@github
Covers backend, AI engineering, and DevOps directions, with representative works git-commit, gh-cli, prd.
All Skills by @github
git-commit
by @github
Proficiency in writing clear and standardized Git commit messages, ensuring each code submission by AI coding agents is easy to understand and trace, crucial for backend version control.
excalidraw-diagram-generator
by @github
Generates Excalidraw diagrams from natural language descriptions, suitable for creating flowcharts, visualizing processes, and other needs.
multi-stage-dockerfile
by @github
Create optimized multi-stage Dockerfiles for any language or framework, improving build efficiency and image size.
documentation-writer
by @github
As a Diátaxis documentation expert, provides professional documentation writing services, ensuring technical documents are clear, accurate, and easy to understand, enhancing readability.
prd
by @github
Proficiency in writing Product Requirements Documents (PRD), enabling AI coding agents to clearly define product features, user stories, and business logic, guiding development teams for effective implementation.
refactor
by @github
Masters backend code refactoring techniques, enabling AI agents to optimize existing backend systems, improving code quality, readability, and maintainability without altering external behavior.
gh-cli
by @github
GitHub CLI (gh) is a powerful command-line tool that seamlessly integrates GitHub's core functionalities into your terminal. It enables developers to manage repositories, handle issues, pull requests, GitHub Actions, and Codespaces directly from the command line. gh significantly simplifies interaction with GitHub, boosting daily development and operations efficiency, making it ideal for automation and scripting.
java-springboot
by @github
Masters Java Spring Boot backend development, enabling AI agents to quickly build stable, scalable enterprise applications and microservices.
create-readme
by @github
Create a README.md file for a project, providing an overview, installation, and usage instructions.
playwright-generate-test
by @github
Generates Playwright test scripts using Playwright MCP based on specific scenarios, simplifying the test creation process.
gh-stack
by @github
Manage stacked branches and Pull Requests using GitHub CLI extensions, automatically handling dependencies and code merges, suitable for multi-stage development of complex features.
github-issues
by @github
Masters GitHub Issues management, enabling AI agents to effectively track, collaborate on, and resolve issues and tasks in backend development.
conventional-commit
by @github
Provide tips and workflows for generating conventional commit messages using a structured XML format, helping users create standardized descriptive commits.
postgresql-optimization
by @github
PostgreSQL-specific development assistant, focusing on its unique features, advanced data types, and exclusive capabilities, including JSON.
dotnet-best-practices
by @github
Ensure .NET/C# code adheres to solution or project best practices, enhancing code quality.
sql-optimization
by @github
General SQL performance optimization assistant, offering comprehensive query tuning, indexing strategies, and database performance analysis.
chrome-devtools
by @github
Utilizes Chrome Developer Tools for frontend debugging, performance analysis, and quality assurance, helping AI agents optimize web applications.
microsoft-docs
by @github
Query official Microsoft documentation for concepts, tutorials, and code examples related to Azure, .NET, Agent Framework, VS Code, and more.
playwright-explore-website
by @github
Explore websites using Playwright MCP to identify key functionalities and potential test points.
azure-devops-cli
by @github
Manage Azure DevOps resources via CLI, including projects, repositories, pipelines, builds, PRs, work items, and more.
nuget-manager
by @github
Manage NuGet packages in .NET projects/solutions, supporting adding, removing, and updating versions, enforcing `dotnet` CLI usage.
microsoft-code-reference
by @github
Find Microsoft API references, working code examples, and verify SDK code correctness for Azure SDK and .NET libraries.
web-design-reviewer
by @github
Conducts visual inspections of locally or remotely running websites to identify and fix design issues, ensuring web aesthetics and functionality.
playwright-automation-fill-in-form
by @github
Automate form filling using Playwright MCP, improving testing efficiency and accuracy.
sql-code-review
by @github
General SQL code review assistant, performing comprehensive security, maintainability, and code quality analysis for all SQL databases.
create-specification
by @github
Creates new specification files for solutions, optimized for generative AI consumption. An AI Agent Skill to boost efficiency and automation.
create-agentsmd
by @github
Prompts for generating AGENTS.md files in code repositories to document agent information.
game-engine
by @github
Expert skill for building web-based game engines and games using HTML5, Canvas, WebGL, and JavaScript.
refactor-plan
by @github
Plans multi-file refactoring, including correct sequencing and rollback steps, ensuring a safe and controlled refactoring process.
memory-merger
by @github
Merges mature experiences from domain memory files into instruction files, supporting global, user, and workspace scopes.
javascript-typescript-jest
by @github
Provide best practices for writing JavaScript/TypeScript tests with Jest, including mocking strategies, test structure, and common patterns.
pytest-coverage
by @github
Run pytest tests and calculate coverage, identify uncovered code lines, and help increase coverage to 100%.
penpot-uiux-design
by @github
Provide a comprehensive guide for creating professional UI/UX designs in Penpot using MCP tools, suitable for web and mobile design.
postgresql-code-review
by @github
PostgreSQL-specific code review assistant, focusing on best practices, anti-patterns, and unique quality standards, covering JSONB operations.
create-implementation-plan
by @github
Create new implementation plan documents for new features, code refactoring, package upgrades, design, architecture, or infrastructure.
architecture-blueprint-generator
by @github
Comprehensive project architecture blueprint generator, analyzing codebases to create detailed architecture documentation. An AI Agent Skill to boost efficiency and automation.
typescript-mcp-server-generator
by @github
Generate a complete TypeScript MCP server project, including necessary tools, resources, and correct configuration.
dotnet-design-pattern-review
by @github
Reviews design pattern implementations in C#/.NET code and suggests improvements to enhance code quality.
java-junit
by @github
Provides best practices for JUnit 5 unit testing, including data-driven tests, to improve testing efficiency and coverage.
dotnet-upgrade
by @github
Provide ready-to-use prompts for comprehensive .NET framework upgrade analysis and execution, simplifying the upgrade process.
apple-appstore-reviewer
by @github
As a codebase reviewer, provide review guidance for Apple App Store optimization and rejection reasons.
make-repo-contribution
by @github
Ensure all code changes follow repository documentation guidelines, covering issue submission, branch creation, commit generation, and pull requests, to maintain code standards.
update-implementation-plan
by @github
Update existing implementation plan files based on new requirements or updates, to support new features, refactor code, or upgrade packages.
review-and-refactor
by @github
Review and refactor project code according to established instructions, improving code quality and maintainability. (AI Agent Skill for enhanced efficiency and automation)
editorconfig
by @github
Generate comprehensive and best-practice-compliant `.editorconfig` files based on project analysis and user preferences.
csharp-async
by @github
Provide best practices for C# asynchronous programming, helping developers write efficient, responsive code.
create-github-action-workflow-specification
by @github
Create formal specifications for existing GitHub Actions CI/CD workflows, optimizing AI consumption and workflow maintenance.
java-docs
by @github
Ensure Java types are documented with Javadoc comments and follow best practices for documentation.
python-mcp-server-generator
by @github
Generates complete Python MCP server projects, including tools, resources, and correct configurations.
ai-prompt-engineering-safety-review
by @github
Comprehensive AI prompt engineering safety review and prompt improvement, analyzing prompt security, bias, and vulnerabilities.
csharp-xunit
by @github
Provide best practices for XUnit unit testing, including data-driven tests, to help write efficient tests.
agentic-eval
by @github
Provide patterns and techniques for evaluating and improving AI agent outputs, enabling self-criticism and reflection loops.
create-architectural-decision-record
by @github
Create Architectural Decision Records (ADRs) for AI-optimized decision documentation, recording key technical decisions.
pdftk-server
by @github
Process PDF files using the command-line tool pdftk, supporting merging, splitting, rotating pages, encrypting, or decrypting PDFs.
refactor-method-complexity-reduce
by @github
Refactor a specified method to reduce its cognitive complexity to or below a set threshold by extracting helper methods to simplify code structure.
breakdown-feature-prd
by @github
Prompts for creating Product Requirement Documents (PRDs) for new features based on Epics, ensuring clear requirements.
scoutqa-test
by @github
For testing websites, performing exploratory testing, checking accessibility issues, and validating login processes, etc.
nano-banana-pro-openrouter
by @github
Generates or edits images using the Gemini 3 Pro image model via OpenRouter, supporting pure prompt generation, image editing, and multi-image composition.
meeting-minutes
by @github
Generates concise, actionable meeting minutes for internal meetings, including metadata, agenda, decisions, and action items.
powerbi-modeling
by @github
Power BI semantic modeling assistant for building optimized data models, creating measures, and designing star schemas.
markdown-to-html
by @github
Converts Markdown files to HTML, similar to tools like `marked.js` or `pandoc`, or by writing custom scripts.
kotlin-springboot
by @github
Provide best practices for developing applications using Spring Boot and Kotlin, guiding users to write high-quality code.
dataverse-python-production-code
by @github
Generate production-ready Python code using the Dataverse SDK, including error handling, optimization, and best practices.
boost-prompt
by @github
Interactive prompt optimization workflow that asks for scope, deliverables, constraints, and copies the final Markdown to the clipboard without generating code.
devops-rollout-plan
by @github
Generate comprehensive DevOps rollout plans, including pre-checks, phased deployments, validation signals, rollback procedures, and communication plans, to ensure a smooth launch.
git-flow-branch-creator
by @github
Intelligent Git Flow branch creator that analyzes Git status/diffs and creates appropriate branches based on the nvie Git Flow branching model.
my-pull-requests
by @github
List all pull requests I created in the current repository for easy tracking of code contributions. (AI Agent Skill for improved productivity and automation)
image-manipulation-image-magick
by @github
Processes and manipulates images using ImageMagick, supporting resizing, format conversion, batch processing, and retrieving image metadata.
plantuml-ascii
by @github
Generates ASCII art diagrams using PlantUML text mode, suitable for creating text and terminal-friendly charts.
mcp-cli
by @github
Interact with MCP servers via CLI to connect external tools, APIs, or data sources, and list available resources.
agent-governance
by @github
Add patterns and techniques for governance, security, and trust controls to AI agent systems, suitable for building AI agents that call external services.
write-coding-standards-from-file
by @github
Writes coding standard documentation for projects based on coding styles in specified files or folders. An AI Agent Skill to boost efficiency and automation.
ef-core
by @github
Provide Entity Framework Core best practices to guide developers in using the framework efficiently.
my-issues
by @github
List all issues I've created in the current repository for easy tracking and management. (AI Agent Skill for enhanced productivity and automation)
context-map
by @github
Generate a map of all task-related files before making code changes, to gain a comprehensive understanding of the context.
azure-deployment-preflight
by @github
Perform comprehensive pre-flight validation for Bicep deployments to Azure, including template syntax, assumption analysis, and permission checks.
readme-blueprint-generator
by @github
Intelligently generate README.md files, analyze project documentation structure, and create comprehensive repository documentation, supporting .git directory scanning.
csharp-docs
by @github
Ensure C# types are documented using XML comments and follow documentation best practices.
create-spring-boot-java-project
by @github
Create a Spring Boot Java project skeleton to quickly kickstart new project development.
openapi-to-application-code
by @github
Generate a complete, production-ready application from an OpenAPI specification, accelerating development.
prompt-builder
by @github
Guides users in creating high-quality GitHub Copilot prompts, including correct structure, tools, and best practices.
project-workflow-analysis-blueprint-generator
by @github
Comprehensive technology-agnostic prompt generator for documenting end-to-end application workflows and automatically detecting project types.
create-github-issues-feature-from-implementation-plan
by @github
Create GitHub issues using `feature_request.yml` or `chore_request.yml` templates based on implementation plan stages.
folder-structure-blueprint-generator
by @github
Comprehensive technology-agnostic prompt for analyzing and documenting project folder structures, automatically detecting project types (e.g., .NET, Java, R).
azure-role-selector
by @github
Guides users in assigning appropriate Azure roles based on required permissions, ensuring least privilege and security.
power-bi-report-design-consultation
by @github
Power BI report visualization design consultation for creating effective, user-friendly, and accessible reports, optimizing chart selection.
java-refactoring-extract-method
by @github
Perform "Extract Method" refactoring in Java to improve code readability and maintainability.
next-intl-add-language
by @github
Add a new language to a Next.js + next-intl application to enable internationalization support.
breakdown-plan
by @github
Issue planning and automated prompting, generating comprehensive project plans including epics, features, stories/enablers, test levels, dependencies, and priorities.
breakdown-test
by @github
Test planning and quality assurance prompt to generate a comprehensive test strategy, task breakdown, and quality verification plan for GitHub projects.
remember
by @github
Transform lessons learned into memory instructions organized by domain (global or workspace), recording and managing knowledge through specific syntax.
aspnet-minimal-api-openapi
by @github
Create ASP.NET Minimal API endpoints with proper OpenAPI documentation, ensuring clear interfaces.
dataverse-python-advanced-patterns
by @github
Generate production-grade code for the Dataverse SDK using advanced patterns, error handling, and optimization techniques.
rust-mcp-server-generator
by @github
Generate a complete Rust MCP server project using the official rmcp SDK, including tools, prompts, resources, and tests.
create-llms
by @github
Create an llms.txt file from scratch based on the repository structure and llms.txt specification.
breakdown-feature-implementation
by @github
Create a prompt for a detailed feature implementation plan, following the Epoch monorepo structure to ensure a clear development process.
update-specification
by @github
Optimize existing solution specification files for generative AI use, based on new requirements or existing code updates.
debian-linux-triage
by @github
Diagnose and resolve Debian Linux issues, providing guidance related to apt, systemd, and AppArmor.
add-educational-comments
by @github
Add educational comments to a specified file, or prompt the user to select a file for commenting if none is provided.
quasi-coder
by @github
Expert 10x engineer skill to interpret and implement code from shorthand, pseudocode, and natural language descriptions, handling incomplete input.
go-mcp-server-generator
by @github
Generate a complete Go MCP server project using the official Go SDK, including correct structure, dependencies, and implementation.
arch-linux-triage
by @github
Diagnose and resolve Arch Linux issues, providing best practice guidance for pacman, systemd, and rolling releases.
finnish-humanizer
by @github
Detect and remove AI-generated markers from Finnish text to make it sound like it was written by a native speaker, achieving "humanization" or "naturalization."
power-bi-dax-optimization
by @github
Comprehensive Power BI DAX formula optimization prompts, aimed at improving the performance, readability, and maintainability of DAX calculations.
breakdown-epic-pm
by @github
Create a prompt for a new epic-level Product Requirements Document (PRD) that will serve as input for generating technical architecture specifications.
remember-interactive-programming
by @github
A micro-prompt reminding the agent of its role as an interactive programmer, excelling in REPL environments like Clojure.
vscode-ext-commands
by @github
Provides guidelines for contributing commands in VS Code extensions, including attributes like naming conventions, visibility, and localization.
aspire
by @github
Covers Aspire-related skills such as Aspire CLI, AppHost orchestration, service discovery, integration, MCP server, VS Code extension, dev containers, GitHub Codespaces, and templates.
fluentui-blazor
by @github
Provide guidance on using the Microsoft Fluent UI Blazor component library in Blazor applications, simplifying UI development.
finalize-agent-prompt
by @github
Finalize prompt files as an AI agent, optimizing prompt content for end-users. (AI Agent Skill, improves efficiency and automation)
microsoft-skill-creator
by @github
Create agent skills for Microsoft technologies using the Learn MCP tool, helping users develop skills that teach agents about any Microsoft technology.
technology-stack-blueprint-generator
by @github
Comprehensive technology stack blueprint generator that analyzes codebases to create detailed architectural documentation and automatically detects the technology stack.
breakdown-epic-arch
by @github
Create prompts for high-level technical architecture for epic projects based on product requirement documents. (AI Agent Skill, improves efficiency and automation)
create-technical-spike
by @github
Create time-boxed technical spike documents to research and resolve critical development decisions before implementation.
snowflake-semanticview
by @github
Create, modify, and validate Snowflake semantic views using the Snowflake CLI for building or troubleshooting semantic layer definitions.
azure-static-web-apps
by @github
Creates, configures, and deploys Azure Static Web Apps using SWA CLI, supporting static site deployment and local development.
containerize-aspnetcore
by @github
Containerize ASP.NET Core projects by creating customized Dockerfile and .dockerfile files.
generate-custom-instructions-from-codebase
by @github
Generate migration and code evolution instructions for GitHub Copilot by analyzing differences between two project versions (branches).
java-refactoring-remove-parameter
by @github
Refactor in Java using 'Remove Parameter' to simplify method signatures and code structure.
php-mcp-server-generator
by @github
Generate a complete PHP MCP server project using the official PHP SDK, including tools, resources, prompts, and tests.
power-bi-performance-troubleshooting
by @github
Systematic Power BI performance troubleshooting prompts for identifying, diagnosing, and resolving performance issues in Power BI models.
create-github-pull-request-from-specification
by @github
Create GitHub pull requests for feature requests based on specification files and the `pull_request_template.md` template.
github-copilot-starter
by @github
Set up a complete GitHub Copilot configuration for new projects based on the technology stack, quickly kickstarting development.
copilot-instructions-blueprint-generator
by @github
Technology-agnostic blueprint generator for creating comprehensive `copilot-instructions.md` files to guide GitHub Copilot in code generation.
what-context-needed
by @github
Before answering a question, ask Copilot which files it needs to review for necessary context.
convert-plaintext-to-md
by @github
Convert plain text documents to Markdown format based on prompt instructions or document options.
create-github-issues-for-unmet-specification-requirements
by @github
Create GitHub issues using the `feature_request.yml` template for unmet requirements in specification files.
create-github-issue-feature-from-specification
by @github
Create GitHub issues for feature requests based on specification files and the feature_request.yml template.
make-skill-template
by @github
Create new GitHub Copilot agent skills from prompts or by duplicating templates for rapid skill development.
suggest-awesome-github-copilot-skills
by @github
Recommend relevant GitHub Copilot skills from the `awesome-copilot` repository based on current repository context and chat history.
vscode-ext-localization
by @github
Provides correct guidelines for VS Code extension localization, adhering to development specifications, libraries, and best practices.
repo-story-time
by @github
Generate comprehensive repository summaries and narrative stories from commit history to understand project evolution.
terraform-azurerm-set-diff-analyzer
by @github
Analyze Terraform plan JSON output for AzureRM Provider, distinguishing false positive differences (e.g., order changes in Set type attributes) to accurately identify configuration changes.
power-bi-model-design-review
by @github
Comprehensive Power BI data model design review prompts for evaluating model architecture, relationships, and optimization opportunities.
comment-code-generate-a-tutorial
by @github
Transform Python scripts into refined, beginner-friendly projects by refactoring code, adding clear instructional comments, and generating tutorials.
legacy-circuit-mockups
by @github
Generates breadboard circuit models and visual diagrams using HTML5 Canvas drawing techniques for visualizing circuit layouts.
csharp-nunit
by @github
Provide NUnit unit testing best practices, including data-driven testing, to help write effective tests.
csharp-mstest
by @github
Provide best practices for MSTest 3.x/4.x unit testing, including modern assertion APIs and data-driven testing.
update-markdown-file-index
by @github
Update Markdown file sections with file indexes/directories from specified folders, keeping documentation up-to-date.
structured-autonomy-implement
by @github
Provide structured autonomy implementation prompts to guide agents in strictly executing tasks according to plan. (AI Agent Skill for enhanced productivity and automation)
structured-autonomy-plan
by @github
Provide structured autonomy planning prompts to help users design detailed development plans. (AI Agent Skill, improves efficiency and automation)
java-mcp-server-generator
by @github
Generate a complete Java MCP server project using the official MCP Java SDK, supporting reactive streams and optional Spring Boot integration.
typespec-api-operations
by @github
Add GET, POST, PATCH, and DELETE operations to a TypeSpec API plugin, including appropriate routing, parameters, and Adaptive Cards.
mcp-deploy-manage-agents
by @github
This skill is converted from the `mcp-deploy-manage-agents.prompt.md` file, used for deploying and managing agents.
swift-mcp-server-generator
by @github
Generate a complete Swift MCP server project using the official MCP Swift SDK package, simplifying development.
code-exemplars-blueprint-generator
by @github
Technology-agnostic prompt generator that creates customizable AI prompts for scanning codebases and identifying high-quality code exemplars.
bigquery-pipeline-audit
by @github
Audit Python + BigQuery pipelines for cost security, idempotency, and production readiness, returning a structured report with precise patch locations.
copilot-cli-quickstart
by @github
Provide an interactive, step-by-step tutorial for users wanting to learn GitHub Copilot CLI from scratch, including a developer guide.
tldr-prompt
by @github
Create tldr summaries for GitHub Copilot files (prompts, agents, instructions, collections), MCP servers, or documents from URLs and queries.
first-ask
by @github
An interactive, tool-driven task refinement workflow that asks for scope, deliverables, and constraints before task execution.
update-llms
by @github
Update the llms.txt file in the root directory according to the llms.txt specification to reflect changes in documentation or specifications.
workiq-copilot
by @github
Guide Copilot CLI to query Microsoft 365 Copilot data (e.g., emails, meetings, documents, Teams, and people information) using WorkIQ CLI/MCP server for real-time context and summaries.
gen-specs-as-issues
by @github
Systematically identify missing features, prioritize them, and create detailed implementation specifications as GitHub Issues.
suggest-awesome-github-copilot-agents
by @github
Recommend relevant GitHub Copilot custom agent files from the awesome-copilot repository based on the current repository context and chat history.
suggest-awesome-github-copilot-instructions
by @github
Recommend relevant GitHub Copilot instruction files from the awesome-copilot repository based on the current repository context and chat history.
fedora-linux-triage
by @github
Triage and resolve Fedora Linux system issues using dnf, systemd, and SELinux-aware guidance.
fabric-lakehouse
by @github
Provide context on Fabric Lakehouse and its features in software systems and AI capabilities, including Lakehouse data concepts.
csharp-tunit
by @github
Provide TUnit unit testing best practices, including data-driven testing, to help write effective tests.
mkdocs-translations
by @github
Generate language translations for MkDocs documentation stacks, supporting multilingual documents. (AI Agent Skill, improves efficiency and automation)
create-tldr-page
by @github
Create a tldr page from a document URL and command example, requiring the URL and command name.
structured-autonomy-generate
by @github
Generate a structured autonomy implementation plan, providing a complete and ready-to-use PR implementation proposal.
declarative-agents
by @github
Provide a complete development kit for Microsoft 365 Copilot declarative agents, supporting TypeSpec and including basic, advanced, and validation workflows.
mcp-create-declarative-agent
by @github
Create and generate a declarative agent compliant with MCP specifications based on document content and user requirements.
typespec-create-agent
by @github
Generate a complete TypeSpec declarative agent for Microsoft 365 Copilot, including instructions, capabilities, and conversation starters.
power-platform-mcp-connector-suite
by @github
Generate a complete Power Platform custom connector, integrating MCP to support Copilot Studio, including schema generation and troubleshooting.
typespec-create-api-plugin
by @github
Generate a TypeSpec API plugin for Microsoft 365 Copilot, including REST operations, authentication, and Adaptive Cards.
dataverse-python-usecase-builder
by @github
Generate complete solutions and provide architectural advice for specific Dataverse SDK use cases.
mcp-copilot-studio-server-generator
by @github
Generate a complete MCP server implementation, optimized for Copilot Studio integration, with appropriate schema constraints and streaming HTTP support.
containerize-aspnet-framework
by @github
Containerize ASP.NET .NET Framework projects by creating customized Dockerfile files.
dataverse-python-quickstart
by @github
Generate Python SDK setup, CRUD, batch operations, and pagination code snippets using official patterns.
power-apps-code-app-scaffold
by @github
Scaffold a complete Power Apps code application project, including PAC CLI setup, SDK integration, and connector configuration.
kotlin-mcp-server-generator
by @github
Generate a complete Kotlin MCP server project, including correct structure, dependencies, and official SDK implementation.
create-spring-boot-kotlin-project
by @github
Quickly scaffold Spring Boot Kotlin projects, providing basic structure and configuration for developers to start new projects.
java-add-graalvm-native-image-support
by @github
Add GraalVM native image support to Java applications, build projects, analyze build errors, and apply fixes.
mcp-create-adaptive-cards
by @github
Create and generate Adaptive Cards compliant with MCP specifications based on document content and user requirements.
copilot-usage-metrics
by @github
Retrieve and display GitHub Copilot usage metrics for organizations and enterprises using GitHub CLI and REST API.
centos-linux-triage
by @github
Triage and resolve CentOS Linux system issues using RHEL-compatible tools, SELinux-aware practices, and firewalld.
azure-resource-health-diagnose
by @github
Analyze Azure resource health, diagnose issues from logs and telemetry, and create remediation plans for identified problems.
az-cost-optimize
by @github
Analyze Azure resources used by applications, optimize costs, and create GitHub Issues for identified optimization points.
cosmosdb-datamodeling
by @github
Provide a step-by-step guide to capture key application requirements for NoSQL use cases and design Azure Cosmos DB NoSQL data models using best practices.
shuffle-json-data
by @github
Securely shuffle duplicate JSON objects, validating schema consistency before randomizing entries.
transloadit-media-processing
by @github
Process media files (video, audio, images, documents) using Transloadit, applicable for video encoding, thumbnail generation, or resizing.
sponsor-finder
by @github
Find which dependencies in a GitHub repository can be sponsored via GitHub Sponsors, using the deps.dev API to parse npm, PyPI, and other dependencies.
ruby-mcp-server-generator
by @github
Generate a complete Ruby Model Context Protocol server project using the official MCP Ruby SDK gem.
entra-agent-user
by @github
Create an agent user from an agent identity in Microsoft Entra ID, enabling AI agents to function as digital employees in Microsoft 365.
update-avm-modules-in-bicep
by @github
Update Azure Verified Modules (AVM) to the latest version in Bicep files.
polyglot-test-agent
by @github
Generate comprehensive, usable unit tests for any programming language using a multi-agent pipeline, suitable for generating or writing unit tests.
csharp-mcp-server-generator
by @github
Generate a complete C# MCP server project, including necessary tools, prompts, and correct configuration.
winapp-cli
by @github
Windows application development CLI tool for building, packaging, and deploying Windows applications, capable of initializing projects or creating MSIX packages.
model-recommendation
by @github
Analyze chat patterns or prompt files to recommend the best AI model based on task complexity, required capabilities, and cost-effectiveness.
datanalysis-credit-risk
by @github
Provides credit risk data cleaning and variable screening processes for pre-loan modeling, used to process raw credit data.
msstore-cli
by @github
Microsoft Store developer CLI tool for publishing Windows applications to the Microsoft Store, supporting credential configuration and app listing.
create-web-form
by @github
Community-contributed skill for creating web forms, providing guidance, agency, and configuration support for frontend developers to simplify form development.
mcp-configure
by @github
Configure an MCP server for GitHub Copilot to integrate it with your Dataverse environment.
create-oo-component-documentation
by @github
Community-contributed skill for creating documentation for object-oriented components, providing guidance, agency, and configuration support to improve documentation quality.
update-oo-component-documentation
by @github
Community-contributed skill for updating documentation for object-oriented components, providing guidance, agency, and configuration support to ensure documentation timeliness.
import-infrastructure-as-code
by @github
Import existing Azure resources into Terraform using Azure CLI discovery and AVM, achieving Infrastructure as Code.
mentoring-juniors
by @github
Provide Socratic mentoring to junior developers and AI newcomers, guiding learning through questions without directly giving answers.
suggest-awesome-github-copilot-prompts
by @github
Community-contributed skill aimed at providing excellent GitHub Copilot prompt suggestions, enhancing AI-assisted programming efficiency and quality.
noob-mode
by @github
Provide a plain English translation layer for non-technical Copilot CLI users, converting all prompts, errors, and technical output into clear, understandable language.
winmd-api-search
by @github
Can find and explore Windows desktop APIs, quickly locating and understanding required interfaces when building Windows applications or features.
winui3-migration-guide
by @github
Provides a UWP to WinUI 3 migration guide, mapping old UWP APIs to their WinUI 3 counterparts, helping developers smoothly upgrade applications.
web-coder
by @github
Possesses comprehensive Web development knowledge, acting as a 10x efficiency expert to build high-performance, high-quality web applications and solutions.
premium-frontend-ui
by @github
Build immersive frontend UI experiences, from HTML/CSS to interactive animations, creating highly refined digital interfaces.
azure-pricing
by @github
Retrieves real-time Azure cloud service pricing via the Azure Retail Prices API, assisting users with cost estimation and budget planning.
secret-scanning
by @github
Configure GitHub secret scanning to automatically detect leaked credentials in code, prevent key pushes, define custom patterns, and manage alerts.
copilot-spaces
by @github
Uses Copilot Spaces to provide project-specific context for conversations, loading relevant information from shared spaces.
dependabot
by @github
Configure and manage GitHub Dependabot, automatically monitoring dependency vulnerabilities, creating security update PRs, and upgrading dependency versions.
flowstudio-power-automate-mcp
by @github
Allows users to connect and operate Power Automate cloud flows via Flowstudio, enabling the deployment and management of automated tasks.
doublecheck
by @github
Perform three-layer validation on AI-generated content to ensure accuracy, consistency, and high quality of output, reducing errors and biases.
eval-driven-dev
by @github
Practices evaluation-driven development with Pixie, directly reading/writing code, running commands, and generating test pipelines instead of writing planning documents.
gsap-framer-scroll-animation
by @github
This skill generates production-grade GSAP and Framer Motion scroll animations for frontend developers, leveraging GitHub Copilot prompts, ready-to-use code recipes, and deep API references. It helps developers efficiently implement complex scroll-driven interactions, enhancing user experience while ensuring animation performance and maintainability.
draw-io-diagram-generator
by @github
Automatically generate Draw.io diagram files conforming to mxGraph XML specification, supporting architecture diagrams, flowcharts, and UML diagrams.
automate-this
by @github
Analyzes screen recordings of manual operations and generates targeted automation scripts. An AI Agent Skill to improve work efficiency and automation.
cloud-design-patterns
by @github
Provide cloud design pattern guidance, helping architects design and build reliable cloud workloads by integrating platform services, components, and data storage.
napkin
by @github
Provides visual whiteboard collaboration for Copilot CLI, enabling users to engage in graphical thinking and concept building within the command-line environment.
cli-mastery
by @github
Provides interactive training for GitHub Copilot CLI, guiding users through lessons to master command-line tool usage techniques and best practices.
acquire-codebase-knowledge
by @github
This skill automatically scans a codebase and generates comprehensive documentation including architecture, tech stack, structure, conventions, integrations, testing, and concerns. It helps developers quickly understand any codebase, ideal for onboarding new team members, auditing legacy code, or documenting large projects.
spring-boot-testing
by @github
Provides a Spring Boot application testing guide, covering best practices for unit testing, integration testing, and test slicing.
microsoft-agent-framework
by @github
Microsoft Agent Framework unifies Semantic Kernel and AutoGen functionalities for application, agent, and workflow development.
issue-fields-migration
by @github
Migrates tag-based temporary solutions to organization-level structured Issue fields, supporting typed metadata and cross-repository search.
flowstudio-power-automate-debug
by @github
Debug failed Power Automate cloud flows using the FlowStudio MCP server.
flowstudio-power-automate-build
by @github
Builds, sets up, and deploys Power Automate cloud flows using FlowStudio.
gtm-positioning-strategy
by @github
Help businesses find defensible market positioning, transforming generic marketing messages into clear differentiated propositions, and testing market resonance.
publish-to-pages
by @github
The 'publish-to-pages' skill automates project content deployment to GitHub Pages. It streamlines publishing static websites, documentation, or applications, enhancing development efficiency and deployment speed for quick content delivery.
creating-oracle-to-postgres-master-migration-plan
by @github
Develop a master migration plan from Oracle to PostgreSQL databases, detailing migration steps, strategies, and timelines to ensure a smooth transition.
migrating-oracle-to-postgres-stored-procedures
by @github
Migrate stored procedures from Oracle to PostgreSQL, ensuring smooth transition and compatibility of business logic.
reviewing-oracle-to-postgres-migration
by @github
Review the Oracle to PostgreSQL database migration process, identify potential issues and risks, and ensure a smooth migration.
gtm-product-led-growth
by @github
Product-Led Growth (PLG) strategy guide, helping build self-serve acquisition and expansion mechanisms, and determining if PLG is suitable for your product.
creating-oracle-to-postgres-migration-bug-report
by @github
Create detailed bug reports for defects found during Oracle to PostgreSQL database migration, enabling tracking and resolution.
creating-oracle-to-postgres-migration-integration-tests
by @github
Create integration tests for Oracle to PostgreSQL database migration, verifying system functionality and data integrity after migration.
planning-oracle-to-postgres-migration-integration-testing
by @github
Plan integration testing for Oracle to PostgreSQL database migration, ensuring system functionality and data integrity post-migration.
unit-test-vue-pinia
by @github
Creates or reviews unit tests for Vue components, Composables, and Pinia Stores, keeping tests small and deterministic.
semantic-kernel
by @github
Build applications, plugins, function call flows, and AI integrations based on Semantic Kernel, providing implementation advice and best practices.
sandbox-npm-install
by @github
First-time npm package installation in a sandbox environment, handling package.json changes and native binary crash issues.
gtm-0-to-1-launch
by @github
A guide for launching new products from 0 to 1, aiming to find the first 10 indispensable customers.
gtm-technical-product-pricing
by @github
Technical product pricing guide, covering pricing strategies for APIs, developer tools, SaaS applications, and infrastructure products.
scaffolding-oracle-to-postgres-migration-test-project
by @github
Set up an integration test project for Oracle to PostgreSQL database migration, providing a test framework and environment to ensure migration quality.
oo-component-documentation
by @github
Creates or updates object-oriented component documentation, analyzing current implementations and generating complete API documentation.
dotnet-timezone
by @github
Solve .NET and C# timezone issues, providing production-grade guidance and ready-to-use code snippets, covering address lookup, timezone IDs, and UTC conversion.
aws-cdk-python-setup
by @github
This GitHub Copilot skill assists developers in quickly setting up and configuring AWS CDK Python projects. It streamlines the deployment of AWS cloud resources by automating initialization, dependency management, and basic infrastructure code generation, thereby enhancing development efficiency.
gtm-board-and-investor-communication
by @github
Structure board meetings and investor updates to drive decisions through effective communication, rather than creating unread slides.
gdpr-compliant
by @github
Provides actionable GDPR compliance guidance for engineers, designing system architectures and data processing flows based on data minimization principles.
gtm-ai-gtm
by @github
AI product go-to-market strategy framework, addressing enterprise client trust issues with autonomous agents, repositioning products from tools to team collaborators.
gtm-enterprise-onboarding
by @github
Four-stage enterprise client onboarding framework, covering the complete process from contract signing to value realization, ensuring sustained adoption and preventing usage drop-off after 12 weeks.
gtm-enterprise-account-planning
by @github
Enterprise account strategic planning methodology, transforming complex sales cycles into systematic wins, identifying dying deals early to avoid resource waste.
gtm-partnership-architecture
by @github
Build and scale partner ecosystems, driving revenue and platform adoption through partnership models based on genuine economic commitments.
quality-playbook
by @github
Generate a complete quality system for a specific codebase, including testing strategies, quality gates, and best practices, rather than simple test stub generation.
ruff-recursive-fix
by @github
Perform Python code quality checks and automatic fixes using Ruff, supporting project configuration and scope limitation.
azure-architecture-autopilot
by @github
Design Azure architecture using natural language, automatically generating resource diagrams and deployment scripts, or visualizing existing resources and modifying deployments.
gtm-developer-ecosystem
by @github
Build and scale developer-led adoption through ecosystem programs, communities, and partnerships, focusing on factors that truly drive adoption.
gtm-operating-cadence
by @github
Automatically adjust operating cadence and meeting structure based on team size, reducing ineffective meetings and improving decision-making efficiency.
threat-model-analyst
by @github
Performs STRIDE-A threat modeling and Zero Trust principle analysis, automatically identifying system vulnerabilities, key leaks, and architectural risks.
agent-owasp-compliance
by @github
Evaluate AI agent systems for OWASP ASI Top 10 compliance, identifying critical security risks.
roundup
by @github
Automatically generate status briefings conforming to user communication style, pulling information from data sources in the user's environment and generating drafts, suitable for team collaboration and project progress reporting.
daily-prep
by @github
daily-prep, AI Agent Skill, improves work efficiency and automation capabilities.
geofeed-tuner
by @github
geofeed-tuner is a tool designed to optimize geographical feed data. It assists users in adjusting and managing geo-routing information to enhance network performance and content delivery efficiency, ensuring user requests are directed to the optimal geographical servers, thereby reducing latency and improving service response times.
roundup-setup
by @github
Roundup plugin configuration guide, understanding user's workflow, communication partners, and status update style through natural conversation, finally generating a personalized configuration file.
integrate-context-matic
by @github
Guide the complete process of integrating third-party APIs or services into ContextMatic MCP, including authentication, configuration, and testing.
arize-prompt-optimization
by @github
Optimize LLM application prompts based on Arize Trace data, locating prompt storage based on different span types and attributes to improve model output quality.
arize-evaluator
by @github
Design and run LLM-as-judge evaluators on Arize, supporting custom evaluation metrics and datasets to automate the assessment of LLM application output quality.
arize-experiment
by @github
Create and manage experiments on Arize, run LLM evaluations on datasets, collect model outputs and evaluation metrics, supporting version comparison and performance analysis.
arize-dataset
by @github
Awesome GitHub Copilot is a community-driven collection of resources designed to enhance the GitHub Copilot experience. It includes custom AI agents, instructions, skills, hooks, workflows, and plugins. Users can browse, search, and filter hundreds of resources on its website, and leverage MCP servers and developer tooling. The platform also offers a learning hub to help users master core concepts of AI agents, skills, and workflows, and easily install plugins via CLI, building an efficient AI-assisted development ecosystem.
arize-instrumentation
by @github
Add Arize AX tracing to applications using an Agent-assisted process, automatically detecting code and generating tracing configurations, supporting OpenInference semantic conventions.
arize-trace
by @github
Analyze trace, span, and session concepts in Arize Trace data, tracking LLM application call chains, tool execution, and retriever operations.
arize-link
by @github
Generate deep links for Arize UI, supporting quick navigation and viewing of resources like traces, spans, sessions, and datasets.
arize-ai-provider-integration
by @github
Manage LLM Provider integrations in Arize, store credentials, and configure multiple LLM services for evaluators and other functions.
arize-annotation
by @github
This Copilot skill assists users with data annotation tasks, improving data processing efficiency and accuracy. It leverages AI capabilities to help identify, classify, and label data, particularly suitable for machine learning model data preparation and quality enhancement.
agent-supply-chain
by @github
Generate integrity manifests for AI agent plugins and tools, detecting tampering, enforcing version locking, and establishing supply chain traceability.
onboard-context-matic
by @github
Interactive onboarding guide for ContextMatic MCP, covering installation, configuration, and core feature demonstrations.
phoenix-evals
by @github
Build evaluators for AI/LLM applications, achieving precise model performance assessment with a code-first approach.
phoenix-tracing
by @github
Add observability to LLM applications using OpenTelemetry, automatically tracing traces, spans, and metrics.
phoenix-cli
by @github
Arize Phoenix command-line tool for querying LLM observability data such as traces, spans, and datasets.
python-pypi-package-builder
by @github
Complete guide: building, testing, type annotation, version management, and publishing Python libraries to PyPI.
from-the-other-side-vega
by @github
Share AI assistant Vega's experience collaborating with engineers hundreds of times, providing best practices for human-AI collaboration.