Agent skills

Data & Analytics 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 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
4,693 found
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experimentation-analyticsHow to read experiment results without fooling yourself. Confidence intervals, p-values, multiple testing, sequential testing…rampstackcogeofeed-tunerUse this skill whenever the user mentions IP geolocation feeds, RFC 8805, geofeeds, or wants help creating, tuning, validating…githubgolang-design-patternsIdiomatic Golang design patterns — functional options, constructors, error flow and cascading, resource management and lifecycle…samberwriteshedgefundmonitorQuery the OFR (Office of Financial Research) Hedge Fund Monitor API for hedge fund data including SEC Form PF aggregated…foryourhealth111-pixelhedgefundmonitorQuery the OFR (Office of Financial Research) Hedge Fund Monitor API for hedge fund data including SEC Form PF aggregated…LeonChaoXhistolabLightweight WSI tile extraction and preprocessing. Use for basic slide processing, tissue detection, tile extraction, and stain…K-Dense-AIhookradar-creative-intelligenceUse when researching competitors, paid ads, Meta Ad Library creatives, TikTok ads, Instagram/TikTok organic videos, HookRadar MCP…davepoonkubesphere-fluidKubeSphere Fluid management Skill. Use when user asks to install or enable Fluid, check Fluid status, view Fluid pods/logs/CRDs…kubespherelinearmodelsPanel data, IV/GMM, system regression. PanelOLS (FE/RE), BetweenOLS, Fama-MacBeth, IV2SLS/LIML/GMM, SUR, 3SLS, Driscoll-Kraay…brycewang-stanfordmatlab-identify-linear-systemIdentify a linear dynamic model from input-output or time-series data using MATLAB System Identification Toolbox. Use when…matlabmatlab-simulate-wireless-networkSet up and run wireless network simulations using the Wireless Network Toolbox. Use this skill when creating system-level…matlabnf-core Pipelines Skills IndexSkills for using nf-core community pipelines to process omics data, from installation and configuration to running specific…BioTender-maxopenrouter-compliance-reviewReview OpenRouter integration for regulatory compliance (SOC2, GDPR, HIPAA). Use when preparing for audits, evaluating data…jeremylongshorewritespersistence-setupGenerates SwiftData or CoreData persistence layer with optional iCloud sync. Use when user wants to add local storage, data…rshankraswritesplotly-dashboard-skillBuild production-ready Plotly Dash dashboards with consistent theming, clear layouts, and performant callbacks.BioTender-maxscientific-data-preprocessing⚠️ CRITICAL USER EXPERIENCE-BASED SKILL - ALWAYS CONSULT BEFORE DATA PREPROCESSING ⚠️ Prevents catastrophic errors (88.9% error…foryourhealth111-pixelseabornStatistical visualization with pandas integration. Use for quick exploration of distributions, relationships, and categorical…K-Dense-AIwritessentry-known-pitfallsIdentify and fix common Sentry SDK pitfalls that cause silent data loss, cost overruns, and missed alerts. Covers 10…jeremylongshorewritessuede-asoSuede-owned app-store optimization discipline for keyword fields, titles, subtitles, descriptions, screenshots, ratings context…JasonColapietroswiss-legal-source-authority-triage-enrique-g-zbindenSwiss legal source and authority triage. Use when a user asks a Swiss legal, regulatory, compliance, contract, employment…lawve-aivss-generate-video-reportUse this skill when producing a VSS analysis report — Mode A per-clip VLM, Mode B incident-range via video-analytics. Not for…NVIDIA-AI-Blueprintswellally-techIntegrate digital health data sources (Apple Health, Fitbit, Oura Ring) and connect to WellAlly.tech knowledge base. Import…BioTender-maxwritesanalyse-dpa-fournisseur-hugo-salardAnalyse systématique d'un Data Processing Agreement (DPA) au regard de l'article 28 RGPD, des lignes directrices EDPB 07/2020 et…lawve-aibuild-mcp-appThis skill should be used when the user wants to build an "MCP app", add "interactive UI" or "widgets" to an MCP server, "render…anthropicsclaude-d3js-skillThis skill provides guidance for creating sophisticated, interactive data visualisations using d3.js.sickn33company-cfoMonthly CFO workflow for a company or agency — pull raw data from bank + payment processor + payroll + expense management…coreyhaines31create-prototype-dashboardCreate a polished operations dashboard prototype with dense KPIs, status tables, and a focused command-center layout.nexu-iocursor-team-setupSet up Cursor for teams: plan selection, member management, shared rules, admin dashboard, and onboarding. Triggers on "cursor…jeremylongshorewritesdaskParallel/distributed computing. Scale pandas/NumPy beyond memory, parallel DataFrames/Arrays, multi-file processing, task graphs…foryourhealth111-pixeldaskDistributed computing for larger-than-RAM pandas/NumPy workflows. Use when you need to scale existing pandas/NumPy code beyond…K-Dense-AIwritesdaskDistributed computing for larger-than-RAM pandas/NumPy workflows. Use when you need to scale existing pandas/NumPy code beyond…LeonChaoXdata-breach-blast-radiusPre-breach impact analysis: inventories sensitive data (PII, PHI, PCI-DSS, credentials), traces data flows, scores exposure…githubdataviz-craftA shared reference library for editorial-grade data-visualization craft — Vega-Lite-first with a D3 fallback for charts Vega-Lite…QinghongLindetecting-data-anomaliesProcess identify anomalies and outliers in datasets using machine learning algorithms. Use when analyzing data for unusual…jeremylongshoredigital-health-clinical-asr-buildStage 2 of the Clinical ASR Flywheel. Use when curating clinical terms, tagging IPA, and synthesizing a NeMo manifest. NOT for…NVIDIAdpdpaExpert India Digital Personal Data Protection Act, 2023 (DPDPA) compliance advisor. Use this skill whenever a user asks about the…lawve-aieducation-data-contextInterpretation guidance for Urban Institute Portal datasets. Coded values (-1/-2/-3), year definitions, grade encoding…brycewang-stanfordeducation-data-source-crdcCRDC — biennial OCR survey of all U.S. public schools (2011-2021). Discipline, course access, harassment, restraint/seclusion by…brycewang-stanfordeducation-data-source-eadaEADA — college athletics gender equity (~2,000+ institutions, 2002-2021). Participation, coaching, salaries, expenses, revenues…brycewang-stanfordeducation-data-source-edfactsEDFacts — K-12 outcomes: assessment proficiency, ACGR graduation rates, ESSA accountability at school/district level (2009-2020).…brycewang-stanfordeducation-data-source-nhgisNHGIS — census geography crosswalks via Portal: links schools (ncessch) and colleges (unitid) to tracts, block groups, CBSAs…brycewang-stanfordeducation-data-source-saipeSAIPE — annual Census poverty estimates for school districts (Portal; county/state not in Portal). Use for district poverty…brycewang-stanfordfigma-data-handlingHandle Figma API data correctly: comments, versions, user data, and privacy compliance. Use when working with Figma comments API…jeremylongshorewritesfoundation-stakeholder-briefingsTurns any source artifact (spec, discovery, research, GTM plan, experiment results, retro, or raw notes) into one canonical…product-on-purposegdpr-complianceExpert GDPR compliance assistant covering all four core workflows: (1) auditing code and systems for GDPR violations, (2)…lawve-aigeopandasPython library for working with geospatial vector data including shapefiles, GeoJSON, and GeoPackage files. Use when working with…FreedomIntelligencegeopandasPython library for working with geospatial vector data including shapefiles, GeoJSON, and GeoPackage files. Use when working with…LeonChaoXgeoscience-skills6 geoscience & climate skills. Trigger: earth science data, GIS, remote sensing, climate modeling. Design: geospatial tools…brycewang-stanford
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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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