Agent skills

AI & Agents skills

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 62,644codex 9,699cursor 6,852copilot 2,269windsurf 126cline 82
CategoryWorkflow & Productivity 11,684AI & Agents 4,965Data & Analytics 4,693Code Review & Quality 2,936Security 2,762Backend & API 2,480Design & Presentation 2,329Documentation 2,157Content & Marketing 2,001Testing & QA 1,723DevOps & Cloud 1,266Databases 1,124Frontend 1,015Business & Finance 706Media & Video 507Other 21,420
4,965 found
4,5134,560 · page 95 / 104
scenario-narrative-generatorScenario narrative generation skill for creating vivid, consistent future scenario descriptionsa5c-aiwritesscientify-idea-generationGenerate research ideas from collected papers with gap analysisbrycewang-stanfordscikit-learnMachine learning in Python with scikit-learn. Use for classification, regression, clustering, model evaluation, and ML pipelines.sickn33scipy-optimization-toolkitSciPy scientific computing skill for numerical optimization, integration, and signal processing in physicsa5c-aiwritesscrape-do-automationAutomate Scrape Do tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQscrapegraph-ai-automationAutomate Scrapegraph AI tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQscrapfly-automationAutomate Scrapfly tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQscrapingant-automationAutomate Scrapingant tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQscrapingbee-automationAutomate Scrapingbee tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQscreenshot-fyi-automationAutomate Screenshot Fyi tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQscreenshotone-automationAutomate Screenshotone tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQScript Python para baixar stories do Instagram com restrições de tempo e barra de progressoGera um script em Python para baixar vídeos de stories do Instagram, solicitando credenciais e perfil via prompt, limitando a…ECNU-ICALKsearchSearch 2500+ curated ChatGPT and LLM open-source repositories. Use when the user asks to find tools, libraries, or repos related…taishi-iseat-geek-automationAutomate Seat Geek tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQseatmapsAircraft seat maps, cabin dimensions, and seat recommendations via SeatMaps.com and AeroLOPA. Search by flight number or…borskisection-property-calculatorCross-sectional property calculation skill for structural sections including standard and custom shapesa5c-aiwritessecuritytrails-automationAutomate Securitytrails tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQseedance-prompter把用户的自然语言视频需求转换为符合 Doubao Seedance 2.0 进阶公式的提示词(8 要素:精准主体+动作细节+场景环境+光影色调+镜头运镜+视觉风格+画质+约束条件)。用于"帮我写一个 Seedance…cclanksegment-automationAutomate Segment tasks via Rube MCP (Composio): track events, identify users, manage groups, page views, aliases, batch…davepoonsegment-automationAutomate Segment tasks via Rube MCP (Composio): track events, identify users, manage groups, page views, aliases, batch…sickn33segmetrics-automationAutomate Segmetrics tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQseismic-automationAutomate Seismic tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQselenium-skillGenerates production-grade Selenium WebDriver automation scripts and tests in Java, Python, JavaScript, C#, Ruby, or PHP.…sickn33self-customizeCustomize your own agent — add capabilities, install packages, add MCP servers, edit code or CLAUDE.md. Use when the user asks…nanocoaiself-evolving-single-agentUse when generating a single installable agent that should keep learning, track sources, refresh research, propose repairs, or…agentlas-aisem-eds-analyzerScanning Electron Microscopy with Energy Dispersive X-ray Spectroscopy skill for morphology and elemental analysisa5c-aiwritessem-guideStructural equation modeling with latent variables guidebrycewang-stanfordsemanticscholar-automationAutomate Semanticscholar tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQsendbird-ai-chabot-automationAutomate Sendbird AI Chabot tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQsendbird-automationAutomate Sendbird tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQsendfox-automationAutomate Sendfox tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQsendlane-automationAutomate Sendlane tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQsendloop-automationAutomate Sendloop tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQsendspark-automationAutomate Sendspark tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQsensibo-automationAutomate Sensibo tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQsensitivity-analyzerSensitivity analysis skill for identifying critical inputs and understanding model behavior under uncertaintya5c-aiwritessensys-experimentsUse when designing or auditing a SenSys evaluation — energy and low-power measurement with a named instrument, real-testbed and…brycewang-stanfordsentry-automationAutomate Sentry tasks via Rube MCP (Composio): manage issues/events, configure alerts, track releases, monitor projects and…davepoonsentry-automationAutomate Sentry tasks via Rube MCP (Composio): manage issues/events, configure alerts, track releases, monitor projects and…sickn33separation-sequence-synthesizerSeparation train synthesis skill for optimal sequencing and technology selectiona5c-aiwritesseqera-automationAutomate Seqera tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQserpapi-automationAutomate Serpapi tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQserpdog-automationAutomate Serpdog tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQserply-automationAutomate Serply tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQservicem8-automationAutomate Servicem8 tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQsession-analysis-patternsClaude Code session analysis, tool call patterns, efficiency metrics, and anti-pattern detectionvibeevalsession-investigatorInvestigate fast-agent session and history files to diagnose issues. Use when a session ended unexpectedly, when debugging tool…evalstatesession-persistPersist and restore agent sessions across conversations with state snapshotsruvnetwrites
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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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