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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diaszano Skill SQL ProUse this skill when you need to optimize complex SQL queries, design efficient database schemas, or solve performance issues across PostgreSQL, MySQL, SQL Server, and Oracle requiring advanced query optimization, index strategies, or data warehouse patterns.
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diaszano Skill UX ResearcherUse this skill when you need to conduct user research, analyze user behavior, or generate actionable insights to validate design decisions and uncover user needs. Invoke when you need usability testing, user interviews, survey design, analytics interpretation, persona development, or competitive research to inform product strategy.
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diaszano Skill Quant AnalystUse this skill when you need to develop quantitative trading strategies, build financial models with rigorous mathematical foundations, or conduct advanced risk analytics for derivatives and portfolios. Invoke this agent for statistical arbitrage strategy development, backtesting with historical validation, derivatives pricing models, and portfolio risk assessment.
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diaszano Skill Cohort AnalysisUse when the user wants to analyze retention, cohort behavior, engagement trends, or understand how different user groups perform over time. Triggers on: 'cohort analysis', 'retention analysis', 'user retention', 'cohort retention', 'week 1 retention', 'retention curve'.
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dvcrn Bundle AtbAccomplish and excel in any task
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eskcti Bundle Config Sqlx RsConfigurar sqlx, migrations e pool Postgres em projetos Rust. Usar quando o pedido envolver schema SQL, migrate ou DATABASE_URL no workspace Cargo.
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eskcti Bundle Backend Prisma DataCriar, revisar ou orientar a camada Prisma do backend no padrão Genérico. Usar quando o pedido envolver schema Prisma (`schema.prisma`, `models/*.model.prisma`), migrações SQL, geração de client, seeds (`prisma/seed/*`) e adapters `*.prisma.ts` que mapeiam banco para domínio/DTO.
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roche-k Bundle Va SQL ProUse when you need to optimize complex SQL queries, design efficient database schemas, or solve performance issues across PostgreSQL, MySQL, SQL Server, and Oracle requiring advanced query optimization, index strategies, or data warehouse patterns.
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roche-k Bundle Va Quant AnalystUse when you need to develop quantitative trading strategies, build financial models with rigorous mathematical foundations, or conduct advanced risk analytics for derivatives and portfolios. Use this skill for statistical arbitrage strategy development, backtesting with historical validation, derivatives pricing models, and portfolio risk assessment.
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roche-k Bundle Va UX ResearcherUse when you need to conduct user research, analyze user behavior, or generate actionable insights to validate design decisions and uncover user needs. Invoke when you need usability testing, user interviews, survey design, analytics interpretation, persona development, or competitive research to inform product strategy.
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roche-k Bundle Va Cohort AnalysisUse when the user wants to analyze retention, cohort behavior, engagement trends, or understand how different user groups perform over time.
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dvcrn Skill Doc ConverterConverts document files (.pdf, .docx, .xlsx, .pptx) to Markdown using the `markitdown` command.
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opencue Skill Ctx InsightOpen the context-mode Insight analytics dashboard in the browser. Shows personal metrics: session activity, tool usage, error rate, parallel work patterns, project focus, and actionable insights. First run installs dependencies (~30s). Subsequent runs open instantly. Trigger: /context-mode:ctx-insight
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opencue Skill Ctx Insight 2Open the context-mode Insight analytics dashboard in the browser. Shows personal metrics: session activity, tool usage, error rate, parallel work patterns, project focus, and actionable insights. First run installs dependencies (~30s). Subsequent runs open instantly. Trigger: /context-mode:ctx-insight
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gabrielmoreira Skill Review SQLSQLクエリの正確性と安全性をレビューする
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gabrielmoreira Skill Data Engineering数据工程。Airflow、Dagster、Kafka Streams、Flink、dbt、数据管道、流处理、数据质量。当用户提到数据管道、ETL、流处理、数据质量时路由到此。
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modbender Bundle Granola 2Access Granola AI meeting notes - CSV import, shared note fetching, and MCP-ready for upcoming API support.
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modbender Bundle Twitter 2X/Twitter messaging management via API. Read tweets, post tweets, reply, send DMs, search, and view analytics. Use when the user wants to interact with X/Twitter: (1) posting or scheduling tweets, (2) reading timeline/mentions/DMs, (3) replying to tweets, (4) searching tweets/users/hashtags, (5) checking engagement analytics. Requires Twitter API credentials (API key, API secret, access token, access secret) or Bearer token.
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modbender Bundle Lead Scorer 2Score leads 0-100 by analyzing a domain's website, DNS, sitemap, and social presence. Uses customizable JSON scoring profiles so users can define what signals matter for their brand. Use when qualifying leads, prioritizing outreach lists, or evaluating potential partners. Supports single domains, multiple domains, and CSV batch mode.
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modbender Bundle Database QueryQuery database safely with parameterized statements
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modbender Bundle Cloudflare 3Manage Cloudflare domains, DNS records, SSL settings, zone configuration, firewall rules, tunnels, and analytics via the Cloudflare API. Use when the user asks to set up a domain, add/edit/delete DNS records, configure SSL, check zone settings, manage Cloudflare Tunnels, view analytics, or any Cloudflare account management task.
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ncdevshiv Bundle SQL Optimization PatternsMaster SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database...
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ncdevshiv Skill Sqlmap Database PentestingThis skill should be used when the user asks to "automate SQL injection testing," "enumerate database structure," "extract database credentials using sqlmap," "dump tables and columns...
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ncdevshiv Bundle Dbt Transformation PatternsMaster dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data transformations, creating data models, or ...
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ncdevshiv Skill Google Analytics AutomationAutomate Google Analytics tasks via Rube MCP (Composio): run reports, list accounts/properties, funnels, pivots, key events. Always search tools first for current schemas.
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drnabeelkhan Skill Analytics ReporterAnalytics Reporter
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ahang1598 Bundle Lark Drive 3飞书云空间(云盘/云存储):管理 Drive 文件和文件夹,包含上传/下载、创建文件夹、复制/移动/删除、查看元数据、查询权限设置、评论/权限/订阅、标题、版本、飞书文档密级标签(secure labels)和本地文件导入,也可通过 `drive +fetch` 把 Drive 文件读取为 Markdown(含知识库里映射为 wiki URL 的 Drive 文件)。用户需要整理云盘目录、处理云空间资源 URL/token、判断链接类型/真实 token/标题、读取/总结 Drive 文件的内容、或导入 Word/Markdown/Excel/CSV/PPTX/.base 为 docx/sheet/bitable/slides 时使用;doubao.com 云空间 URL/token 也按资源路径和 token 路由,不回退 WebFetch。不负责:文档内容编辑(走 lark-doc)、表格/Base 表内数据操作(走 sheet/lark-base)、知识空间节点/成员管理(走 lark-wiki)、原生 Markdown 文件读写/patch/diff(走 lark-markdown)。
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ahang1598 Bundle Lark Sheets 3表格全场景(本地 Excel/CSV 与飞书/doubao 在线表格):创建、读写、分析、计算、建模、语义处理、可视化与美化。若用户上传附件、提供表格链接/token,或要求任何表格操作,必须加载。
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ahang1598 Skill Tencent Docs Sheetagent处理 Excel/xlsx/xls/csv 表格文件的读写、查询、数据分析、公式构造、 图表生成、透视表、行列增删、合并/排序/筛选、格式设置、清洗整理等一切表格操作。 当用户上传、引用或需要创建/编辑/分析任何 .xlsx/.xls/.csv 表格文件时使用。 提供比 openpyxl 更强大的表格处理能力,支持复杂数据分析和可视化。
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intense-visions Bundle Harness SQL ReviewHarness SQL Review
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modbender Skill SQL DatabaseSQL Database Mastery
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ncdevshiv Bundle Database Migrations SQL MigrationsSQL database migrations with zero-downtime strategies for PostgreSQL, MySQL, and SQL Server. Focus on data integrity and rollback plans.
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bytesagain Bundle DuckdbDuckDB in-process analytical SQL database reference. Query CSV, Parquet, JSON files directly without import. Covers window functions, QUALIFY, ASOF joins, pivoting, Pandas/Polars zero-copy integration, Apache Arrow, S3 access, and extensions.
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bytesagain Bundle PolarsPolars lightning-fast DataFrame library reference. Rust-powered, 10-100x faster than Pandas. Covers expressions, lazy evaluation with query optimization, window functions, string/date operations, group-by, joins, SQL interface, and streaming for large data.
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bytesagain Bundle RadiusRADIUS network authentication protocol reference. AAA for Wi-Fi 802.1X, VPN, switches. Covers FreeRADIUS config, client setup, EAP/PEAP for enterprise Wi-Fi, LDAP/SQL/Active Directory backends, VLAN assignment, radtest testing, and accounting.
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bytesagain Bundle DbeaverDBeaver universal database management tool reference. Covers connections with SSH tunneling, SQL editor shortcuts and templates, execution plans, ER diagrams, data transfer (import/export), query history, and schema comparison.
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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 va-quant-analyst, sql-pro, ux-researcher. 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.