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
1,5851,632 · page 34 / 48
coding-guidelinesBehavioral guidelines to reduce common LLM coding mistakes. Use when writing, modifying, or reviewing code — implementation…tech-leads-clubcoding-standardsBaseline cross-project coding conventions for naming, readability, immutability, and code-quality review. Use detailed frontend…mturaccohort-analysisAnalyze customer cohorts. Use when: acquisition cohorts, retention curves, LTV by cohort, behavioral segmentation.indranilbanerjeecomment-code-generate-a-tutorialTransform this Python script into a polished, beginner-friendly project by refactoring the code, adding clear instructional…githubcompetitive-landscapeAnalyze competition, identify differentiation opportunities, and develop winning market positioning strategies using Porter's…wshobsoncompetitor-ad-intelligenceUse this skill when the user asks to analyze, tear down, or reverse-engineer a competitor''s paid ads. Trigger for prompts like…githubcompetitor-alertsConfigure competitor alerts. Use when: tracking content changes, pricing shifts, ad launches, SERP changes, social spikes.indranilbanerjeecompetitor-analysisRun competitive analysis. Use when: content, SEO, paid ads, social, AI visibility, pricing, positioning comparison.indranilbanerjeecompetitor-monitorSet up ongoing competitor monitoring. Use when: defining tracked competitors, scan frequency, change detection alerts.indranilbanerjeecompetitor-pagesCreate competitor comparison pages. Use when: \"X vs Y\" layouts, alternatives pages, feature matrices, roundup pages.indranilbanerjeecompose-multiplatform-patternsCompose Multiplatform and Jetpack Compose patterns for KMP projects — state management, navigation, theming, performance, and…mturacconfigure-eccInteractive installer for Everything OpenAI Codex — guides users through selecting and installing skills and rules to user-level…mturacconfluence-assistantExpert in Confluence operations using Atlassian MCP. Use when the user says "search Confluence", "create a Confluence page"…tech-leads-clubconnectSet up an MCP connector. Use when: connecting Google Ads, Salesforce, Mailchimp, or any service to the plugin.indranilbanerjeeconnections-optimizerReorganize the user's X and LinkedIn network with review-first pruning, add/follow recommendations, and channel-specific warm…mturacconsultCross-tool AI consultation. Use when user asks to 'consult gemini', 'ask codex', 'get second opinion', 'cross-check with claude'…agent-shcontainerize-aspnet-frameworkContainerize an ASP.NET .NET Framework project by creating Dockerfile and .dockerfile files customized for the project.githubcontainerize-aspnetcoreContainerize an ASP.NET Core project by creating Dockerfile and .dockerfile files customized for the project.githubcontent-briefCreate detailed content briefs. Use when: keyword targets, outline, structure, voice guidelines, SEO requirements.indranilbanerjeecontent-calendarPlan content calendars. Use when: monthly or quarterly scheduling, platform assignments, content pillars, repurposing.indranilbanerjeecontent-decay-scanScan content library for decay signals: declining traffic, falling rankings, outdated stats, dropped AI citations. Prioritizes…indranilbanerjeecontent-engineCreate platform-native content systems for X, LinkedIn, TikTok, YouTube, newsletters, and repurposed multi-platform campaigns.…mturaccontent-hash-cache-patternCache expensive file processing results using SHA-256 content hashes — path-independent, auto-invalidating, with service layer…mturaccontent-repurposeRepurpose content across channels. Use when: blog-to-social, webinar-to-article, pillar derivatives, format adaptation.indranilbanerjeecontext-budgetAudits OpenAI Codex context window consumption across agents, skills, MCP servers, and rules. Identifies bloat, redundant…mturaccontext-mapGenerate a map of all files relevant to a task before making changesgithubcontinual-learningGuide for implementing continual learning in AI coding agents — hooks, memory scoping, reflection patterns. Use when setting up…microsoftcontinuous-agent-loopPatterns for continuous autonomous agent loops with quality gates, evals, and recovery controls.mturaccontinuous-improvement-loopRun Part 12 — the continuous improvement loop. Aggregates market + operating signals into product/offering recommendations. Runs…indranilbanerjeewritescontract-builderConvert approved planning artifacts into an execution contract. Invoke when the user wants to start building, asks to move from…MageByte-Zeroconventional-branchCreate Git branches following the Conventional Branch specification (feature/, bugfix/, hotfix/, release/, chore/). Use when…githubconventional-commitPrompt and workflow for generating conventional commit messages using a structured XML format. Guides users to create…githubconvert-plaintext-to-mdConvert a text-based document to markdown following instructions from prompt, or if a documented option is passed, follow the…githubcopilot-cli-quickstartUse this skill when someone wants to learn GitHub Copilot CLI from scratch. Offers interactive step-by-step tutorials with…githubcopilot-instructions-blueprint-generatorTechnology-agnostic blueprint generator for creating comprehensive copilot-instructions.md files that guide GitHub Copilot to…githubcopilot-sdkBuild agentic applications with GitHub Copilot SDK. Use when embedding AI agents in apps, creating custom tools, implementing…githubcopilot-sdkBuild applications powered by GitHub Copilot using the Copilot SDK. Use when creating programmatic integrations with Copilot…microsoftcopilot-sdkBuild applications that programmatically interact with GitHub Copilot. The SDK wraps the Copilot CLI via JSON-RPC, providing…sickn33copilot-spacesUse Copilot Spaces to provide project-specific context to conversations. Use this skill when users mention a "Copilot space"…githubcosmosdb-datamodelingStep-by-step guide for capturing key application requirements for NoSQL use-case and produce Azure Cosmos DB Data NoSQL Model…githubcost-aware-llm-pipelineCost optimization patterns for LLM API usage — model routing by task complexity, budget tracking, retry logic, and prompt caching.mturaccost-trackingTrack and report OpenAI Codex token usage, spending, and budgets from a local cost-tracking database. Use when the user asks…mturaccouncilConvene a four-voice council for ambiguous decisions, tradeoffs, and go/no-go calls. Use when multiple valid paths exist and you…mturaccounter-narrativeBuild counter-narrative playbooks. Use when: competitor rebrand, new category claim, aggressive campaign, price change response.indranilbanerjeecoupling-analysisAnalyzes coupling between modules using the three-dimensional model (strength, distance, volatility) from "Balancing Coupling in…tech-leads-clubcowork-setupOne-shot setup that wires Digital Marketing Pro for team usage in Anthropic Cowork. Verifies the Cowork sandbox, checks for a…indranilbanerjeecpp-coding-standardsC++ coding standards based on the C++ Core Guidelines (isocpp.github.io). Use when writing, reviewing, or refactoring C++ code to…mturaccpp-testingUse only when writing/updating/fixing C++ tests, configuring GoogleTest/CTest, diagnosing failing or flaky tests, or adding…mturac
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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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