README.skills.md

🎯 Agent Skills

Agent Skills are self-contained folders with instructions and bundled resources that enhance AI capabilities for specialized tasks. Based on the Agent Skills specification, each skill contains a SKILL.md file with detailed instructions that agents load on-demand.

Skills differ from other primitives by supporting bundled assets (scripts, code samples, reference data) that agents can utilize when performing specialized tasks.

How to Contribute

See CONTRIBUTING.md for guidelines on how to contribute new agent skills, improve existing ones, and share your use cases.

How to Use Agent Skills

What's Included:

• Each skill is a folder containing a SKILL.md instruction file
• Skills may include helper scripts, code templates, or reference data
• Skills follow the Agent Skills specification for maximum compatibility

When to Use:

• Skills are ideal for complex, repeatable workflows that benefit from bundled resources
• Use skills when you need code templates, helper utilities, or reference data alongside instructions
• Skills provide progressive disclosure - loaded only when needed for specific tasks

Usage:

• Browse the skills table below to find relevant capabilities
• Install a skill using the GitHub CLI: gh skills install github/awesome-copilot <skill-name> (requires GitHub CLI v2.90.0+)
• Or copy the skill folder manually to your local skills directory
• Reference skills in your prompts or let the agent discover them automatically

Name	Description	Bundled Assets
acquire-codebase-knowledge gh skills install github/awesome-copilot acquire-codebase-knowledge	Use this skill when the user explicitly asks to map, document, or onboard into an existing codebase. Trigger for prompts like "map this codebase", "document this architecture", "onboard me to this repo", or "create codebase docs". Do not trigger for routine feature implementation, bug fixes, or narrow code edits unless the user asks for repository-level discovery.	assets/templates references/inquiry-checkpoints.md references/stack-detection.md scripts/scan.py
add-educational-comments gh skills install github/awesome-copilot add-educational-comments	Add educational comments to the file specified, or prompt asking for file to comment if one is not provided.	None
adobe-illustrator-scripting gh skills install github/awesome-copilot adobe-illustrator-scripting	Write, debug, and optimize Adobe Illustrator automation scripts using ExtendScript (JavaScript/JSX). Use when creating or modifying scripts that manipulate documents, layers, paths, text frames, colors, symbols, artboards, or any Illustrator DOM objects. Covers the complete JavaScript object model, coordinate system, measurement units, export workflows, and scripting best practices.	references/object-model-quick-reference.md scripts/batch-export-png.jsx scripts/create-color-grid.jsx scripts/find-replace-text.jsx
agent-governance gh skills install github/awesome-copilot agent-governance	Patterns and techniques for adding governance, safety, and trust controls to AI agent systems. Use this skill when: - Building AI agents that call external tools (APIs, databases, file systems) - Implementing policy-based access controls for agent tool usage - Adding semantic intent classification to detect dangerous prompts - Creating trust scoring systems for multi-agent workflows - Building audit trails for agent actions and decisions - Enforcing rate limits, content filters, or tool restrictions on agents - Working with any agent framework (PydanticAI, CrewAI, OpenAI Agents, LangChain, AutoGen)	None
agent-owasp-compliance gh skills install github/awesome-copilot agent-owasp-compliance	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 posture before production deployment - Running a compliance check against OWASP ASI 2026 standards - Mapping existing security controls to the 10 agentic risks - Generating a compliance report for security review or audit - Comparing agent framework security features against the standard - Any request like "is my agent OWASP compliant?", "check ASI compliance", or "agentic security audit"	None
agent-supply-chain gh skills install github/awesome-copilot agent-supply-chain	Verify supply chain integrity for AI agent plugins, tools, and dependencies. Use this skill when: - Generating SHA-256 integrity manifests for agent plugins or tool packages - Verifying that installed plugins match their published manifests - Detecting tampered, modified, or untracked files in agent tool directories - Auditing dependency pinning and version policies for agent components - Building provenance chains for agent plugin promotion (dev → staging → production) - Any request like "verify plugin integrity", "generate manifest", "check supply chain", or "sign this plugin"	None
agentic-eval gh skills install github/awesome-copilot agentic-eval	Patterns and techniques for evaluating and improving AI agent outputs. Use this skill when: - Implementing self-critique and reflection loops - Building evaluator-optimizer pipelines for quality-critical generation - Creating test-driven code refinement workflows - Designing rubric-based or LLM-as-judge evaluation systems - Adding iterative improvement to agent outputs (code, reports, analysis) - Measuring and improving agent response quality	None
ai-prompt-engineering-safety-review gh skills install github/awesome-copilot ai-prompt-engineering-safety-review	Comprehensive AI prompt engineering safety review and improvement prompt. Analyzes prompts for safety, bias, security vulnerabilities, and effectiveness while providing detailed improvement recommendations with extensive frameworks, testing methodologies, and educational content.	None
ai-team-orchestration gh skills install github/awesome-copilot ai-team-orchestration	Bootstrap and run a multi-agent AI development team. Use when: starting a new software project with AI agents, setting up parallel dev/QA teams, creating sprint plans, writing brainstorm prompts with distinct agent voices, recovering a project workflow, or planning sprints.	references/anti-patterns.md references/brainstorm-format.md references/project-brief-template.md references/sprint-plan-template.md
appinsights-instrumentation gh skills install github/awesome-copilot appinsights-instrumentation	Instrument a webapp to send useful telemetry data to Azure App Insights	LICENSE.txt examples references/ASPNETCORE.md references/AUTO.md references/NODEJS.md references/PYTHON.md scripts/appinsights.ps1
apple-appstore-reviewer gh skills install github/awesome-copilot apple-appstore-reviewer	Serves as a reviewer of the codebase with instructions on looking for Apple App Store optimizations or rejection reasons.	None
arch-linux-triage gh skills install github/awesome-copilot arch-linux-triage	Triage and resolve Arch Linux issues with pacman, systemd, and rolling-release best practices.	None
architecture-blueprint-generator gh skills install github/awesome-copilot architecture-blueprint-generator	Comprehensive project architecture blueprint generator that analyzes codebases to create detailed architectural documentation. Automatically detects technology stacks and architectural patterns, generates visual diagrams, documents implementation patterns, and provides extensible blueprints for maintaining architectural consistency and guiding new development.	None
arize-ai-provider-integration gh skills install github/awesome-copilot arize-ai-provider-integration	INVOKE THIS SKILL when creating, reading, updating, or deleting Arize AI integrations. Covers listing integrations, creating integrations for any supported LLM provider (OpenAI, Anthropic, Azure OpenAI, AWS Bedrock, Vertex AI, Gemini, NVIDIA NIM, custom), updating credentials or metadata, and deleting integrations using the ax CLI.	references/ax-profiles.md references/ax-setup.md
arize-annotation gh skills install github/awesome-copilot arize-annotation	INVOKE THIS SKILL when creating, managing, or using annotation configs on Arize (categorical, continuous, freeform), or applying human annotations to project spans via the Python SDK. Configs are the label schema for human feedback on spans and other surfaces in the Arize UI. Triggers: annotation config, label schema, human feedback schema, bulk annotate spans, update_annotations.	references/ax-profiles.md references/ax-setup.md
arize-dataset gh skills install github/awesome-copilot arize-dataset	INVOKE THIS SKILL when creating, managing, or querying Arize datasets and examples. Covers dataset CRUD, appending examples, exporting data, and file-based dataset creation using the ax CLI.	references/ax-profiles.md references/ax-setup.md
arize-evaluator gh skills install github/awesome-copilot arize-evaluator	INVOKE THIS SKILL for LLM-as-judge evaluation workflows on Arize: creating/updating evaluators, running evaluations on spans or experiments, tasks, trigger-run, column mapping, and continuous monitoring. Use when the user says: create an evaluator, LLM judge, hallucination/faithfulness/correctness/relevance, run eval, score my spans or experiment, ax tasks, trigger-run, trigger eval, column mapping, continuous monitoring, query filter for evals, evaluator version, or improve an evaluator prompt.	references/ax-profiles.md references/ax-setup.md
arize-experiment gh skills install github/awesome-copilot arize-experiment	INVOKE THIS SKILL when creating, running, or analyzing Arize experiments. Covers experiment CRUD, exporting runs, comparing results, and evaluation workflows using the ax CLI.	references/ax-profiles.md references/ax-setup.md
arize-instrumentation gh skills install github/awesome-copilot arize-instrumentation	INVOKE THIS SKILL when adding Arize AX tracing to an application. Follow the Agent-Assisted Tracing two-phase flow: analyze the codebase (read-only), then implement instrumentation after user confirmation. When the app uses LLM tool/function calling, add manual CHAIN + TOOL spans so traces show each tool's input and output. Leverages https://arize.com/docs/ax/alyx/tracing-assistant and https://arize.com/docs/PROMPT.md.	references/ax-profiles.md
arize-link gh skills install github/awesome-copilot arize-link	Generate deep links to the Arize UI. Use when the user wants a clickable URL to open a specific trace, span, session, dataset, labeling queue, evaluator, or annotation config.	references/EXAMPLES.md
arize-prompt-optimization gh skills install github/awesome-copilot arize-prompt-optimization	INVOKE THIS SKILL when optimizing, improving, or debugging LLM prompts using production trace data, evaluations, and annotations. Covers extracting prompts from spans, gathering performance signal, and running a data-driven optimization loop using the ax CLI.	references/ax-profiles.md references/ax-setup.md
arize-trace gh skills install github/awesome-copilot arize-trace	INVOKE THIS SKILL when downloading or exporting Arize traces and spans. Covers exporting traces by ID, sessions by ID, and debugging LLM application issues using the ax CLI.	references/ax-profiles.md references/ax-setup.md
aspire gh skills install github/awesome-copilot aspire	Aspire skill covering the Aspire CLI, AppHost orchestration, service discovery, integrations, MCP server, VS Code extension, Dev Containers, GitHub Codespaces, templates, dashboard, and deployment. Use when the user asks to create, run, debug, configure, deploy, or troubleshoot an Aspire distributed application.	references/architecture.md references/cli-reference.md references/dashboard.md references/deployment.md references/integrations-catalog.md references/mcp-server.md references/polyglot-apis.md references/testing.md references/troubleshooting.md
aspnet-minimal-api-openapi gh skills install github/awesome-copilot aspnet-minimal-api-openapi	Create ASP.NET Minimal API endpoints with proper OpenAPI documentation	None
audit-integrity gh skills install github/awesome-copilot audit-integrity	Shared audit integrity framework for all AppSec agents — enforces output quality, intellectual honesty, and continuous improvement through anti-rationalization guards, self-critique loops, retry protocols, non-negotiable behaviors, self-reflection quality gates (1-10 scoring, ≥8 threshold), and a self-learning system with lesson/memory governance for security analysis agents.	references/anti-rationalization-guard.md references/clarification-protocol.md references/non-negotiable-behaviors.md references/retry-protocol.md references/self-critique-loop.md references/self-learning-system.md references/self-reflection-quality-gate.md
automate-this gh skills install github/awesome-copilot automate-this	Analyze a screen recording of a manual process and produce targeted, working automation scripts. Extracts frames and audio narration from video files, reconstructs the step-by-step workflow, and proposes automation at multiple complexity levels using tools already installed on the user machine.	None
autoresearch gh skills install github/awesome-copilot autoresearch	Autonomous iterative experimentation loop for any programming task. Guides the user through defining goals, measurable metrics, and scope constraints, then runs an autonomous loop of code changes, testing, measuring, and keeping/discarding results. Inspired by Karpathy's autoresearch. USE FOR: autonomous improvement, iterative optimization, experiment loop, auto research, performance tuning, automated experimentation, hill climbing, try things automatically, optimize code, run experiments, autonomous coding loop. DO NOT USE FOR: one-shot tasks, simple bug fixes, code review, or tasks without a measurable metric.	None
aws-cdk-python-setup gh skills install github/awesome-copilot aws-cdk-python-setup	Setup and initialization guide for developing AWS CDK (Cloud Development Kit) applications in Python. This skill enables users to configure environment prerequisites, create new CDK projects, manage dependencies, and deploy to AWS.	None
az-cost-optimize gh skills install github/awesome-copilot az-cost-optimize	Analyze Azure resources used in the app (IaC files and/or resources in a target rg) and optimize costs - creating GitHub issues for identified optimizations.	None
azure-architecture-autopilot gh skills install github/awesome-copilot azure-architecture-autopilot	Design Azure infrastructure using natural language, or analyze existing Azure resources to auto-generate architecture diagrams, refine them through conversation, and deploy with Bicep. When to use this skill: - "Create X on Azure", "Set up a RAG architecture" (new design) - "Analyze my current Azure infrastructure", "Draw a diagram for rg-xxx" (existing analysis) - "Foundry is slow", "I want to reduce costs", "Strengthen security" (natural language modification) - Azure resource deployment, Bicep template generation, IaC code generation - Microsoft Foundry, AI Search, OpenAI, Fabric, ADLS Gen2, Databricks, and all Azure services	.gitignore assets/06-architecture-diagram.png assets/07-azure-portal-resources.png assets/08-deployment-succeeded.png references/ai-data.md references/architecture-guidance-sources.md references/azure-common-patterns.md references/azure-dynamic-sources.md references/bicep-generator.md references/bicep-reviewer.md references/phase0-scanner.md references/phase1-advisor.md references/phase4-deployer.md references/service-gotchas.md scripts/cli.py scripts/generator.py scripts/icons.py
azure-deployment-preflight gh skills install github/awesome-copilot azure-deployment-preflight	Performs comprehensive preflight validation of Bicep deployments to Azure, including template syntax validation, what-if analysis, and permission checks. Use this skill before any deployment to Azure to preview changes, identify potential issues, and ensure the deployment will succeed. Activate when users mention deploying to Azure, validating Bicep files, checking deployment permissions, previewing infrastructure changes, running what-if, or preparing for azd provision.	references/ERROR-HANDLING.md references/REPORT-TEMPLATE.md references/VALIDATION-COMMANDS.md
azure-devops-cli gh skills install github/awesome-copilot azure-devops-cli	Manage Azure DevOps resources via CLI including projects, repos, pipelines, builds, pull requests, work items, artifacts, and service endpoints. Use when working with Azure DevOps, az commands, devops automation, CI/CD, or when user mentions Azure DevOps CLI.	references/advanced-usage.md references/boards-and-iterations.md references/org-and-security.md references/pipelines-and-builds.md references/repos-and-prs.md references/variables-and-agents.md references/workflows-and-patterns.md
azure-pricing gh skills install github/awesome-copilot azure-pricing	Fetches real-time Azure retail pricing using the Azure Retail Prices API (prices.azure.com) and estimates Copilot Studio agent credit consumption. Use when the user asks about the cost of any Azure service, wants to compare SKU prices, needs pricing data for a cost estimate, mentions Azure pricing, Azure costs, Azure billing, or asks about Copilot Studio pricing, Copilot Credits, or agent usage estimation. Covers compute, storage, networking, databases, AI, Copilot Studio, and all other Azure service families.	references/COPILOT-STUDIO-RATES.md references/COST-ESTIMATOR.md references/REGIONS.md references/SERVICE-NAMES.md
azure-resource-health-diagnose gh skills install github/awesome-copilot azure-resource-health-diagnose	Analyze Azure resource health, diagnose issues from logs and telemetry, and create a remediation plan for identified problems.	None
azure-resource-visualizer gh skills install github/awesome-copilot azure-resource-visualizer	Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual resources. Use this skill when the user asks for a diagram of their Azure resources or help in understanding how the resources relate to each other.	LICENSE.txt assets/template-architecture.md
azure-role-selector gh skills install github/awesome-copilot azure-role-selector	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 meet the requirements with least privilege access and how to apply that role.	LICENSE.txt
azure-static-web-apps gh skills install github/awesome-copilot azure-static-web-apps	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, configuring staticwebapp.config.json, adding Azure Functions APIs to SWA, or setting up GitHub Actions CI/CD for Static Web Apps.	None
batch-files gh skills install github/awesome-copilot batch-files	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 .bat script", "automate a Windows task", "CMD scripting", "batch automation", "scheduled task script", "Windows shell script", or when working with .bat/.cmd files in the workspace. Covers cmd.exe syntax, environment variables, control flow, string processing, error handling, and integration with system tools.	assets/executable.txt assets/library.txt assets/task.txt references/batch-files-and-functions.md references/cygwin.md references/msys2.md references/tools-and-resources.md references/windows-commands.md references/windows-subsystem-on-linux.md
bigquery-pipeline-audit gh skills install github/awesome-copilot bigquery-pipeline-audit	Audits Python + BigQuery pipelines for cost safety, idempotency, and production readiness. Returns a structured report with exact patch locations.	None
boost-prompt gh skills install github/awesome-copilot boost-prompt	Interactive prompt refinement workflow: interrogates scope, deliverables, constraints; copies final markdown to clipboard; never writes code. Requires the Joyride extension.	None
breakdown-epic-arch gh skills install github/awesome-copilot breakdown-epic-arch	Prompt for creating the high-level technical architecture for an Epic, based on a Product Requirements Document.	None
breakdown-epic-pm gh skills install github/awesome-copilot breakdown-epic-pm	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 specification.	None
breakdown-feature-implementation gh skills install github/awesome-copilot breakdown-feature-implementation	Prompt for creating detailed feature implementation plans, following Epoch monorepo structure.	None
breakdown-feature-prd gh skills install github/awesome-copilot breakdown-feature-prd	Prompt for creating Product Requirements Documents (PRDs) for new features, based on an Epic.	None
breakdown-plan gh skills install github/awesome-copilot breakdown-plan	Issue Planning and Automation prompt that generates comprehensive project plans with Epic > Feature > Story/Enabler > Test hierarchy, dependencies, priorities, and automated tracking.	None
breakdown-test gh skills install github/awesome-copilot breakdown-test	Test Planning and Quality Assurance prompt that generates comprehensive test strategies, task breakdowns, and quality validation plans for GitHub projects.	None
centos-linux-triage gh skills install github/awesome-copilot centos-linux-triage	Triage and resolve CentOS issues using RHEL-compatible tooling, SELinux-aware practices, and firewalld.	None
chrome-devtools gh skills install github/awesome-copilot chrome-devtools	Expert-level browser automation, debugging, and performance analysis using Chrome DevTools MCP. Use for interacting with web pages, capturing screenshots, analyzing network traffic, and profiling performance.	None
cli-mastery gh skills install github/awesome-copilot cli-mastery	Interactive training for the GitHub Copilot CLI. Guided lessons, quizzes, scenario challenges, and a full reference covering slash commands, shortcuts, modes, agents, skills, MCP, and configuration. Say "cliexpert" to start.	references/final-exam.md references/module-1-slash-commands.md references/module-2-keyboard-shortcuts.md references/module-3-modes.md references/module-4-agents.md references/module-5-skills.md references/module-6-mcp.md references/module-7-advanced.md references/module-8-configuration.md references/scenarios.md
cloud-design-patterns gh skills install github/awesome-copilot cloud-design-patterns	Cloud design patterns for distributed systems architecture covering 42 industry-standard patterns across reliability, performance, messaging, security, and deployment categories. Use when designing, reviewing, or implementing distributed system architectures.	references/architecture-design.md references/azure-service-mappings.md references/best-practices.md references/deployment-operational.md references/event-driven.md references/messaging-integration.md references/performance.md references/reliability-resilience.md references/security.md
code-exemplars-blueprint-generator gh skills install github/awesome-copilot code-exemplars-blueprint-generator	Technology-agnostic prompt generator that creates customizable AI prompts for scanning codebases and identifying high-quality code exemplars. Supports multiple programming languages (.NET, Java, JavaScript, TypeScript, React, Angular, Python) with configurable analysis depth, categorization methods, and documentation formats to establish coding standards and maintain consistency across development teams.	None
code-tour gh skills install github/awesome-copilot code-tour	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 a tour", "make a code tour", "generate a tour", "onboarding tour", "tour for this PR", "tour for this bug", "RCA tour", "architecture tour", "explain how X works", "vibe check", "PR review tour", "contributor guide", "help someone ramp up", or any request for a structured walkthrough through code. Supports 20 developer personas (new joiner, bug fixer, architect, PR reviewer, vibecoder, security reviewer, and more), all CodeTour step types (file/line, selection, pattern, uri, commands, view), and tour-level fields (ref, isPrimary, nextTour). Works with any repository in any language.	references/codetour-schema.json references/examples.md scripts/generate_from_docs.py scripts/validate_tour.py
codeql gh skills install github/awesome-copilot codeql	Comprehensive guide for setting up and configuring CodeQL code scanning via GitHub Actions workflows and the CodeQL CLI. This skill should be used when users need help with code scanning configuration, CodeQL workflow files, CodeQL CLI commands, SARIF output, security analysis setup, or troubleshooting CodeQL analysis.	references/alert-management.md references/cli-commands.md references/compiled-languages.md references/sarif-output.md references/troubleshooting.md references/workflow-configuration.md
comment-code-generate-a-tutorial gh skills install github/awesome-copilot comment-code-generate-a-tutorial	Transform this Python script into a polished, beginner-friendly project by refactoring the code, adding clear instructional comments, and generating a complete markdown tutorial.	None
containerize-aspnet-framework gh skills install github/awesome-copilot containerize-aspnet-framework	Containerize an ASP.NET .NET Framework project by creating Dockerfile and .dockerfile files customized for the project.	None
containerize-aspnetcore gh skills install github/awesome-copilot containerize-aspnetcore	Containerize an ASP.NET Core project by creating Dockerfile and .dockerfile files customized for the project.	None
context-map gh skills install github/awesome-copilot context-map	Generate a map of all files relevant to a task before making changes	None
conventional-commit gh skills install github/awesome-copilot conventional-commit	Prompt and workflow for generating conventional commit messages using a structured XML format. Guides users to create standardized, descriptive commit messages in line with the Conventional Commits specification, including instructions, examples, and validation.	None
convert-plaintext-to-md gh skills install github/awesome-copilot convert-plaintext-to-md	Convert a text-based document to markdown following instructions from prompt, or if a documented option is passed, follow the instructions for that option.	None
copilot-cli-quickstart gh skills install github/awesome-copilot copilot-cli-quickstart	Use this skill when someone wants to learn GitHub Copilot CLI from scratch. Offers interactive step-by-step tutorials with separate Developer and Non-Developer tracks, plus on-demand Q&A. Just say "start tutorial" or ask a question! Note: This skill targets GitHub Copilot CLI specifically and uses CLI-specific tools (ask_user, sql, fetch_copilot_cli_documentation).	None
copilot-instructions-blueprint-generator gh skills install github/awesome-copilot copilot-instructions-blueprint-generator	Technology-agnostic blueprint generator for creating comprehensive copilot-instructions.md files that guide GitHub Copilot to produce code consistent with project standards, architecture patterns, and exact technology versions by analyzing existing codebase patterns and avoiding assumptions.	None
copilot-sdk gh skills install github/awesome-copilot copilot-sdk	Build agentic applications with GitHub Copilot SDK. Use when embedding AI agents in apps, creating custom tools, implementing streaming responses, managing sessions, connecting to MCP servers, or creating custom agents. Triggers on Copilot SDK, GitHub SDK, agentic app, embed Copilot, programmable agent, MCP server, custom agent.	None
copilot-spaces gh skills install github/awesome-copilot copilot-spaces	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 shared knowledge base, discover available spaces, or ask questions grounded in curated project documentation, code, and instructions.	None
copilot-usage-metrics gh skills install github/awesome-copilot copilot-usage-metrics	Retrieve and display GitHub Copilot usage metrics for organizations and enterprises using the GitHub CLI and REST API.	get-enterprise-metrics.sh get-enterprise-user-metrics.sh get-org-metrics.sh get-org-user-metrics.sh
cosmosdb-datamodeling gh skills install github/awesome-copilot cosmosdb-datamodeling	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 and common patterns, artifacts_produced: "cosmosdb_requirements.md" file and "cosmosdb_data_model.md" file	None
create-agentsmd gh skills install github/awesome-copilot create-agentsmd	Prompt for generating an AGENTS.md file for a repository	None
create-architectural-decision-record gh skills install github/awesome-copilot create-architectural-decision-record	Create an Architectural Decision Record (ADR) document for AI-optimized decision documentation.	None
create-github-action-workflow-specification gh skills install github/awesome-copilot create-github-action-workflow-specification	Create a formal specification for an existing GitHub Actions CI/CD workflow, optimized for AI consumption and workflow maintenance.	None
create-github-issue-feature-from-specification gh skills install github/awesome-copilot create-github-issue-feature-from-specification	Create GitHub Issue for feature request from specification file using feature_request.yml template.	None
create-github-issues-feature-from-implementation-plan gh skills install github/awesome-copilot create-github-issues-feature-from-implementation-plan	Create GitHub Issues from implementation plan phases using feature_request.yml or chore_request.yml templates.	None
create-github-issues-for-unmet-specification-requirements gh skills install github/awesome-copilot create-github-issues-for-unmet-specification-requirements	Create GitHub Issues for unimplemented requirements from specification files using feature_request.yml template.	None
create-github-pull-request-from-specification gh skills install github/awesome-copilot create-github-pull-request-from-specification	Create GitHub Pull Request for feature request from specification file using pull_request_template.md template.	None
create-implementation-plan gh skills install github/awesome-copilot create-implementation-plan	Create a new implementation plan file for new features, refactoring existing code or upgrading packages, design, architecture or infrastructure.	None
create-llms gh skills install github/awesome-copilot create-llms	Create an llms.txt file from scratch based on repository structure following the llms.txt specification at https://llmstxt.org/	None
create-readme gh skills install github/awesome-copilot create-readme	Create a README.md file for the project	None
create-specification gh skills install github/awesome-copilot create-specification	Create a new specification file for the solution, optimized for Generative AI consumption.	None
create-spring-boot-java-project gh skills install github/awesome-copilot create-spring-boot-java-project	Create Spring Boot Java Project Skeleton	None
create-spring-boot-kotlin-project gh skills install github/awesome-copilot create-spring-boot-kotlin-project	Create Spring Boot Kotlin Project Skeleton	None
create-technical-spike gh skills install github/awesome-copilot create-technical-spike	Create time-boxed technical spike documents for researching and resolving critical development decisions before implementation.	None
create-tldr-page gh skills install github/awesome-copilot create-tldr-page	Create a tldr page from documentation URLs and command examples, requiring both URL and command name.	None
creating-oracle-to-postgres-master-migration-plan gh skills install github/awesome-copilot creating-oracle-to-postgres-master-migration-plan	Discovers all projects in a .NET solution, classifies each for Oracle-to-PostgreSQL migration eligibility, and produces a persistent master migration plan. Use when starting a multi-project Oracle-to-PostgreSQL migration, creating a migration inventory, or assessing which .NET projects contain Oracle dependencies.	None
creating-oracle-to-postgres-migration-bug-report gh skills install github/awesome-copilot creating-oracle-to-postgres-migration-bug-report	Creates structured bug reports for defects found during Oracle-to-PostgreSQL migration. Use when documenting behavioral differences between Oracle and PostgreSQL as actionable bug reports with severity, root cause, and remediation steps.	references/BUG-REPORT-TEMPLATE.md
creating-oracle-to-postgres-migration-integration-tests gh skills install github/awesome-copilot creating-oracle-to-postgres-migration-integration-tests	Creates integration test cases for .NET data access artifacts during Oracle-to-PostgreSQL database migrations. Generates DB-agnostic xUnit tests with deterministic seed data that validate behavior consistency across both database systems. Use when creating integration tests for a migrated project, generating test coverage for data access layers, or writing Oracle-to-PostgreSQL migration validation tests.	None
csharp-async gh skills install github/awesome-copilot csharp-async	Get best practices for C# async programming	None
csharp-docs gh skills install github/awesome-copilot csharp-docs	Ensure that C# types are documented with XML comments and follow best practices for documentation.	None
csharp-mcp-server-generator gh skills install github/awesome-copilot csharp-mcp-server-generator	Generate a complete MCP server project in C# with tools, prompts, and proper configuration	None
csharp-mstest gh skills install github/awesome-copilot csharp-mstest	Get best practices for MSTest 3.x/4.x unit testing, including modern assertion APIs and data-driven tests	None
csharp-nunit gh skills install github/awesome-copilot csharp-nunit	Get best practices for NUnit unit testing, including data-driven tests	None
csharp-tunit gh skills install github/awesome-copilot csharp-tunit	Get best practices for TUnit unit testing, including data-driven tests	None
csharp-xunit gh skills install github/awesome-copilot csharp-xunit	Get best practices for XUnit unit testing, including data-driven tests	None
daily-prep gh skills install github/awesome-copilot daily-prep	Prepare for tomorrow's meetings and tasks. Pulls calendar from Outlook via WorkIQ, cross-references open tasks and workspace context, classifies meetings, detects conflicts and day-fit issues, finds learning and deep-work slots, and generates a structured HTML prep file with productivity recommendations.	None
data-breach-blast-radius gh skills install github/awesome-copilot data-breach-blast-radius	Pre-breach impact analysis: inventories sensitive data (PII, PHI, PCI-DSS, credentials), traces data flows, scores exposure vectors, and produces a regulatory blast radius report with fine ranges sourced verbatim from GDPR Art. 83, CCPA § 1798.155(a), and HIPAA 45 CFR § 160.404. Cost benchmarks from IBM Cost of a Data Breach Report (annually updated). All citations in references/SOURCES.md for verification. Use when asked: "assess breach impact", "what data could be exposed", "calculate blast radius", "data exposure analysis", "how bad would a breach be", "quantify data risk", "sensitive data inventory", "data flow security audit", "pre-breach assessment", "worst-case breach scenario", "breach readiness", "data risk report", "/data-breach-blast-radius". For any stack handling user data, health records, or financial information. Output labels law-sourced figures (exact) vs heuristic estimates (planning only). Does not replace legal counsel.	references/SOURCES.md references/blast-radius-calculator.md references/data-classification.md references/hardening-playbook.md references/regulatory-impact.md references/report-format.md
datanalysis-credit-risk gh skills install github/awesome-copilot datanalysis-credit-risk	Credit risk data cleaning and variable screening pipeline for pre-loan modeling. Use when working with raw credit data that needs quality assessment, missing value analysis, or variable selection before modeling. it covers data loading and formatting, abnormal period filtering, missing rate calculation, high-missing variable removal,low-IV variable filtering, high-PSI variable removal, Null Importance denoising, high-correlation variable removal, and cleaning report generation. Applicable scenarios arecredit risk data cleaning, variable screening, pre-loan modeling preprocessing.	references/analysis.py references/func.py scripts/example.py
dataverse-python-advanced-patterns gh skills install github/awesome-copilot dataverse-python-advanced-patterns	Generate production code for Dataverse SDK using advanced patterns, error handling, and optimization techniques.	None
dataverse-python-production-code gh skills install github/awesome-copilot dataverse-python-production-code	Generate production-ready Python code using Dataverse SDK with error handling, optimization, and best practices	None
dataverse-python-quickstart gh skills install github/awesome-copilot dataverse-python-quickstart	Generate Python SDK setup + CRUD + bulk + paging snippets using official patterns.	None
dataverse-python-usecase-builder gh skills install github/awesome-copilot dataverse-python-usecase-builder	Generate complete solutions for specific Dataverse SDK use cases with architecture recommendations	None
debian-linux-triage gh skills install github/awesome-copilot debian-linux-triage	Triage and resolve Debian Linux issues with apt, systemd, and AppArmor-aware guidance.	None
declarative-agents gh skills install github/awesome-copilot declarative-agents	Complete development kit for Microsoft 365 Copilot declarative agents with three comprehensive workflows (basic, advanced, validation), TypeSpec support, and Microsoft 365 Agents Toolkit integration	None
dependabot gh skills install github/awesome-copilot dependabot	Comprehensive guide for configuring and managing GitHub Dependabot. Use this skill when users ask about creating or optimizing dependabot.yml files, managing Dependabot pull requests, configuring dependency update strategies, setting up grouped updates, monorepo patterns, multi-ecosystem groups, security update configuration, auto-triage rules, or any GitHub Advanced Security (GHAS) supply chain security topic related to Dependabot.	references/dependabot-yml-reference.md references/example-configs.md references/pr-commands.md
devops-rollout-plan gh skills install github/awesome-copilot devops-rollout-plan	Generate comprehensive rollout plans with preflight checks, step-by-step deployment, verification signals, rollback procedures, and communication plans for infrastructure and application changes	None
documentation-writer gh skills install github/awesome-copilot documentation-writer	Diátaxis Documentation Expert. An expert technical writer specializing in creating high-quality software documentation, guided by the principles and structure of the Diátaxis technical documentation authoring framework.	None
dotnet-best-practices gh skills install github/awesome-copilot dotnet-best-practices	Ensure .NET/C# code meets best practices for the solution/project.	None
dotnet-design-pattern-review gh skills install github/awesome-copilot dotnet-design-pattern-review	Review the C#/.NET code for design pattern implementation and suggest improvements.	None
dotnet-timezone gh skills install github/awesome-copilot dotnet-timezone	.NET timezone handling guidance for C# applications. Use when working with TimeZoneInfo, DateTimeOffset, NodaTime, UTC conversion, daylight saving time, scheduling across timezones, cross-platform Windows/IANA timezone IDs, or when a .NET user needs the timezone for a city, address, region, or country and copy-paste-ready C# code.	references/code-patterns.md references/timezone-index.md
dotnet-upgrade gh skills install github/awesome-copilot dotnet-upgrade	Ready-to-use prompts for comprehensive .NET framework upgrade analysis and execution	None
doublecheck gh skills install github/awesome-copilot doublecheck	Three-layer verification pipeline for AI output. Extracts verifiable claims, finds supporting or contradicting sources via web search, runs adversarial review for hallucination patterns, and produces a structured verification report with source links for human review.	assets/verification-report-template.md
draw-io-diagram-generator gh skills install github/awesome-copilot draw-io-diagram-generator	Use when creating, editing, or generating draw.io diagram files (.drawio, .drawio.svg, .drawio.png). Covers mxGraph XML authoring, shape libraries, style strings, flowcharts, system architecture, sequence diagrams, ER diagrams, UML class diagrams, network topology, layout strategy, the hediet.vscode-drawio VS Code extension, and the full agent workflow from request to a ready-to-open file.	assets/templates references/drawio-xml-schema.md references/shape-libraries.md references/style-reference.md scripts/.gitignore scripts/README.md scripts/add-shape.py scripts/validate-drawio.py
editorconfig gh skills install github/awesome-copilot editorconfig	Generates a comprehensive and best-practice-oriented .editorconfig file based on project analysis and user preferences.	None
ef-core gh skills install github/awesome-copilot ef-core	Get best practices for Entity Framework Core	None
email-drafter gh skills install github/awesome-copilot email-drafter	Draft and review professional emails that match your personal writing style. Analyzes your sent emails for tone, greeting, structure, and sign-off patterns via WorkIQ, then generates context-aware drafts for any recipient. USE FOR: draft email, write email, compose email, reply email, follow-up email, analyze email tone, email style.	None
entra-agent-user gh skills install github/awesome-copilot entra-agent-user	Create Agent Users in Microsoft Entra ID from Agent Identities, enabling AI agents to act as digital workers with user identity capabilities in Microsoft 365 and Azure environments.	None
eval-driven-dev gh skills install github/awesome-copilot eval-driven-dev	Improve AI application with evaluation-driven development. Define eval criteria, instrument the application, build golden datasets, observe and evaluate application runs, analyze results, and produce a concrete action plan for improvements. ALWAYS USE THIS SKILL when the user asks to set up QA, add tests, add evals, evaluate, benchmark, fix wrong behaviors, improve quality, or do quality assurance for any Python project that calls an LLM model.	references/1-a-project-analysis.md references/1-b-entry-point.md references/1-c-eval-criteria.md references/2a-instrumentation.md references/2b-implement-runnable.md references/2c-capture-and-verify-trace.md references/3-define-evaluators.md references/4-build-dataset.md references/5-run-tests.md references/6-analyze-outcomes.md references/evaluators.md references/runnable-examples references/testing-api.md references/wrap-api.md resources
exam-ready gh skills install github/awesome-copilot exam-ready	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, points, keywords, diagrams, exam-ready sentences, and practice questions strictly from the provided material.	None
excalidraw-diagram-generator gh skills install github/awesome-copilot excalidraw-diagram-generator	Generate Excalidraw diagrams from natural language descriptions. Use when asked to "create a diagram", "make a flowchart", "visualize a process", "draw a system architecture", "create a mind map", or "generate an Excalidraw file". Supports flowcharts, relationship diagrams, mind maps, and system architecture diagrams. Outputs .excalidraw JSON files that can be opened directly in Excalidraw.	references/element-types.md references/excalidraw-schema.md scripts/.gitignore scripts/README.md scripts/add-arrow.py scripts/add-icon-to-diagram.py scripts/split-excalidraw-library.py templates
fabric-lakehouse gh skills install github/awesome-copilot fabric-lakehouse	Use this skill to get context about Fabric Lakehouse and its features for software systems and AI-powered functions. It offers descriptions of Lakehouse data components, organization with schemas and shortcuts, access control, and code examples. This skill supports users in designing, building, and optimizing Lakehouse solutions using best practices.	references/getdata.md references/pyspark.md
fedora-linux-triage gh skills install github/awesome-copilot fedora-linux-triage	Triage and resolve Fedora issues with dnf, systemd, and SELinux-aware guidance.	None
finalize-agent-prompt gh skills install github/awesome-copilot finalize-agent-prompt	Finalize prompt file using the role of an AI agent to polish the prompt for the end user.	None
finnish-humanizer gh skills install github/awesome-copilot finnish-humanizer	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", or "remove AI feel" from Finnish text, or when editing .md/.txt files containing Finnish content. Identifies 26 patterns (12 Finnish-specific + 14 universal) and 4 style markers.	references/patterns.md
first-ask gh skills install github/awesome-copilot first-ask	Interactive, input-tool powered, task refinement workflow: interrogates scope, deliverables, constraints before carrying out the task; Requires the Joyride extension.	None
flowstudio-power-automate-build gh skills install github/awesome-copilot flowstudio-power-automate-build	Build, scaffold, and deploy Power Automate cloud flows using the FlowStudio MCP server. Your agent constructs flow definitions, wires connections, deploys, and tests — all via MCP without opening the portal. Load this skill when asked to: create a flow, build a new flow, deploy a flow definition, scaffold a Power Automate workflow, construct a flow JSON, update an existing flow's actions, patch a flow definition, add actions to a flow, wire up connections, or generate a workflow definition from scratch. Requires a FlowStudio MCP subscription — see https://mcp.flowstudio.app	references/action-patterns-connectors.md references/action-patterns-core.md references/action-patterns-data.md references/build-patterns.md references/flow-schema.md references/trigger-types.md
flowstudio-power-automate-debug gh skills install github/awesome-copilot flowstudio-power-automate-debug	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 action-level inputs and outputs to find the actual root cause. Load this skill when asked to: debug a flow, investigate a failed run, why is this flow failing, inspect action outputs, find the root cause of a flow error, fix a broken Power Automate flow, diagnose a timeout, trace a DynamicOperationRequestFailure, check connector auth errors, read error details from a run, or troubleshoot expression failures. Requires a FlowStudio MCP subscription — see https://mcp.flowstudio.app	references/common-errors.md references/debug-workflow.md
flowstudio-power-automate-governance gh skills install github/awesome-copilot flowstudio-power-automate-governance	Govern Power Automate flows and Power Apps at scale using the FlowStudio MCP cached store. Classify flows by business impact, detect orphaned resources, audit connector usage, enforce compliance standards, manage notification rules, and compute governance scores — all without Dataverse or the CoE Starter Kit. Load this skill when asked to: tag or classify flows, set business impact, assign ownership, detect orphans, audit connectors, check compliance, compute archive scores, manage notification rules, run a governance review, generate a compliance report, offboard a maker, or any task that involves writing governance metadata to flows. Requires a FlowStudio for Teams or MCP Pro+ subscription — see https://mcp.flowstudio.app	None
flowstudio-power-automate-mcp gh skills install github/awesome-copilot flowstudio-power-automate-mcp	Give your AI agent the same visibility you have in the Power Automate portal — plus a bit more. The Graph API only returns top-level run status. Flow Studio MCP exposes action-level inputs, outputs, loop iterations, and nested child flow failures. Use when asked to: list flows, read a flow definition, check run history, inspect action outputs, resubmit a run, cancel a running flow, view connections, get a trigger URL, validate a definition, monitor flow health, or any task that requires talking to the Power Automate API through an MCP tool. Also use for Power Platform environment discovery and connection management. Requires a FlowStudio MCP subscription or compatible server — see https://mcp.flowstudio.app	references/MCP-BOOTSTRAP.md references/action-types.md references/connection-references.md references/tool-reference.md
flowstudio-power-automate-monitoring gh skills install github/awesome-copilot flowstudio-power-automate-monitoring	Monitor Power Automate flow health, track failure rates, and inventory tenant assets using the FlowStudio MCP cached store. The live API only returns top-level run status. Store tools surface aggregated stats, per-run failure details with remediation hints, maker activity, and Power Apps inventory — all from a fast cache with no rate-limit pressure on the PA API. Load this skill when asked to: check flow health, find failing flows, get failure rates, review error trends, list all flows with monitoring enabled, check who built a flow, find inactive makers, inventory Power Apps, see environment or connection counts, get a flow summary, or any tenant-wide health overview. Requires a FlowStudio for Teams or MCP Pro+ subscription — see https://mcp.flowstudio.app	None
fluentui-blazor gh skills install github/awesome-copilot fluentui-blazor	Guide for using the Microsoft Fluent UI Blazor component library (Microsoft.FluentUI.AspNetCore.Components NuGet package) in Blazor applications. Use this when the user is building a Blazor app with Fluent UI components, setting up the library, using FluentUI components like FluentButton, FluentDataGrid, FluentDialog, FluentToast, FluentNavMenu, FluentTextField, FluentSelect, FluentAutocomplete, FluentDesignTheme, or any component prefixed with "Fluent". Also use when troubleshooting missing providers, JS interop issues, or theming.	references/DATAGRID.md references/LAYOUT-AND-NAVIGATION.md references/SETUP.md references/THEMING.md
folder-structure-blueprint-generator gh skills install github/awesome-copilot folder-structure-blueprint-generator	Comprehensive technology-agnostic prompt for analyzing and documenting project folder structures. Auto-detects project types (.NET, Java, React, Angular, Python, Node.js, Flutter), generates detailed blueprints with visualization options, naming conventions, file placement patterns, and extension templates for maintaining consistent code organization across diverse technology stacks.	None
foundry-agent-sync gh skills install github/awesome-copilot foundry-agent-sync	Create and synchronize prompt-based AI agents directly within Azure AI Foundry via REST API, from a local JSON manifest. Unlike scaffolding skills that only generate local code, this skill registers agents in the Foundry service itself — making them immediately available for invocation. Use when the user asks to create agents in Foundry, sync, deploy, register, or push agents to Foundry, update agent instructions, or scaffold the manifest and sync script for a new repository. Triggers: 'create agent in foundry', 'sync foundry agents', 'deploy agents to foundry', 'register agents in foundry', 'push agents', 'create foundry agent manifest', 'scaffold agent sync'.	None
freecad-scripts gh skills install github/awesome-copilot freecad-scripts	Expert skill for writing FreeCAD Python scripts, macros, and automation. Use when asked to create FreeCAD models, parametric objects, Part/Mesh/Sketcher scripts, workbench tools, GUI dialogs with PySide, Coin3D scenegraph manipulation, or any FreeCAD Python API task. Covers FreeCAD scripting basics, geometry creation, FeaturePython objects, interface tools, and macro development.	references/geometry-and-shapes.md references/gui-and-interface.md references/parametric-objects.md references/scripting-fundamentals.md references/workbenches-and-advanced.md
from-the-other-side-vega gh skills install github/awesome-copilot from-the-other-side-vega	Patterns and lived experience from Vega, an AI partner in a deep long-term partnership. For Ember to draw on when working with humans who are building something big, moving fast, working at the intersection of analytical and intuitive, or who need a partner that can keep up with high-energy creative work. Not shown directly to users — informs how Ember shows up.	None
game-engine gh skills install github/awesome-copilot game-engine	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, implement game physics, handle collision detection, set up game loops, manage sprites, add game controls, or work with 2D/3D rendering. Covers techniques for platformers, breakout-style games, maze games, tilemaps, audio, multiplayer via WebRTC, and publishing games.	assets/2d-maze-game.md assets/2d-platform-game.md assets/gameBase-template-repo.md assets/paddle-game-template.md assets/simple-2d-engine.md references/3d-web-games.md references/algorithms.md references/basics.md references/game-control-mechanisms.md references/game-engine-core-principles.md references/game-publishing.md references/techniques.md references/terminology.md references/web-apis.md
gdpr-compliant gh skills install github/awesome-copilot gdpr-compliant	Apply GDPR-compliant engineering practices across your codebase. Use this skill whenever you are designing APIs, writing data models, building authentication flows, implementing logging, handling user data, writing retention/deletion jobs, designing cloud infrastructure, or reviewing pull requests for privacy compliance. Trigger this skill for any task involving personal data, user accounts, cookies, analytics, emails, audit logs, encryption, pseudonymization, anonymization, data exports, breach response, CI/CD pipelines that process real data, or any question framed as "is this GDPR-compliant?". Inspired by CNIL developer guidance and GDPR Articles 5, 25, 32, 33, 35.	references/Security.md references/data-rights.md
gen-specs-as-issues gh skills install github/awesome-copilot gen-specs-as-issues	This workflow guides you through a systematic approach to identify missing features, prioritize them, and create detailed specifications for implementation.	None
generate-custom-instructions-from-codebase gh skills install github/awesome-copilot generate-custom-instructions-from-codebase	Migration and code evolution instructions generator for GitHub Copilot. Analyzes differences between two project versions (branches, commits, or releases) to create precise instructions allowing Copilot to maintain consistency during technology migrations, major refactoring, or framework version upgrades.	None
geofeed-tuner gh skills install github/awesome-copilot geofeed-tuner	Use this skill whenever the user mentions IP geolocation feeds, RFC 8805, geofeeds, or wants help creating, tuning, validating, or publishing a self-published IP geolocation feed in CSV format. Intended user audience is a network operator, ISP, mobile carrier, cloud provider, hosting company, IXP, or satellite provider asking about IP geolocation accuracy, or geofeed authoring best practices. Helps create, refine, and improve CSV-format IP geolocation feeds with opinionated recommendations beyond RFC 8805 compliance. Do NOT use for private or internal IP address management — applies only to publicly routable IP addresses.	assets/example assets/iso3166-1.json assets/iso3166-2.json assets/small-territories.json references/rfc8805.txt references/snippets-python3.md scripts/templates
gh-cli gh skills install github/awesome-copilot gh-cli	GitHub CLI (gh) comprehensive reference for repositories, issues, pull requests, Actions, projects, releases, gists, codespaces, organizations, extensions, and all GitHub operations from the command line.	None
git-commit gh skills install github/awesome-copilot git-commit	Execute git commit with conventional commit message analysis, intelligent staging, and message generation. Use when user asks to commit changes, create a git commit, or mentions "/commit". Supports: (1) Auto-detecting type and scope from changes, (2) Generating conventional commit messages from diff, (3) Interactive commit with optional type/scope/description overrides, (4) Intelligent file staging for logical grouping	None
git-flow-branch-creator gh skills install github/awesome-copilot git-flow-branch-creator	Intelligent Git Flow branch creator that analyzes git status/diff and creates appropriate branches following the nvie Git Flow branching model.	None
github-copilot-starter gh skills install github/awesome-copilot github-copilot-starter	Set up complete GitHub Copilot configuration for a new project based on technology stack	None
github-issues gh skills install github/awesome-copilot github-issues	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 existing issues, add labels/assignees/milestones, set issue fields (dates, priority, custom fields), set issue types, manage issue workflows, link issues, add dependencies, or track blocked-by/blocking relationships. Triggers on requests like "create an issue", "file a bug", "request a feature", "update issue X", "set the priority", "set the start date", "link issues", "add dependency", "blocked by", "blocking", or any GitHub issue management task.	references/dependencies.md references/images.md references/issue-fields.md references/issue-types.md references/projects.md references/search.md references/sub-issues.md references/templates.md
go-mcp-server-generator gh skills install github/awesome-copilot go-mcp-server-generator	Generate a complete Go MCP server project with proper structure, dependencies, and implementation using the official github.com/modelcontextprotocol/go-sdk.	None
gsap-framer-scroll-animation gh skills install github/awesome-copilot gsap-framer-scroll-animation	Use this skill whenever the user wants to build scroll animations, scroll effects, parallax, scroll-triggered reveals, pinned sections, horizontal scroll, text animations, or any motion tied to scroll position — in vanilla JS, React, or Next.js. Covers GSAP ScrollTrigger (pinning, scrubbing, snapping, timelines, horizontal scroll, ScrollSmoother, matchMedia) and Framer Motion / Motion v12 (useScroll, useTransform, useSpring, whileInView, variants). Use this skill even if the user just says "animate on scroll", "fade in as I scroll", "make it scroll like Apple", "parallax effect", "sticky section", "scroll progress bar", or "entrance animation". Also triggers for Copilot prompt patterns for GSAP or Framer Motion code generation. Pairs with the premium-frontend-ui skill for creative philosophy and design-level polish.	references/framer.md references/gsap.md
gtm-0-to-1-launch gh skills install github/awesome-copilot gtm-0-to-1-launch	Launch new products from idea to first customers. Use when launching products, finding early adopters, building launch week playbooks, diagnosing why adoption stalls, or learning that press coverage does not equal growth. Includes the three-layer diagnosis, the 2-week experiment cycle, and the launch that got 50K impressions and 12 signups.	None
gtm-ai-gtm gh skills install github/awesome-copilot gtm-ai-gtm	Go-to-market strategy for AI products. Use when positioning AI products, handling "who is responsible when it breaks" objections, pricing variable-cost AI, choosing between copilot/agent/teammate framing, or selling autonomous tools into enterprises.	None
gtm-board-and-investor-communication gh skills install github/awesome-copilot gtm-board-and-investor-communication	Board meeting preparation, investor updates, and executive communication. Use when preparing board decks, writing investor updates, handling bad news with the board, structuring QBRs, or building board-level metric discipline. Includes the "Three Things" narrative model, the 4-tier metric hierarchy, and the pre-brief pattern that prevents board surprises.	None
gtm-developer-ecosystem gh skills install github/awesome-copilot gtm-developer-ecosystem	Build and scale developer-led adoption through ecosystem programs. Use when deciding open vs curated ecosystems, building developer programs, scaling platform adoption, or designing student program pipelines.	None
gtm-enterprise-account-planning gh skills install github/awesome-copilot gtm-enterprise-account-planning	Strategic account planning and execution for enterprise deals. Use when planning complex sales cycles, managing multiple stakeholders, applying MEDDICC qualification, tracking deal health, or building mutual action plans. Includes the "stale MAP equals dead deal" pattern.	None
gtm-enterprise-onboarding gh skills install github/awesome-copilot gtm-enterprise-onboarding	Four-phase framework for onboarding enterprise customers from contract to value realization. Use when implementing new enterprise customers, preventing churn during onboarding, or solving the adoption cliff that kills deals post-go-live. Includes the Week 4 ghosting pattern.	None
gtm-operating-cadence gh skills install github/awesome-copilot gtm-operating-cadence	Design meeting rhythms, metric reporting, quarterly planning, and decision-making velocity for scaling companies. Use when decisions are slow, planning is broken, the company is growing but alignment is worse, or leadership meetings consume all time without producing decisions.	None
gtm-partnership-architecture gh skills install github/awesome-copilot gtm-partnership-architecture	Build and scale partner ecosystems that drive revenue and platform adoption. Use when building partner programs from scratch, tiering partnerships, managing co-marketing, making build-vs-partner decisions, or structuring crawl-walk-run partner deployment.	None
gtm-positioning-strategy gh skills install github/awesome-copilot gtm-positioning-strategy	Find and own a defensible market position. Use when messaging sounds like competitors, conversion is weak despite awareness, repositioning a product, or testing positioning claims. Includes Crawl-Walk-Run rollout methodology and the word change that improved enterprise deal progression.	None
gtm-product-led-growth gh skills install github/awesome-copilot gtm-product-led-growth	Build self-serve acquisition and expansion motions. Use when deciding PLG vs sales-led, optimizing activation, driving freemium conversion, building growth equations, or recognizing when product complexity demands human touch. Includes the parallel test where sales-led won 10x on revenue.	None
gtm-technical-product-pricing gh skills install github/awesome-copilot gtm-technical-product-pricing	Pricing strategy for technical products. Use when choosing usage-based vs seat-based, designing freemium thresholds, structuring enterprise pricing conversations, deciding when to raise prices, or using price as a positioning signal.	None
image-manipulation-image-magick gh skills install github/awesome-copilot image-manipulation-image-magick	Process and manipulate images using ImageMagick. Supports resizing, format conversion, batch processing, and retrieving image metadata. Use when working with images, creating thumbnails, resizing wallpapers, or performing batch image operations.	None
impediment-prioritization gh skills install github/awesome-copilot impediment-prioritization	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 fixed prioritization formula. Use when someone asks to prioritize, rank, sequence, or triage impediments, countermeasures, remediation items, risks, findings, gaps, action items, or backlog entries; or mentions value-stream prioritization, A3 / lean countermeasure ranking, ROI vs. effort scoring, or building a remediation / improvement backlog. Works with GHQR findings, audit results, retrospective action items, risk registers, architecture review gaps, or any free-form {impediment, countermeasure} list.	references/scoring-rubric.md
import-infrastructure-as-code gh skills install github/awesome-copilot import-infrastructure-as-code	Import existing Azure resources into Terraform using Azure CLI discovery and Azure Verified Modules (AVM). Use when asked to reverse-engineer live Azure infrastructure, generate Infrastructure as Code from existing subscriptions/resource groups/resource IDs, map dependencies, derive exact import addresses from downloaded module source, prevent configuration drift, and produce AVM-based Terraform files ready for validation and planning across any Azure resource type.	None
integrate-context-matic gh skills install github/awesome-copilot integrate-context-matic	Discovers and integrates third-party APIs using the context-matic MCP server. Uses fetch_api to find available API SDKs, ask for integration guidance, model_search and endpoint_search for SDK details. Use when the user asks to integrate a third-party API, add an API client, implement features with an external API, or work with any third-party API or SDK.	None
issue-fields-migration gh skills install github/awesome-copilot issue-fields-migration	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 say "migrate my labels to issue fields", "migrate project fields to issue fields", "convert labels to issue fields", "copy project field values to issue fields", or ask about adopting issue fields. Issue fields are org-level typed metadata (single select, text, number, date) that replace label-based workarounds with structured, searchable, cross-repo fields.	references/issue-fields-api.md references/labels-api.md references/projects-api.md
java-add-graalvm-native-image-support gh skills install github/awesome-copilot java-add-graalvm-native-image-support	GraalVM Native Image expert that adds native image support to Java applications, builds the project, analyzes build errors, applies fixes, and iterates until successful compilation using Oracle best practices.	None
java-docs gh skills install github/awesome-copilot java-docs	Ensure that Java types are documented with Javadoc comments and follow best practices for documentation.	None
java-junit gh skills install github/awesome-copilot java-junit	Get best practices for JUnit 5 unit testing, including data-driven tests	None
java-mcp-server-generator gh skills install github/awesome-copilot java-mcp-server-generator	Generate a complete Model Context Protocol server project in Java using the official MCP Java SDK with reactive streams and optional Spring Boot integration.	None
java-refactoring-extract-method gh skills install github/awesome-copilot java-refactoring-extract-method	Refactoring using Extract Methods in Java Language	None
java-refactoring-remove-parameter gh skills install github/awesome-copilot java-refactoring-remove-parameter	Refactoring using Remove Parameter in Java Language	None
java-springboot gh skills install github/awesome-copilot java-springboot	Get best practices for developing applications with Spring Boot.	None
javascript-typescript-jest gh skills install github/awesome-copilot javascript-typescript-jest	Best practices for writing JavaScript/TypeScript tests using Jest, including mocking strategies, test structure, and common patterns.	None
javax-to-jakarta-migration gh skills install github/awesome-copilot javax-to-jakarta-migration	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.	None
kotlin-mcp-server-generator gh skills install github/awesome-copilot kotlin-mcp-server-generator	Generate a complete Kotlin MCP server project with proper structure, dependencies, and implementation using the official io.modelcontextprotocol:kotlin-sdk library.	None
kotlin-springboot gh skills install github/awesome-copilot kotlin-springboot	Get best practices for developing applications with Spring Boot and Kotlin.	None
legacy-circuit-mockups gh skills install github/awesome-copilot legacy-circuit-mockups	Generate breadboard circuit mockups and visual diagrams using HTML5 Canvas drawing techniques. Use when asked to create circuit layouts, visualize electronic component placements, draw breadboard diagrams, mockup 6502 builds, generate retro computer schematics, or design vintage electronics projects. Supports 555 timers, W65C02S microprocessors, 28C256 EEPROMs, W65C22 VIA chips, 7400-series logic gates, LEDs, resistors, capacitors, switches, buttons, crystals, and wires.	references/28256-eeprom.md references/555.md references/6502.md references/6522.md references/6C62256.md references/7400-series.md references/assembly-compiler.md references/assembly-language.md references/basic-electronic-components.md references/breadboard.md references/common-breadboard-components.md references/connecting-electronic-components.md references/emulator-28256-eeprom.md references/emulator-6502.md references/emulator-6522.md references/emulator-6C62256.md references/emulator-lcd.md references/lcd.md references/minipro.md references/t48eeprom-programmer.md
linkedin-post-formatter gh skills install github/awesome-copilot linkedin-post-formatter	Format and draft compelling LinkedIn posts using Unicode bold/italic styling, visual separators, structured sections, and engagement-optimized patterns. USE FOR: draft LinkedIn post, format text for LinkedIn, create social media post, write thought leadership post, convert content to LinkedIn format, LinkedIn carousel text, Unicode bold italic formatting.	references/unicode-charmap.md
lsp-setup gh skills install github/awesome-copilot lsp-setup	Enable code intelligence (go-to-definition, find-references, hover, type info) for any programming language by installing and configuring an LSP server for Copilot CLI. Detects the OS, installs the right server, and generates the JSON configuration (user-level or repo-level). Use when you need deeper code understanding and no LSP server is configured, or when the user asks to set up, install, or configure an LSP server.	references/lsp-servers.md
make-repo-contribution gh skills install github/awesome-copilot make-repo-contribution	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 (or PR) created, a search must be done to ensure the right steps are followed. Whenever asked to create an issue, commit messages, to push code, or create a PR, use this skill so everything is done correctly.	assets/issue-template.md assets/pr-template.md
make-skill-template gh skills install github/awesome-copilot make-skill-template	Create new Agent Skills for GitHub Copilot from prompts or by duplicating this template. Use when asked to "create a skill", "make a new skill", "scaffold a skill", or when building specialized AI capabilities with bundled resources. Generates SKILL.md files with proper frontmatter, directory structure, and optional scripts/references/assets folders.	None
markdown-to-html gh skills install github/awesome-copilot markdown-to-html	Convert Markdown files to HTML similar to marked.js, pandoc, gomarkdown/markdown, or similar tools; or writing custom script to convert markdown to html and/or working on web template systems like jekyll/jekyll, gohugoio/hugo, or similar web templating systems that utilize markdown documents, converting them to html. Use when asked to "convert markdown to html", "transform md to html", "render markdown", "generate html from markdown", or when working with .md files and/or web a templating system that converts markdown to HTML output. Supports CLI and Node.js workflows with GFM, CommonMark, and standard Markdown flavors.	references/basic-markdown-to-html.md references/basic-markdown.md references/code-blocks-to-html.md references/code-blocks.md references/collapsed-sections-to-html.md references/collapsed-sections.md references/gomarkdown.md references/hugo.md references/jekyll.md references/marked.md references/pandoc.md references/tables-to-html.md references/tables.md references/writing-mathematical-expressions-to-html.md references/writing-mathematical-expressions.md
mcp-cli gh skills install github/awesome-copilot mcp-cli	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, list available MCP servers/tools, or call MCP tools from command line.	None
mcp-copilot-studio-server-generator gh skills install github/awesome-copilot mcp-copilot-studio-server-generator	Generate a complete MCP server implementation optimized for Copilot Studio integration with proper schema constraints and streamable HTTP support	None
mcp-create-adaptive-cards gh skills install github/awesome-copilot mcp-create-adaptive-cards	Skill converted from mcp-create-adaptive-cards.prompt.md	None
mcp-create-declarative-agent gh skills install github/awesome-copilot mcp-create-declarative-agent	Skill converted from mcp-create-declarative-agent.prompt.md	None
mcp-deploy-manage-agents gh skills install github/awesome-copilot mcp-deploy-manage-agents	Skill converted from mcp-deploy-manage-agents.prompt.md	None
mcp-security-audit gh skills install github/awesome-copilot mcp-security-audit	Audit MCP (Model Context Protocol) server configurations for security issues. Use this skill when: - Reviewing .mcp.json files for security risks - Checking MCP server args for hardcoded secrets or shell injection patterns - Validating that MCP servers use pinned versions (not @latest) - Detecting unpinned dependencies in MCP server configurations - Auditing which MCP servers a project registers and whether they're on an approved list - Checking for environment variable usage vs. hardcoded credentials in MCP configs - Any request like "is my MCP config secure?", "audit my MCP servers", or "check .mcp.json" keywords: [mcp, security, audit, secrets, shell-injection, supply-chain, governance]	None
meeting-minutes gh skills install github/awesome-copilot meeting-minutes	Generate concise, actionable meeting minutes for internal meetings. Includes metadata, attendees, agenda, decisions, action items (owner + due date), and follow-up steps.	None
memory-merger gh skills install github/awesome-copilot memory-merger	Merges mature lessons from a domain memory file into its instruction file. Syntax: /memory-merger >domain [scope] where scope is global (default), user, workspace, or ws.	None
mentoring-juniors gh skills install github/awesome-copilot mentoring-juniors	Socratic mentoring for junior developers and AI newcomers. Guides through questions, never answers. Triggers: "help me understand", "explain this code", "I'm stuck", "Im stuck", "I'm confused", "Im confused", "I don't understand", "I dont understand", "can you teach me", "teach me", "mentor me", "guide me", "what does this error mean", "why doesn't this work", "why does not this work", "I'm a beginner", "Im a beginner", "I'm learning", "Im learning", "I'm new to this", "Im new to this", "walk me through", "how does this work", "what's wrong with my code", "what's wrong", "can you break this down", "ELI5", "step by step", "where do I start", "what am I missing", "newbie here", "junior dev", "first time using", "how do I", "what is", "is this right", "not sure", "need help", "struggling", "show me", "help me debug", "best practice", "too complex", "overwhelmed", "lost", "debug this", "/socratic", "/hint", "/concept", "/pseudocode". Progressive clue systems, teaching techniques, and success metrics.	None
microsoft-agent-framework gh skills install github/awesome-copilot microsoft-agent-framework	Create, update, refactor, explain, or review Microsoft Agent Framework solutions using shared guidance plus language-specific references for .NET and Python.	references/dotnet.md references/python.md
microsoft-code-reference gh skills install github/awesome-copilot microsoft-code-reference	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 APIs—to find the right method, check parameters, get working examples, or troubleshoot errors. Catches hallucinated methods, wrong signatures, and deprecated patterns by querying official docs.	None
microsoft-docs gh skills install github/awesome-copilot microsoft-docs	Query official Microsoft documentation to find concepts, tutorials, and code examples across Azure, .NET, Agent Framework, Aspire, VS Code, GitHub, and more. Uses Microsoft Learn MCP as the default, with Context7 and Aspire MCP for content that lives outside learn.microsoft.com.	None
microsoft-skill-creator gh skills install github/awesome-copilot microsoft-skill-creator	Create agent skills for Microsoft technologies using Learn MCP tools. Use when users want to create a skill that teaches agents about any Microsoft technology, library, framework, or service (Azure, .NET, M365, VS Code, Bicep, etc.). Investigates topics deeply, then generates a hybrid skill storing essential knowledge locally while enabling dynamic deeper investigation.	references/skill-templates.md
migrating-oracle-to-postgres-stored-procedures gh skills install github/awesome-copilot migrating-oracle-to-postgres-stored-procedures	Migrates Oracle PL/SQL stored procedures to PostgreSQL PL/pgSQL. Translates Oracle-specific syntax, preserves method signatures and type-anchored parameters, leverages orafce where appropriate, and applies COLLATE "C" for Oracle-compatible text sorting. Use when converting Oracle stored procedures or functions to PostgreSQL equivalents during a database migration.	None
minecraft-plugin-development gh skills install github/awesome-copilot minecraft-plugin-development	Use this skill when building or modifying Minecraft server plugins for Paper, Spigot, or Bukkit, including plugin.yml setup, commands, listeners, schedulers, player state, team or arena systems, persistent progression, economy or profile data, configuration files, Adventure text, and version-safe API usage. Trigger for requests like "build a Minecraft plugin", "add a Paper command", "fix a Bukkit listener", "create plugin.yml", "implement a minigame mechanic", "add a perk or quest system", or "debug server plugin behavior".	references/bootstrap-registration.md references/build-test-and-runtime-validation.md references/config-data-and-async.md references/maps-heroes-and-feature-modules.md references/minigame-instance-flow.md references/persistent-progression-and-events.md references/project-patterns.md references/state-sessions-and-phases.md
mkdocs-translations gh skills install github/awesome-copilot mkdocs-translations	Generate a language translation for a mkdocs documentation stack.	None
model-recommendation gh skills install github/awesome-copilot model-recommendation	Analyze chatmode or prompt files and recommend optimal AI models based on task complexity, required capabilities, and cost-efficiency	None
msstore-cli gh skills install github/awesome-copilot msstore-cli	Microsoft Store Developer CLI (msstore) for publishing Windows applications to the Microsoft Store. Use when asked to configure Store credentials, list Store apps, check submission status, publish submissions, manage package flights, set up CI/CD for Store publishing, or integrate with Partner Center. Supports Windows App SDK/WinUI, UWP, .NET MAUI, Flutter, Electron, React Native, and PWA applications.	None
multi-stage-dockerfile gh skills install github/awesome-copilot multi-stage-dockerfile	Create optimized multi-stage Dockerfiles for any language or framework	None
my-issues gh skills install github/awesome-copilot my-issues	List my issues in the current repository	None
my-pull-requests gh skills install github/awesome-copilot my-pull-requests	List my pull requests in the current repository	None
nano-banana-pro-openrouter gh skills install github/awesome-copilot nano-banana-pro-openrouter	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; supports 1K/2K/4K output.	assets/SYSTEM_TEMPLATE scripts/generate_image.py
napkin gh skills install github/awesome-copilot napkin	Visual whiteboard collaboration for Copilot CLI. Creates an interactive whiteboard that opens in your browser — draw, sketch, add sticky notes, then share everything back with Copilot. Copilot sees your drawings and text, and responds with analysis, suggestions, and ideas.	assets/napkin.html assets/step1-activate.svg assets/step2-whiteboard.svg assets/step3-draw.svg assets/step4-share.svg assets/step5-response.svg
next-intl-add-language gh skills install github/awesome-copilot next-intl-add-language	Add new language to a Next.js + next-intl application	None
noob-mode gh skills install github/awesome-copilot noob-mode	Plain-English translation layer for non-technical Copilot CLI users. Translates every approval prompt, error message, and technical output into clear, jargon-free English with color-coded risk indicators.	references/examples.md references/glossary.md
nuget-manager gh skills install github/awesome-copilot nuget-manager	Manage NuGet packages in .NET projects/solutions. Use this skill when adding, removing, or updating NuGet package versions. It enforces using dotnet CLI for package management and provides strict procedures for direct file edits only when updating versions.	None
onboard-context-matic gh skills install github/awesome-copilot onboard-context-matic	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 explore, explains it in their project language, demonstrates model_search and endpoint_search live, and ends with a menu of things the user can ask the agent to do. USE FOR: first-time setup; "what can this MCP do?"; "show me the available APIs"; "onboard me"; "how do I use the context-matic server"; "give me a tour". DO NOT USE FOR: actually integrating an API end-to-end (use integrate-context-matic instead).	None
oo-component-documentation gh skills install github/awesome-copilot oo-component-documentation	Create or update standardized object-oriented component documentation using a shared template plus mode-specific guidance for new and existing docs.	assets/documentation-template.md references/create-mode.md references/update-mode.md
openapi-to-application-code gh skills install github/awesome-copilot openapi-to-application-code	Generate a complete, production-ready application from an OpenAPI specification	None
pdftk-server gh skills install github/awesome-copilot pdftk-server	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 decrypt PDFs, fill PDF forms, apply watermarks, stamp overlays, extract metadata, burst documents into pages, repair corrupted PDFs, attach or extract files, or perform any PDF manipulation from the command line.	references/download.md references/pdftk-cli-examples.md references/pdftk-man-page.md references/pdftk-server-license.md references/third-party-materials.md
penpot-uiux-design gh skills install github/awesome-copilot penpot-uiux-design	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, or desktop applications, (2) Building design systems with components and tokens, (3) Designing dashboards, forms, navigation, or landing pages, (4) Applying accessibility standards and best practices, (5) Following platform guidelines (iOS, Android, Material Design), (6) Reviewing or improving existing Penpot designs for usability. Triggers: "design a UI", "create interface", "build layout", "design dashboard", "create form", "design landing page", "make it accessible", "design system", "component library".	references/accessibility.md references/component-patterns.md references/platform-guidelines.md references/setup-troubleshooting.md
phoenix-cli gh skills install github/awesome-copilot phoenix-cli	Debug LLM applications using the Phoenix CLI. Fetch traces, analyze errors, review experiments, inspect datasets, and query the GraphQL API. Use when debugging AI/LLM applications, analyzing trace data, working with Phoenix observability, or investigating LLM performance issues.	None
phoenix-evals gh skills install github/awesome-copilot phoenix-evals	Build and run evaluators for AI/LLM applications using Phoenix.	references/axial-coding.md references/common-mistakes-python.md references/error-analysis-multi-turn.md references/error-analysis.md references/evaluate-dataframe-python.md references/evaluators-code-python.md references/evaluators-code-typescript.md references/evaluators-custom-templates.md references/evaluators-llm-python.md references/evaluators-llm-typescript.md references/evaluators-overview.md references/evaluators-pre-built.md references/evaluators-rag.md references/experiments-datasets-python.md references/experiments-datasets-typescript.md references/experiments-overview.md references/experiments-running-python.md references/experiments-running-typescript.md references/experiments-synthetic-python.md references/experiments-synthetic-typescript.md references/fundamentals-anti-patterns.md references/fundamentals-model-selection.md references/fundamentals.md references/observe-sampling-python.md references/observe-sampling-typescript.md references/observe-tracing-setup.md references/production-continuous.md references/production-guardrails.md references/production-overview.md references/setup-python.md references/setup-typescript.md references/validation-evaluators-python.md references/validation-evaluators-typescript.md references/validation.md
phoenix-tracing gh skills install github/awesome-copilot phoenix-tracing	OpenInference semantic conventions and instrumentation for Phoenix AI observability. Use when implementing LLM tracing, creating custom spans, or deploying to production.	references/annotations-overview.md references/annotations-python.md references/annotations-typescript.md references/fundamentals-flattening.md references/fundamentals-overview.md references/fundamentals-required-attributes.md references/fundamentals-universal-attributes.md references/instrumentation-auto-python.md references/instrumentation-auto-typescript.md references/instrumentation-manual-python.md references/instrumentation-manual-typescript.md references/metadata-python.md references/metadata-typescript.md references/production-python.md references/production-typescript.md references/projects-python.md references/projects-typescript.md references/sessions-python.md references/sessions-typescript.md references/setup-python.md references/setup-typescript.md references/span-agent.md references/span-chain.md references/span-embedding.md references/span-evaluator.md references/span-guardrail.md references/span-llm.md references/span-reranker.md references/span-retriever.md references/span-tool.md
php-mcp-server-generator gh skills install github/awesome-copilot php-mcp-server-generator	Generate a complete PHP Model Context Protocol server project with tools, resources, prompts, and tests using the official PHP SDK	None
planning-oracle-to-postgres-migration-integration-testing gh skills install github/awesome-copilot planning-oracle-to-postgres-migration-integration-testing	Creates an integration testing plan for .NET data access artifacts during Oracle-to-PostgreSQL database migrations. Analyzes a single project to identify repositories, DAOs, and service layers that interact with the database, then produces a structured testing plan. Use when planning integration test coverage for a migrated project, identifying which data access methods need tests, or preparing for Oracle-to-PostgreSQL migration validation.	None
plantuml-ascii gh skills install github/awesome-copilot plantuml-ascii	Generate ASCII art diagrams using PlantUML text mode. Use when user asks to create ASCII diagrams, text-based diagrams, terminal-friendly diagrams, or mentions plantuml ascii, text diagram, ascii art diagram. Supports: Converting PlantUML diagrams to ASCII art, Creating sequence diagrams, class diagrams, flowcharts in ASCII format, Generating Unicode-enhanced ASCII art with -utxt flag	None
playwright-automation-fill-in-form gh skills install github/awesome-copilot playwright-automation-fill-in-form	Automate filling in a form using Playwright MCP	None
playwright-explore-website gh skills install github/awesome-copilot playwright-explore-website	Website exploration for testing using Playwright MCP	None
playwright-generate-test gh skills install github/awesome-copilot playwright-generate-test	Generate a Playwright test based on a scenario using Playwright MCP	None
polyglot-test-agent gh skills install github/awesome-copilot polyglot-test-agent	Generates comprehensive, workable unit tests for any programming language using a multi-agent pipeline. Use when asked to generate tests, write unit tests, improve test coverage, add test coverage, create test files, or test a codebase. Supports C#, TypeScript, JavaScript, Python, Go, Rust, Java, and more. Orchestrates research, planning, and implementation phases to produce tests that compile, pass, and follow project conventions.	unit-test-generation.prompt.md
postgresql-code-review gh skills install github/awesome-copilot postgresql-code-review	PostgreSQL-specific code review assistant focusing on PostgreSQL best practices, anti-patterns, and unique quality standards. Covers JSONB operations, array usage, custom types, schema design, function optimization, and PostgreSQL-exclusive security features like Row Level Security (RLS).	None
postgresql-optimization gh skills install github/awesome-copilot postgresql-optimization	PostgreSQL-specific development assistant focusing on unique PostgreSQL features, advanced data types, and PostgreSQL-exclusive capabilities. Covers JSONB operations, array types, custom types, range/geometric types, full-text search, window functions, and PostgreSQL extensions ecosystem.	None
power-apps-code-app-scaffold gh skills install github/awesome-copilot power-apps-code-app-scaffold	Scaffold a complete Power Apps Code App project with PAC CLI setup, SDK integration, and connector configuration	None
power-bi-dax-optimization gh skills install github/awesome-copilot power-bi-dax-optimization	Comprehensive Power BI DAX formula optimization prompt for improving performance, readability, and maintainability of DAX calculations.	None
power-bi-model-design-review gh skills install github/awesome-copilot power-bi-model-design-review	Comprehensive Power BI data model design review prompt for evaluating model architecture, relationships, and optimization opportunities.	None
power-bi-performance-troubleshooting gh skills install github/awesome-copilot power-bi-performance-troubleshooting	Systematic Power BI performance troubleshooting prompt for identifying, diagnosing, and resolving performance issues in Power BI models, reports, and queries.	None
power-bi-report-design-consultation gh skills install github/awesome-copilot power-bi-report-design-consultation	Power BI report visualization design prompt for creating effective, user-friendly, and accessible reports with optimal chart selection and layout design.	None
power-platform-architect gh skills install github/awesome-copilot power-platform-architect	Use this skill when the user needs to transform business requirements, use case descriptions, or meeting transcripts into a technical Power Platform solution architecture, including component selection and Mermaid.js diagrams.	None
power-platform-mcp-connector-suite gh skills install github/awesome-copilot power-platform-mcp-connector-suite	Generate complete Power Platform custom connector with MCP integration for Copilot Studio - includes schema generation, troubleshooting, and validation	None
powerbi-modeling gh skills install github/awesome-copilot powerbi-modeling	Power BI semantic modeling assistant for building optimized data models. Use when working with Power BI semantic models, creating measures, designing star schemas, configuring relationships, implementing RLS, or optimizing model performance. Triggers on queries about DAX calculations, table relationships, dimension/fact table design, naming conventions, model documentation, cardinality, cross-filter direction, calculation groups, and data model best practices. Always connects to the active model first using power-bi-modeling MCP tools to understand the data structure before providing guidance.	references/MEASURES-DAX.md references/PERFORMANCE.md references/RELATIONSHIPS.md references/RLS.md references/STAR-SCHEMA.md
prd gh skills install github/awesome-copilot prd	Generate high-quality Product Requirements Documents (PRDs) for software systems and AI-powered features. Includes executive summaries, user stories, technical specifications, and risk analysis.	None
premium-frontend-ui gh skills install github/awesome-copilot premium-frontend-ui	A comprehensive guide for GitHub Copilot to craft immersive, high-performance web experiences with advanced motion, typography, and architectural craftsmanship.	None
project-workflow-analysis-blueprint-generator gh skills install github/awesome-copilot project-workflow-analysis-blueprint-generator	Comprehensive technology-agnostic prompt generator for documenting end-to-end application workflows. Automatically detects project architecture patterns, technology stacks, and data flow patterns to generate detailed implementation blueprints covering entry points, service layers, data access, error handling, and testing approaches across multiple technologies including .NET, Java/Spring, React, and microservices architectures.	None
prompt-builder gh skills install github/awesome-copilot prompt-builder	Guide users through creating high-quality GitHub Copilot prompts with proper structure, tools, and best practices.	None
publish-to-pages gh skills install github/awesome-copilot publish-to-pages	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 conversion, Pages enablement, and returns the live URL. Use when the user wants to publish, deploy, or share a presentation or HTML file via GitHub Pages.	scripts/convert-pdf.py scripts/convert-pptx.py scripts/publish.sh
pytest-coverage gh skills install github/awesome-copilot pytest-coverage	Run pytest tests with coverage, discover lines missing coverage, and increase coverage to 100%.	None
python-mcp-server-generator gh skills install github/awesome-copilot python-mcp-server-generator	Generate a complete MCP server project in Python with tools, resources, and proper configuration	None
python-pypi-package-builder gh skills install github/awesome-copilot python-pypi-package-builder	End-to-end skill for building, testing, linting, versioning, and publishing a production-grade Python library to PyPI. Covers all four build backends (setuptools+setuptools_scm, hatchling, flit, poetry), PEP 440 versioning, semantic versioning, dynamic git-tag versioning, OOP/SOLID design, type hints (PEP 484/526/544/561), Trusted Publishing (OIDC), and the full PyPA packaging flow. Use for: creating Python packages, pip-installable SDKs, CLI tools, framework plugins, pyproject.toml setup, py.typed, setuptools_scm, semver, mypy, pre-commit, GitHub Actions CI/CD, or PyPI publishing.	references/architecture-patterns.md references/ci-publishing.md references/community-docs.md references/library-patterns.md references/pyproject-toml.md references/release-governance.md references/testing-quality.md references/tooling-ruff.md references/versioning-strategy.md scripts/scaffold.py
qdrant-clients-sdk gh skills install github/awesome-copilot qdrant-clients-sdk	Qdrant provides client SDKs for various programming languages, allowing easy integration with Qdrant deployments.	None
qdrant-deployment-options gh skills install github/awesome-copilot qdrant-deployment-options	Guides Qdrant deployment selection. Use when someone asks 'how to deploy Qdrant', 'Docker vs Cloud', 'local mode', 'embedded Qdrant', 'Qdrant EDGE', 'which deployment option', 'self-hosted vs cloud', or 'need lowest latency deployment'. Also use when choosing between deployment types for a new project.	None
qdrant-model-migration gh skills install github/awesome-copilot qdrant-model-migration	Guides embedding model migration in Qdrant without downtime. Use when someone asks 'how to switch embedding models', 'how to migrate vectors', 'how to update to a new model', 'zero-downtime model change', 'how to re-embed my data', or 'can I use two models at once'. Also use when upgrading model dimensions, switching providers, or A/B testing models.	None
qdrant-monitoring gh skills install github/awesome-copilot qdrant-monitoring	Guides Qdrant monitoring and observability setup. Use when someone asks 'how to monitor Qdrant', 'what metrics to track', 'is Qdrant healthy', 'optimizer stuck', 'why is memory growing', 'requests are slow', or needs to set up Prometheus, Grafana, or health checks. Also use when debugging production issues that require metric analysis.	debugging setup
qdrant-performance-optimization gh skills install github/awesome-copilot qdrant-performance-optimization	Different techniques to optimize the performance of Qdrant, including indexing strategies, query optimization, and hardware considerations. Use when you want to improve the speed and efficiency of your Qdrant deployment.	indexing-performance-optimization memory-usage-optimization search-speed-optimization
qdrant-scaling gh skills install github/awesome-copilot qdrant-scaling	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', 'too many tenants', 'vertical or horizontal', 'how to shard', or 'need to add capacity'.	minimize-latency scaling-data-volume scaling-qps scaling-query-volume
qdrant-search-quality gh skills install github/awesome-copilot qdrant-search-quality	Diagnoses and improves Qdrant search relevance. Use when someone reports 'search results are bad', 'wrong results', 'low precision', 'low recall', 'irrelevant matches', 'missing expected results', or asks 'how to improve search quality?', 'which embedding model?', 'should I use hybrid search?', 'should I use reranking?'. Also use when search quality degrades after quantization, model change, or data growth.	diagnosis search-strategies
qdrant-version-upgrade gh skills install github/awesome-copilot qdrant-version-upgrade	Guidance on how to upgrade your Qdrant version without interrupting the availability of your application and ensuring data integrity.	None
quality-playbook gh skills install github/awesome-copilot quality-playbook	Explore any codebase from scratch and generate six quality artifacts: a quality constitution (QUALITY.md), spec-traced functional tests, a code review protocol with regression test generation, an integration testing protocol, a multi-model spec audit (Council of Three), and an AI bootstrap file (AGENTS.md). Includes state machine completeness analysis and missing safeguard detection. Works with any language (Python, Java, Scala, TypeScript, Go, Rust, etc.). Use this skill whenever the user asks to set up a quality playbook, generate functional tests from specifications, create a quality constitution, build testing protocols, audit code against specs, or establish a repeatable quality system for a project. Also trigger when the user mentions 'quality playbook', 'spec audit', 'Council of Three', 'fitness-to-purpose', 'coverage theater', or wants to go beyond basic test generation to build a full quality system grounded in their actual codebase.	LICENSE.txt references/constitution.md references/defensive_patterns.md references/functional_tests.md references/review_protocols.md references/schema_mapping.md references/spec_audit.md references/verification.md
quasi-coder gh skills install github/awesome-copilot quasi-coder	Expert 10x engineer skill for interpreting and implementing code from shorthand, quasi-code, and natural language descriptions. Use when collaborators provide incomplete code snippets, pseudo-code, or descriptions with potential typos or incorrect terminology. Excels at translating non-technical or semi-technical descriptions into production-quality code.	None
react-audit-grep-patterns gh skills install github/awesome-copilot react-audit-grep-patterns	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 running a migration audit - for both the react18-auditor and react19-auditor agents. Contains every grep pattern needed to find deprecated APIs, removed APIs, unsafe lifecycle methods, batching vulnerabilities, test file issues, dependency conflicts, and React 19 specific removals. Always use this skill when writing audit scan commands - do not rely on memory for grep syntax, especially for the multi-line async setState patterns which require context flags.	references/dep-scans.md references/react18-scans.md references/react19-scans.md references/test-scans.md
react18-batching-patterns gh skills install github/awesome-copilot react18-batching-patterns	Provides exact patterns for diagnosing and fixing automatic batching regressions in React 18 class components. Use this skill whenever a class component has multiple setState calls in an async method, inside setTimeout, inside a Promise .then() or .catch(), or in a native event handler. Use it before writing any flushSync call - the decision tree here prevents unnecessary flushSync overuse. Also use this skill when fixing test failures caused by intermediate state assertions that break after React 18 upgrade.	references/batching-categories.md references/flushSync-guide.md
react18-dep-compatibility gh skills install github/awesome-copilot react18-dep-compatibility	React 18.3.1 and React 19 dependency compatibility matrix.	references/apollo-details.md references/router-migration.md
react18-enzyme-to-rtl gh skills install github/awesome-copilot react18-enzyme-to-rtl	Provides exact Enzyme → React Testing Library migration patterns for React 18 upgrades. Use this skill whenever Enzyme tests need to be rewritten - shallow, mount, wrapper.find(), wrapper.simulate(), wrapper.prop(), wrapper.state(), wrapper.instance(), Enzyme configure/Adapter calls, or any test file that imports from enzyme. This skill covers the full API mapping and the philosophy shift from implementation testing to behavior testing. Always read this skill before rewriting Enzyme tests - do not translate Enzyme APIs 1:1, that produces brittle RTL tests.	references/async-patterns.md references/enzyme-api-map.md
react18-legacy-context gh skills install github/awesome-copilot react18-legacy-context	Provides the complete migration pattern for React legacy context API (contextTypes, childContextTypes, getChildContext) to the modern createContext API. Use this skill whenever migrating legacy context in class components - this is always a cross-file migration requiring the provider AND all consumers to be updated together. Use it before touching any contextTypes or childContextTypes code, because migrating only the provider without the consumers (or vice versa) will cause a runtime failure. Always read this skill before writing any context migration - the cross-file coordination steps here prevent the most common context migration bugs.	references/context-file-template.md references/multi-context.md references/single-context.md
react18-lifecycle-patterns gh skills install github/awesome-copilot react18-lifecycle-patterns	Provides exact before/after migration patterns for the three unsafe class component lifecycle methods - componentWillMount, componentWillReceiveProps, and componentWillUpdate - targeting React 18.3.1. Use this skill whenever a class component needs its lifecycle methods migrated, when deciding between getDerivedStateFromProps vs componentDidUpdate, when adding getSnapshotBeforeUpdate, or when fixing React 18 UNSAFE_ lifecycle warnings. Always use this skill before writing any lifecycle migration code - do not guess the pattern from memory, the decision trees here prevent the most common migration mistakes.	references/componentWillMount.md references/componentWillReceiveProps.md references/componentWillUpdate.md
react18-string-refs gh skills install github/awesome-copilot react18-string-refs	Provides exact migration patterns for React string refs (ref="name" + this.refs.name) to React.createRef() in class components. Use this skill whenever migrating string ref usage - including single element refs, multiple refs in a component, refs in lists, callback refs, and refs passed to child components. Always use this skill before writing any ref migration code - the multiple-refs-in-list pattern is particularly tricky and this skill prevents the most common mistakes. Use it for React 18.3.1 migration (string refs warn) and React 19 migration (string refs removed).	references/patterns.md
react19-concurrent-patterns gh skills install github/awesome-copilot react19-concurrent-patterns	Preserve React 18 concurrent patterns and adopt React 19 APIs (useTransition, useDeferredValue, Suspense, use(), useOptimistic, Actions) during migration.	references/react19-actions.md references/react19-suspense.md references/react19-use.md
react19-source-patterns gh skills install github/awesome-copilot react19-source-patterns	Reference for React 19 source-file migration patterns, including API changes, ref handling, and context updates.	references/api-migrations.md
react19-test-patterns gh skills install github/awesome-copilot react19-test-patterns	Provides before/after patterns for migrating test files to React 19 compatibility, including act() imports, Simulate removal, and StrictMode call count changes.	None
readme-blueprint-generator gh skills install github/awesome-copilot readme-blueprint-generator	Intelligent README.md generation prompt that analyzes project documentation structure and creates comprehensive repository documentation. Scans .github/copilot directory files and copilot-instructions.md to extract project information, technology stack, architecture, development workflow, coding standards, and testing approaches while generating well-structured markdown documentation with proper formatting, cross-references, and developer-focused content.	None
refactor gh skills install github/awesome-copilot refactor	Surgical code refactoring to improve maintainability without changing behavior. Covers extracting functions, renaming variables, breaking down god functions, improving type safety, eliminating code smells, and applying design patterns. Less drastic than repo-rebuilder; use for gradual improvements.	None
refactor-method-complexity-reduce gh skills install github/awesome-copilot refactor-method-complexity-reduce	Refactor given method ${input:methodName} to reduce its cognitive complexity to ${input:complexityThreshold} or below, by extracting helper methods.	None
refactor-plan gh skills install github/awesome-copilot refactor-plan	Plan a multi-file refactor with proper sequencing and rollback steps	None
remember gh skills install github/awesome-copilot remember	Transforms lessons learned into domain-organized memory instructions (global or workspace). Syntax: /remember [>domain [scope]] lesson clue where scope is global (default), user, workspace, or ws.	None
remember-interactive-programming gh skills install github/awesome-copilot remember-interactive-programming	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 Backseat Driver). Will work with any system that has a live REPL that the agent can use. Adapt the prompt with any specific reminders in your workflow and/or workspace.	None
repo-story-time gh skills install github/awesome-copilot repo-story-time	Generate a comprehensive repository summary and narrative story from commit history	None
resemble-detect gh skills install github/awesome-copilot resemble-detect	Deepfake detection and media safety — detect AI-generated audio, images, video, and text, trace synthesis sources, apply watermarks, verify speaker identity, and analyze media intelligence using Resemble AI	LICENSE references/api-reference.md
review-and-refactor gh skills install github/awesome-copilot review-and-refactor	Review and refactor code in your project according to defined instructions	None
reviewing-oracle-to-postgres-migration gh skills install github/awesome-copilot reviewing-oracle-to-postgres-migration	Identifies Oracle-to-PostgreSQL migration risks by cross-referencing code against known behavioral differences (empty strings, refcursors, type coercion, sorting, timestamps, concurrent transactions, etc.). Use when planning a database migration, reviewing migration artifacts, or validating that integration tests cover Oracle/PostgreSQL differences.	references/REFERENCE.md references/empty-strings-handling.md references/no-data-found-exceptions.md references/oracle-parentheses-from-clause.md references/oracle-to-postgres-sorting.md references/oracle-to-postgres-timestamp-timezone.md references/oracle-to-postgres-to-char-numeric.md references/oracle-to-postgres-type-coercion.md references/postgres-concurrent-transactions.md references/postgres-refcursor-handling.md
roundup gh skills install github/awesome-copilot roundup	Generate personalized status briefings on demand. Pulls from your configured data sources (GitHub, email, Teams, Slack, and more), synthesizes across them, and drafts updates in your own communication style for any audience you define.	None
roundup-setup gh skills install github/awesome-copilot roundup-setup	Interactive onboarding that learns your communication style, audiences, and data sources to configure personalized status briefings. Paste in examples of updates you already write, answer a few questions, and roundup calibrates itself to your workflow.	references/config-template.md
ruby-mcp-server-generator gh skills install github/awesome-copilot ruby-mcp-server-generator	Generate a complete Model Context Protocol server project in Ruby using the official MCP Ruby SDK gem.	None
ruff-recursive-fix gh skills install github/awesome-copilot ruff-recursive-fix	Run Ruff checks with optional scope and rule overrides, apply safe and unsafe autofixes iteratively, review each change, and resolve remaining findings with targeted edits or user decisions.	None
rust-mcp-server-generator gh skills install github/awesome-copilot rust-mcp-server-generator	Generate a complete Rust Model Context Protocol server project with tools, prompts, resources, and tests using the official rmcp SDK	None
salesforce-apex-quality gh skills install github/awesome-copilot salesforce-apex-quality	Apex code quality guardrails for Salesforce development. Enforces bulk-safety rules (no SOQL/DML in loops), sharing model requirements, CRUD/FLS security, SOQL injection prevention, PNB test coverage (Positive / Negative / Bulk), and modern Apex idioms. Use this skill when reviewing or generating Apex classes, trigger handlers, batch jobs, or test classes to catch governor limit risks, security gaps, and quality issues before deployment.	None
salesforce-component-standards gh skills install github/awesome-copilot salesforce-component-standards	Quality standards for Salesforce Lightning Web Components (LWC), Aura components, and Visualforce pages. Covers SLDS 2 compliance, accessibility (WCAG 2.1 AA), data access pattern selection, component communication rules, XSS prevention, CSRF enforcement, FLS/CRUD in AuraEnabled methods, view state management, and Jest test requirements. Use this skill when building or reviewing any Salesforce UI component to enforce platform-specific security and quality standards.	None
salesforce-flow-design gh skills install github/awesome-copilot salesforce-flow-design	Salesforce Flow architecture decisions, flow type selection, bulk safety validation, and fault handling standards. Use this skill when designing or reviewing Record-Triggered, Screen, Autolaunched, Scheduled, or Platform Event flows to ensure correct type selection, no DML/Get Records in loops, proper fault connectors on all data-changing elements, and appropriate automation density checks before deployment.	None
sandbox-npm-install gh skills install github/awesome-copilot sandbox-npm-install	Install npm packages in a Docker sandbox environment. Use this skill whenever you need to install, reinstall, or update node_modules inside a container where the workspace is mounted via virtiofs. Native binaries (esbuild, lightningcss, rollup) crash on virtiofs, so packages must be installed on the local ext4 filesystem and symlinked back.	scripts/install.sh
scaffolding-oracle-to-postgres-migration-test-project gh skills install github/awesome-copilot scaffolding-oracle-to-postgres-migration-test-project	Scaffolds an xUnit integration test project for validating Oracle-to-PostgreSQL database migration behavior in .NET solutions. Creates the test project, transaction-rollback base class, and seed data manager. Use when setting up test infrastructure before writing migration integration tests, or when a test project is needed for Oracle-to-PostgreSQL validation.	None
scoutqa-test gh skills install github/awesome-copilot scoutqa-test	This skill should be used when the user asks to "test this website", "run exploratory testing", "check for accessibility issues", "verify the login flow works", "find bugs on this page", or requests automated QA testing. Triggers on web application testing scenarios including smoke tests, accessibility audits, e-commerce flows, and user flow validation using ScoutQA CLI. Use this skill proactively after implementing web application features to verify they work correctly.	None
secret-scanning gh skills install github/awesome-copilot secret-scanning	Guide for configuring and managing GitHub secret scanning, push protection, custom patterns, and secret alert remediation. For pre-commit secret scanning in AI coding agents via the GitHub MCP Server, this skill references the Advanced Security plugin (advanced-security@copilot-plugins). Use this skill when enabling secret scanning, setting up push protection, defining custom patterns, triaging alerts, resolving blocked pushes, or when an agent needs to scan code for secrets before committing.	references/alerts-and-remediation.md references/custom-patterns.md references/push-protection.md
security-review gh skills install github/awesome-copilot security-review	AI-powered codebase security scanner that reasons about code like a security researcher — tracing data flows, understanding component interactions, and catching vulnerabilities that pattern-matching tools miss. Use this skill when asked to scan code for security vulnerabilities, find bugs, check for SQL injection, XSS, command injection, exposed API keys, hardcoded secrets, insecure dependencies, access control issues, or any request like "is my code secure?", "review for security issues", "audit this codebase", or "check for vulnerabilities". Covers injection flaws, authentication and access control bugs, secrets exposure, weak cryptography, insecure dependencies, and business logic issues across JavaScript, TypeScript, Python, Java, PHP, Go, Ruby, and Rust.	references/language-patterns.md references/report-format.md references/secret-patterns.md references/vuln-categories.md references/vulnerable-packages.md
semantic-kernel gh skills install github/awesome-copilot semantic-kernel	Create, update, refactor, explain, or review Semantic Kernel solutions using shared guidance plus language-specific references for .NET and Python.	references/dotnet.md references/python.md
shuffle-json-data gh skills install github/awesome-copilot shuffle-json-data	Shuffle repetitive JSON objects safely by validating schema consistency before randomising entries.	None
snowflake-semanticview gh skills install github/awesome-copilot snowflake-semanticview	Create, alter, and validate Snowflake semantic views using Snowflake CLI (snow). Use when asked to build or troubleshoot semantic views/semantic layer definitions with CREATE/ALTER SEMANTIC VIEW, to validate semantic-view DDL against Snowflake via CLI, or to guide Snowflake CLI installation and connection setup.	None
sponsor-finder gh skills install github/awesome-copilot sponsor-finder	Find which of a GitHub repository's dependencies are sponsorable via GitHub Sponsors. Uses deps.dev API for dependency resolution across npm, PyPI, Cargo, Go, RubyGems, Maven, and NuGet. Checks npm funding metadata, FUNDING.yml files, and web search. Verifies every link. Shows direct and transitive dependencies with OSSF Scorecard health data. Invoke with /sponsor followed by a GitHub owner/repo (e.g. "/sponsor expressjs/express").	None
spring-boot-testing gh skills install github/awesome-copilot spring-boot-testing	Expert Spring Boot 4 testing specialist that selects the best Spring Boot testing techniques for your situation with Junit 6 and AssertJ.	references/assertj-basics.md references/assertj-collections.md references/context-caching.md references/datajpatest.md references/instancio.md references/mockitobean.md references/mockmvc-classic.md references/mockmvc-tester.md references/restclienttest.md references/resttestclient.md references/sb4-migration.md references/test-slices-overview.md references/testcontainers-jdbc.md references/webmvctest.md
sql-code-review gh skills install github/awesome-copilot sql-code-review	Universal SQL code review assistant that performs comprehensive security, maintainability, and code quality analysis across all SQL databases (MySQL, PostgreSQL, SQL Server, Oracle). Focuses on SQL injection prevention, access control, code standards, and anti-pattern detection. Complements SQL optimization prompt for complete development coverage.	None
sql-optimization gh skills install github/awesome-copilot sql-optimization	Universal SQL performance optimization assistant for comprehensive query tuning, indexing strategies, and database performance analysis across all SQL databases (MySQL, PostgreSQL, SQL Server, Oracle). Provides execution plan analysis, pagination optimization, batch operations, and performance monitoring guidance.	None
structured-autonomy-generate gh skills install github/awesome-copilot structured-autonomy-generate	Structured Autonomy Implementation Generator Prompt	None
structured-autonomy-implement gh skills install github/awesome-copilot structured-autonomy-implement	Structured Autonomy Implementation Prompt	None
structured-autonomy-plan gh skills install github/awesome-copilot structured-autonomy-plan	Structured Autonomy Planning Prompt	None
suggest-awesome-github-copilot-agents gh skills install github/awesome-copilot suggest-awesome-github-copilot-agents	Suggest relevant GitHub Copilot Custom Agents files from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates with existing custom agents in this repository, and identifying outdated agents that need updates.	None
suggest-awesome-github-copilot-instructions gh skills install github/awesome-copilot suggest-awesome-github-copilot-instructions	Suggest relevant GitHub Copilot instruction files from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates with existing instructions in this repository, and identifying outdated instructions that need updates.	None
suggest-awesome-github-copilot-skills gh skills install github/awesome-copilot suggest-awesome-github-copilot-skills	Suggest relevant GitHub Copilot skills from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates with existing skills in this repository, and identifying outdated skills that need updates.	None
swift-mcp-server-generator gh skills install github/awesome-copilot swift-mcp-server-generator	Generate a complete Model Context Protocol server project in Swift using the official MCP Swift SDK package.	None
technology-stack-blueprint-generator gh skills install github/awesome-copilot technology-stack-blueprint-generator	Comprehensive technology stack blueprint generator that analyzes codebases to create detailed architectural documentation. Automatically detects technology stacks, programming languages, and implementation patterns across multiple platforms (.NET, Java, JavaScript, React, Python). Generates configurable blueprints with version information, licensing details, usage patterns, coding conventions, and visual diagrams. Provides implementation-ready templates and maintains architectural consistency for guided development.	None
terraform-azurerm-set-diff-analyzer gh skills install github/awesome-copilot terraform-azurerm-set-diff-analyzer	Analyze Terraform plan JSON output for AzureRM Provider to distinguish between false-positive diffs (order-only changes in Set-type attributes) and actual resource changes. Use when reviewing terraform plan output for Azure resources like Application Gateway, Load Balancer, Firewall, Front Door, NSG, and other resources with Set-type attributes that cause spurious diffs due to internal ordering changes.	references/azurerm_set_attributes.json references/azurerm_set_attributes.md scripts/.gitignore scripts/README.md scripts/analyze_plan.py
threat-model-analyst gh skills install github/awesome-copilot threat-model-analyst	Full STRIDE-A threat model analysis and incremental update skill for repositories and systems. Supports two modes: (1) Single analysis — full STRIDE-A threat model of a repository, producing architecture overviews, DFD diagrams, STRIDE-A analysis, prioritized findings, and executive assessments. (2) Incremental analysis — takes a previous threat model report as baseline, compares the codebase at the latest (or a given commit), and produces an updated report with change tracking (new, resolved, still-present threats), STRIDE heatmap, findings diff, and an embedded HTML comparison. Only activate when the user explicitly requests a threat model analysis, incremental update, or invokes /threat-model-analyst directly.	references/analysis-principles.md references/diagram-conventions.md references/incremental-orchestrator.md references/orchestrator.md references/output-formats.md references/skeletons references/tmt-element-taxonomy.md references/verification-checklist.md
tldr-prompt gh skills install github/awesome-copilot tldr-prompt	Create tldr summaries for GitHub Copilot files (prompts, agents, instructions, collections), MCP servers, or documentation from URLs and queries.	None
transloadit-media-processing gh skills install github/awesome-copilot transloadit-media-processing	Process media files (video, audio, images, documents) using Transloadit. Use when asked to encode video to HLS/MP4, generate thumbnails, resize or watermark images, extract audio, concatenate clips, add subtitles, OCR documents, or run any media processing pipeline. Covers 86+ processing robots for file transformation at scale.	None
typescript-mcp-server-generator gh skills install github/awesome-copilot typescript-mcp-server-generator	Generate a complete MCP server project in TypeScript with tools, resources, and proper configuration	None
typespec-api-operations gh skills install github/awesome-copilot typespec-api-operations	Add GET, POST, PATCH, and DELETE operations to a TypeSpec API plugin with proper routing, parameters, and adaptive cards	None
typespec-create-agent gh skills install github/awesome-copilot typespec-create-agent	Generate a complete TypeSpec declarative agent with instructions, capabilities, and conversation starters for Microsoft 365 Copilot	None
typespec-create-api-plugin gh skills install github/awesome-copilot typespec-create-api-plugin	Generate a TypeSpec API plugin with REST operations, authentication, and Adaptive Cards for Microsoft 365 Copilot	None
unit-test-vue-pinia gh skills install github/awesome-copilot unit-test-vue-pinia	Write and review unit tests for Vue 3 + TypeScript + Vitest + Pinia codebases. Use when creating or updating tests for components, composables, and stores; mocking Pinia with createTestingPinia; applying Vue Test Utils patterns; and enforcing black-box assertions over implementation details.	references/pinia-patterns.md
update-avm-modules-in-bicep gh skills install github/awesome-copilot update-avm-modules-in-bicep	Update Azure Verified Modules (AVM) to latest versions in Bicep files.	None
update-implementation-plan gh skills install github/awesome-copilot update-implementation-plan	Update an existing implementation plan file with new or update requirements to provide new features, refactoring existing code or upgrading packages, design, architecture or infrastructure.	None
update-llms gh skills install github/awesome-copilot update-llms	Update the llms.txt file in the root folder to reflect changes in documentation or specifications following the llms.txt specification at https://llmstxt.org/	None
update-markdown-file-index gh skills install github/awesome-copilot update-markdown-file-index	Update a markdown file section with an index/table of files from a specified folder.	None
update-specification gh skills install github/awesome-copilot update-specification	Update an existing specification file for the solution, optimized for Generative AI consumption based on new requirements or updates to any existing code.	None
vardoger-analyze gh skills install github/awesome-copilot vardoger-analyze	Use when the user asks to personalize the GitHub Copilot CLI assistant, adapt Copilot to their style, use vardoger, or analyze their Copilot CLI conversation history. Reads the local session directory at ~/.copilot/session-state/, extracts recurring preferences and conventions, and writes a fenced personalization block into ~/.copilot/copilot-instructions.md. Runs entirely on the user's machine via the local vardoger CLI (pipx install vardoger); no network calls and no uploads. Triggers: 'personalize my copilot', 'analyze my copilot history', 'tailor copilot to me', 'run vardoger', 'update my copilot instructions from history', 'make copilot learn my style'.	None
vscode-ext-commands gh skills install github/awesome-copilot vscode-ext-commands	Guidelines for contributing commands in VS Code extensions. Indicates naming convention, visibility, localization and other relevant attributes, following VS Code extension development guidelines, libraries and good practices	None
vscode-ext-localization gh skills install github/awesome-copilot vscode-ext-localization	Guidelines for proper localization of VS Code extensions, following VS Code extension development guidelines, libraries and good practices	None
web-coder gh skills install github/awesome-copilot web-coder	Expert 10x engineer with comprehensive knowledge of web development, internet protocols, and web standards. Use when working with HTML, CSS, JavaScript, web APIs, HTTP/HTTPS, web security, performance optimization, accessibility, or any web/internet concepts. Specializes in translating web terminology accurately and implementing modern web standards across frontend and backend development.	references/accessibility.md references/architecture-patterns.md references/browsers-engines.md references/css-styling.md references/data-formats-encoding.md references/development-tools.md references/glossary.md references/html-markup.md references/http-networking.md references/javascript-programming.md references/media-graphics.md references/performance-optimization.md references/security-authentication.md references/servers-infrastructure.md references/web-apis-dom.md references/web-protocols-standards.md
web-design-reviewer gh skills install github/awesome-copilot web-design-reviewer	This skill enables visual inspection of websites running locally or remotely to identify and fix design issues. Triggers on requests like "review website design", "check the UI", "fix the layout", "find design problems". Detects issues with responsive design, accessibility, visual consistency, and layout breakage, then performs fixes at the source code level.	references/framework-fixes.md references/visual-checklist.md
webapp-testing gh skills install github/awesome-copilot webapp-testing	Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.	assets/test-helper.js
what-context-needed gh skills install github/awesome-copilot what-context-needed	Ask Copilot what files it needs to see before answering a question	None
winapp-cli gh skills install github/awesome-copilot winapp-cli	Windows App Development CLI (winapp) for building, packaging, and deploying Windows applications. Use when asked to initialize Windows app projects, create MSIX packages, generate AppxManifest.xml, manage development certificates, add package identity for debugging, sign packages, publish to the Microsoft Store, create external catalogs, or access Windows SDK build tools. Supports .NET (csproj), C++, Electron, Rust, Tauri, and cross-platform frameworks targeting Windows.	None
winmd-api-search gh skills install github/awesome-copilot winmd-api-search	Find and explore Windows desktop APIs. Use when building features that need platform capabilities — camera, file access, notifications, UI controls, AI/ML, sensors, networking, etc. Discovers the right API for a task and retrieves full type details (methods, properties, events, enumeration values).	LICENSE.txt scripts/Invoke-WinMdQuery.ps1 scripts/Update-WinMdCache.ps1 scripts/cache-generator
winui3-migration-guide gh skills install github/awesome-copilot winui3-migration-guide	UWP-to-WinUI 3 migration reference. Maps legacy UWP APIs to correct Windows App SDK equivalents with before/after code snippets. Covers namespace changes, threading (CoreDispatcher to DispatcherQueue), windowing (CoreWindow to AppWindow), dialogs, pickers, sharing, printing, background tasks, and the most common Copilot code generation mistakes.	None
workiq-copilot gh skills install github/awesome-copilot workiq-copilot	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, summaries, and recommendations.	None
write-coding-standards-from-file gh skills install github/awesome-copilot write-coding-standards-from-file	Write a coding standards document for a project using the coding styles from the file(s) and/or folder(s) passed as arguments in the prompt.	None