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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mathguardMath-heavy escalation for n >= 10^6 — Bloom, HyperLogLog, Count-Min, MinHash/LSH, FFT, JL projection, sweep line. Use when…sickn33Matlab CSV数据提取与统计报表生成编写Matlab脚本,从CSV文件中提取指定列(A、B、C列),保存为新文件,并计算各列最大值和最小值,最后将统计结果输出到Excel表格的新Sheet中。ECNU-ICALKMATLAB CSV数据读取、定范围绘图及波峰标记用于读取CSV文件数据,将大量数据点的横坐标映射到指定线性范围(如0-60)进行绘图,并自动标记波峰位置。ECNU-ICALKMatlab CSV数据提取与统计脚本生成Matlab脚本,用于从CSV文件中提取A、B、C列,保存为新文件,并计算每列的最大值和最小值,最后将统计结果输出到新的Sheet表格中。ECNU-ICALKMATLAB直方图局部峰值标记在MATLAB中绘制直方图并标记局部峰值,要求不显示文本标签,仅使用特定样式的标记(如蓝色实心倒三角)叠加在原图上。ECNU-ICALKMATLAB Matrix Reshaping and Peak AnalysisTransforms a single-column matrix into a multi-column matrix by splitting data into 24-row chunks, appends rows for average and…ECNU-ICALKMATLAB Regression Model Comparison and VisualizationImplements a MATLAB function to compare linear polynomial models (orders 1 to m) and a non-linear exponential model (y=ce^bx)…ECNU-ICALKmcp-cliInterface for MCP (Model Context Protocol) servers via CLI. Use when you need to interact with external tools, APIs, or data…github生成MD5文件比较批处理脚本用于生成Windows批处理脚本,计算并比较当前文件夹内文件的MD5值,将比较结果输出到CSV文件,并显示处理进度。ECNU-ICALKmedical-data-apiAccess FDA drug data and WHO global health statistics for researchbrycewang-stanfordmeg-skillUse this skill whenever the user wants to process MEG (magnetoencephalography) data including source localization, time-frequency…BioTender-maxMerge multiple Excel files with source filename columnGenerates Python code to merge multiple Excel files into a single output file, adding a 'Date' column populated with the source…ECNU-ICALKmeta-multi-format-export-packFrom one piece of source content, render four deliverables: .docx report, .pptx slides, .xlsx data, and an HTML/PDF public…opensquillameta-spreadsheet-insightTurn an Excel workbook into business insight: structured read → trend/anomaly summary → write back to a new 'Insights' sheet →…opensquillametadata-extractorProcess metadata extractor operations. Auto-activating skill for Data Pipelines. Triggers on: metadata extractor, metadata…jeremylongshorewritesmetric-calculatorConfigure and manage - Calculate metric calculator operations. Auto-activating skill for Data Analytics. Triggers on: metric…jeremylongshorewritesmetric-semantic-layerDefine a metric in a semantic layer so it means one thing everywhere. Use when asked to define a metric, build a semantic layer /…mohitagw15856metric-tree-builderDecompose a north-star metric into a driver tree — the inputs and sub-inputs that actually move it — so a team knows which levers…mohitagw15856metricflow_ingestMap a MetricFlow semantic_model or metric into ktx semantic layer sources. Covers the MetricFlow to ktx primitive table…Kaeliometrics-dashboard-designerDesign KPI dashboards and tracking mechanisms for performance measurement and reportinga5c-aiwritesmetrics-dashboardDefine and design a product metrics dashboard with key metrics, data sources, visualization types, and alert thresholds. Use when…phurynmgsci-contribution-framingUse when writing the explicit contribution statement for a Management Science (INFORMS) manuscript — turning an analytical result…brycewang-stanfordmgsci-data-analysisUse when executing and reporting the analysis for a Management Science (INFORMS) manuscript — proving and numerically verifying…brycewang-stanfordmgsci-methodsUse when choosing and defending the method for a Management Science (INFORMS) manuscript — selecting an analytical modeling…brycewang-stanfordmgsci-rebuttalUse when planning and drafting the revision and point-by-point response for a Management Science (INFORMS) R&R — prioritizing the…brycewang-stanfordmgsci-submissionUse when running the final pre-submission preflight for a Management Science (INFORMS) manuscript — ScholarOne seven-step upload…brycewang-stanfordmgsci-tables-figuresUse when building exhibits for a Management Science (INFORMS) manuscript — propositions and numerical-illustration figures for…brycewang-stanfordmgsci-theory-developmentUse when building the theoretical core of a Management Science (INFORMS) paper — either a formal analytical model (assumptions…brycewang-stanfordMicrosoft Clarity AutomationAutomate user behavior analytics with Microsoft Clarity -- export heatmap data, session metrics, and engagement analytics…ComposioHQmicrosoft_clarity-automationAutomate Microsoft Clarity tasks via Rube MCP (Composio): session recordings, heatmaps, and user behavior analytics. Always…ComposioHQmind-workflowUse as the entry point for any Mind (philosophy journal) article. Routes to the right Mind sub-skill based on where you are in…brycewang-stanfordmindos-maxlessons, architecture choices, research findings, preferences, conversation summaries for all connected agents. PROACTIVE: (1)…GeminiLightmindos-max-zhMindOS 是用户的本地知识助手,也是所有已连接 Agent 共用的记忆层。 决策记录、会议纪要、SOP、排错经验、架构选型、调研结论、偏好设置、对话摘要都保存在这里。 主动使用——不要等用户说"保存到知识库": (1)…GeminiLightminesweeper_kmeans_predictorGenerates Python code to predict safe spots in a 5x5 Minesweeper grid using KMeans clustering on historical data, ensuring…ECNU-ICALKMinesweeper Prediction and Solver DevelopmentDevelop a Python-based Minesweeper prediction tool for a 5x5 grid using historical data to identify safe spots and mine…ECNU-ICALKmining-software-repositoriesUse when targeting Mining Software Repositories (MSR) or deciding whether a computer-science manuscript fits this venue. Encodes…brycewang-stanfordminutes-ingestExtract facts from meetings and update your knowledge base — person profiles, chronological log, and index. Use when the user…silversteinmiro-data-handlingImplement Miro REST API v2 data handling with PII detection in board content, data export via API, retention policies, and…jeremylongshorewritesmisq-contribution-framingUse when turning results or a built artifact into an explicit contribution for a MIS Quarterly manuscript — stating what new IS…brycewang-stanfordmisq-data-analysisUse when running and reporting the empirical core of a MIS Quarterly manuscript — measurement and structural models (PLS/CB-SEM)…brycewang-stanfordmisq-methodsUse when choosing and defending the research design for a MIS Quarterly manuscript — a behavioral survey/experiment, an…brycewang-stanfordmisq-tables-figuresUse when designing the exhibits for a MIS Quarterly manuscript — measurement/correlation and structural-model tables for…brycewang-stanfordmisq-theory-developmentUse when building the theoretical engine of a MIS Quarterly manuscript — a behavioral mechanism and hypotheses, a design theory…brycewang-stanfordmisq-topic-selectionUse when shaping or stress-testing a research question for MIS Quarterly — confirming it is a genuine information-systems…brycewang-stanfordmissing-data-handlingDiagnose missing data patterns and apply appropriate imputation strategiesbrycewang-stanfordmistral-data-handlingImplement Mistral AI PII handling, data retention, and GDPR/CCPA compliance patterns. Use when handling sensitive data…jeremylongshorewritesmksc-contribution-framingUse when stating the headline contribution of a Marketing Science manuscript — naming the primary dimension (substantive…brycewang-stanfordmksc-data-analysisUse when estimating and validating the model for a Marketing Science manuscript — running structural estimation…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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