-ecosystem · Skill · 37,534 stars
Build and scale developer-led adoption through ecosystem programs. Use when deciding open vs curated ecosystems, building developer programs, scaling platf
gtm-enterprise-account-planning · Skill · 37,534 stars
Strategic account planning and execution for enterprise deals. Use when planning complex sales cycles, managing multiple stakeholders, applying MEDDICC qua
gtm-enterprise-onboarding · Skill · 37,534 stars
Four-phase framework for onboarding enterprise customers from contract to value realization. Use when implementing new enterprise customers, preventing chu
gtm-operating-cadence · Skill · 37,534 stars
Design meeting rhythms, metric reporting, quarterly planning, and decision-making velocity for scaling companies. Use when decisions are slow, planning is
gtm-partnership-architecture · Skill · 37,534 stars
Build and scale partner ecosystems that drive revenue and platform adoption. Use when building partner programs from scratch, tiering partnerships, managin
gtm-positioning-strategy · Skill · 37,534 stars
Find and own a defensible market position. Use when messaging sounds like competitors, conversion is weak despite awareness, repositioning a product, or te
gtm-product-led-growth · Skill · 37,534 stars
Build self-serve acquisition and expansion motions. Use when deciding PLG vs sales-led, optimizing activation, driving freemium conversion, building growth
gtm-technical-product-pricing · Skill · 37,534 stars
Pricing strategy for technical products. Use when choosing usage-based vs seat-based, designing freemium thresholds, structuring enterprise pricing convers
harness-engineering · Skill · 37,534 stars
Adopt repository-level harness engineering for coding agents. Use when a user wants to prevent repeated AI coding-agent mistakes by turning failures into d
image-annotations · Skill · 37,534 stars
Annotate screenshots, diagrams, and images with callout rectangles, arrows, labels, and color-coded highlights using PIL. Includes rules for animated GIF a
image-manipulation-image-magick · Skill · 37,534 stars
Process and manipulate images using ImageMagick. Supports resizing, format conversion, batch processing, and retrieving image metadata. Use when working wi
impediment-prioritization · Skill · 37,534 stars
Ranks any list of impediments and their countermeasures using a value-stream scoring model (ROI, Cost to Implement, Ease of Deployment, Risk Factor) and a
import-infrastructure-as-code · Skill · 37,534 stars
Import existing Azure resources into Terraform using Azure CLI discovery and Azure Verified Modules (AVM). Use when asked to reverse-engineer live Azure in
incident-postmortem · Skill · 37,534 stars
Use when an outage, production incident, or significant service degradation has occurred and the team needs to write a structured blameless post-mortem. Tr
integrate-context-matic · Skill · 37,534 stars
Discovers and integrates third-party APIs using the context-matic MCP server. Uses `fetch_api` to find available API SDKs, `ask` for integration guidance,
issue-fields-migration · Skill · 37,534 stars
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 when users
java-add-graalvm-native-image-support · Skill · 37,534 stars
GraalVM Native Image expert that adds native image support to Java applications, builds the project, analyzes build errors, applies fixes, and iterates unt
java-docs · Skill · 37,534 stars
Ensure that Java types are documented with Javadoc comments and follow best practices for documentation.
java-helidon · Skill · 37,534 stars
Get best practices for developing applications with Helidon 4 (SE and MP). Use when working with Helidon SE or Helidon MP, HttpService routing, Helidon DB
java-junit · Skill · 37,534 stars
Get best practices for JUnit 5 unit testing, including data-driven tests
java-mcp-server-generator · Skill · 37,534 stars
Generate a complete Model Context Protocol server project in Java using the official MCP Java SDK with reactive streams and optional Spring Boot integratio
java-refactoring-extract-method · Skill · 37,534 stars
Refactoring using Extract Methods in Java Language
java-refactoring-remove-parameter · Skill · 37,534 stars
Refactoring using Remove Parameter in Java Language
java-springboot · Skill · 37,534 stars
Get best practices for developing applications with Spring Boot.
javascript-typescript-jest · Skill · 37,534 stars
Best practices for writing JavaScript/TypeScript tests using Jest, including mocking strategies, test structure, and common patterns.
javax-to-jakarta-migration · Skill · 37,534 stars
Migrate Java code from javax.* to jakarta.* namespace. Use when upgrading to Tomcat 11, Jakarta EE 10, or when javax imports are detected in the codebase.
kotlin-mcp-server-generator · Skill · 37,534 stars
Generate a complete Kotlin MCP server project with proper structure, dependencies, and implementation using the official io.modelcontextprotocol:kotlin-sdk
kotlin-springboot · Skill · 37,534 stars
Get best practices for developing applications with Spring Boot and Kotlin.
latchshot-page-capture · Skill · 37,534 stars
Use this skill when a user needs a screenshot, website thumbnail, full-page capture, or PDF of a public HTTP(S) webpage saved as a local artifact through L
legacy-circuit-mockups · Skill · 37,534 stars
Generate breadboard circuit mockups and visual diagrams using HTML5 Canvas drawing techniques. Use when asked to create circuit layouts, visualize electron
linkedin-post-formatter · Skill · 37,534 stars
Format and draft compelling LinkedIn posts using Unicode bold/italic styling, visual separators, structured sections, and engagement-optimized patterns. US
lsp-setup · Skill · 37,534 stars
Enable code intelligence (go-to-definition, find-references, hover, type info) for any programming language by installing and configuring an LSP server for
make-repo-contribution · Skill · 37,534 stars
All changes to code must follow the guidance documented in the repository. Before any issue is filed, branch is made, commits generated, or pull request (o
markdown-to-html · Skill · 37,534 stars
Convert Markdown files to HTML similar to `marked.js`, `pandoc`, `gomarkdown/markdown`, or similar tools; or writing custom script to convert markdown to h
markstream-install · Skill · 37,534 stars
Install and configure Markstream streaming Markdown renderers for Vue, React, Svelte, Angular, Nuxt, and Vue 2 applications. Use for package selection, min
mcp-cli · Skill · 37,534 stars
Interface for MCP (Model Context Protocol) servers via CLI. Use when you need to interact with external tools, APIs, or data sources through MCP servers, l
mcp-copilot-studio-server-generator · Skill · 37,534 stars
Generate a complete MCP server implementation optimized for Copilot Studio integration with proper schema constraints and streamable HTTP support
mcp-create-adaptive-cards · Skill · 37,534 stars
Skill converted from mcp-create-adaptive-cards.prompt.md
mcp-create-declarative-agent · Skill · 37,534 stars
Skill converted from mcp-create-declarative-agent.prompt.md
mcp-deploy-manage-agents · Skill · 37,534 stars
Skill converted from mcp-deploy-manage-agents.prompt.md
mcp-implementation-security-review · Skill · 37,534 stars
Review the implementation source code of MCP (Model Context Protocol) servers, clients, and tool handlers against a security baseline — authentication, ses
mcp-release-qa · Skill · 37,534 stars
Verify an MCP server before release by exercising a real protocol session, comparing runtime capabilities with source and documentation, testing failure pa
mcp-security-audit · Skill · 37,534 stars
Audit MCP (Model Context Protocol) server configurations for security issues. Use this skill when: - Reviewing .mcp.json files for security risks - Checkin
md-to-docx · Skill · 37,534 stars
Convert Markdown files to professionally formatted Word (.docx) documents with embedded PNG images — pure JavaScript, no external tools required
meeting-minutes · Skill · 37,534 stars
Generate concise, actionable meeting minutes for internal meetings. Includes metadata, attendees, agenda, decisions, action items (owner + due date), and f
memory-merger · Skill · 37,534 stars
Merges mature lessons from a domain memory file into its instruction file. Syntax: `/memory-merger >domain [scope]` where scope is `global` (default), `use
mentoring-juniors · Skill · 37,534 stars
Socratic mentoring for junior developers and AI newcomers. Guides through questions, never answers. Triggers: "help me understand", "explain this code", "I
microsoft-agent-framework · Skill · 37,534 stars
Create, update, refactor, explain, or review Microsoft Agent Framework solutions using shared guidance plus language-specific references for .NET and Pytho
microsoft-code-reference · Skill · 37,534 stars
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
microsoft-docs · Skill · 37,534 stars
Query official Microsoft documentation to find concepts, tutorials, and code examples across Azure, .NET, Agent Framework, Aspire, VS Code, GitHub, and mor
microsoft-skill-creator · Skill · 37,534 stars
Create agent skills for Microsoft technologies using Learn MCP tools. Use when users want to create a skill that teaches agents about any Microsoft technol
migrating-oracle-to-postgres-stored-procedures · Skill · 37,534 stars
Migrates Oracle PL/SQL stored procedures to PostgreSQL PL/pgSQL. Translates Oracle-specific syntax, preserves method signatures and type-anchored parameter
minecraft-plugin-development · Skill · 37,534 stars
Use this skill when building or modifying Minecraft server plugins for Paper, Spigot, or Bukkit, including plugin.yml setup, commands, listeners, scheduler
mini-context-graph · Skill · 37,534 stars
A persistent, compounding knowledge base combining Karpathy's LLM Wiki pattern with a structured knowledge graph. Ingest documents once — the LLM writes wi
mkdocs-translations · Skill · 37,534 stars
Generate a language translation for a mkdocs documentation stack.
msgraph-sdk · Skill · 37,534 stars
Integrate Microsoft Graph SDK into any project — .NET, TypeScript/JavaScript, or Python. Covers auth patterns (client credentials, OBO, managed identity),
msstore-cli · Skill · 37,534 stars
Microsoft Store Developer CLI (msstore) for publishing Windows applications to the Microsoft Store. Use when asked to configure Store credentials, list Sto
multi-stage-dockerfile · Skill · 37,534 stars
Create optimized multi-stage Dockerfiles for any language or framework
mvvm-toolkit · Skill · 37,534 stars
CommunityToolkit.Mvvm (the MVVM Toolkit) core: source generators ([ObservableProperty], [RelayCommand], [NotifyPropertyChangedFor], [NotifyCanExecuteChange
mvvm-toolkit-di · Skill · 37,534 stars
Wire CommunityToolkit.Mvvm ViewModels into Microsoft.Extensions.DependencyInjection. Covers the .NET Generic Host composition root, constructor injection,
mvvm-toolkit-messenger · Skill · 37,534 stars
CommunityToolkit.Mvvm Messenger pub/sub for decoupled communication between ViewModels (or any objects). Covers WeakReferenceMessenger vs StrongReferenceMe
namecheap · Skill · 37,534 stars
Manage DNS records for domains registered with Namecheap via their API. List domains, view/add/update/remove DNS host entries (A, AAAA, CNAME, MX, TXT, etc
nano-banana-pro-openrouter · Skill · 37,534 stars
Generate or edit images via OpenRouter with the Gemini 3 Pro Image model. Use for prompt-only image generation, image edits, and multi-image compositing; s
napkin · Skill · 37,534 stars
Visual whiteboard collaboration for Copilot CLI. Creates an interactive whiteboard that opens in your browser — draw, sketch, add sticky notes, then share
next-intl-add-language · Skill · 37,534 stars
Add new language to a Next.js + next-intl application
noob-mode · Skill · 37,534 stars
Plain-English translation layer for non-technical Copilot CLI users. Translates every approval prompt, error message, and technical output into clear, jarg
nuget-manager · Skill · 37,534 stars
Manage NuGet packages in .NET projects/solutions. Use this skill when adding, removing, or updating NuGet package versions. It enforces using `dotnet` CLI
onboard-context-matic · Skill · 37,534 stars
Interactive onboarding tour for the context-matic MCP server. Walks the user through what the server does, shows all available APIs, lets them pick one to
oo-component-documentation · Skill · 37,534 stars
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 · Skill · 37,534 stars
Generate a complete, production-ready application from an OpenAPI specification
optimize-simplicite-logs · Skill · 37,534 stars
capability to parse Simplicité logs from a raw `.txt` file, filter fields to reduce noise, and output the result as structured JSON.
pdftk-server · Skill · 37,534 stars
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, encrypt or d
penpot-uiux-design · Skill · 37,534 stars
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, mobile,
performance-review-writer · Skill · 37,534 stars
Draft performance reviews, self-assessments, peer reviews, and upward feedback in your own voice. Analyzes your contributions, emails, and meeting history
pester-migration · Skill · 37,534 stars
Pester migration skill for upgrading PowerShell Pester test suites across major versions — v3→v4, v4→v5, and v5→v6. Covers the Discovery/Run two-phase mode
pester-should-migration · Skill · 37,534 stars
Experimental (preview) Pester skill for migrating classic Should -Be (v5) assertion syntax to the new Should-* (v6) assertions (note the hyphen, no space),
phoenix-cli · Skill · 37,534 stars
Debug LLM applications using the Phoenix CLI. Fetch traces, analyze errors, structure trace review with open coding and axial coding, inspect datasets, rev
phoenix-evals · Skill · 37,534 stars
Build and run evaluators for AI/LLM applications using Phoenix.
phoenix-tracing · Skill · 37,534 stars
OpenInference semantic conventions and instrumentation for Phoenix AI observability. Use when implementing LLM tracing, creating custom spans, or deploying
php-mcp-server-generator · Skill · 37,534 stars
Generate a complete PHP Model Context Protocol server project with tools, resources, prompts, and tests using the official PHP SDK
pinecone-rag · Skill · 37,534 stars
Build production RAG pipelines and persistent agent memory using Pinecone as the vector database backend. ALWAYS USE THIS SKILL when the user mentions Pine
planning-oracle-to-postgres-migration-integration-testing · Skill · 37,534 stars
Creates an integration testing plan for .NET data access artifacts during Oracle-to-PostgreSQL database migrations. Analyzes a single project to identify r
plantuml-ascii · Skill · 37,534 stars
Generate ASCII art diagrams using PlantUML text mode. Use when user asks to create ASCII diagrams, text-based diagrams, terminal-friendly diagrams, or ment
playwright-automation-fill-in-form · Skill · 37,534 stars
Automate filling in a form using Playwright MCP
playwright-explore-website · Skill · 37,534 stars
Website exploration for testing using Playwright MCP
playwright-generate-test · Skill · 37,534 stars
Generate a Playwright test based on a scenario using Playwright MCP
postgresql-code-review · Skill · 37,534 stars
PostgreSQL-specific code review assistant focusing on PostgreSQL best practices, anti-patterns, and unique quality standards. Covers JSONB operations, arra
postgresql-optimization · Skill · 37,534 stars
PostgreSQL-specific development assistant focusing on unique PostgreSQL features, advanced data types, and PostgreSQL-exclusive capabilities. Covers JSONB
power-apps-code-app-scaffold · Skill · 37,534 stars
Scaffold a complete Power Apps Code App project with PAC CLI setup, SDK integration, and connector configuration
power-bi-dax-optimization · Skill · 37,534 stars
Comprehensive Power BI DAX formula optimization prompt for improving performance, readability, and maintainability of DAX calculations.
power-bi-model-design-review · Skill · 37,534 stars
Comprehensive Power BI data model design review prompt for evaluating model architecture, relationships, and optimization opportunities.
power-bi-performance-troubleshooting · Skill · 37,534 stars
Systematic Power BI performance troubleshooting prompt for identifying, diagnosing, and resolving performance issues in Power BI models, reports, and queri
power-bi-report-design-consultation · Skill · 37,534 stars
Power BI report visualization design prompt for creating effective, user-friendly, and accessible reports with optimal chart selection and layout design.
power-platform-architect · Skill · 37,534 stars
Use this skill when the user needs to transform business requirements, use case descriptions, or meeting transcripts into a technical Power Platform soluti
power-platform-mcp-connector-suite · Skill · 37,534 stars
Generate complete Power Platform custom connector with MCP integration for Copilot Studio - includes schema generation, troubleshooting, and validation
powerbi-modeling · Skill · 37,534 stars
Power BI semantic modeling assistant for building optimized data models. Use when working with Power BI semantic models, creating measures, designing star
pr-dashboard · Skill · 37,534 stars
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 check PR
pr-screenshots · Skill · 37,534 stars
Embed before/after screenshots and annotated images in pull request descriptions. Covers PR description patterns, image upload for Azure DevOps and GitHub,
prd · Skill · 37,534 stars
Generate high-quality Product Requirements Documents (PRDs) for software systems and AI-powered features. Includes executive summaries, user stories, techn
premium-frontend-ui · Skill · 37,534 stars
A comprehensive guide for GitHub Copilot to craft immersive, high-performance web experiences with advanced motion, typography, and architectural craftsman
project-workflow-analysis-blueprint-generator · Skill · 37,534 stars
Comprehensive technology-agnostic prompt generator for documenting end-to-end application workflows. Automatically detects project architecture patterns, t
prompt-optimizer · Skill · 37,534 stars
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 interface — NO
publish-to-pages · Skill · 37,534 stars
Publish presentations and web content to GitHub Pages. Converts PPTX, PDF, HTML, or Google Slides to a live GitHub Pages URL. Handles repo creation, file c
pytest-coverage · Skill · 37,534 stars
Run pytest tests with coverage, discover lines missing coverage, and increase coverage to 100%.
python-azure-iot-edge-modules · Skill · 37,534 stars
Build and operate Python Azure IoT Edge modules with robust messaging, deployment manifests, observability, and production readiness checks.
python-mcp-server-generator · Skill · 37,534 stars
Generate a complete MCP server project in Python with tools, resources, and proper configuration
python-pypi-package-builder · Skill · 37,534 stars
End-to-end skill for building, testing, linting, versioning, and publishing a production-grade Python library to PyPI. Covers all four build backends (setu
qdrant-clients-sdk · Skill · 37,534 stars
Qdrant provides client SDKs for various programming languages, allowing easy integration with Qdrant deployments.
qdrant-deployment-options · Skill · 37,534 stars
Guides Qdrant deployment selection. Use when someone asks 'how to deploy Qdrant', 'Docker vs Cloud', 'local mode', 'embedded Qdrant', 'Qdrant EDGE', 'which
qdrant-model-migration · Skill · 37,534 stars
Guides embedding model migration in Qdrant without downtime. Use when someone asks 'how to switch embedding models', 'how to migrate vectors', 'how to upda
qdrant-monitoring · Skill · 37,534 stars
Guides Qdrant monitoring and observability setup. Use when someone asks 'how to monitor Qdrant', 'what metrics to track', 'is Qdrant healthy', 'optimizer s
qdrant-performance-optimization · Skill · 37,534 stars
Different techniques to optimize the performance of Qdrant, including indexing strategies, query optimization, and hardware considerations. Use when you wa
qdrant-scaling · Skill · 37,534 stars
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 is slow
qdrant-search-quality · Skill · 37,534 stars
Diagnoses and improves Qdrant search relevance. Use when someone reports 'search results are bad', 'wrong results', 'low precision', 'low recall', 'irrelev
qdrant-version-upgrade · Skill · 37,534 stars
Guidance on how to upgrade your Qdrant version without interrupting the availability of your application and ensuring data integrity.
quality-playbook · Skill · 37,534 stars
Run a complete quality engineering audit on any codebase. Derives behavioral requirements from the code, generates spec-traced functional tests, runs a thr
quasi-coder · Skill · 37,534 stars
Expert 10x engineer skill for interpreting and implementing code from shorthand, quasi-code, and natural language descriptions. Use when collaborators prov
react-audit-grep-patterns · Skill · 37,534 stars
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 whenever r
react-container-presentation-component · Skill · 37,534 stars
Create a React component using the Container/Presentation pattern in src/components by asking for the component name and type (ui or features), then scaffo
react18-batching-patterns · Skill · 37,534 stars
Provides exact patterns for diagnosing and fixing automatic batching regressions in React 18 class components. Use this skill whenever a class component ha
react18-dep-compatibility · Skill · 37,534 stars
React 18.3.1 and React 19 dependency compatibility matrix.
react18-enzyme-to-rtl · Skill · 37,534 stars
Provides exact Enzyme → React Testing Library migration patterns for React 18 upgrades. Use this skill whenever Enzyme tests need to be rewritten - shallow
react18-legacy-context · Skill · 37,534 stars
Provides the complete migration pattern for React legacy context API (contextTypes, childContextTypes, getChildContext) to the modern createContext API. Us
react18-lifecycle-patterns · Skill · 37,534 stars
Provides exact before/after migration patterns for the three unsafe class component lifecycle methods - componentWillMount, componentWillReceiveProps, and
react18-string-refs · Skill · 37,534 stars
Provides exact migration patterns for React string refs (ref="name" + this.refs.name) to React.createRef() in class components. Use this skill whenever mig
react19-concurrent-patterns · Skill · 37,534 stars
Preserve React 18 concurrent patterns and adopt React 19 APIs (useTransition, useDeferredValue, Suspense, use(), useOptimistic, Actions) during migration.
react19-source-patterns · Skill · 37,534 stars
Reference for React 19 source-file migration patterns, including API changes, ref handling, and context updates.
react19-test-patterns · Skill · 37,534 stars
Provides before/after patterns for migrating test files to React 19 compatibility, including act() imports, Simulate removal, and StrictMode call count cha
readme-blueprint-generator · Skill · 37,534 stars
Intelligent README.md generation prompt that analyzes project documentation structure and creates comprehensive repository documentation. Scans .github/cop
refactor · Skill · 37,534 stars
Surgical code refactoring to improve maintainability without changing behavior. Covers extracting functions, renaming variables, breaking down god function
refactor-method-complexity-reduce · Skill · 37,534 stars
Refactor given method `${input:methodName}` to reduce its cognitive complexity to `${input:complexityThreshold}` or below, by extracting helper methods.
refactor-plan · Skill · 37,534 stars
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 multiple
remember · Skill · 37,534 stars
Transforms lessons learned into domain-organized memory instructions (global or workspace). Syntax: `/remember [>domain [scope]] lesson clue` where scope i
remember-interactive-programming · Skill · 37,534 stars
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 Backse
repo-story-time · Skill · 37,534 stars
Generate a comprehensive repository summary and narrative story from commit history
resemble-detect · Skill · 37,534 stars
Deepfake detection and media safety — detect AI-generated audio, images, video, and text, trace synthesis sources, apply watermarks, verify speaker identit
review-and-refactor · Skill · 37,534 stars
Review and refactor code in your project according to defined instructions
reviewing-oracle-to-postgres-migration · Skill · 37,534 stars
Identifies Oracle-to-PostgreSQL migration risks by cross-referencing code against known behavioral differences (empty strings, refcursors, type coercion, s
rhino3d-scripts · Skill · 37,534 stars
Authoring and debugging scripts for Rhinoceros 3D (Rhino 8 and later). Use when asked to write RhinoScript (VBScript / .rvb / .vbs), RhinoPython, or RhinoC
roundup · Skill · 37,534 stars
Generate personalized status briefings on demand. Pulls from your configured data sources (GitHub, email, Teams, Slack, and more), synthesizes across them,
roundup-setup · Skill · 37,534 stars
Interactive onboarding that learns your communication style, audiences, and data sources to configure personalized status briefings. Paste in examples of u
ruby-mcp-server-generator · Skill · 37,534 stars
Generate a complete Model Context Protocol server project in Ruby using the official MCP Ruby SDK gem.
ruff-recursive-fix · Skill · 37,534 stars
Run Ruff checks with optional scope and rule overrides, apply safe and unsafe autofixes iteratively, review each change, and resolve remaining findings wit
rust-mcp-server-generator · Skill · 37,534 stars
Generate a complete Rust Model Context Protocol server project with tools, prompts, resources, and tests using the official rmcp SDK
salesforce-apex-quality · Skill · 37,534 stars
Apex code quality guardrails for Salesforce development. Enforces bulk-safety rules (no SOQL/DML in loops), sharing model requirements, CRUD/FLS security,
salesforce-component-standards · Skill · 37,534 stars
Quality standards for Salesforce Lightning Web Components (LWC), Aura components, and Visualforce pages. Covers SLDS 2 compliance, accessibility (WCAG 2.1
salesforce-flow-design · Skill · 37,534 stars
Salesforce Flow architecture decisions, flow type selection, bulk safety validation, and fault handling standards. Use this skill when designing or reviewi
sandbox-npm-install · Skill · 37,534 stars
Install npm packages in a Docker sandbox environment. Use this skill whenever you need to install, reinstall, or update node_modules inside a container whe
scaffolding-oracle-to-postgres-migration-test-project · Skill · 37,534 stars
Scaffolds an xUnit integration test project targeting Oracle in .NET solutions. Creates the test project, transaction-rollback base class, and seed data ma
scoutqa-test · Skill · 37,534 stars
This skill should be used when the user asks to "test this website", "run exploratory testing", "check for accessibility issues", "verify the login flow wo
screen-recording · Skill · 37,534 stars
Create annotated animated GIF demos and screen recordings for pull requests and documentation. Covers frame capture, timing, imageio-based GIF creation, an
secret-scanning · Skill · 37,534 stars
Guide for configuring and managing GitHub secret scanning, push protection, custom patterns, and secret alert remediation. For pre-commit secret scanning i
security-review · Skill · 37,534 stars
AI-powered codebase security scanner that reasons about code like a security researcher — tracing data flows, understanding component interactions, and cat
semantic-kernel · Skill · 37,534 stars
Create, update, refactor, explain, or review Semantic Kernel solutions using shared guidance plus language-specific references for .NET and Python.
setup-my-iq · Skill · 37,534 stars
Create, set up, or update the personal context portfolio: structured markdown files describing who you are, how you work, your teams, and your tool/ADO con
shopify-review-triage · Skill · 37,534 stars
Use this skill when someone wants public Shopify App Store reviews, low-star reviews, or merchant feedback triaged, prioritized, clustered, or turned into
shuffle-json-data · Skill · 37,534 stars
Shuffle repetitive JSON objects safely by validating schema consistency before randomising entries.
signal-write · Skill · 37,534 stars
Emit structured agent signals — hands-up, blocked, done, checkpoint, partnership. Signals are written as JSON to .signals/ for dashboard consumption and no
skills · Collection · 37,534 stars
skills · Collection · 37,534 stars
slang-shader-engineer · Skill · 37,534 stars
Use when working with Slang shaders, shader modules, HLSL-compatible GPU code, graphics pipelines, compute shaders, tessellation, ray tracing, parameter bl
snowflake-semanticview · Skill · 37,534 stars
Create, alter, and validate Snowflake semantic views using Snowflake CLI (snow). Use when asked to build or troubleshoot semantic views/semantic layer defi
sponsor-finder · Skill · 37,534 stars
Find which of a GitHub repository's dependencies are sponsorable via GitHub Sponsors. Uses deps.dev API for dependency resolution across npm, PyPI, Cargo,
spring-boot-testing · Skill · 37,534 stars
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 · Skill · 37,534 stars
Universal SQL code review assistant that performs comprehensive security, maintainability, and code quality analysis across all SQL databases (MySQL, Postg
sql-optimization · Skill · 37,534 stars
Universal SQL performance optimization assistant for comprehensive query tuning, indexing strategies, and database performance analysis across all SQL data
sql-server-table-reconciliation · Skill · 37,534 stars
Use when: comparing SQL Server tables across instances, data migration validation, ETL verification, row mismatch detection, schema drift, reconciliation r
ssma-console · Skill · 37,534 stars
Use when: SSMA console operations — create project, generate assessment report, convert schema, migrate data, Oracle to SQL Server migration, schema conver
steno-mode · Skill · 37,534 stars
Shorthand-first response compression that cuts ~40% of response tokens while preserving technical precision and exact literals. Use when the user says "ste
structured-autonomy-generate · Skill · 37,534 stars
Structured Autonomy Implementation Generator Prompt
structured-autonomy-implement · Skill · 37,534 stars
Structured Autonomy Implementation Prompt
structured-autonomy-plan · Skill · 37,534 stars
Structured Autonomy Planning Prompt
suggest-awesome-github-copilot-agents · Skill · 37,534 stars
Suggest relevant GitHub Copilot Custom Agents files from the awesome-copilot repository based on current repository context and chat history, avoiding dupl
suggest-awesome-github-copilot-instructions · Skill · 37,534 stars
Suggest relevant GitHub Copilot instruction files from the awesome-copilot repository based on current repository context and chat history, avoiding duplic
suggest-awesome-github-copilot-skills · Skill · 37,534 stars
Suggest relevant GitHub Copilot skills from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates with e
swift-mcp-server-generator · Skill · 37,534 stars
Generate a complete Model Context Protocol server project in Swift using the official MCP Swift SDK package.
technical-job-search · Skill · 37,534 stars
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 a cover
technology-stack-blueprint-generator · Skill · 37,534 stars
Comprehensive technology stack blueprint generator that analyzes codebases to create detailed architectural documentation. Automatically detects technology
terraform-azurerm-set-diff-analyzer · Skill · 37,534 stars
Analyze Terraform plan JSON output for AzureRM Provider to distinguish between false-positive diffs (order-only changes in Set-type attributes) and actual
threat-model-analyst · Skill · 37,534 stars
Full STRIDE-A threat model analysis and incremental update skill for repositories and systems. Supports two modes: (1) Single analysis — full STRIDE-A thre
tiny-stepping · Skill · 37,534 stars
Incremental development workflow that makes the smallest meaningful change per step and pauses for feedback, so the direction gets validated early before c
tldr-prompt · Skill · 37,534 stars
Create tldr summaries for GitHub Copilot files (prompts, agents, instructions, collections), MCP servers, or documentation from URLs and queries.
tm7-threat-model · Skill · 37,534 stars
Creates valid Microsoft Threat Modeling Tool (.tm7) files compatible with the Microsoft Threat Modeling Tool v7.3+. Use this skill whenever asked to create
transloadit-media-processing · Skill · 37,534 stars
Process media files (video, audio, images, documents) using Transloadit. Use when asked to encode video to HLS/MP4, generate thumbnails, resize or watermar
typescript-mcp-server-generator · Skill · 37,534 stars
Generate a complete MCP server project in TypeScript using the MCP TypeScript SDK v2 (@modelcontextprotocol/server) with tools, resources, and proper confi
typespec-api-operations · Skill · 37,534 stars
Add GET, POST, PATCH, and DELETE operations to a TypeSpec API plugin with proper routing, parameters, and adaptive cards
typespec-create-agent · Skill · 37,534 stars
Generate a complete TypeSpec declarative agent with instructions, capabilities, and conversation starters for Microsoft 365 Copilot
typespec-create-api-plugin · Skill · 37,534 stars
Generate a TypeSpec API plugin with REST operations, authentication, and Adaptive Cards for Microsoft 365 Copilot
ui-screenshots · Skill · 37,534 stars
Capture screenshots of web apps during development using Playwright and PIL. Supports full-page captures, interactive states, and an iterate-on-crop workfl
unit-test-vue-pinia · Skill · 37,534 stars
Write and review unit tests for Vue 3 + TypeScript + Vitest + Pinia codebases. Use when creating or updating tests for components, composables, and stores;
update-avm-modules-in-bicep · Skill · 37,534 stars
Update Azure Verified Modules (AVM) to latest versions in Bicep files.
update-implementation-plan · Skill · 37,534 stars
Update an existing implementation plan file with new or update requirements to provide new features, refactoring existing code or upgrading packages, desig
update-llms · Skill · 37,534 stars
Update the llms.txt file in the root folder to reflect changes in documentation or specifications following the llms.txt specification at https://llmstxt.o
update-markdown-file-index · Skill · 37,534 stars
Update a markdown file section with an index/table of files from a specified folder.
update-specification · Skill · 37,534 stars
Update an existing specification file for the solution, optimized for Generative AI consumption based on new requirements or updates to any existing code.
vardoger-analyze · Skill · 37,534 stars
Use when the user asks to personalize the GitHub Copilot CLI assistant, adapt Copilot to their style, use vardoger, or analyze their Copilot CLI conversati
vcpkg · Skill · 37,534 stars
Guide for setting up vcpkg in C++ projects, managing dependency versions, and cross-compiling. Covers manifest initialization, CMake and Visual Studio inte
verify-agent-action · Skill · 37,534 stars
Review a proposed AI-agent action or human-approval packet before execution. Use when an agent wants to run a consequential tool, command, deployment, mess
vscode-ext-commands · Skill · 37,534 stars
Guidelines for contributing commands in VS Code extensions. Indicates naming convention, visibility, localization and other relevant attributes, following
vscode-ext-localization · Skill · 37,534 stars
Guidelines for proper localization of VS Code extensions, following VS Code extension development guidelines, libraries and good practices
web-design-reviewer · Skill · 37,534 stars
This skill enables visual inspection of websites running locally or remotely to identify and fix design issues. Triggers on requests like "review website d
webapp-testing · Skill · 37,534 stars
Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturi
webmcpify · Skill · 37,534 stars
Make a web app agent-ready — propose a WebMCP tool manifest, integrate, verify in a real browser, heal; unrelated code stays untouched. Use for "webmcpify"
what-context-needed · Skill · 37,534 stars
Ask Copilot what files it needs to see before answering a question
winmd-api-search · Skill · 37,534 stars
Find and explore Windows desktop APIs. Use when building features that need platform capabilities — camera, file access, notifications, UI controls, AI/ML,
winui3-migration-guide · Skill · 37,534 stars
UWP-to-WinUI 3 migration reference. Maps legacy UWP APIs to correct Windows App SDK equivalents with before/after code snippets. Covers namespace changes,
workiq-copilot · Skill · 37,534 stars
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 context
workshop-create · Skill · 37,534 stars
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) create a n
write-coding-standards-from-file · Skill · 37,534 stars
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.
x-twitter-scraper · Skill · 37,534 stars
Build GitHub Copilot workflows with Xquik X API SDKs, REST endpoints, hosted Apify Actor runs, MCP tools, TweetClaw OpenClaw plugin installs, signed webhoo
gh-stack · Skill · 1,139 stars
Manages stacked PRs and splits multi-part work into reviewable branches with gh-stack. Use for stack creation, viewing, edits, push, submit, sync, rebase,
gh-stack · Collection · 1,139 stars
skills · Collection · 1,139 stars
bug-receipt · Skill
Close defects and incidents with a BUG RECEIPT and VERIFIED, PARTIAL, or BLOCKED status after diagnosis, repair, or recovery.
d365-solution-blueprint · Skill
Authors a Dynamics 365 Finance and Supply Chain Management Solution Blueprint from scratch through a structured, section-by-section architect interview, es
daily-focus-board · Skill
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 track stat
docs-sync-audit · Skill
Run a read-only documentation drift audit for a feature, PR, branch, release, API, configuration change, workflow, CLI, package, or repository area. Use wh
gem-devops-guidelines · Skill
Design or review infrastructure, deployment, CI/CD, Docker, Kubernetes, health checks, rollback, feature flags, production readiness, and mobile release wo
landing-page-conversion-audit · Skill
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 review,
migrating-oracle-to-postgres-data-access-code · Skill
Migrates .NET/C# data access code from Oracle to PostgreSQL (Npgsql). Replaces Oracle NuGet packages, rewrites OracleConnection/OracleCommand/OracleDataRea
poka-yoke · Skill
Mistake-proof code so misuse cannot be expressed, rather than warning against it. Use when designing an interface, schema, or state machine and the user wa
repo-standardizer · Skill
Polish any GitHub repository's surface — labels (emoji rating tiers, P0–P3 priority, impact severity), issue forms, PR template, CI workflows, CODEOWNERS,
resx-source-generator-migration · Skill
Migrates a project that uses checked-in .designer.cs files behind .resx to using a source-generator instead
roslyn-analyzers · Skill
Build, review, debug, package, and test Roslyn diagnostic analyzers, code fix providers, and incremental source generators. Use for DiagnosticAnalyzer, Cod
server-side-conversion-tracking · Skill
Set up server-side conversion tracking so purchases are reported accurately to Facebook, TikTok, Google and Bing despite iOS restrictions, ad blockers and
speak-summary · Skill
Convert text, markdown, or a summary produced by another skill into a listenable MP3 using local CPU-only neural text-to-speech. Rewrites written prose for
system-commandline-cli · Skill
Use this skill when adding, modifying, or reviewing CLI commands in a .NET project built with System.CommandLine. Triggers include: creating a new CLI comm
test-gap-audit · Skill
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 identify impo
tugboat · Skill
Anxiety-aware, evidence-driven collaboration for stalled or high-stakes work when a user says uncertainty, repeated setbacks, or lack of visible progress i
upstash-redis · Skill
Use Redis over HTTP from serverless and edge runtimes with @upstash/redis, and add rate limiting with @upstash/ratelimit. Use when the user mentions Upstas

Browse the @skills marketplace