Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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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.
github/awesome-copilot 27,659
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semantic-kernel
Create, update, refactor, explain, or review Semantic Kernel solutions using shared guidance plus language-specific references for .NET and Python.
github/awesome-copilot 27,659
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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.
github/awesome-copilot 27,659
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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.
github/awesome-copilot 27,659
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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.
github/awesome-copilot 27,659
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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.
github/awesome-copilot 27,659
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mcp-create-declarative-agent
Skill converted from mcp-create-declarative-agent.prompt.md
github/awesome-copilot 27,659
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python-mcp-server-generator
Generate a complete MCP server project in Python with tools, resources, and proper configuration
github/awesome-copilot 27,659
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java-refactoring-extract-method
Refactoring using Extract Methods in Java Language
github/awesome-copilot 27,659
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php-mcp-server-generator
Generate a complete PHP Model Context Protocol server project with tools, resources, prompts, and tests using the official PHP SDK
github/awesome-copilot 27,659
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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.
github/awesome-copilot 27,659
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playwright-automation-fill-in-form
Automate filling in a form using Playwright MCP
github/awesome-copilot 27,659
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openapi-to-application-code
Generate a complete, production-ready application from an OpenAPI specification
github/awesome-copilot 27,659
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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).
github/awesome-copilot 27,659
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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.
github/awesome-copilot 27,659
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copilot-usage-metrics
Retrieve and display GitHub Copilot usage metrics for organizations and enterprises using the GitHub CLI and REST API.
github/awesome-copilot 27,659
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power-apps-code-app-scaffold
Scaffold a complete Power Apps Code App project with PAC CLI setup, SDK integration, and connector configuration
github/awesome-copilot 27,659
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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.
github/awesome-copilot 27,659
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java-junit
Get best practices for JUnit 5 unit testing, including data-driven tests
github/awesome-copilot 27,659
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power-bi-model-design-review
Comprehensive Power BI data model design review prompt for evaluating model architecture, relationships, and optimization opportunities.
github/awesome-copilot 27,659
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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.
github/awesome-copilot 27,659
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csharp-tunit
Get best practices for TUnit unit testing, including data-driven tests
github/awesome-copilot 27,659
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ruby-mcp-server-generator
Generate a complete Model Context Protocol server project in Ruby using the official MCP Ruby SDK gem.
github/awesome-copilot 27,659
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rust-mcp-server-generator
Generate a complete Rust Model Context Protocol server project with tools, prompts, resources, and tests using the official rmcp SDK
github/awesome-copilot 27,659