Data & Analytics
Data agent skills make AI agents useful for data work: writing SQL, cleaning datasets, building pipelines, working with spreadsheets, and producing analyses. Each skill is a reviewed SKILL.md file that teaches the agent one workflow well, ready to install in seconds.
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garrytan Skill MigrateUniversal migration from Obsidian, Notion, Logseq, markdown, CSV, JSON, Roam
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thedixitjain Skill CalcSpreadsheet creation, format conversion (ODS/XLSX/CSV), formulas, data automation with LibreOffice Calc.
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sickn33 Skill DatabaseDatabase development and operations workflow covering SQL, NoSQL, database design, migrations, optimization, and data engineering.
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davepoon Skill Ops EcomShopify store command center. Orders, inventory, fulfillment, analytics, and store health. Works with any Shopify store via Admin API.
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jeremylongshore Skill LensAnalytics and BI engineer — dashboards, metrics design, reporting pipelines, and data storytelling.
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jeremylongshore Skill Tweetclaw'X/Twitter automation plugin. Post tweets, reply, like, retweet, follow, unfollow, send DMs, search tweets, look up users, extract bulk data, monitor accounts, run giveaway draws, and compose algorithm-optimized tweets via Xquik REST API. Use when the user asks about Twitter, X, tweets, followers, social media automation, tweet analytics, or giveaway management. Trigger with "post tweet", "search tweets", "extract followers", "run giveaway", "monitor account", "compose tweet", "trending topics". '
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wshobson Bundle File ConversionConvert files between formats — PDF to Word, HEIC to JPG, MP4 to MP3, CSV to JSON, EPUB to MOBI, and 999 total routes across images, video, audio, documents, data, fonts, ebooks, and archives. Free via changethisfile.com, no API key or signup. Use when the user needs a file converted to a different format.
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jeremylongshore Bundle Lens AuditReview existing analytics — find all dashboards and reports, check who uses them, whether metrics are defined, and whether they drive decisions. Recommend what to keep, kill, or add. Use when asked "are our dashboards useful", "analytics review", or "metrics audit".
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jeremylongshore Skill Web Analytics'Push-based web analytics intelligence for your entire site portfolio. Fetches data from Umami (primary) and GA4 (fallback), runs specialist analysis agents in parallel, and delivers actionable insights. Three tiers: mini (30s pulse), medium (2min brief), full (5min deep dive). Supports console, email, and Slack delivery. Trigger with "/analytics", "check my analytics", "how''s my traffic", "site stats", "traffic report", "analytics brief", "daily brief". '
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thedixitjain Skill Aggregation Helper'Configure with aggregation helper operations. Auto-activating skill for Data Analytics. Triggers on: aggregation helper, aggregation helper Part of the Data Analytics skill category. Use when working with aggregation helper functionality. Trigger with phrases like "aggregation helper", "aggregation helper", "aggregation". '
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thedixitjain Skill Forecast Generator'Generate forecast generator operations. Auto-activating skill for Data Analytics. Triggers on: forecast generator, forecast generator Part of the Data Analytics skill category. Use when working with forecast generator functionality. Trigger with phrases like "forecast generator", "forecast generator", "forecast". '
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jeremylongshore Skill Ga4 Common Reports| Copy-paste recipes for the 6-7 reports every site owner actually wants: DAU/MAU/WAU, retention cohort, top pages by source, channel attribution, conversion funnel, geo breakdown, device split. Each recipe is a fully-formed Data API request. Trigger with "GA4 DAU", "GA4 retention", "GA4 top pages", "GA4 funnel", "GA4 channel report", "common GA4 reports".
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thedixitjain Skill Jape Data AnalysisUse when running estimation and inference for a Journal of Applied Econometrics (JAE) manuscript so the analysis is reproducible and archive-ready — every table/figure regeneratable from plain-text data and programs you will deposit in the JAE Data Archive. Covers robust inference, master-script discipline, Monte Carlo evidence, and the archive's plain-ASCII/CSV format rule.
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thedixitjain Skill Jmis Data AnalysisUse when the estimation, identification, construct validity, or modeling is the bottleneck for a Journal of Management Information Systems (JMIS) manuscript — econometrics on firm/platform data, SEM/PLS for behavioral constructs, analytical-model derivations, or ML/analytics evaluation. Executes and stress-tests the analysis the design (jmis-methods) chose; it does not redesign the study.
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nousresearch Skill Comps AnalysisBuild comparable-company valuation workbooks in Excel.
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thedixitjain Bundle Torch GeometricPyTorch Geometric (PyG) for graph neural networks — node/link/graph classification, message passing (GCN, GAT, GraphSAGE, GIN), heterogeneous graphs, neighbor sampling, and custom datasets. Use when working with torch_geometric, not for general NetworkX analytics or non-graph PyTorch models.
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thedixitjain Skill Bilig WorkpaperUse formula-backed WorkPaper JSON and MCP tools for agent spreadsheet tasks without driving Excel or a browser UI.
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thedixitjain Skill Retention Calculator'Configure and manage - Calculate retention calculator operations. Auto-activating skill for Data Analytics. Triggers on: retention calculator, retention calculator Part of the Data Analytics skill category. Use when working with retention calculator functionality. Trigger with phrases like "retention calculator", "retention calculator", "retention". '
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jeremylongshore Bundle Lens DashboardDesign and spec an analytical dashboard — define the question each chart answers, write the SQL queries, spec the layout and refresh cadence. Produces a complete dashboard spec ready to implement. Use when asked to "build a dashboard", "analytics dashboard", "BI dashboard", "weekly product health", or "visualize this data".
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hashgraph-online Skill Wilco Ad Setup| Codex-native Amazon PPC setup workflow using Wilco's exact-match and analytics-first strategy. Use when the user wants stricter keyword control, exact-match campaigns, and a LaunchFast-driven bulk-sheet export.
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thedixitjain Skill Algolia Cost Tuning'Optimize Algolia costs: understand search request vs record pricing, reduce operations with batching and caching, monitor usage via Analytics API. Trigger: "algolia cost", "algolia billing", "reduce algolia costs", "algolia pricing", "algolia expensive", "algolia budget". '
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thedixitjain Skill Complex Join Helper'Configure with complex join helper operations. Auto-activating skill for Data Analytics. Triggers on: complex join helper, complex join helper Part of the Data Analytics skill category. Use when working with complex join helper functionality. Trigger with phrases like "complex join helper", "complex helper", "complex". '
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thedixitjain Skill Data Story Outliner'Process data story outliner operations. Auto-activating skill for Data Analytics. Triggers on: data story outliner, data story outliner Part of the Data Analytics skill category. Use when working with data story outliner functionality. Trigger with phrases like "data story outliner", "data outliner", "data". '
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thedixitjain Skill Date Range Analyzer'Analyze date range analyzer operations. Auto-activating skill for Data Analytics. Triggers on: date range analyzer, date range analyzer Part of the Data Analytics skill category. Use when analyzing or auditing date range analyzer. Trigger with phrases like "date range analyzer", "date analyzer", "analyze date range r". '
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thedixitjain Skill Demog Data AnalysisUse when executing and reporting the analysis for a Demography (PAA / Duke University Press) manuscript so it survives expert, double-blind review — correct rate construction, honest uncertainty, and demographic methods done right (life tables, decomposition, event history, age-period-cohort). Guides analysis norms; it does not fabricate results.
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jeremylongshore Skill Ga4 Bigquery Export| Wire GA4 → BigQuery for unsampled, queryable event-level data. Covers the one-time export setup, the events_YYYYMMDD table schema, partitioning + clustering, and the SQL patterns for the reports the Data API can't do well (true cohort retention, custom-event attribution, large date ranges). Trigger with "GA4 BigQuery", "GA4 to BQ", "event-level GA4 data", "unsampled GA4", "GA4 export setup", "GA4 SQL".
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thedixitjain Skill Pivot Table Creator'Create pivot table creator operations. Auto-activating skill for Data Analytics. Triggers on: pivot table creator, pivot table creator Part of the Data Analytics skill category. Use when working with pivot table creator functionality. Trigger with phrases like "pivot table creator", "pivot creator", "pivot". '
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jeremylongshore Skill Posthog Rate Limits'Handle PostHog API rate limits with exponential backoff, request queuing, and understanding PostHog''s actual limit tiers (240/min analytics, 600/min flags). Trigger: "posthog rate limit", "posthog throttling", "posthog 429", "posthog retry", "posthog backoff", "posthog too many requests". '
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thedixitjain Skill Spark SQL Optimizer'Optimize spark sql optimizer operations. Auto-activating skill for Data Pipelines. Triggers on: spark sql optimizer, spark sql optimizer Part of the Data Pipelines skill category. Use when working with spark sql optimizer functionality. Trigger with phrases like "spark sql optimizer", "spark optimizer", "spark". '
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thedixitjain Skill SQL Query Optimizer'Optimize sql query optimizer operations. Auto-activating skill for Data Analytics. Triggers on: sql query optimizer, sql query optimizer Part of the Data Analytics skill category. Use when working with sql query optimizer functionality. Trigger with phrases like "sql query optimizer", "sql optimizer", "sql". '
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thedixitjain Skill Supabase AutomationAutomate Supabase database queries, table management, project administration, storage, edge functions, and SQL execution via Rube MCP (Composio). Always search tools first for current schemas.
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jeremylongshore Bundle Supabase Load Scale>- Use when preparing a Supabase project for production load — traffic spikes, connection-limit tuning, read replicas for analytics queries, CDN caching for Storage, regional Edge Function deployment, or partitioning large tables. Covers read replicas, Supavisor connection pooling, compute-size upgrades, Storage CDN, Edge Function regions, and table partitioning. Trigger with phrases like "supabase scale", "supabase read replica", "supabase connection pooling", "supabase compute upgrade", "supabase CDN storage", "supabase edge function regions", "supabase partitioning", "supavisor", "supabase pool mode".
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thedixitjain Bundle Optimize For GpuGPU-accelerate Python code using CuPy, Numba CUDA, Warp, cuDF, cuML, cuGraph, KvikIO, cuCIM, cuxfilter, cuVS, cuSpatial, and RAFT. Use whenever the user mentions GPU/CUDA/NVIDIA acceleration, or wants to speed up NumPy, pandas, scikit-learn, scikit-image, NetworkX, GeoPandas, or Faiss workloads. Covers physics simulation, differentiable rendering, mesh ray casting, particle systems (DEM/SPH/fluids), vector/similarity search, GPUDirect Storage file IO, interactive dashboards, geospatial analysis, medical imaging, and sparse eigensolvers. Also use when you see CPU-bound Python code (loops, large arrays, ML pipelines, graph analytics, image processing) that would benefit from GPU acceleration, even if not explicitly requested.
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thedixitjain Skill Gong AutomationAutomate Gong conversation intelligence -- retrieve call recordings, transcripts, detailed analytics, speaker stats, and workspace data -- using natural language through the Composio MCP integration.
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thedixitjain Skill Excel AutomationExcel Automation: create workbooks, manage worksheets, read/write cell data, and format spreadsheets via Microsoft Excel and Google Sheets integration
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data-goblin Bundle Paginated ReportAuthor, validate, publish, and test Power BI paginated reports in the RDL format. Automatically invoke when the user mentions "paginated report", "RDL", ".rdl", "Report Builder", "Power BI Report Builder", "SSRS report", "PBIRS", "Power BI Report Server", or asks to "create a paginated report", "build an invoice/statement report", "make a print-perfect report", "connect a paginated report to a semantic model", "edit an RDL file", "publish an .rdl", or "render a paginated report to PDF/Excel".
Frequently asked questions
What are Data & Analytics agent skills?
Data agent skills make AI agents useful for data work: writing SQL, cleaning datasets, building pipelines, working with spreadsheets, and producing analyses. Each skill is a reviewed SKILL.md file that teaches the agent one workflow well, ready to install in seconds.
Which Data & Analytics skills are most installed?
Popular Data & Analytics skills on SkillMD right now include migrate, calc, database. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do Data & Analytics skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.