Agent skills

Skills for copilot

Read straight from the source repositories, not from submitted listings. Every skill shows what it does, what is inside, where it came from — and whether attention around its source is actually growing.

Toolclaude-code 29,140codex 4,755cursor 3,111copilot 976windsurf 55cline 34
CategoryWorkflow & Productivity 4,979AI & Agents 3,037Data & Analytics 2,345Code Review & Quality 1,376Backend & API 1,244Security 1,194Design & Presentation 1,154Documentation 965Content & Marketing 916Testing & QA 777DevOps & Cloud 576Databases 550Frontend 469Business & Finance 328Media & Video 257Other 9,833
2,269 found
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mcp-deploy-manage-agentsSkill converted from mcp-deploy-manage-agents.prompt.mdgithubmcp-implementation-security-reviewReview the implementation source code of MCP (Model Context Protocol) servers, clients, and tool handlers against a security…githubmcp-security-auditAudit MCP (Model Context Protocol) server configurations for security issues. Use this skill when: - Reviewing .mcp.json files…githubmcp-server-patternsBuild MCP servers with Node/TypeScript SDK — tools, resources, prompts, Zod validation, stdio vs Streamable HTTP. Use Context7 or…mturacmedia-planCreate a paid media plan. Use when: building media buy schedules, cross-channel budget allocation, or creative rotation calendars.indranilbanerjeemeeting-minutesGenerate concise, actionable meeting minutes for internal meetings. Includes metadata, attendees, agenda, decisions, action items…githubmemory-mergerMerges mature lessons from a domain memory file into its instruction file. Syntax: `/memory-merger >domain [scope]` where scope…githubqdrant-memory-usage-optimizationDiagnoses and reduces Qdrant memory usage. Use when someone reports 'memory too high', 'RAM keeps growing', 'node crashed', 'out…githubmentoring-juniorsSocratic mentoring for junior developers and AI newcomers. Guides through questions, never answers. Triggers: "help me…githubmessage-testTest message variants on synthetic audiences. Use when: predicting response rates, sentiment, or objections before live tests.indranilbanerjeemessages-opsEvidence-first live messaging workflow for ecc. Use when the user wants to read texts or DMs, recover a recent one-time code…mturacmicrosoft-azure-webjobs-extensions-authentication-events-dotnetMicrosoft Entra Authentication Events SDK for .NET. Azure Functions triggers for custom authentication extensions. Use for token…microsoftmicrosoft-code-referenceLook up Microsoft API references, find working code samples, and verify SDK code is correct. Use when working with Azure SDKs…githubmicrosoft-code-referenceFind working code samples, verify API signatures, and fix Microsoft SDK errors using official docs. Use whenever the user is…MicrosoftDocsmicrosoft-docsQuery official Microsoft documentation to find concepts, tutorials, and code examples across Azure, .NET, Agent Framework…githubmicrosoft-docsUnderstand Microsoft technologies by querying official documentation. Use whenever the user asks how something works, wants…MicrosoftDocsmicrosoft-foundry-classicExpert knowledge for Microsoft Foundry Classic (aka Azure AI Foundry classic) development including troubleshooting, best…MicrosoftDocsmicrosoft-foundry-localExpert knowledge for Microsoft Foundry Local (aka Azure AI Foundry Local) development including best practices, configuration…MicrosoftDocsmicrosoft-foundryExpert knowledge for Microsoft Foundry (aka Azure AI Foundry) development including troubleshooting, best practices, decision…MicrosoftDocsmicrosoft-foundry-toolsExpert knowledge for Microsoft Foundry Tools (aka Azure AI services, Azure Cognitive Services) development including…MicrosoftDocsmigrating-oracle-to-postgres-stored-proceduresMigrates Oracle PL/SQL stored procedures to PostgreSQL PL/pgSQL. Translates Oracle-specific syntax, preserves method signatures…githubqdrant-minimize-latencyGuides Qdrant query latency optimization. Use when someone asks 'search is slow', 'how to reduce latency', 'p99 is too high'…githubminutes-copilotStart and control Minutes Coach, the separate real-time copilot HUD, with an explicit meeting goal. Use only for explicit Coach…silversteinminutes-live-sidekickAct as the user's live meeting sidekick inside the current terminal agent session. Use when the user explicitly asks you, the…silversteinmkdocs-translationsGenerate a language translation for a mkdocs documentation stack.githubml-pipeline-workflowBuild end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when…wshobsonmle-workflowProduction machine-learning engineering workflow for data contracts, reproducible training, model evaluation, deployment…mturacmotion-advancedAdvanced motion patterns for React / Next.js — drag & drop, gestures, text animations, SVG path drawing, custom hooks, imperative…mturacmotion-foundationsMotion tokens, spring presets, performance rules, device adaptation, accessibility enforcement, and SSR safety for React /…mturacmotion-patternsProduction-ready animation patterns for React / Next.js — button, modal, toast, stagger, page transitions, exit animations…mturacmotion-uiProduction-ready UI motion system for React/Next.js. Use when implementing animations, transitions, or motion patterns.mturacmsstore-cliMicrosoft Store Developer CLI (msstore) for publishing Windows applications to the Microsoft Store. Use when asked to configure…githubmulti-stage-dockerfileCreate optimized multi-stage Dockerfiles for any language or frameworkgithubmultilingual-scoreScore localized content quality. Use when: checking translation accuracy, cultural adaptation, or voice preservation.indranilbanerjeemysql-patternsMySQL and MariaDB schema, query, indexing, transaction, replication, and connection-pool patterns for production backends.mturacnanoclaw-replOperate and extend NanoClaw v2, ecc's zero-dependency session-aware REPL built on codex -p.mturacnarrative-landscapeMap the competitive narrative landscape. Use when: analyzing positioning territories, gaps, competitor claims, differentiation.indranilbanerjeenarrative-trackerTrack AI engine brand narratives. Use when: detecting narrative drift, misrepresentation, or competitor narrative gains over time.indranilbanerjeeneed-explorerClarify intent, scope, constraints, and success criteria before artifact creation. Invoke when the request is fuzzy, the user is…MageByte-Zeronestjs-patternsNestJS architecture patterns for modules, controllers, providers, DTO validation, guards, interceptors, config, and…mturacnetmiko-ssh-automationSafe Python Netmiko patterns for read-only collection, bounded batch SSH, TextFSM parsing, guarded config changes, timeouts, and…mturacnetwork-bgp-diagnosticsDiagnostics-only BGP troubleshooting patterns for neighbor state, route exchange, prefix policy, AS path inspection, and safe…mturacnetwork-config-validationPre-deployment checks for router and switch configuration, including dangerous commands, duplicate addresses, subnet overlaps…mturacnetwork-interface-healthDiagnose interface errors, drops, CRCs, duplex mismatches, flapping, speed negotiation issues, and counter trends on routers…mturacnext-intl-add-languageAdd new language to a Next.js + next-intl applicationgithubnextjs-turbopackNext.js 16+ and Turbopack — incremental bundling, FS caching, dev speed, and when to use Turbopack vs webpack.mturacnodejs-keccak256Prevent Ethereum hashing bugs in JavaScript and TypeScript. Node's sha3-256 is NIST SHA3, not Ethereum Keccak-256, and silently…mturacnot-your-babysitterAutonomous senior-operator mode for AI agents that resolve tasks end to end without babysitting and never create new problems.…tech-leads-club
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How the catalog works
What is an agent skill?

A folder with a SKILL.md inside — instructions, and often scripts and assets, that an AI agent loads when the task matches. Claude Code, Codex, Cursor and Copilot all read the same format, so one skill usually works across them.

Where does this catalog come from?

We read 660 source repositories straight from their file trees rather than from submitted listings — what you see is what is actually published. 98 repositories were rejected because they advertise skills but contain none: link lists, not folders.

Why is there no install counter?

Because install counts live in the registry that serves `npx skills add`, and that is not ours — publishing a number we cannot verify would be worse than showing none. Instead we show where a skill comes from and whether attention around its source is actually growing, measured from our own weekly snapshots.

Do you deduplicate?

Yes, and it matters more than expected. Aggregator repositories republish the same skill in several places — one source carried 6,317 SKILL.md files for 2,001 actual skills. We collapse by folder name and keep the canonical copy, so the catalog counts things, not copies.

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