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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debortoliwines Bundle Apache Hop DevelopmentBuild, modify, and optimize Apache Hop Workflows (.hwf) and Pipelines (.hpl). Use when asked to create, edit, debug, or analyze Apache Hop pipelines, workflows, transforms, or actions, or when working on XML ETL tasks with Apache Hop.
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deckflow Bundle DeckprobeInspect PDF, Microsoft Office (docx/xlsx/pptx and legacy doc/xls/ppt), and Apple iWork (key/numbers/pages) files without opening or rendering them. Use for page and slide and sheet counts, title/author/created metadata, encryption and macro and digital-signature and JavaScript risk signals, sheet and table structure, embedded assets and fonts, corruption checks, and verifying a file really is the format its extension claims. Also use to inventory many documents at once. Returns bounded, deterministic JSON on stdout. Never renders, never runs macros, never follows external references, never sends the file anywhere.
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deepnote Bundle DeepnoteWork with Deepnote project files (.deepnote). Use when creating, editing, or understanding .deepnote files — YAML-based notebook projects containing Python code, SQL queries, markdown, visualizations, and input widgets. Covers file structure, block types, database integrations, snapshots, and CLI usage.
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dekart-xyz Bundle Bigquery Overture SkillBuild and optionally execute cost-safe Overture Maps SQL through the BigQuery bq CLI, with mandatory dry-run cost checks and visualization handoff. Use when a user needs map-ready Overture Maps queries in BigQuery, wants SQL-only output or executed numeric results, and needs budget enforcement with clear over-budget fallback options.
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dekart-xyz Bundle GeosqlBuild cost-safe geospatial SQL for BigQuery, DuckDB, Snowflake, Wherobots, and Postgres and/or render results on an interactive Dekart map.
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develophyperbotnetwork Bundle Hyperbot Trading AnalyticsProvides cryptocurrency trading data analytics including smart money tracking, whale monitoring, market data queries, and trader statistics. Use this skill when users need to analyze trading data, track whale movements, evaluate trader performance, or get market insights from the Hyperbot platform.
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hkustdial Bundle Datamagic VideoUse when a task involves tabular data (CSV, Excel, database result, structured table) becoming a narrated data video, animated chart, data story, DVSpec, visualization storyboard, voiceover-timed chart sequence, Remotion data-video render, or refinement of an existing data-video result.
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hmohamed01 Bundle SQL ExpertWrite, optimize, and debug T-SQL queries for Microsoft SQL Server. Covers CTEs, window functions, PIVOT, MERGE, APPLY operators, execution plan analysis, indexing strategies, and stored procedures. Use when working with SQL Server, T-SQL scripts, .sql files, stored procedures, query optimization, or database performance tuning.
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homesafe2017 Bundle Amazon 1688trend跨境电商热词趋势追踪 — 定时采集 1688(淘宝) 和 Amazon 热搜词,计算热度变化率,支持趋势报告和 CSV/JSON 导出
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ifuryst Bundle Ga Article AnalyticsAnalyze this Jekyll blog's Google Analytics article performance, GA4 tracking health, English translation coverage, traffic sources, country quality, landing pages, page views, and content-direction recommendations. Use when asked to inspect GA, report article visits, compare Chinese and English post performance, decide future writing topics, or schedule recurring site analytics analysis.
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igorrendulic Skill Couchdb InvestigateUse for read-only CouchDB investigations that combine database records, current repository code, and reusable analytics/query recipes.
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igorrendulic Bundle Telegram SupportUse the local Telegram support corpus to answer support analytics questions, prepare evidence-backed reply drafts, and post only after explicit operator confirmation.
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ilyautov Bundle Doc2mdКонвертирует Word, PowerPoint, Excel, OpenDocument, RTF, EPUB, CSV и PDF в чистый Markdown ДО того, как агент начинает читать документ — один файл, список файлов или целая папка разом. Используй, когда нужно разобрать пачку разноформатных документов (договоры, акты, презентации, выгрузки), когда штатный ридер под формат либо отсутствует, либо избыточен для простой пачки, или когда документов больше 2-3 и дешевле прогнать всё разом, чем открывать по одному. Триггеры — "сконвертируй эти файлы", "разбери пачку документов", "не могу прочитать этот файл", "переведи в markdown", "подготовь документы для агента".
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imbad0202 Bundle Experiment AgentExperiment executor and monitor for academic research. 2-agent system covering code experiments (ML training, statistical analysis, ETL, simulation) and human studies (surveys, field studies, interviews). 4 modes: run (execute + monitor code), manage (track human studies), validate (statistical interpretation + reproducibility verification), plan (Socratic experiment design). Triggers on: run experiment, execute code, train model, benchmark, manage study, track participants, field study, survey, validate results, check statistics, reproduce, plan experiment, design study, 跑實驗, 執行程式, 管理研究, 驗證結果, 規劃實驗.
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batosai Bundle Adonis EtlBuild ETL (Extract, Transform, Load) pipelines in AdonisJS applications with @jrmc/adonis-etl. Use when the user wants to import/export/migrate data (CSV, XLSX, JSON, API, database) in an AdonisJS project, or asks to create or scaffold ETL source, transform, or destination components.
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bayramannakov Bundle Excel HygieneA rigorous "second pair of eyes" on any xlsx before it goes out. Runs a deterministic script for precise MECHANICAL checks (numbers as text, hardcoded-over-formula, cell errors, truncated SUM, percent as whole number), then reasons across the full spreadsheet-error taxonomy (Panko 2008: violations vs errors; qualitative vs quantitative; mistakes / slips / lapses; life-cycle) using general business and spreadsheet knowledge. Use for calcs, offers, mediaplans, budgets, any table. Client-specific thresholds (exact rates, margins, segment bands) belong to a domain skill.
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belljia95 Bundle Xiaohongshu DashboardGenerate a beautiful dark-mode analytics dashboard for Xiaohongshu (Little Red Book / RED) creator data. Use when the user wants to: (1) create a data dashboard for their Xiaohongshu account, (2) visualize their Xiaohongshu/RED post performance data, (3) analyze their content metrics including impressions, CTR, likes, followers, keyword analysis, etc. Triggers on mentions of "xiaohongshu dashboard", "xiaohongshu analytics", "RED analytics", or similar requests in Chinese like "xiaohongshu kanban", "xiaohongshu shuju fenxi".
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beoks Bundle Agent Engineer패턴 조합형 에이전트 아키텍처를 설계하고 승인 후 실행하도록 오케스트레이션한다. Use when Codex must coordinate coding, research, docx/pptx/xlsx document work, or operations analysis through task decomposition, role decomposition, context isolation, state externalization, validation loops, parallel execution, and central orchestration with an explicit approval gate.
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bin-huang Skill Google Analytics CLIGoogle Analytics 4 data analysis and reporting via google-analytics-cli. Use when the user wants to check GA4 traffic, run reports with dimensions and metrics, monitor realtime users, explore account structure, or analyze user behavior. Triggers: "Google Analytics", "GA4", "analytics report", "active users", "page views", "traffic source", "sessions", "engagement", "realtime", "bounce rate".
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bin-huang Skill Google Search Console CLIGoogle Search Console data analysis and site management via google-search-console-cli. Use when the user wants to check search performance, analyze queries, inspect URL index status, manage sitemaps, or view site properties. Triggers: "Search Console", "search performance", "search queries", "GSC", "index status", "URL inspection", "sitemap", "search analytics", "impressions", "CTR", "search appearance".
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bin-huang Skill Youtube Analytics CLIYouTube channel statistics, video data, and analytics reporting via youtube-analytics-cli. Use when the user wants to check YouTube channel stats, video performance, run analytics reports with dimensions and filters, or manage analytics groups. Triggers: "YouTube Analytics", "YouTube", "channel stats", "video views", "subscribers", "watch time", "YouTube report", "estimated minutes watched", "YouTube groups".
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bitloops Bundle Benchmark Run RowGenerate paste-ready TSV rows for benchmark result spreadsheets from appendix output, optionally uploading raw agent JSONL transcripts to Drive. Use when asked to create benchmark, baseline, Bitloops, Excel, spreadsheet, or TSV rows from reports/appendix output.
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blackfireio Bundle Blackfire CLIProfile PHP and Python applications and read Blackfire profiles from the terminal with the blackfire CLI. Use this skill whenever a task mentions Blackfire, a Blackfire profile, environment or profile UUID, or asks why a PHP or Python request, endpoint, console command or SQL query is slow, which function or query costs the most time or memory, or how to find the code behind a slow query, even when the user does not name Blackfire or profiling explicitly.
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jasonnamii Bundle Tax Skill한국 세무 7축(법인세·소득세·자본거래·국제조세·부가세·세무조사·2026개정+지방세) 풀스택 엔진. 케이스→법/판례/사례/옵션 4단으로 세무사 대체 수준 진단·전략·분쟁대응. 2026.5 최신 법령 반영. 트리거: 세무스킬, tax skill, 세무진단, 세무컨설팅, 절세, 세법, 법인세, 소득세, 양도세, 증여세, 상속세, 부가세, 종부세, 세무조사, 불복, 가산세, 명의신탁, 가업승계, 이전가격, CFC, GMT, QDMTT, 유산취득세, 다주택중과, 성실신고, ISA, IRP, 가상자산. NOT: 회계장부(→xlsx), 재무모델(→financial-model), BP(→bp-guide), 노동(→labor-hr-skill), 계약(→contract-consulting), 앱법무(→app-and-jang), 홀딩스(→holdings-consulting), 투자(→investment-skill).
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javalenciacai Bundle Siigo Pyme ExcelUse this skill whenever the user needs to extract data from SIIGO Pyme (Colombia) to Excel, or import Excel data into SIIGO Pyme, using the proprietary EXCELSIIGO.exe CLI. Also use when the user wants to filter, aggregate, merge, validate, or convert a previously generated SIIGO .xlsx (Terceros, GETMOV, GETBOD, etc.) without re-running the CLI. Triggers on requests like "sacar un listado de SIIGO", "cargar terceros a SIIGO", "generar movimientos contables", "descargar saldos de bodega", "importar productos a SIIGO Pyme", "ejecutar EXCELSIIGO.exe", "sincronizar SIIGO", "filtrar el último reporte de movimientos", "cruzar Terceros con el GETMOV", or any mention of the SIIGO Pyme on-premise Windows ERP and its Excel interface. Wraps the 46 GET*/PUSH* functions of EXCELSIIGO.exe plus downstream processing (openpyxl/pandas) for already-generated .xlsx files. Do NOT use for SIIGO Nube (API REST) or SIIGO Empresarial — only for SIIGO Pyme on Windows.
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jdwit Bundle YtstudioManage and automate a YouTube channel from the terminal with the ytstudio CLI - list and bulk-edit video metadata (search-replace titles/descriptions/tags), upload videos from YAML sidecars, query channel and per-video analytics, moderate comments, control live broadcasts, and run bulk playlist operations. Use when a task involves administering, scripting, or reporting on a YouTube channel rather than just watching or searching public videos.
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jeep15cba Bundle SupabashGive Claude (and the user) direct psql access to a Supabase database by generating a project-specific db-cli.sh — no MCP, no Supabase CLI install. Invoke when the user wants database access, wants to run SQL against Supabase, apply schema migrations, back up / restore the database, or says things like "set up db access", "give me psql access to Supabase", "let Claude query my database", "inspect my Supabase schema", "I don't want an MCP for this".
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jeremylongshore Bundle Excel Analyst ProCreate or revise local Excel workbooks for DCF valuation, LBO returns, or budget-versus-actual variance analysis when the user explicitly requests a spreadsheet artifact. Use when evidence-backed finance models need reviewable formulas and checks. Trigger with explicit requests for a DCF, LBO, or variance workbook. Do not use for native pivot tables or charts, live market data, or generic financial advice.
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jetbrains Bundle Datalore NotebookWork with Datalore notebooks through the bundled CLI. Read, write, and execute notebook cells to perform data analysis, build visualizations, query databases, and manage notebook files. Use when user shares a Datalore notebook URL, asks to "analyze data in Datalore", "run a notebook", "explore a dataset", "write SQL against attached databases", or "create notebook cells". Requires uv.
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hrdzhu Bundle Modelviz SkillScientific visualization workflow for mathematical modeling competitions. Use when a user wants to turn their own CSV/XLSX/XLS data and a natural-language plotting request into a publication-style scientific figure by selecting from the existing template catalog, adapting the selected Python template without modifying originals, executing the plot, checking technical and visual quality, and repairing clear issues when needed.
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iart-ai Bundle Text Message AnimationThis skill should be used when the user asks to "make a fake text message video", "animate an iMessage conversation", "create a text story video", "do a chat reply animation", "WhatsApp/SMS conversation video", "typing indicator animation", "render a chat thread to a video", or "batch text-message videos from a script/CSV". Covers sent/received bubble layout, staggered appear timing with typing indicators, read receipts/timestamps, per-message pop sound-sync, 9:16 safe-area, and data-driven render from a messages array.
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growthbook Skill Growthbook DocsAnswer how-to / SDK / setup / configuration / "how does X work?" questions about GrowthBook itself (not the user's data). Use when the question is about the product, an SDK integration, a configuration option, or general best practices — NOT when the question is about the user's experiments, features, or metrics (those use the feature-flags / experiments / analytics skills).
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hang-jin Bundle EditaplotAnalyze local scientific CSV, TXT, XLS, or XLSX data; recommend publication-informed charts and Chinese scientific palettes; freeze a reproducible plan; and automate editable figures through a callable local Origin/OriginPro installation on physical Windows 10/11 x64. Use for beginner “drop in a file and draw it” requests; XPS, XRD, XAS, PL/TRPL, DSC, NMR, FTIR/IR, UV-Vis, electrochemistry, medical/AI evidence, distribution, relationship, error-bar, bar, stacked, pie, Sankey, radar, heatmap, or verified 3D workflows; project-local Python setup; palette selection; and OPJU/PNG/PDF/TIF verification. Do not use on macOS, Linux, WSL, Wine/CrossOver, Parallels, or other VMs; to install or modify Origin; to redistribute reference images; or to claim an unverified Origin route.
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hardness1020 Skill Skills Analytics DashboardLaunch the skills analytics dashboard to view usage metrics, scores, and trends
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elephenman Bundle Biorag生信知识库检索技能。覆盖生物信息学/R代码/机器学习/Python数据分析。 触发词:生信问题、R代码、DESeq2、ggplot2、差异表达、富集分析、 单细胞、转录组、基因组、pandas、tidyverse、clusterProfiler、 Seurat、dplyr、火山图、热图、PCA、GO、KEGG、GSEA、 RNA-seq、ChIP-seq、WGS、变异检测、进化树、机器学习、 随机森林、SVM、特征选择、降维、聚类、代码调试、报错
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elsvv Bundle Yandex MetricaРабота с Yandex Metrica API: аналитика, отчёты, цели, логи. Use when the user needs web analytics data from Yandex Metrica — traffic stats, conversion reports, goal management, raw log exports, counter management, segments, filters, or grants. Triggers: метрика, metrica, аналитика, счётчик, визиты, конверсии, отчёт по трафику, источники трафика, Logs API, экспорт логов.
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 xiaohongshu-dashboard, benchmark-run-row, apache-hop-development. 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.