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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azure-monitor-opentelemetry-exporter-pyAzure Monitor OpenTelemetry Exporter for Python. Use for low-level OpenTelemetry export to Application Insights.microsoftazure-monitor-opentelemetry-pyAzure Monitor OpenTelemetry Distro for Python. Use for one-line Application Insights setup with auto-instrumentation.microsoftazure-monitor-query-pyAzure Monitor Query SDK for Python. Use for querying Log Analytics workspaces and Azure Monitor metrics.microsoftazure-resource-visualizerAnalyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual…githubazure-search-documents-dotnetAzure AI Search SDK for .NET (Azure.Search.Documents). Use for building search applications with full-text, vector, semantic, and…microsoftazure-search-documents-tsBuild search applications using Azure AI Search SDK for JavaScript (@azure/search-documents). Use when creating/managing indexes…microsoftazure-servicebus-tsBuild messaging applications using Azure Service Bus SDK for JavaScript (@azure/service-bus). Use when implementing queues…microsoftazure-storage-blob-pyAzure Blob Storage SDK for Python. Use for uploading, downloading, listing blobs, managing containers, and blob lifecycle.microsoftazure-storage-blob-tsAzure Blob Storage JavaScript/TypeScript SDK (@azure/storage-blob) for blob operations. Use for uploading, downloading, listing…microsoftazure-storage-file-datalake-pyAzure Data Lake Storage Gen2 SDK for Python. Use for hierarchical file systems, big data analytics, and file/directory operations.microsoftazure-storage-file-share-pyAzure Storage File Share SDK for Python. Use for SMB file shares, directories, and file operations in the cloud.microsoftazure-storage-queue-pyAzure Queue Storage SDK for Python. Use for reliable message queuing, task distribution, and asynchronous processing.microsoftcodenaviYour pathfinder for navigating unknown codebases. Investigates with precision, implements surgically, and never assumes — if it…tech-leads-clubcomponent-common-domain-detectionFinds duplicate business logic spread across multiple components and suggests consolidation. Use when asking "where is this logic…tech-leads-clubcomponent-flattening-analysisDetects misplaced classes and fixes component hierarchy problems — finds code that should belong inside a component but sits at…tech-leads-clubcomponent-identification-sizingMaps architectural components in a codebase and measures their size to identify what should be extracted first. Use when asking…tech-leads-clubcontent-to-pipelineWhen the user wants to turn content into revenue, build a content-led GTM motion, reverse engineer distribution, or repurpose…tech-leads-clubcontext-driven-developmentCreates and maintains project context artifacts (product.md, tech-stack.md, workflow.md, tracks.md) in a `conductor/` directory.…wshobsoncreate-rfcCreates structured Request for Comments (RFC) documents for proposing and deciding on significant changes. Use when the user says…tech-leads-clubdataset-curationPrepare, format, and validate datasets for supervised fine-tuning and preference training. Use when converting raw data into…wshobsondecomposition-planning-roadmapCreates step-by-step decomposition plans and migration roadmaps for breaking apart monolithic applications. Use when asking "what…tech-leads-clubdeployment-pipeline-designDesign multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use this skill when…wshobsondialogue-systemsBuild branching dialogue and narrative — a node/choice graph with conditions, variables, and localization hooks — and choose…gamedev-skillsdoc-and-modernizeTwo related workflows for a locally-cloned codebase, in one skill. Documentation mode produces a single, comprehensive…githubdomain-identification-groupingGroups existing components into logical business domains to plan service-based architecture. Use when asking "which components…tech-leads-clubdotnet-timezone.NET timezone handling guidance for C# applications. Use when working with TimeZoneInfo, DateTimeOffset, NodaTime, UTC…githubeval-harness-firstBuild the evaluation harness that gates every fine-tuning run — golden sets, per-failure-mode graders, judge calibration, and…wshobsonexecuting-sparkExecute arbitrary Python or PySpark code on Fabric Spark compute without creating a notebook artifact; ephemeral Livy sessions…data-goblinexplain-this-prTakes a GitHub PR URL or the current branch and writes a plain-English explanation of what it does and why, then posts it as a PR…Varnan-Techfabric-lakehouseUse this skill to get context about Fabric Lakehouse and its features for software systems and AI-powered functions. It offers…githubfiling-bug-reportsGenerate a standalone bug report that another developer can use to reproduce, investigate, and fix an issue. Use when the user…matlabfinetuning-method-selectionDecide whether to fine-tune at all, and route to the right method (SFT, DPO/ORPO/KTO, GRPO/RLVR, continued pretraining) and base…wshobsonflowstudio-power-automate-debugDebug failing Power Automate cloud flows using the FlowStudio MCP server. The Graph API only shows top-level status codes. This…githubgame-aiDesign NPC and enemy decision-making with finite state machines, behavior trees, steering behaviors, and A* pathfinding —…gamedev-skillsgdpr-compliantApply GDPR-compliant engineering practices across your codebase. Use this skill whenever you are designing APIs, writing data…githubgithub-codespaces-efficiencyAudit and improve GitHub Codespaces efficiency. Use this skill when a user wants faster Codespaces startup, lower Codespaces…githubgithub-releaseGuides IA through releasing a new version of a GitHub library end-to-end. Handles SemVer versioning and Keep a Changelog…githubgitops-workflowImplement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation.…wshobsongodot-gdscript-patternsMaster Godot 4 GDScript patterns including signals, scenes, state machines, and optimization. Use when building Godot games…wshobsongolang-code-styleGolang code style conventions — line length and breaking, variable declarations, control flow clarity, when comments help vs…samberwritesgolang-samber-oopsStructured error handling in Golang with samber/oops — error builders, stack traces, error codes, error context, error wrapping…samberwritesgolang-stretchr-testifyComprehensive guide to stretchr/testify for Golang testing. Covers assert, require, mock, and suite packages in depth. Use when…samberwritesgolang-swaggerGolang OpenAPI/Swagger documentation with swaggo/swag — annotation comments (@Summary, @Param, @Success, @Router, @Security)…samberwritesgrpo-rlvr-trainingTrain reasoning and verifiable-task behavior with GRPO and reinforcement learning from verifiable rewards (RLVR). Use when task…wshobsongsap-framer-scroll-animationUse this skill whenever the user wants to build scroll animations, scroll effects, parallax, scroll-triggered reveals, pinned…githubgtm-engineeringWhen the user wants to build GTM automation with code, design workflow architectures, use AI agents for GTM tasks, or implement…tech-leads-clubk8s-security-policiesImplement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use…wshobsonlora-qlora-recipesConfigure LoRA and QLoRA supervised fine-tuning with current best-practice hyperparameters. Use when writing or reviewing a…wshobson
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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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