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
1,4891,536 · page 32 / 98
data-ai-mlBuild data pipelines, AI systems, and machine learning models with Python. USE THIS for data processing, model training, LLM…majiayu000data-analysisAI-powered data analysis for Empathy Ledger - themes, quotes, story suggestions, transcript analysis.majiayu000data-analysisDecision-first data analysis with statistical rigor gates.majiayu000writesdata-analysisComplete data-analysis tasks with bounded inspection, correct data semantics, native artifact handling, complete delivery, and…Prism-Shadowdata-analysis-sciData collection, analysis, and interpretation for scientific inquiry. Covers measurement and units, data recording and…majiayu000data-analysisExecutive-grade data analysis with pandas/polars and McKinsey-quality visualizations. Use when analyzing data, building…majiayu000Data Catalog EnricherEnriches data catalog entries with automated metadataa5c-aiwritesdata-charts-takoSearch and visualize the world's data - get charts, insights, and embeddable knowledge cards for finance, economics…gooseworks-aidata-collectionUse when collecting data for a research project, downloading time series, building a dataset, accessing economic or social data…brycewang-stanforddata-encoderClassical data encoding skill for quantum machine learning applicationsmajiayu000writesdata-explorationExplore and analyze pilot data sets to uncover patterns, anomalies, and initial insights. Use when performing ad-hoc data…majiayu000data-exploration-visualization自动化数据探索和可视化工具,提供从数据加载到专业报告生成的完整EDA解决方案。支持多种图表类型、智能数据诊断、建模评估和HTML报告生成。适用于医疗、金融、电商等领域的数据分析项目。majiayu000writesdata-exportGenerates data export/import infrastructure for JSON, CSV, PDF formats with GDPR data portability, share sheet integration, and…rshankraswritesdata-fetching-architectureLobeHub data-fetching pipeline guide. Use for service layer, Zustand store, SWR, lambdaClient, useClientDataSWR, useFetchXxx…lobehubdata-fidelityFact-checking and source verification workflow for research documents. Launches parallel fact-checkers, aggregates findings…majiayu000data-fidelityFact-checking and source verification workflow for research documents. Launches parallel fact-checkers, aggregates findings…majiayu000data-flowGenerates a Mermaid sequence diagram showing how data moves between components. Use when tracing request flows or documenting…majiayu000Data Freshness DisclaimerAlways inform the user that provided information may be outdated or subject to change to avoid presenting it as absolute fact.majiayu000data-journalismData journalism workflows for analysis, visualization, and storytelling. Use when analyzing datasets, creating charts and maps…majiayu000data-miningExtract patterns and insights from large datasets using association rules, clustering, classification, and anomaly detection. Use…majiayu000data-normalization-toolProcess data normalization tool operations. Auto-activating skill for ML Training. Triggers on: data normalization tool, data…majiayu000writesdata-normalization-toolData Normalization Tool - Auto-activating skill for ML Training. Triggers on: data normalization tool, data normalization tool…majiayu000writesdata-profilerGenerate comprehensive data profiles for DataFrames. Use for EDA, data discovery, and understanding dataset characteristics.majiayu000writesdata-quality-frameworksImplement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality…sickn33data-quality-frameworksImplement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality…wshobsondata-quality-profilerProfiles data assets to assess quality dimensions, detect anomalies, and generate comprehensive data quality reports with…a5c-aiwritesdata-researcherData discovery and analysis specialist focused on extracting actionable insights from complex datasets, identifying patterns and…majiayu000data-science-expertExpert-level data science, analytics, visualization, and statistical modelingmajiayu000writesdata-scienceData science and analytics expertise for statistical analysis, machine learning pipelines, data governance, business…majiayu000data-science-toolsDocumentation of available data science libraries (scipy, numpy, pandas, sklearn) and best practices for statistical analysis…majiayu000data-scientist-anton-abyzov-specweaveStatistical modeling and data analysis expert. A/B testing, causal inference, customer analytics (CLV, churn), anomaly detection…majiayu000data-scientistAdvanced analytics and machine learning for data-driven insights. Use when performing statistical analysis, building predictive…majiayu000data-scientistData Scientist Agent. ML 모델 개발, 실험, 분석을 담당합니다.majiayu000writesdata-scientistExpert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis…majiayu000data-scientistExpert in statistical analysis, predictive modeling, machine learning, and data storytelling to drive business insights.majiayu000data-sleuthIdentify non-obvious signals, hidden patterns, and clever correlations in datasets using investigative data analysis techniques.…majiayu000data-stats-analysisPerform statistical tests, hypothesis testing, correlation analysis, and multiple testing corrections using scipy and…majiayu000data-story-outlinerProcess data story outliner operations. Auto-activating skill for Data Analytics. Triggers on: data story outliner, data story…majiayu000writesdata-story-outlinerData Story Outliner - Auto-activating skill for Data Analytics. Triggers on: data story outliner, data story outliner Part of the…majiayu000writesdata-storytellerTransform CSV/Excel data into narrative reports with auto-generated insights, visualizations, and PDF export. Auto-detects…majiayu000data-storytellingTransform raw data into compelling narratives that drive decisions and inspire action.majiayu000data-storytellingTransform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics…wshobsondata-structure-selectorSelect optimal data structure based on operation requirementsa5c-aiwritesdata-training-managerManage AI training data, monitor content freshness, detect repetition, and update training samples for continuous learning. Use…majiayu000writesdataset-loader-creatorCreate dataset loader creator operations. Auto-activating skill for ML Training. Triggers on: dataset loader creator, dataset…majiayu000writesdataset-loader-creatorDataset Loader Creator - Auto-activating skill for ML Training. Triggers on: dataset loader creator, dataset loader creator Part…majiayu000writesdate-range-analyzerAnalyze date range analyzer operations. Auto-activating skill for Data Analytics. Triggers on: date range analyzer, date range…majiayu000writesdating-webA consumer-feeling dating / matchmaking dashboard — left rail navigation, ticker bar of community signals, headline KPIs, a…nexu-io
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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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