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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audioshake-stem-separationOperate AudioShake's cloud source-separation service (developer.audioshake.ai) to split a recording into stems. Use when a task…calesthioauth-implementation-patternsMaster authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable…wshobsonavatar-spokesperson-productionProvider-independent production workflow for AI avatar spokesperson videos, including presenter briefs, consent and likeness…calesthioazure-ai-agents-persistent-javaAzure AI Agents Persistent SDK for Java. Low-level SDK for creating and managing AI agents with threads, messages, runs, and…microsoftazure-ai-anomalydetector-javaBuild anomaly detection applications with Azure AI Anomaly Detector SDK for Java. Use when implementing univariate/multivariate…microsoftazure-ai-contentsafety-javaBuild content moderation applications with Azure AI Content Safety SDK for Java. Use when implementing text/image analysis…microsoftazure-ai-formrecognizer-javaAzure AI Document Intelligence SDK for Java (com.azure:azure-ai-documentintelligence). Use for extracting text, tables, key-value…microsoftazure-ai-projects-javaAzure AI Projects SDK for Java. High-level SDK for Azure AI Foundry project management including connections, datasets, indexes…microsoftazure-ai-vision-imageanalysis-javaBuild image analysis applications with Azure AI Vision SDK for Java. Use when implementing image captioning, OCR text extraction…microsoftazure-ai-voicelive-javaAzure AI VoiceLive SDK for Java. Real-time bidirectional voice conversations with AI assistants using WebSocket.microsoftazure-appconfiguration-javaAzure App Configuration SDK for Java. Centralized application configuration management with key-value settings, feature flags…microsoftazure-communication-callautomation-javaBuild call automation workflows with Azure Communication Services Call Automation Java SDK. Use when implementing IVR systems…microsoftazure-communication-callingserver-javaAzure Communication Services CallingServer (legacy) Java SDK. Note - This SDK is deprecated. Use…microsoftazure-communication-chat-javaBuild real-time chat applications with Azure Communication Services Chat Java SDK. Use when implementing chat threads, messaging…microsoftazure-communication-common-javaAzure Communication Services common utilities for Java. Use when working with CommunicationTokenCredential, user identifiers…microsoftazure-communication-sms-javaSend SMS messages with Azure Communication Services SMS Java SDK. Use when implementing SMS notifications, alerts, OTP delivery…microsoftazure-compute-batch-javaAzure Batch SDK for Java. Run large-scale parallel and HPC batch jobs with pools, jobs, tasks, and compute nodes.microsoftazure-cosmos-javaAzure Cosmos DB SDK for Java. NoSQL database operations with global distribution, multi-model support, and reactive patterns.microsoftazure-data-tables-javaBuild table storage applications with Azure Tables SDK for Java. Use when working with Azure Table Storage or Cosmos DB Table API…microsoftazure-eventgrid-javaBuild event-driven applications with Azure Event Grid SDK for Java. Use when publishing events, implementing pub/sub patterns, or…microsoftazure-eventhub-javaBuild real-time streaming applications with Azure Event Hubs SDK for Java. Use when implementing event streaming, high-throughput…microsoftazure-identity-javaAzure Identity library for Java authentication with Azure services. Use when implementing DefaultAzureCredential, managed…microsoftazure-messaging-webpubsub-javaBuild real-time web applications with Azure Web PubSub SDK for Java. Use when implementing WebSocket-based messaging, live…microsoftazure-monitor-ingestion-javaAzure Monitor Ingestion SDK for Java. Send custom logs to Azure Monitor via Data Collection Rules (DCR) and Data Collection…microsoftazure-monitor-opentelemetry-exporter-javaAzure Monitor OpenTelemetry Exporter for Java. Export OpenTelemetry traces, metrics, and logs to Azure Monitor/Application…microsoftazure-monitor-query-javaAzure Monitor Query SDK for Java. Execute Kusto queries against Log Analytics workspaces and query metrics from Azure resources.microsoftazure-role-selectorWhen user is asking for guidance for which role to assign to an identity given desired permissions, this agent helps them…githubazure-security-keyvault-keys-javaAzure Key Vault Keys Java SDK for cryptographic key management. Use when creating, managing, or using RSA/EC keys, performing…microsoftazure-security-keyvault-secrets-javaAzure Key Vault Secrets Java SDK for secret management. Use when storing, retrieving, or managing passwords, API keys, connection…microsoftazure-smart-city-iot-solution-builderDesign and plan end-to-end Azure IoT and Smart City solutions: requirements, architecture, security, operations, cost, and a…githubazure-speechUse Microsoft Azure Speech in Foundry Tools for media-production speech workflows: speech-to-text, fast and batch transcription…calesthioazure-speech-to-text-rest-pyAzure Speech to Text REST API for short audio (Python). Use for simple speech recognition of audio files up to 60 seconds without…microsoftazure-storage-blob-javaBuild blob storage applications with Azure Storage Blob SDK for Java. Use when uploading, downloading, or managing files in Azure…microsoftbacktesting-frameworksBuild robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and…wshobsonbash-defensive-patternsMaster defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD…wshobsonbats-testing-patternsMaster Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts…wshobsonbazel-build-optimizationOptimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build…wshobsonbdistill-behavioral-xrayX-ray any AI model's behavioral patterns — refusal boundaries, hallucination tendencies, reasoning style, formatting defaults. No…majiayu000before-you-buildPre-build product and feature risk review for founders, product managers, and AI-assisted builders. Use this skill when the user…wshobsonbevy-ecsStructure a Bevy app around its Entity Component System: build the App with plugins, define Component/Resource types, write…gamedev-skillsbilling-automationBuild automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when…wshobsonbinary-analysis-patternsMaster binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use…wshobsonblack-forest-labs-fluxPlan, prompt, execute, troubleshoot, and quality-control Black Forest Labs FLUX image generation and editing across the BFL…calesthiobrand-launch-film-productionProvider-independent production workflow for AI agents creating brand launch films, product reveal videos, manifesto films…calesthiobrand-voiceBuild a source-derived writing style profile from real posts, essays, launch notes, docs, or site copy, then reuse that profile…mturacbria-fibo-imageBuild and operate rights-aware Bria FIBO and FIBO Lite image-generation workflows with structured prompts, reference images…calesthiobugbashSystematically explore and test any software project (CLI, API, Backend, Library, etc.) to find bugs, usability issues, and edge…avbuilding-ai-chatBuilds AI chat interfaces and conversational UI with streaming responses, context management, and multi-modal support. Use when…majiayu000
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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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