MCP servers and skills: search, filter by where they run, and compare.
Optimizes, improves, and debugs LLM prompts using production trace data, evaluations, and annotations. Extracts prompts from spans, gathers performance signal, and runs a data-driven optimization loop
OfficialSkillMIT★ 40k in collectionNo key
Generate a complete Rust Model Context Protocol server project with tools, prompts, resources, and tests using the official rmcp SDK
OfficialSkillMIT★ 40k in collectionNo key
Generate a complete PHP Model Context Protocol server project with tools, resources, prompts, and tests using the official PHP SDK
OfficialSkillMIT★ 40k in collectionNo key
Comprehensive AI prompt engineering safety review and improvement prompt. Analyzes prompts for safety, bias, security vulnerabilities, and effectiveness while providing detailed improvement recommenda
OfficialSkillMIT★ 40k in collectionNo key
Create tldr summaries for GitHub Copilot files (prompts, agents, instructions, collections), MCP servers, or documentation from URLs and queries.
OfficialSkillMIT★ 40k in collectionNo key
Manages stacked PRs and splits multi-part work into reviewable branches with gh-stack. Use for stack creation, viewing, edits, push, submit, sync, rebase, merge, or checkout; when asked to split or is
OfficialSkillMIT★ 143k in collectionNo key
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.
OfficialSkillMIT★ 40k in collectionNo key
Generate complete Power Platform custom connector with MCP integration for Copilot Studio - includes schema generation, troubleshooting, and validation
OfficialSkillMIT★ 40k in collectionNo key
Technology-agnostic prompt generator that creates customizable AI prompts for scanning codebases and identifying high-quality code exemplars. Supports multiple programming languages (.NET, Java, JavaS
OfficialSkillMIT★ 40k in collectionNo key
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 rep
OfficialSkillMIT★ 40k in collectionNo key
Use this skill when the user shares ad campaign performance data and asks what to cut, scale, or test. Trigger for prompts like "analyze my ad campaigns", "where am I wasting ad spend", "reallocate my
OfficialSkillMIT★ 40k in collectionNo key
Generate a complete Model Context Protocol server project in Swift using the official MCP Swift SDK package.
OfficialSkillMIT★ 40k in collectionNo key
Use this skill when the user asks to analyze, tear down, or reverse-engineer a competitor''s paid ads. Trigger for prompts like "what ads is [competitor] running", "tear down their ad strategy", "comp
OfficialSkillMIT★ 40k in collectionNo key
Generate a complete Model Context Protocol server project in Ruby using the official MCP Ruby SDK gem.
OfficialSkillMIT★ 40k in collectionNo key
Fetches current, version-specific library documentation and code examples for prompts.
OfficialNode.jsMIT★ 63kNeeds Context7
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
OfficialSkillMIT★ 40k in collectionNo key
Ready-to-use prompts for comprehensive .NET framework upgrade analysis and execution
OfficialSkillMIT★ 40k in collectionNo key
Use this skill when someone wants public Shopify App Store reviews, low-star reviews, or merchant feedback triaged, prioritized, clustered, or turned into a product or support brief. Trigger for promp
OfficialSkillMIT★ 40k in collectionNo key
Interactive prompt refinement workflow: interrogates scope, deliverables, constraints; copies final markdown to clipboard; never writes code. Requires the Joyride extension.
OfficialSkillMIT★ 40k in collectionNo key
Use when working with Slang shaders, shader modules, HLSL-compatible GPU code, graphics pipelines, compute shaders, tessellation, ray tracing, parameter blocks, generics, interfaces, capabilities, cro
OfficialSkillMIT★ 40k in collectionNo key
Microsoft Style Guide + Squad-specific documentation patterns
OfficialSkillMIT★ 5.4k in collectionNo key
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) - Impl
OfficialSkillMIT★ 40k in collectionNo key
Generate a complete MCP server implementation optimized for Copilot Studio integration with proper schema constraints and streamable HTTP support
OfficialSkillMIT★ 40k in collectionNo key
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
OfficialSkillMIT★ 40k in collectionNo key
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