Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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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.
github/awesome-copilot 27,659
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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.
github/awesome-copilot 27,659
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javascript-typescript-jest
Best practices for writing JavaScript/TypeScript tests using Jest, including mocking strategies, test structure, and common patterns.
github/awesome-copilot 27,659
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create-github-action-workflow-specification
Create a formal specification for an existing GitHub Actions CI/CD workflow, optimized for AI consumption and workflow maintenance.
github/awesome-copilot 27,659
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update-avm-modules-in-bicep
Update Azure Verified Modules (AVM) to latest versions in Bicep files.
github/awesome-copilot 27,659
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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.
github/awesome-copilot 27,659
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power-bi-dax-optimization
Comprehensive Power BI DAX formula optimization prompt for improving performance, readability, and maintainability of DAX calculations.
github/awesome-copilot 27,659
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review-and-refactor
Review and refactor code in your project according to defined instructions
github/awesome-copilot 27,659
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create-agentsmd
Prompt for generating an AGENTS.md file for a repository
github/awesome-copilot 27,659
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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.
github/awesome-copilot 27,659
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csharp-nunit
Get best practices for NUnit unit testing, including data-driven tests
github/awesome-copilot 27,659
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prompt-builder
Guide users through creating high-quality GitHub Copilot prompts with proper structure, tools, and best practices.
github/awesome-copilot 27,659
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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.
github/awesome-copilot 27,659
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repo-story-time
Generate a comprehensive repository summary and narrative story from commit history
github/awesome-copilot 27,659
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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
github/awesome-copilot 27,659
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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").
github/awesome-copilot 27,659
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csharp-mcp-server-generator
Generate a complete MCP server project in C# with tools, prompts, and proper configuration
github/awesome-copilot 27,659
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boost-prompt
Interactive prompt refinement workflow: interrogates scope, deliverables, constraints; copies final markdown to clipboard; never writes code. Requires the Joyride extension.
github/awesome-copilot 27,659
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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.
github/awesome-copilot 27,659
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structured-autonomy-plan
Structured Autonomy Planning Prompt
github/awesome-copilot 27,659
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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.
github/awesome-copilot 27,659
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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.
github/awesome-copilot 27,659
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csharp-docs
Ensure that C# types are documented with XML comments and follow best practices for documentation.
github/awesome-copilot 27,659
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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.
github/awesome-copilot 27,659