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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thedixitjain Skill Ab Test Analyzer'Analyze ab test analyzer operations. Auto-activating skill for Data Analytics. Triggers on: ab test analyzer, ab test analyzer Part of the Data Analytics skill category. Use when writing or running tests. Trigger with phrases like "ab test analyzer", "ab analyzer", "analyze ab test r". '
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jeremylongshore Bundle Flux QueryOptimize slow database queries — analyze execution plans, add indexes, rewrite queries. Use when asked about "slow query", "optimize SQL", "query performance", or "explain this query".
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jeremylongshore Bundle Lens Chart| Use when asked to select chart types for analytics dashboards, choose BI visualizations, or design data displays. Examples: "best chart for sales data", "dashboard visualization for metrics", "analytics chart selection"
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jeremylongshore Bundle Lens ReconAnalytics reconnaissance for takeover — find all analytics tools, inventory what's tracked and dashboarded, assess data freshness and metric definitions, and present a coverage map. Use when asked "what analytics exist", "BI assessment", or "what do we track".
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hashgraph-online Skill Add Data SourceGuide the user to add a data source, connection, or API connector to a Canvas App via Power Apps Studio, then verify and continue. USE WHEN the user asks to add a data source, add a connection, add an API, add a connector, connect to SharePoint / Dataverse / SQL / Excel / OneDrive / Teams / Office 365, or any similar request to make new data available to the app. DO NOT USE WHEN the user is asking to list or describe existing data sources — call list_data_sources or list_apis directly instead.
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thedixitjain Skill API IntegrationDesigns event-driven architectures, webhook systems, API chaining flows, ETL pipelines, and integration patterns between services. Use whenever the user asks about webhooks, event streaming, API composition, connecting two or more APIs, building pipelines, Pub/Sub, Kafka topics, ETL...
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thedixitjain Bundle Bigquery Basics>- Manages datasets, tables, and jobs in BigQuery. Use when you need to interact with BigQuery, run SQL queries, manage BigQuery resources (datasets, tables, views), or perform basic data ingestion and analysis.
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jeremylongshore Skill Data ProcessingUse when working with structured data files (CSV, JSON, YAML, TOML, Parquet) — querying, transforming, filtering, aggregating, or converting between formats
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data-goblin Bundle Executing SparkExecute arbitrary Python or PySpark code on Fabric Spark compute without creating a notebook artifact; ephemeral Livy sessions with full Delta table access. Automatically invoke when the user asks to "run PySpark in Fabric", "create a Livy session", "execute Python on Fabric compute", "run Spark without a notebook", "submit code to Fabric", "ephemeral Spark execution", "run ETL in Fabric".
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thedixitjain Skill SQL Code ReviewUniversal SQL code review assistant that performs comprehensive security, maintainability, and code quality analysis across all SQL databases (MySQL, PostgreSQL, SQL Server, Oracle). Focuses on SQL injection prevention, access control, code standards, and anti-pattern detection. Complements SQL optimization prompt for complete development coverage.
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sickn33 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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thedixitjain Bundle Minimax XLSXOpen, create, read, analyze, edit, or validate Excel/spreadsheet files (.xlsx, .xlsm, .csv, .tsv). Use when the user asks to create, build, modify, analyze, read, validate, or format any Excel spreadsheet, financial model, pivot table, or tabular data file. Covers: creating new xlsx from scratch, reading and analyzing existing files, editing existing xlsx with zero format loss, formula recalculation and validation, and applying professional financial formatting standards. Triggers on 'spreadsheet', 'Excel', '.xlsx', '.csv', 'pivot table', 'financial model', 'formula', or any request to produce tabular data in Excel format.
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thedixitjain Skill Metrics DashboardDefine and design a product metrics dashboard with key metrics, data sources, visualization types, and alert thresholds. Use when creating a metrics dashboard, defining KPIs, setting up product analytics, or building a data monitoring plan.
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thedixitjain Bundle Product AnalyticsUse when defining product KPIs, building metric dashboards, running cohort or retention analysis, or interpreting feature adoption trends across product stages.
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hashgraph-online Skill Datacontract TestRun the Data Contract CLI (`datacontract test`) against ODCS contracts in the project to verify the live data still conforms — schema, quality rules, and freshness. Handles two kinds of contracts with different semantics: output-port contracts under `models/output_ports/**/*.odcs.yaml` (tested against this project's warehouse — "am I still producing what I promised?") and input-port contracts under `models/input_ports/*.odcs.yaml` (tested against the upstream warehouse — "is upstream still producing what I trusted?"). Trigger when the user asks to "test the data contracts", "verify the data product matches its contract", "are we still contract-conformant", "check upstream drift", or "run the contract tests".
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thedixitjain Bundle Lead MagnetsWhen the user wants to create, plan, or optimize a lead magnet for email capture or lead generation. Also use when the user mentions "lead magnet," "gated content," "content upgrade," "downloadable," "ebook," "cheat sheet," "checklist," "template download," "opt-in," "freebie," "PDF download," "resource library," "content offer," "email capture content," "Notion template," "spreadsheet template," or "what should I give away for emails." Use this for planning what to create and how to distribute it. For interactive tools as lead magnets, see free-tools. For writing the actual content, see copywriting. For the email sequence after capture, see emails.
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hashgraph-online Bundle Lark Sheets飞书电子表格:创建和操作电子表格。支持创建表格、管理工作表与行列结构(增删/合并/调整尺寸/隐藏/冻结)、读写单元格(值/公式/样式/批注/单元格图片)、查找替换、多操作原子批量更新,以及图表、透视表、条件格式、筛选器、迷你图、浮动图片等对象的创建与维护。当用户需要创建电子表格、管理工作表、批量读写或编辑数据、统计汇总与可视化、表格美化、公式计算(含 Excel 公式迁移)、金融/财务建模(DCF、三张表、预算、Sensitivity 等)等任务时使用。若用户是想按名称或关键词搜索云空间(云盘/云存储)里的表格文件,请改用 lark-drive 的 drive +search 先定位资源。当用户给出 doubao.com 的 /sheets/ URL/token 时,也应直接使用本 skill,不要因为域名不是飞书而回退到 WebFetch;路由依据是 URL 路径模式和 token,而不是域名。
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jeremylongshore Bundle Lumen ReconAnalytics reconnaissance — scan existing event tracking, metric definitions, dashboards, and analytics configuration to understand what is currently being measured. Use when asked to "what are we tracking", "audit our analytics", "what metrics exist", "analytics inventory", or before designing new metrics or instrumentation.
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thedixitjain Skill Anomaly Detector'Detect anomaly detector operations. Auto-activating skill for Data Analytics. Triggers on: anomaly detector, anomaly detector Part of the Data Analytics skill category. Use when working with anomaly detector functionality. Trigger with phrases like "anomaly detector", "anomaly detector", "anomaly". '
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rohitg00 Skill Data EngineeringData engineering patterns for ETL pipelines, data warehousing, Apache Spark, and data quality validation
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thedixitjain 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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thedixitjain Skill SQL OptimizationUniversal SQL performance optimization assistant for comprehensive query tuning, indexing strategies, and database performance analysis across all SQL databases (MySQL, PostgreSQL, SQL Server, Oracle). Provides execution plan analysis, pagination optimization, batch operations, and performance monitoring guidance.
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nousresearch Bundle Excel AuthorBuild auditable financial workbooks headless via openpyxl.
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nousresearch Skill Merger ModelBuild M&A accretion/dilution workbooks in Excel.
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thedixitjain Skill Dummy DatasetGenerate realistic dummy datasets for testing with customizable columns, constraints, and output formats (CSV, JSON, SQL, Python script). Use when creating test data, building mock datasets, or generating sample data for development and demos.
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thedixitjain Skill Devpsych WorkflowUse when starting or navigating any Developmental Psychology (APA) manuscript and you are unsure which sub-skill applies. Use when choosing a manuscript length tier or returning with a decision letter. Routes by lifecycle stage and by the developmental design (cross-sectional, longitudinal/cohort, micro-genetic, experiment with minors); it dispatches, it does not draft content.
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jeremylongshore Bundle Dolt MCP Vcs| Universal Dolt version-control workflow. Step 0 auto-detects what kind of Dolt stack is present — every make and model (classic Dolt repo, live dolt sql-server on its ACTUAL bound port, bd embedded store, Doltgres, DoltLite single-file DB, DumboDB) — and emits a ready-to-use connection descriptor, then routes to work: DoltHub visibility diagnosis (no remote configured), the bd dolt remote add plus push fix, the JSONL throttle and rapid-write-race safe pattern, and expert agents for sync, epic-closure audits, dependency mapping, and recovery. Use when working with any Dolt database, detecting a Dolt flavor, connecting to a Dolt store, when beads are not showing in DoltHub, taming dolt server sprawl, auditing bead epics, or recovering from a bd or Dolt incident. Trigger with "/dolt-mcp-vcs", "/beads-dolt" (the former name, still accepted), "what kind of dolt is this", "my beads...
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sickn33 Skill WarehousePlan and review read-only data warehouse analysis with explicit scope, privacy, provenance, and validation checks.
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donchitos Skill Team Live OpsOrchestrate the live-ops team for post-launch content planning: coordinates live-ops-designer, economy-designer, analytics-engineer, community-manager, writer, and narrative-director to design and plan a season, event, or live content update.
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jeremylongshore Bundle Echo SegmentUser segmentation and persona creation from mixed data sources — analytics, CRM, support tickets, reviews, or any combination. Use when asked to "build personas", "who are our users", "segment our users", "create user profiles", "define user archetypes", or "who is the target user".
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thedixitjain Skill Cte Query Builder'Build cte query builder operations. Auto-activating skill for Data Analytics. Triggers on: cte query builder, cte query builder Part of the Data Analytics skill category. Use when working with cte query builder functionality. Trigger with phrases like "cte query builder", "cte builder", "cte". '
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thedixitjain Bundle Database DesignerUse when the user asks to design database schemas, plan data migrations, optimize queries, choose between SQL and NoSQL, or model data relationships.
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thedixitjain Skill Metric Calculator'Configure and manage - Calculate metric calculator operations. Auto-activating skill for Data Analytics. Triggers on: metric calculator, metric calculator Part of the Data Analytics skill category. Use when working with metric calculator functionality. Trigger with phrases like "metric calculator", "metric calculator", "metric". '
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jeremylongshore Skill CSV Processor'Process csv processor operations. Auto-activating skill for Business Automation. Triggers on: csv processor, csv processor Part of the Business Automation skill category. Use when working with csv processor functionality. Trigger with phrases like "csv processor", "csv processor", "csv". '
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thedixitjain Bundle Bigquery AI Ml>- Leverages BigQuery's built-in machine learning and GenAI capabilities for advanced data analytics. Use when you need to write SQL queries that perform time-series forecasting, detect outliers, find key drivers, or leverage generative AI capabilities in BigQuery.
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thedixitjain Skill Data ScientistExpert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business intelligence.
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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 add-data-source, ab-test-analyzer, flux-query. 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.