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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paulasilvatech Bundle Copilot CLI QuickstartUse this skill when someone wants to learn GitHub Copilot CLI from scratch. Offers interactive step-by-step tutorials with separate Developer and Non-Developer tracks, plus on-demand Q&A. Just say "start tutorial" or ask a question! Note: This skill targets GitHub Copilot CLI specifically and uses CLI-specific tools (ask_user, sql, fetch_copilot_cli_documentation).
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paulasilvatech Skill Postgresql OptimizationDesign, tune, and modernize PostgreSQL SQL, schemas, indexes, functions, and maintenance workflows using PostgreSQL-specific capabilities. Use this skill when the user asks for PostgreSQL optimization, query tuning, JSONB or array design, EXPLAIN ANALYZE interpretation, index strategy, full-text search, custom types, range/geometric types, pg_stat_statements, VACUUM, ANALYZE, partitioning, or secure parameterized database development.
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ferroxlabs Bundle Spreadsheet Data CleaningProduces spreadsheet-native data cleaning formulas and operations. Generates exact TRIM, CLEAN, TEXT, SUBSTITUTE formulas for text issues, IF/IFERROR wrappers for null handling, COUNTIF for duplicate detection, and a cleaning sequence with before/after column strategy. Use when the user needs to clean data using spreadsheet formulas rather than external tools. Do NOT use for a full data cleaning protocol across any tool (use data-cleaning-protocol), setting up validation rules (use data-validation-setup), or auditing a spreadsheet model (use spreadsheet-model-audit).
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ferroxlabs Bundle Wearable Data InterpreterAnalytics guide for consumer health wearables including Apple Watch, Fitbit, Oura Ring, Garmin, and WHOOP. Covers heart rate variability, sleep staging, activity metrics, recovery scores, trend analysis, and translating raw data into actionable health insights. Use when the user asks about wearable data interpreter, or needs help with analytics guide for consumer health wearables including apple watch, fitbit, oura ring, garmin, and whoop. Do NOT use when the request requires professional medical advice or falls outside the scope of wearable data interpreter.
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plurigrid Bundle Dune AnalyticsQuery Dune Analytics API for blockchain data, pyUSD flows, stablecoin metrics, and on-chain analytics. Use when analyzing DeFi protocols, token flows, or building dashboards.
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plurigrid Bundle Exopriors ScrySQL and vector search over 3B+ docs (arXiv, HN, LessWrong, EA Forum, Bluesky, Reddit). Triggers: exopriors, scry, research corpus, semantic search, arxiv search, vector search.
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plurigrid Skill ScryQuery the ExoPriors Scry API -- SQL-over-HTTPS search across 229M+ entities spanning forums, papers, social media, government records, and prediction markets. Includes cross-platform author identity resolution (actors, people, aliases), OpenAlex academic graph navigation (authors, citations, institutions, concepts), shareable artifacts, and structured agent judgements. Use when the task involves: Scry API, ExoPriors, /v1/scry/query, scry.search, scry.entities, materialized views, corpus search, epistemic infrastructure, 229M entities, lexical search, BM25, structured agent judgements, scry shares, cross-corpus analysis, who is this person, cross-platform identity, OpenAlex, citation graph, coauthor graph, academic papers, author lookup. NOT for: semantic/vector search composition or embedding algebra (use scry-vectors), LLM-based reranking (use scry-rerank), or the user's own local Postgres / non-ExoPriors data sources.
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plurigrid Bundle Real Estate SharkTransform single property/neighborhood images into photorealistic 3D Gaussian Splats using Apple's ml-sharp, enabling virtual walkthroughs from a single photograph. Bridge to PropertyPriceOracle for valuation analytics.
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plurigrid Bundle Warehouse NetworkConnect to warehouse machines (DGX Spark, etc.) via local network or Tailscale. Use when SSH-ing into warehouse hosts, managing Tailscale connectivity, or accessing gx10-acee.
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plurigrid Bundle Graph InvestigationLarge-scale graph analytics for entity resolution, network analysis, and relationship mapping. Based on methodologies from Project Domino (1B+ node COVID misinformation graphs) and ICIJ's Panama/Paradise Papers investigations.
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plurigrid Bundle Clinical Decision SupportGenerate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses (biomarker-stratified with outcomes) and treatment recommendation reports (evidence-based guidelines with decision algorithms). Supports GRADE evidence grading, statistical analysis (hazard ratios, survival curves, waterfall plots), biomarker integration, and regulatory compliance. Outputs publication-ready LaTeX/PDF format optimized for drug development, clinical research, and evidence synthesis.
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newmindsgroup Skill Business AnalystMaster modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and strategic recommendations.
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paulasilvatech Bundle Spark CLIAuthor, run and diagnose Fabric Spark: notebook cell code (%%configure, %%sql, PySpark, notebookutils), named notebook runs, Livy-session ad-hoc calculations, Spark failure triage, and the whole Materialized Lake View lifecycle -- definition, incremental-refresh readiness review, schedules, refresh jobs, run history and refresh-failure diagnosis. KQL materialized views are eventhouse-cli. Triggers:write notebook code,run notebook,notebookutils,create a Livy session,failed notebook,Spark OOM,create materialized lake view,schedule MLV,diagnose MLV refresh failure
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paulasilvatech Bundle Sqldw CLIAuthor, query and diagnose Fabric Warehouse, Lakehouse SQL endpoints and Mirrored Databases: DDL/DML and COPY INTO ingestion, read-only T-SQL SELECT and row counts over lakehouse tables, and queryinsights performance triage. Fabric SQL database (OLTP) is sqldb-*-cli. Triggers:query warehouse,count rows lakehouse,SELECT lakehouse,create warehouse table,COPY INTO,warehouse MERGE,slowest warehouse queries,queryinsights CPU
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paulasilvatech Bundle Eventhouse CLIAuthor and query Fabric Eventhouse / KQL databases: create tables, functions, policies, materialized views and ingestion, or run read-only KQL for real-time and time-series analytics. Ingestion topology is eventstream-cli. Triggers:kql query,query eventhouse,create kql table,kql ingestion,kql retention policy,materialized view kql
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paulasilvatech Bundle E2e Fabric Cost EstimationEstimate Microsoft Fabric capacity costs before migration by analyzing existing workload profiles (Spark, SQL, Power BI, Real-Time Intelligence) and recommending optimal SKU sizing, billing modes, and Reserved Instance strategies. Use when the user wants to: (1) estimate Fabric costs for a migration, (2) size a Fabric capacity SKU, (3) compare Fabric pricing tiers, (4) calculate storage/compute/network costs, (5) recommend Reserved vs. Pay-As-You-Go vs. Autoscale billing. Trigger phrases are scoped to Fabric capacity cost/sizing to avoid over-routing on generic cost, migration, or connection questions. Triggers: "estimate fabric cost", "fabric capacity sizing", "fabric sku recommendation", "fabric cost estimate", "fabric reserved instance", "fabric capacity pay-as-you-go", "fabric autoscale billing".
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plurigrid Bundle XLSXComprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for creating new spreadsheets, reading/analyzing data, modifying existing spreadsheets, or recalculating formulas.
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newmindsgroup Skill CalcSpreadsheet creation, format conversion (ODS/XLSX/CSV), formulas, data automation with LibreOffice Calc.
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newmindsgroup Bundle InstagramIntegracao completa com Instagram via Graph API. Publicacao, analytics, comentarios, DMs, hashtags, agendamento, templates e gestao de contas Business/Creator.
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newmindsgroup Bundle Web ScraperWeb scraping inteligente multi-estrategia. Extrai dados estruturados de paginas web (tabelas, listas, precos). Paginacao, monitoramento e export CSV/JSON.
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plurigrid Skill Scry RerankLLM-powered multi-attribute reranking of candidate sets via pairwise comparison. Supports canonical attributes (clarity, technical_depth, insight), custom prompts, model tier selection, and TopK configuration. Use when the task involves: rerank, rank by clarity, rank by insight, rank by depth, best items, quality tier, LLM judge, pairwise comparison, multi-attribute rank, rerank from sql or list. NOT for: simple SQL sorting (ORDER BY date/upvotes/score -- use scry), or semantic search and embedding algebra (use scry-vectors).
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plurigrid Skill Scry VectorsCompose semantic vectors in Scry -- embed concepts as @handles, search by cosine distance, debias with vector algebra, and diagnose signal loss. Use when the task involves: semantic search, embedding, vector, cosine distance, <=>, "X but not Y", debias, embed this concept, @handle, vibe algebra, concept vector. NOT for: word2vec training, fine-tuning embeddings, local vector databases (FAISS, Pinecone, Chroma), or plain keyword/SQL search (use scry).
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newmindsgroup Bundle Junta LeiloeirosColeta e consulta dados de leiloeiros oficiais de todas as 27 Juntas Comerciais do Brasil. Scraper multi-UF, banco SQLite, API FastAPI e exportacao CSV/JSON.
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newmindsgroup Skill Analytics TrackingDesign, audit, and improve analytics tracking systems that produce reliable, decision-ready data.
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newmindsgroup Skill Youtube AutomationAutomate YouTube tasks via Rube MCP (Composio): upload videos, manage playlists, search content, get analytics, and handle comments. Always search tools first for current schemas.
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newmindsgroup Bundle Monte Carlo PreventSurfaces Monte Carlo data observability context (table health, alerts, lineage, blast radius) before SQL/dbt edits.
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newmindsgroup Skill Odoo Security RulesExpert in Odoo access control: ir.model.access.csv, record rules (ir.rule), groups, and multi-company security patterns.
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newmindsgroup Skill Office ProductivityOffice productivity workflow covering document creation, spreadsheet automation, presentation generation, and integration with LibreOffice and Microsoft Office formats.
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newmindsgroup 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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ferroxlabs Bundle Data Cleaning ProtocolGenerates a priority-ordered data cleaning protocol for a specific dataset. Identifies quality issues (duplicates, nulls, type mismatches, outliers) and produces the exact cleaning operations with formulas and documentation. Use when the user has a dataset with quality problems and needs a systematic plan to clean it before analysis. Do NOT use for initial data exploration (use eda-framework), statistical testing (use hypothesis-testing), or writing SQL/Python cleaning scripts (software-development scope).
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ferroxlabs Bundle Google Sheets AdvancedProduces Google Sheets-specific advanced formula patterns including ARRAYFORMULA, IMPORTRANGE, QUERY function syntax, Apps Script trigger patterns, and key behavioral differences from Excel. Generates exact formula strings for Sheets-native automation. Use when the user works in Google Sheets and needs formulas or features that differ from Excel or are unique to Sheets. Do NOT use for general spreadsheet formulas that work in both Excel and Sheets (use excel-lookup-formulas), data cleaning (use spreadsheet-data-cleaning), or full Apps Script programming (software-development scope).
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ferroxlabs Bundle Spreadsheet AutomationDesigns spreadsheet automation using built-in features including named ranges, drop-down validation lists, INDIRECT references for dynamic ranges, array formulas, and QUERY/FILTER functions. Produces the specific formula strings for self-updating, self-validating spreadsheets. Use when the user wants to make their spreadsheet more automated, dynamic, or self-maintaining without VBA or scripts. Do NOT use for data validation rule design (use data-validation-setup), data cleaning formulas (use spreadsheet-data-cleaning), or Google Apps Script programming (software-development scope).
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oomol-lab Skill Oo ExcelExcel (microsoft.com). Use this skill for ANY Excel request — reading, creating, updating, and deleting data. Whenever a task involves Excel, use this skill instead of calling the API directly.
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oomol-lab Skill Oo FathomFathom Analytics (usefathom.com). Use this skill for ANY Fathom Analytics request — reading, creating, and updating data. Whenever a task involves Fathom Analytics, use this skill instead of calling the API directly.
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ferroxlabs Bundle Social Media StrategistSocial media strategy covering platform selection by audience, content strategy per platform, posting cadence, engagement tactics, hashtag strategy, influencer collaboration, analytics and KPIs, community management, and crisis communication. Use when the user asks about social media strategist or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.
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ferroxlabs Bundle Spreadsheet Model AuditAudits a spreadsheet model for quality and reliability. Checks formula consistency, hardcoded values in formulas, circular references, missing error handling, and documentation gaps. Produces an audit report with specific remediation steps. Use when the user needs to verify the integrity of a spreadsheet model before relying on its outputs for decisions. Do NOT use for data cleaning (use spreadsheet-data-cleaning), setting up validation rules (use data-validation-setup), or building new financial models (use financial-model-template).
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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 copilot-cli-quickstart, postgresql-optimization, spreadsheet-data-cleaning. 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.