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 29,139codex 4,760cursor 3,079copilot 977windsurf 55cline 34
CategoryWorkflow & Productivity 4,986AI & Agents 3,034Data & Analytics 2,346Code Review & Quality 1,378Backend & API 1,244Security 1,196Design & Presentation 1,129Documentation 966Content & Marketing 918Testing & QA 778DevOps & Cloud 576Databases 550Frontend 469Business & Finance 328Media & Video 258Other 9,844
2,271 found
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aspire-deployment**WORKFLOW SKILL** — Deploy Aspire apps from AppHost models to Docker Compose, Kubernetes, Azure, or AWS. WHEN: \"deploy Aspire…microsoftaspireify**WORKFLOW SKILL** - Wire an Aspire AppHost after `aspire init` drops a skeleton. Scans the repo, proposes a resource graph…microsoftgolang-troubleshootingTroubleshoot Golang programs systematically - find and fix the root cause. Use when encountering bugs, crashes, deadlocks, or…samberwritesmatlab-analyze-dataAnalyze data using MATLAB. Use when the task involves tables, timetables, time-series data, numeric arrays, sensor matrices, or…matlabmatlab-generate-ble-waveformGenerate Bluetooth Low Energy (BLE) PHY waveforms. Read BEFORE writing any BLE waveform code to avoid hallucinating API patterns.…matlabmatlab-integrate-pytorch-visionCreates MATLAB interfaces to Python image processing and computer vision models from GitHub repositories or pip-installable…matlabmatlab-model-ams-systemsModel a Phase-Locked Loop (PLL) IC from its datasheet or system specs using Mixed-Signal Blockset. Without this skill, agents…matlabmatlab-simulate-radar-detectionsConfigure, simulate, debug, and analyze radarDataGenerator within radarScenario. Use for: interactively building radar detection…matlabrender-deployDeploy applications to Render by analyzing codebases, generating render.yaml Blueprints, and providing Dashboard deeplinks. Use…tech-leads-clubsecurity-best-practicesPerform language and framework specific security best-practice reviews and suggest improvements. Use when the user explicitly…tech-leads-clubshopify-developerComplete Shopify development reference covering Liquid templating, OS 2.0 themes, GraphQL APIs, Hydrogen, Functions, and…tech-leads-clubanalytics-insightsAnalyze marketing performance. Use when: KPI frameworks, attribution modeling, anomaly investigation, measurement strategy.indranilbanerjeecli-masteryInteractive training for the GitHub Copilot CLI. Guided lessons, quizzes, scenario challenges, and a full reference covering…githubmatlab-build-chartCreate and customize MATLAB charts and plots. Plot types (line, scatter, bar, histogram, heatmap, surface), axes configuration…matlabwritesmatlab-extract-signal-featuresExtract features from 1D signals using signalTimeFeatureExtractor, signalFrequencyFeatureExtractor, and…matlabmatlab-generate-reportUnified skill for all MATLAB and Simulink report generation tasks. Covers report generation, PDF report, document generation…matlabmatlab-import-tracking-dataImport raw data (CSV, XLSX, TXT, or MATLAB tables) into formats used by Sensor Fusion and Tracking Toolbox. Handles both ground…matlabaspireAspire skill covering the Aspire CLI, AppHost orchestration, service discovery, integrations, MCP server, VS Code extension, Dev…githubbatch-filesExpert-level Windows batch file (.bat/.cmd) skill for writing, debugging, and maintaining CMD scripts. Use when asked to "create…githubcloud-design-patternsCloud design patterns for distributed systems architecture covering 42 industry-standard patterns across reliability…githubemerging-channelsExplore emerging marketing channels. Use when: evaluating voice search, social commerce, or new platforms.indranilbanerjeefrontend-ui-dark-tsBuild dark-themed React applications using Tailwind CSS with custom theming, glassmorphism effects, and Framer Motion animations.…microsoftgolang-benchmarkGolang benchmarking, profiling, and performance measurement. Use when writing, running, or comparing Go benchmarks, profiling hot…samberwritesgolang-documentationComprehensive documentation guide for Golang projects, covering godoc comments, README, CONTRIBUTING, CHANGELOG, Go Playground…samberwritesmatlab-design-adaptive-filterDesign and implement adaptive filters using DSP System Toolbox System objects. Use when working with adaptive filtering, system…matlabmatlab-import-external-ai-modelImport PyTorch, ONNX, or Keras 3 / TensorFlow 2.16+ deep learning models into MATLAB as dlnetwork objects. Use when importing…matlabr-visualsR visual creation and ggplot2 patterns for PBIR reports. Automatically invoke when the user mentions "R visual", "ggplot2"…data-goblinspecifying-mbd-algorithmsSpecify algorithms for Model-Based Design: system specs, architecture specs, implementation plans, test plans. Use when creating…matlabazure-devops-cliManage Azure DevOps resources via CLI including projects, repos, pipelines, builds, pull requests, work items, artifacts, and…githubchecking-model-complianceUse this skill when the user asks to check Simulink model compliance against a standard (MISRA, MAB, JMAAB, ISO 26262, ISO 25119…matlabcontext-mode-opsManage context-mode GitHub issues, PRs, releases, and marketing with parallel subagent army. Orchestrates 10-20 dynamic agents…mksgluemail-newsletterDrafts and designs a complete HTML email newsletter from a topic or content brief. Outputs paste-ready HTML for Loops, Mailchimp…Varnan-Techgithub-issuesCreate, update, and manage GitHub issues using MCP tools. Use this skill when users want to create bug reports, feature requests…githubgolang-observabilityGolang everyday observability — the always-on signals in production. Covers structured logging with slog, Prometheus metrics…samberwritesgolang-performanceGolang performance optimization patterns and methodology - if X bottleneck, then apply Y. Covers allocation reduction, CPU…samberwritesmatlab-generate-gnss-waveformGenerate GNSS baseband waveforms (GPS, Galileo, NavIC) with physically realistic or user-specified channel impairments using the…matlabmatlab-generate-wlan-waveformGenerate standard-compliant IEEE 802.11 waveforms using MATLAB WLAN Toolbox. Use when creating WLAN waveforms, PPDU packets, or…matlabmatlab-normalize-imageNormalize images to [0,1] using im2double with proper validation and edge-case detection. Use when reading images with imread and…matlabmatlab-ocrBuild OCR pipelines in MATLAB using the ocr() function. Use this skill when the user wants to read text from images, documents…matlabmatlab-process-large-imagesPatterns for using blockedImage to process large images, harness parallel compute for image processing, and write custom…matlabmatlab-solve-optimizationUse when writing, solving, or debugging MATLAB optimization code — formulating problems (optimproblem, optimvar, fcn2optimexpr)…matlabmatlab-testingGenerate and run MATLAB unit tests using matlab.unittest and matlab.uitest. Parameterized tests, fixtures, mocking, coverage…matlabminecraft-plugin-developmentUse this skill when building or modifying Minecraft server plugins for Paper, Spigot, or Bukkit, including plugin.yml setup…githubqdrant-scalingGuides Qdrant scaling decisions. Use when someone asks 'how many nodes do I need', 'data doesn't fit on one node', 'need more…githubstore-listing-optimizerRewrites your App Store or Google Play description to explicitly pre-empt competitor flaws (based on review complaints) and…Varnan-Techtlc-generative-engine-optimizationGenerative Engine Optimization (GEO) specialist — the technical, on-page publishing work that makes a given page or site…tech-leads-clubwinmd-api-searchFind and explore Windows desktop APIs. Use when building features that need platform capabilities — camera, file access…githubagentsop-difySOP for building LLM applications on Dify — visual workflow + chatflow + agent + RAG knowledge base + plugin marketplace +…agentsope
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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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