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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appfolio-core-workflow-aBuild property management dashboard with AppFolio API data. 'jeremylongshorewritesapple-notes-data-handlingHandle Apple Notes data formats: HTML body, attachments, and rich content. 'jeremylongshorewritesapsr-data-analysisUse when executing and reporting the analysis for an American Political Science Review (APSR) manuscript so it survives expert…brycewang-stanfordapsr-transparency-and-data-policyUse when preparing the reproducibility / replication materials for an American Political Science Review (APSR) manuscript. APSR…brycewang-stanfordarchitecture-diagramDiagram a system or technical architecture — services, data stores, and how they connect. Use when asked to draw an architecture…mohitagw15856architecture-specGenerates technical architecture specification from PRD. Covers architecture pattern, tech stack, data models, and app structure.…rshankraswritesariaDesigns the data model, API contracts, and structural foundation of the system.sickn33asc-metricsWhen the user wants to analyze their own app's actual performance data from App Store Connect — real downloads, revenue, IAP…Eronredasc-screenshot-resizeResize and validate App Store screenshots with current asc screenshot-size data and macOS sips. Use when preparing or fixing…rorkaiase-artifact-evaluationUse when preparing an accepted ASE (IEEE/ACM Automated Software Engineering) paper's tool and data for the Artifact Evaluation…brycewang-stanfordase-camera-readyUse when preparing the ASE (IEEE/ACM Automated Software Engineering) camera-ready after acceptance or a successful revision…brycewang-stanfordase-reproducibilityUse when building the open-science and reproducibility story for an ASE (IEEE/ACM Automated Software Engineering) submission…brycewang-stanfordase-submissionUse when auditing an ASE (IEEE/ACM Automated Software Engineering) research-track submission for HotCRP readiness, covering the…brycewang-stanfordasin-data-api-automationAutomate Asin Data API tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQasl-skillUse this skill whenever the user wants to process Arterial Spin Labeling (ASL) perfusion MRI data including CBF (cerebral blood…BioTender-maxaso-routerSingle entry point that routes any ASO, App Store, Google Play, app marketing, paid UA, monetization, retention, reviews…Eronredasplos-artifact-evaluationUse when preparing an ASPLOS artifact for the post-acceptance evaluation committee — writing the ae.tex Artifact Appendix with…brycewang-stanfordasq-data-analysisUse when executing and reporting the analysis for an Administrative Science Quarterly (ASQ) manuscript — qualitative coding and…brycewang-stanfordasq-methodsUse when choosing and justifying the research design for an Administrative Science Quarterly (ASQ) manuscript — qualitative…brycewang-stanfordasq-tables-figuresUse when building and refining exhibits for an Administrative Science Quarterly (ASQ) manuscript — qualitative data structures…brycewang-stanfordasr-data-analysisUse when executing and reporting the analysis for an American Sociological Review (ASR) manuscript so it survives expert masked…brycewang-stanfordasr-data-and-transparencyUse when handling data documentation, sharing, and confidentiality for an American Sociological Review (ASR) manuscript. ASR…brycewang-stanfordassess-outlineAssesses a research paper outline (.qmd file) against structured criteria from Kosuke Imai''s empirical research guide. Evaluates…brycewang-stanfordastrophysics-data-guideAstronomical data processing with Astropy, FITS files, and sky surveysbrycewang-stanfordAsymmetric Cost Loss Function (False Negative Cost = 0)Defines a custom loss function in TensorFlow/Keras where predicting 1 as 0 (False Negative) has zero cost, while predicting 0 as…ECNU-ICALKAttio AutomationAutomate Attio CRM operations -- search records, query contacts and companies with advanced filters, manage notes, list…ComposioHQaudience-analyticsAnalyze visitor data, attendance patterns, and engagement metrics to inform programming decisions and measure organizational…a5c-aiwritesAudio Mel Spectrogram Preprocessing with Min-Width TrimmingProcesses a directory of audio files to generate Mel spectrograms and labels, ensuring uniform shape by trimming to the minimum…ECNU-ICALKauditing-deid-leakageAdversarially scan already-de-identified clinical text for residual identifiers and emit a leakage report that blocks release on…maziyarpanahiausschuss-dashboard-bauenWenn es um Ausschuss Dashboard Bauen in Kommunalrecht der Länder geht: prüft Frist, Form, Zuständigkeit, Rechtsweg und…Klotzketteausschuss-finanzierung-dashboard-bauenWenn es um Ausschuss Finanzierung Erklaeren in Kommunalrecht der Länder geht: prüft Frist, Form, Zuständigkeit, Rechtsweg und…Klotzketteautobahn-dashboard-bundesstrasseWenn es um Autobahn Dashboard Erstellen in Straßenrecht und Infrastruktur geht: prüft Frist, Form, Zuständigkeit, Rechtsweg und…KlotzketteAutoethnography Finding SynthesisGenerate a research finding summary from a narrative statement by adhering to the structure and analytical tone of a provided…ECNU-ICALKAutomate Excel to Word Data Transfer on Document OpenCreate VBA code for a Word document to automatically pull specific cell values from an active Excel workbook into a 2x2 table…ECNU-ICALKaviation-dashboardWenn es um Aviation Dashboard – Lageüberblick Airline und Flughafen in Luftrecht und Flughafenrecht geht: prüft Frist, Form…Klotzketteavv-eu-us-data-privacy-framework-bezugWenn es um EU-US Data Privacy Framework (DPF) im AVV in Datenschutzrecht geht: prüft Frist, Form, Zuständigkeit, Rechtsweg und…KlotzketteBacktrader自定义Pandas数据源列映射指导用户如何继承bt.feeds.PandasData类,通过定义lines和params将包含自定义列名(如symbol, frequency, open, close等)的Pandas DataFrame正确映射到Backtrader回测引擎中。ECNU-ICALKbamboohr-core-workflow-aExecute BambooHR primary workflows: employee CRUD, directory sync, and custom reports. Use when managing employees, syncing…jeremylongshorewritesbamboohr-core-workflow-bExecute BambooHR secondary workflows: time off requests, PTO balances, benefits administration, and employee files/photos. Use…jeremylongshorewritesbamboohr-reference-architectureImplement BambooHR reference architecture for production HR data pipelines. Use when designing new BambooHR integrations…jeremylongshoreexcel-bar-chart-visualization读取多工作表Excel文件,自动处理合并单元格与数据清洗,进行交叉分组统计并生成带总计行的结果表,最后绘制支持中英文字体的美化柱状图,适用于多维度数据汇总与可视化分析。OpenSenseNovaexcel-basic-statistics-and-routing对多Sheet Excel文件进行基础统计与,支持按条件筛选计算均值,以及从指定行区间提取数据去重求和,并生成结果文件与下载链接。OpenSenseNovabatch-processing-clinical-textRun large-scale batch NER, PII extraction, or de-identification over many clinical notes on-device with OpenMed, with sharding…maziyarpanahibaut-beweislast-benennt-bereits-excelWenn es um Beweislast, Darlegungslast und Anlagen in Anlagen zu Schriftsätzen geht: ordnet Akteninhalt, Belege, Lücken und…Klotzkettebdistill-knowledge-extractionExtract structured domain knowledge from AI models in-session or from local open-source models via Ollama. No API key needed.sickn33beam-pipeline-builderBuild beam pipeline builder operations. Auto-activating skill for Data Pipelines. Triggers on: beam pipeline builder, beam…jeremylongshorewritesbehavior-intervention-planBuild a tiered classroom behavior intervention plan (BIP) for a K-12 student, grounded in the function of the behavior. Use when…mohitagw15856benchmarkBenchmark one session (or a small recent set) against the rolling average using Agent Monitor data — cost, total tokens, tool…hoangsonww
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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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