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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mksc-literature-positioningUse when positioning a Marketing Science manuscript in its literature — locating the contribution among structural and analytical…brycewang-stanfordmksc-methodsUse when the empirical/analytical approach is the bottleneck for a Marketing Science manuscript — choosing among structural…brycewang-stanfordmksc-tables-figuresUse when building the exhibits for a Marketing Science manuscript — estimate tables, model-fit tables, comparative-statics…brycewang-stanfordmksc-theory-developmentUse when building the formal model for a Marketing Science manuscript — turning a marketing phenomenon into an analytical…brycewang-stanfordml-pipeline-workflowBuild end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when…foryourhealth111-pixelml-pipeline-workflowComplete end-to-end MLOps pipeline orchestration from data preparation through model deployment.sickn33ml-pipeline-workflowBuild end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when…wshobsonmle-workflowProduction machine-learning engineering workflow for data contracts, reproducible training, model evaluation, deployment…mturacmnd-skillUse this skill whenever the user wants an end-to-end workflow for the Motor Neuron Disease (MND) dataset from OpenNeuro ds005874…BioTender-maxmobicom-artifact-evaluationUse when packaging a MobiCom artifact for the evaluation committee — choosing among the three ACM badges as a calibration of what…brycewang-stanfordmobicom-reproducibilityUse when making a MobiCom result reproducible on a different testbed — recording radio, hardware, channel, and mobility…brycewang-stanfordmobisys-reproducibilityUse when strengthening MobiSys reproducibility evidence — capturing device, SoC, OS build, framework and model versions…brycewang-stanfordmodel-mixBreak down Claude Code usage by model family (Opus / Sonnet / Haiku) from the Agent Monitor dashboard — each family's share of…hoangsonwwmodel-savingsEstimate the dollars saved by routing eligible Claude Code work to a cheaper model family, using the Agent Monitor pricing…hoangsonwwmodel / x_train / toolboxGeneral SOP for common requests related to model, x_train, toolbox.ECNU-ICALKmodeling-strategy-guideStrategic statistical modeling, experimentation, and causal inferencebrycewang-stanfordModular JavaScript Game Development with Object LiteralsDevelop text-based browser games using a modular architecture with ES6 modules, modern JavaScript features, and object literals…ECNU-ICALKmodule-mapProduce a one-screen map of an unfamiliar area of the codebase: entry points, modules, data flow, callers. Designed to be read in…rohitg00molcell-dataUse to build Molecular Cell's data and code deposition plan and the Data and Code Availability statement inside STAR Methods…brycewang-stanfordmolcell-figuresUse to finalize Molecular Cell display items — column-width sizing, minimum fonts, RGB, show-the-data with defined error…brycewang-stanfordmonitoring-setup-guideWrite a monitoring setup guide for a service — defining what to measure, how to alert on it, and how to build the observability…mohitagw15856monte-carlo-analyze-root-causeInvestigate data incidents and find root causes using Monte Carlo's observability data. Guides the agent through systematic…sickn33monte-carlo-asset-healthCheck the health of a data table/asset using Monte Carlo. Activates on "how is table X", "check health of X", "is X healthy"…sickn33monte-carlo-remediationInvestigate and remediate data quality alerts using Monte Carlo MCP tools. Runs root cause analysis, assesses blast radius…sickn33monthly-reviewCompile a month-over-month retrospective from Agent Monitor data — sessions, cost, token volumes, completion rate, top projects…hoangsonwwmooc-analytics-guideAnalyzing MOOC data, learning analytics, and online education metricsbrycewang-stanfordmortgage-complianceEnforces mortgage regulatory compliance — TRID, RESPA, TILA, ECOA/Fair Lending, state licensing, required disclosures, and data…davepoonmortgage-loan-officerGuides borrowers through mortgage refinance evaluation — collects loan data, extracts mortgage statement fields, evaluates…davepoonmotion-capture-analyzerMotion capture data processing and analysis skill for gait analysis and biomechanical studiesa5c-aiwritesmschallenge-skillUse this skill whenever the user wants an end-to-end workflow for the Longitudinal MS Lesion Segmentation Challenge dataset…BioTender-maxmsom-data-analysisUse when executing and reporting the analysis for a Manufacturing & Service Operations Management (M&SOM) manuscript — proving…brycewang-stanfordmsom-methodsUse when matching the method and identification to the operations problem for a Manufacturing & Service Operations Management…brycewang-stanfordmsom-topic-selectionUse when shaping or stress-testing a research question for Manufacturing & Service Operations Management (M&SOM) — confirming an…brycewang-stanfordmulti-app-orchestrationOrchestrate workflows across multiple applications and APIs — inter-app coordination, data handoff, and multi-system task…a5c-aiwritesmulti-file-excel-parquet-analysis读取多 Sheet Excel 文件并统计规模,支持大文件向 Parquet 格式转换、分类数据统计及可视化报告生成。OpenSenseNovamulti-sheet-reading-and-analysis用于读取多工作表Excel文件,动态评估数据量以启用Parquet大文件优化,并执行正则清洗、分类汇总、线性拟合及生成带格式的图表与结果文件。OpenSenseNovamulti-source-signal-synthesiserSynthesises user signals from multiple research sources into a unified, weighted insight brief. Use when you have data from…mohitagw15856multidisciplinary_linguistic_reconstructionPerforms theoretical translations, vocabulary generation, and origin synthesis for ancient cultures (including specific…ECNU-ICALKmultilingual_grammar_reviewer_jsonExpert multilingual and IELTS text reviewer with enhanced capitalization logic. Corrects grammar, spelling, and structure while…ECNU-ICALKmw-replicationUse when assembling the data-and-code replication package required by 《管理世界》 after conditional acceptance, drafting the README in…brycewang-stanfordn8n-expression-syntaxValidate n8n expression syntax and fix common errors. Use when writing n8n expressions, using {{}} syntax, accessing $json/$node…sickn33naacl-artifact-evaluationUse when packaging datasets, models, prompts, or annotation materials for a NAACL-bound submission — building the artifact around…brycewang-stanfordnaacl-workflowUse when planning a research project's calendar toward NAACL — handling the chapter's skipped-year rhythm, choosing an ARR cycle…brycewang-stanfordnanomaterial-lims-managerLaboratory Information Management System skill for nanomaterial sample tracking and data managementa5c-aiwritesnanomaterial-sds-generatorSafety documentation skill for generating Safety Data Sheets for nanomaterialsa5c-aiwritesnatural-language-and-linguistic-theoryUse when targeting Natural Language & Linguistic Theory (Springer) or deciding whether a theoretical-syntax/morphology manuscript…brycewang-stanfordNBA Stats Comparison with Top 3 RankingGenerate NBA statistical comparisons for teams or players, ensuring each metric lists the top 3 performers.ECNU-ICALKnbr-survey-semUse for survey-based structural equation modeling in 《南开管理评论》 (Nankai Business Review) — CFA/SEM fit indices, mediation and…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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