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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optimize-for-gpuGPU-accelerate Python code using CuPy, Numba CUDA, Warp, cuDF, cuML, cuGraph, KvikIO, cuCIM, cuxfilter, cuVS, cuSpatial, and…BioTender-maxpytorch-fsdp2Adds PyTorch FSDP2 (fully_shard) to training scripts with correct init, sharding, mixed precision/offload config, and distributed…Orchestra-Researchsuede-adsSuede-owned paid-acquisition operating system for channel choice, campaign structure, audiences, bidding, budget pacing, negative…JasonColapietroaeonThis skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting…foryourhealth111-pixelaeonThis skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting…K-Dense-AIwritesaeonThis skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting…LeonChaoXvideo-template-frame-nyt-graphUse this plugin when the user wants a "NYT Graph" HyperFrames motion video — Animated data chart in print editorial stylenexu-ioimaging-data-commonsQuery and download public cancer imaging data from NCI Imaging Data Commons using idc-index. Use for accessing large-scale…K-Dense-AImatlab-analyze-dataAnalyze data using MATLAB. Use when the task involves tables, timetables, time-series data, numeric arrays, sensor matrices, or…matlabagentic-walletCrypto wallet operations via the awal CLI — sign in, check balances, send USDC/ETH/POL/SOL, trade tokens, fund the wallet, and…internet-courtanalytics-insightsAnalyze marketing performance. Use when: KPI frameworks, attribution modeling, anomaly investigation, measurement strategy.indranilbanerjeecs-course-learningUse this skill whenever the user is learning computer science core courses, 408, data structures, computer organization…mingchen666cursor-usage-analyticsTrack and analyze Cursor usage metrics via admin dashboard: requests, model usage, team productivity, and cost optimization.…jeremylongshorewritesfrontend-dev-guidelinesYou are a senior frontend engineer operating under strict architectural and performance standards. Use when creating components…sickn33hasdata-cliCommand-line access to search, scraping, and structured web data.sickn33hasdataUse HasData APIs for web scraping and structured web data extraction.sickn33imaging-data-commonsQuery and download public cancer imaging data from NCI Imaging Data Commons using idc-index. Use for accessing large-scale…BioTender-maxlamina-researchPlan and synthesize evidence-grounded product research. Use when deciding what evidence is needed, designing actor walkthroughs…aryaniyapsmatlab-build-chartCreate and customize MATLAB charts and plots. Plot types (line, scatter, bar, histogram, heatmap, surface), axes configuration…matlabwritesmatlab-import-tracking-dataImport raw data (CSV, XLSX, TXT, or MATLAB tables) into formats used by Sensor Fusion and Tracking Toolbox. Handles both ground…matlabofficecli-skillsUnified OfficeCLI skill for creating, reading, and editing Office files. Use for any .docx, .pptx, or .xlsx task, including Word…mingchen666polarsPolars DataFrame library for high-performance data manipulation. Lazy/eager execution, expressions, I/O (CSV, Parquet, JSON)…brycewang-stanfordprivacy-policy-stephane-boghossianA zero-hallucination privacy-policy generator that takes anyone — non-lawyer founder to lawyer — from a guided intake to a…lawve-aiprogrammatic-seoHow to design and run a programmatic SEO program that produces durable traffic instead of penalty-bait. Data source…rampstackcor-python-translationR-to-Python translation for data analysis. Maps R packages (tidyverse, ggplot2, fixest, survey, sf, plm) to Python equivalents…brycewang-stanfordresults-analysisThis skill should be used when the user asks to "analyze experimental results", "run strict statistical analysis", "compare model…brycewang-stanfordscientific-writerUse when the user has a scientific draft (with its dataset, figures, and optional analysis code) and wants it iteratively revised…gaasherstata-python-translationStata-to-Python translation for data analysis. Maps Stata commands (reghdfe, xtreg, ivregress, margins, esttab, svy:) to Python…brycewang-stanfordtao-run-on-slurmRemote SLURM GPU cluster execution over SSH with sbatch/srun, Pyxis/Enroot containers, and Lustre-backed results. Use when…NVIDIAwriteswrangling-skills10 data wrangling skills. Trigger: messy data, format conversion, missing values, data reshaping. Design: pipeline-oriented…brycewang-stanfordFull-empirical-analysis-skillClassical end-to-end empirical analysis workflow in the traditional Python econometric stack — pandas + numpy + scipy +…brycewang-stanfordbio-foundation-housekeepingInitialize a bioinformatics project scaffold with reproducible environments, schemas, and data cataloging. Use for new projects…BioTender-maxchatbot-flow-designDesigning conversational flows for website chatbots and AI agents. Intent recognition architecture, branching logic, fallback…rampstackcodiscovery-research-synthesisTurning research artifacts into actionable PM insight. Customer interviews, user research notes, support ticket reviews, sales…rampstackcoeconomics-skills9 economics skills. Trigger: economic modeling, policy analysis, macroeconomic data, FRED. Design: theory plus empirical methods…brycewang-stanfordeducation-data-source-campus-safetyCSS — annual Clery Act crime/fire safety for Title IV institutions. Portal: hate crimes only (2005-2021); primary offenses, VAWA…brycewang-stanfordfrontend-ui-dark-tsBuild dark-themed React applications using Tailwind CSS with custom theming, glassmorphism effects, and Framer Motion animations.…microsoftfunding-skills9 grants & funding skills. Trigger: grant applications, funding search, budget planning, data repositories. Design…brycewang-stanfordimaging-data-commonsQuery and download public cancer imaging data from NCI Imaging Data Commons using idc-index. Use for accessing large-scale…foryourhealth111-pixelimaging-data-commonsQuery and download public cancer imaging data from NCI Imaging Data Commons using idc-index. Use for accessing large-scale…LeonChaoXlaw-skills9 legal research skills. Trigger: legal research, case law analysis, regulatory compliance. Design: legal databases, citation…brycewang-stanfordmulti-step-form-designDesigning forms with multiple steps, progress indicators, conditional logic, and save-and-resume mechanics. The discipline of…rampstackcoopenrouter-data-privacyImplement data privacy controls for OpenRouter API usage. Use when handling PII, meeting GDPR/CCPA requirements, or protecting…jeremylongshorewritesstructured-content-storageEnforces structured, highly documented storage for code and data projects. Use when working on machine learning scripts, data…foryourhealth111-pixelsupabase-load-scaleUse when preparing a Supabase project for production load — traffic spikes, connection-limit tuning, read replicas for analytics…jeremylongshorewritestraction-eosImplement the Entrepreneurial Operating System (EOS) to align vision and execution across a company. Use when the user mentions…wondelaiwavesWAVES — Workers · Aggregate · Verify · Extend — wave-based orchestration for Cursor. Decompose a big goal into independent…RayFernando1337alpha-vantageAccess real-time and historical stock market data, forex rates, cryptocurrency prices, commodities, economic indicators, and 50+…foryourhealth111-pixel
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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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