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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gracefullight Bundle Oma DB 2Database specialist for SQL, NoSQL, and vector database modeling, schema design, normalization, indexing, transactions, integrity, concurrency control, backup, capacity planning, data standards, anti-pattern review, and compliance-aware database design. Use for database, schema, ERD, table design, document model, vector index design, RAG retrieval architecture, migration, query tuning, glossary, capacity estimation, backup strategy, database anti-pattern remediation work, and ISO 27001, ISO 27002, or ISO 22301-aware database recommendations.
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shrimpwtf Bundle WhyUse for 'why does X work this way', 'why we picked Y', design rationale, regressions, postmortems, or data-backed thresholds. Discovers available MCPs and queries each evidence category (source control, issue tracker, long-form docs, real-time chat, infrastructure observability, error tracking, product analytics warehouse) in parallel, then returns a cited read on decisions and tradeoffs. Use how for runtime behavior.
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stacksjs Skill Stacks Analytics 3Use when adding analytics to a Stacks application - configuring Fathom, Plausible, Google Analytics or self-hosted analytics, generating tracking scripts, privacy-friendly analytics setup, or the analytics configuration. Covers @stacksjs/analytics and config/analytics.ts.
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jaume-68 Skill SeabornStatistical visualization with pandas integration. Use for quick exploration of distributions, relationships, and categorical comparisons with attractive defaults. Best for box plots, violin plots, pair plots, heatmaps. Built on matplotlib. For interactive plots use plotly;...
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jaume-68 Skill Google Sheets AutomationRead and write Google Sheets spreadsheets - get content, update cells, append rows, fetch specific ranges, search for spreadsheets, and view metadata. Use when user asks to: read a spreadsheet, update cells, add data to Google Sheets, find a spreadsheet, check sheet...
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tiangong-lca Bundle Tidas Data ImportOrchestrate SDK-backed TIDAS context, tidas-tools package conversion, and source-document authoring through the tiangong-lca CLI. Use for Foundry import tasks that start from packaged LCA datasets or PDF/Excel/source files.
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zenithjuno Bundle Learner PlaytestUse to collect and analyze HUMAN feedback on an educational ("สื่อการเรียนรู้") browser game, to guide further development. Three modes: 'survey' produces a ready-to-paste Google Form question set (learner self-report + a short comprehension check) that the user pastes into Google Forms by hand — no API, no dependency; 'observe' produces a form for a teacher to fill in while watching one learner play; 'analyze' turns Google Form responses (exported to a Sheet/CSV) or session notes into a structured report with a verdict. The central question is whether THIS learner actually learned the target thing and where they got stuck — not just whether it was fun. The skill itself does not simulate a player and does not create the live Google Form; it writes question sets and analyses, and writes report files only on approval.
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nyuway-cybersecurity Skill Data Table FormatterFormat user-provided CSV snippets into readable Markdown tables.
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polypoint Skill Review SQL JpaReview a pull request for inefficient SQL and JPA/Hibernate usage — N+1 queries, missing pagination, over-fetching, bad transaction/fetch strategy, missing indexes. Stays in the data-access lane (general compute performance is a separate step). Produces a structured, non-interactive findings report for the orchestrator to triage.
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polypoint Skill Review PerformanceReview a pull request for compute, concurrency, I/O, and rendering performance problems across Java/Spring, Node.js/TypeScript, and Angular. Excludes data-access/SQL-JPA and memory leaks (separate steps). Produces a structured, non-interactive findings report for the orchestrator to triage.
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postman-devrel Skill Cfp TrackerManage the team's Call-for-Papers (CFP) submissions on the Confluence "Team CFP Tracker" page. Use whenever the user wants to add, update, delete, or archive a CFP, change a submission's status (planned / submitted / accepted / rejected / waitlisted / withdrawn), record a CFP response or event date, import CFPs discovered by cfp-hunter as "planned" to submit to, or asks "what CFPs are open", "which talks did we submit", "track these CFPs I want to submit to", "mark the AXA talk accepted", "archive last year's events". Confluence is the single source of truth — there is no spreadsheet.
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postman-devrel Bundle Meetup CalendarSummarize, sync, or update-stats the internal Postman meetup and user group calendar spreadsheet. Use to view upcoming events, link Luma URLs, or write back registration and attendance figures.
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shaharsha Bundle Office RenderUse when you need to SEE how a Microsoft Office file actually renders on macOS — preview/screenshot/convert a Word .docx, PowerPoint .pptx, or Excel .xlsx to PDF or page images, visually QA a generated Office document, check fonts/tables/slide layout, or read a doc's real appearance. Renders with the REAL Office apps (Word/PowerPoint/Excel), which is far more faithful than LibreOffice for fonts, complex tables, RTL/Hebrew, and slide layouts. macOS only.
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zhaji2333 Skill File Handling当目标存在文件上传(头像/附件/证件)、下载/导出、导入(Excel/CSV/XML)、预览(PDF/Office)、图片/音视频处理、压缩包解压打包、在线编辑器/终端等功能时调用。负责任意文件上传getshell、路径穿越、任意文件读取/删除、LFI/RFI、Zip Slip、CSV注入/公式注入、ImageMagick/FFmpeg攻击深度挖掘。
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zhaji2333 Skill Injection Vulns当发现参数拼接SQL、动态排序/筛选、JSON查询条件可控、模板渲染、命令执行点、搜索/统计/自动补全接口时调用,进行SQL/NoSQL/命令/SSTI/表达式注入的深度挖掘。命中场景:搜索框、排序参数、登录绕过、导出条件、文件名参数、模板/报表生成、爬虫URL参数。
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itspecialist111 Skill Office XLSX Toolkitoffice/xlsx-toolkit — skill payload
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iris-ymy Bundle SpreadsheetsCreate, edit, analyze, and verify standalone spreadsheet files or Google Sheets-ready workbooks, including .xlsx, .xls, .csv, and .tsv. Do not use for live controlling Microsoft Excel app or a live Excel session.
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iris-ymy Bundle Template CreatorCreate or update a reusable personal Codex artifact-template skill. Use when the user invokes $template-creator or asks in natural language to create a reusable template from a reference document, presentation, spreadsheet, ImageGen or Product Design image, email, or Slack message, or explicitly asks to edit or update a passed artifact-template skill. Do not use for one-off creation from an existing template.
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iris-ymy Bundle Excel Live ControlControl an open or active Microsoft Excel workbook through the ChatGPT add-in or connected session. Use when the user tags the Microsoft Excel app in Codex or follows up on an established live Excel task. Do not use for standalone spreadsheet files or Google Sheets.
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iris-ymy Bundle Artifact Review DirectorOrchestrate objective QA, user-facing preview review, revision loops, and final-delivery readiness for formal artifacts other than presentation-specific visual direction. Use with the relevant generator Skill when Codex creates or materially edits DOCX, PDF, XLSX, CSV, images, audio, video, websites, Markdown, JSON, XML, or delivery archives; when the user asks to review, preview, validate, QA, approve, or avoid repeated draft attachments; and before external delivery of consequential artifacts. Do not replace the generator Skill or the presentation-visual-director.
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revfactory Bundle Reactive Spreadsheet Design리액티브 스프레드시트 엔진 설계 가이드. 셀 수식 파싱, 의존성 그래프(DAG), 증분 재계산, 내장 함수 구현 시 사용한다.
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dawiddutoit Bundle XLSXComprehensive Excel spreadsheet creation, editing, and analysis using openpyxl and xlwings supporting formulas, formatting, data analysis, charts, and financial model color coding. Use when asked to "create a spreadsheet", "edit this Excel file", "analyze spreadsheet data", "preserve Excel formulas", "create financial model", or "recalculate formulas". Implements industry-standard color conventions (blue=inputs, black=formulas, green=internal links, red=external links, yellow=key assumptions) and zero formula error requirements. Works with .xlsx, .xlsm, .csv, .tsv files for professional spreadsheet workflows.
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wesley1600 Bundle Excel Pivot ChartsExcel Pivot Charts & Advanced Spreadsheet Skill
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wesley1600 Bundle Python SkillCSV Data Analysis Skill
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shaul1991 Skill Data EngineerData Engineer Agent. ETL 파이프라인, 데이터 웨어하우스, 데이터 레이크 구축을 담당합니다.
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enuno Skill Cloudflare Web AnalyticsCloudflare Web Analytics
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yongjianwan Skill People AnalyticsAnalyze workforce data — attrition, engagement, diversity, and productivity. Trigger with "attrition rate", "turnover analysis", "diversity metrics", "engagement data", "retention risk", or when the user wants to understand workforce trends from HR data.
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u9401066-copilot-capability-manager Skill Code Reviewer 3Automated code review for quality, security, and best practices. LOAD THIS SKILL WHEN: User asks to "review", "check", "audit" code | mentions "PR", "pull request" | discusses "code quality", "bugs", "security" | says "幫我看", "檢查", "審查" | before git commits. CAPABILITIES: naming conventions, DRY principle, complexity analysis, SQL injection, XSS, memory leaks, test coverage.
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alffei Bundle Iterating Wechat Tech PostsGenerates endings/CTAs, pre-publish editorial QA, sentence sharpening, and post-performance retrospectives for WeChat tech posts. Use when the user needs a strong ending, final edit pass, or analytics-driven iteration plan for tech/engineering WeChat公众号.
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zangxin75 Bundle Data ScientistStatistical modeling - A/B testing, causal inference, customer analytics (CLV, churn), time series forecasting. Use for business analytics or experiment design.
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ncreighton Skill Micro Cohort Segment Copywriter Ltv WeightedGenerate hyper-personalized email and landing page copy for customer cohorts using LTV-weighted segmentation, psychology-driven messaging, and A/B subject line recommendations. Use when the user needs email campaigns, landing pages, or sales copy tailored to acquisition source, engagement level, and customer lifetime value.
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shravan-amberkar Skill Postgres Schema ReviewerUse when reviewing PostgreSQL schema changes, migrations, or table designs before they ship. Checks TIMESTAMP vs TIMESTAMPTZ correctness, missing indexes on foreign keys and common query predicates, naming consistency (e.g. request_id vs correlation_id, singular vs plural), nullability and default hygiene, money stored as numeric not float, partitioning candidates for large append-only tables, and unsafe migration operations that take heavy locks (adding NOT NULL with a default on old PG, non-CONCURRENT index creation, rewriting column types). Trigger when the user shares a SQL migration, a CREATE TABLE / ALTER TABLE statement, an ORM model, or asks to review a database schema or migration.
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abramovmarketing88-byte Bundle Avito FactoryПолный пайплайн массовых объявлений для Авито: бриф или экспорт переписки → анализ ЦА → заголовки и спецофферы → креативы → объявления → аудит → спинтекст → CSV (Title, Description, Address). Пресет Татарстан: 200 объявлений (50 Казань, 20 Набережные Челны, 130 города РТ). Use when user says avito factory, /avito-factory, массовая генерация объявлений Авито, спинтекст, CSV для Авито, 200 объявлений Татарстан, export_c68bc70d, переписка Авито как бриф.
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shali10 Skill Cloudflare Fullstack OpsUse when deploying, configuring, or managing Cloudflare full-stack edge infrastructure including Pages, Workers, D1 SQL databases, R2 object storage, KV, and DNS routing.
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shali10 Skill Large File Data AnalysisUse when analyzing, transforming, or extracting insights from massive Excel spreadsheets (10k-100k+ rows) and large PDF/Word documents without causing context overflow.
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dstreefkerk Bundle Sentinel Arm GeneratorGenerates deployment-ready Microsoft Sentinel Analytic Rule ARM templates from KQL detection queries. Use when the user asks to create, export, or package a Sentinel analytics rule, convert a KQL query into an ARM template, or generate rule deployment files with MITRE ATT&CK mappings and entity extraction.
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 meetup-calendar, oma-db, why. 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.