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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woocommerce Skill Catalogue Merchandising Review 2Use when the merchant asks how to merchandise the catalogue, which products or categories deserve attention, which products are slow movers, how current stock or sale pricing affects product placement, or which product pages need practical improvements. Produces a merchant-friendly WooCommerce catalogue merchandising review using existing analytics and product tools, with aggregated data only, no customer PII, no forecasts, and no suggestions to build new tools.
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woocommerce Skill Weekly Store Review 3Use when the merchant asks for a weekly store review, asks "Give me my weekly store review", asks how the store did this week, or wants a last-7-days WooCommerce performance summary. Produces a merchant-friendly review using WooCommerce for Claude analytics tools, with revenue, orders, customers, products, attribution, refunds, and prioritised next actions.
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woocommerce Skill Inventory Risk Review 3Use when the merchant asks about stock risk, inventory risk, out-of-stock or low-stock products, products to restock or watch, slow-moving stocked products, or sale-priced products with stock issues. Produces a merchant-friendly WooCommerce inventory risk review using existing catalogue and analytics tools, with aggregated data only, no customer PII, no forecasts, and no suggestions to build new tools.
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woocommerce Skill Product Performance Review 3Use when the merchant asks which products are performing best, what changed in product mix, which products entered or dropped out of top sellers, which categories or SKUs are carrying sales, which products did not move, or which product refund signals deserve attention. Produces a merchant-friendly WooCommerce product trading review using existing analytics tools, with aggregated data only, no customer PII, no forecasts, and no suggestions to build new tools.
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woocommerce Skill Catalogue Merchandising Review 3Use when the merchant asks how to merchandise the catalogue, which products or categories deserve attention, which products are slow movers, how current stock or sale pricing affects product placement, or which product pages need practical improvements. Produces a merchant-friendly WooCommerce catalogue merchandising review using existing analytics and product tools, with aggregated data only, no customer PII, no forecasts, and no suggestions to build new tools.
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jsonlee12138 Skill Relational Database MCP CloudbaseThis is the required documentation for agents operating on the CloudBase Relational Database through MCP. It defines the canonical SQL management flow with `querySqlDatabase`, `manageSqlDatabase`, `queryPermissions`, and `managePermissions`, including MySQL provisioning, destroy flow, async status checks, safe query execution, schema initialization, and permission updates.
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openloaf Skill XLSX Skill 2Unified read / write / stats / recalc / chart capability for Excel / CSV (.xlsx / .xlsm / .csv / .tsv). Trigger scenarios: reading cells, summarizing, grouping, highest/lowest values, total revenue, editing cell values or formulas, inserting rows/columns, adding total rows, inserting charts (bar/line/pie), freezing panes, auto-filter, conditional formatting, CSV ↔ XLSX conversion, building rosters / sales sheets / financial models, diagnosing #REF! / #DIV/0! formula errors, triggering recalculation. Typical phrasings: "who has the highest sales in this sheet", "total Q1 revenue", "change B2 to 500", "add a total row", "create a new roster", "convert csv to xlsx", "freeze the first row", "highlight negatives in column A red". Load this skill whenever the user mentions an .xlsx / .csv file or the final deliverable is a spreadsheet.
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midudev Bundle Drizzle OrmType-safe SQL ORM for TypeScript with zero runtime overhead
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leonardodalinky Bundle SeabornStatistical visualization with pandas integration. Use for quick exploration of distributions, relationships, and categorical comparisons. Best for box plots, violin plots, pair plots, heatmaps. Built on matplotlib.
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yipng05-max Bundle Paper Analyzer学术论文结构化阅读、拆解与分析工具。基于12个阅读要素(研究背景、研究问题、研究结论、文献综合、文献批评、研究方法、理论视角与理论框架、一致性发现、不一致性发现、研究贡献、研究不足、未来研究展望)对论文进行深度拆解,结果保存为Excel文件。当用户提到需要针对论文/文献/paper进行拆解、解析、分析、阅读、梳理,并上传或告知一篇或多篇论文的本地文件路径(PDF、Word等)时触发此skill。
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nordz0r Bundle Agency Database OptimizerDatabase design, migration safety, indexing, EXPLAIN analysis, query tuning, connection management, and production-safe PostgreSQL or MySQL changes. Use whenever the user mentions Postgres, PostgreSQL, MySQL, MariaDB, slow queries, schema design, migrations, locking risk, indexing, SQL plans, or wants to move an app between database engines safely.
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insight68 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: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas
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jorgerosal Bundle Wp Security Review 2WordPress security code review and vulnerability detection. Use when reviewing WordPress PHP code for security issues, auditing themes/plugins for vulnerabilities, checking code before launch, analyzing AJAX/REST handlers for exploits, detecting XSS, SQL injection, CSRF, or authorization bypass, or when user mentions "security review", "vulnerability", "XSS", "SQL injection", "CSRF", "nonce", "sanitization", "escaping", "capability check", "privilege escalation", "file upload security", "insecure code", "auth bypass", or "security audit". Detects vulnerabilities in input handling, output escaping, authorization, nonces, database queries, file uploads, and dangerous functions.
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agentflocks Bundle Performing User Behavior AnalyticsPerforms User and Entity Behavior Analytics (UEBA) to detect anomalous user activities including impossible travel, unusual access patterns, privilege abuse, and insider threats using SIEM-based behavioral baselines and statistical analysis. Use when SOC teams need to identify compromised accounts or insider threats through deviation from established behavioral norms.
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rohitg00 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: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas
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asdfgh1445 Bundle Ctf Web用于 XSS、SQL 注入、SSTI、SSRF、XXE、JWT、鉴权绕过、文件上传、请求走私、OAuth/OIDC、SAML 与原型污染等 Web 类 CTF 题;触发名:ctf-web
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lanej Skill XLSX 2Use xlsx binary for Excel file manipulation including viewing, SQL-like filtering, cell editing, conversion to/from CSV, and data analysis operations.
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jiaxi2 Bundle Anthropic XLSXAnthropic/Claude XLSX reference skill for spreadsheet file work. Use this only when the user explicitly asks for the Anthropic XLSX skill, Claude spreadsheet workflow, or source-available anthropics/skills behavior; otherwise prefer Codex's Spreadsheets skill for .xlsx, .xls, .csv, .tsv, and Google Sheets-targeted deliverables.
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snaplogic Skill Upload File 2Creates Robot Framework test cases for uploading files to SnapLogic SLDB. Use when the user wants to upload files (JSON, CSV, expression libraries, pipelines, JAR files, etc.), needs to know which destination path to use, or wants to see file upload test case examples.
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snaplogic Skill Setup Database 2Guides setting up database containers for testing in the SnapLogic project. Use when the user wants to start/stop databases (Oracle, PostgreSQL, MySQL, SQL Server, DB2, Teradata, Snowflake), load test data, or troubleshoot database connections.
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snaplogic Skill Export Data To CSV 2Creates Robot Framework test cases for exporting database table data to CSV files. Use when the user wants to export Oracle, Snowflake, PostgreSQL, or other database data to CSV for verification or comparison purposes.
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maojiebc Bundle Majia Siyu 2私域专家团 · 马甲实战版(majia-siyu)。处理朋友圈、群发、欢迎语、企微引流、私域诊断、整盘搭建、厂商选型/竞品/报价/市场地图、客户档案与任务后导航。涉及厂商、产品、价格、功能、案例、政策、平台规则或公司存续时,必须实时联网核验并附证据;不能联网时不得输出具体动态事实。 边界:若核心交付物是会员指标口径、RFM、复购/留存公式、SQL/DDL、数仓、字段词典、数据质量或会员看板,不要触发本 Skill,改用 majia-huiyuan;召回/提频/防流失的数据依据也在那边。模糊的私域经营问题先由本入口诊断;只有出现“怎么算、口径、SQL、表、看板、数据核验”等明确数据信号才转 majia-huiyuan。
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zh30 Bundle Z Landing Smoke 6Use before building when an independent developer needs a landing-page, waitlist, or pre-order demand smoke test. Produces concise copy, one CTA, a low-cost traffic plan, and explicit conversion, contact-intent, continue, and kill thresholds; includes 落地页 and 等待列表 requests.
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zh30 Bundle Z Landing Smoke 10Use before building when an independent developer needs a landing-page, waitlist, or pre-order demand smoke test. Produces concise copy, one CTA, a low-cost traffic plan, and explicit conversion, contact-intent, continue, and kill thresholds; includes 落地页 and 等待列表 requests.
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signalpilot-labs Skill Duckdb SQL 2Load when hitting DuckDB syntax errors or writing DuckDB-specific SQL. Covers gotchas that differ from PostgreSQL/MySQL.
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signalpilot-labs Skill Sqlite SQL 2SQLite-specific SQL patterns: substr/instr for string ops, || for concatenation, LIKE (no ILIKE), date()/strftime() for dates, CAST for type coercion, no FULL OUTER JOIN, GROUP_CONCAT, typeof(), COALESCE/IFNULL, printf() formatting.
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signalpilot-labs Skill Bigquery SQL 2BigQuery-specific SQL patterns: UNNEST for array expansion, STRUCT, ARRAY_AGG, DATE_DIFF/DATE_ADD, backtick-quoted table references, EXCEPT/REPLACE in SELECT, approximate aggregation, partitioned and wildcard tables.
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signalpilot-labs Skill SQL Workflow 2Use this skill before writing any SQL query. Covers: output shape inference (cardinality clues from the question), efficient schema exploration, iterative CTE-based query building, structured verification loop (row count, NULL audit, fan-out check, sample inspection), error recovery protocol, saving output to result.sql and result.csv, turn budget management, and common query traps.
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signalpilot-labs Skill Snowflake SQL 2Snowflake-specific SQL patterns: QUALIFY for window filtering, LATERAL FLATTEN for arrays, semi-structured VARIANT data, ILIKE for case-insensitive matching, date functions, and time travel.
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baixuanzhu Bundle Mybatis Plus Dev 2MyBatis-Plus(baomidou)Java ORM 增强框架开发助手。 在 Java / Spring Boot 项目中开发任何数据库增删改查(CRUD)、分页查询、条件查询、 Mapper / DAO / Service 层、实体类与表映射、逻辑删除、批量插入、乐观锁、自动填充、 事务管理、SQL / XML Mapper 相关功能时使用本技能——无论用户是否提到 MyBatis-Plus (CRUD / pagination / ORM / DAO / database query / entity mapping / transaction)。 项目依赖已含 mybatis-plus(mybatis-plus-boot-starter 及 mybatis-plus-spring-boot*-starter 系列,覆盖 SpringBoot 2/3/4)或代码出现 BaseMapper / IService / ServiceImpl / LambdaQueryWrapper / LambdaUpdateWrapper / @TableId / @TableField / @TableLogic / saveBatch / selectPage 时必须使用本技能;纯 MyBatis、无 ORM 或 ORM 未知项目,先主动询问用户是否引入 MyBatis-Plus 再开发。 不适用于:已使用 JPA / Hibernate 的项目(不建议迁移)、数据库表结构设计/DDL、纯 SQL 性能调优 (连接池/索引/慢查询属 DBA 层)。
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tenstorrent Skill Perf Report 2Generate, refresh, and validate an LLK performance report by running a perf sweep end to end and checking the resulting perf_data CSV. Use when asked to produce or refresh a perf report for an op, run a perf sweep, or when a report is missing, partial, stale, or implausible.
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poteto 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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tencentcloudbase Bundle Cloudbase Document Database Web Sdk 2Use CloudBase document database Web SDK to query, create, update, and delete data. Supports complex queries, pagination, aggregation, realtime, and geolocation queries.
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sky-map-team Skill Skymap Add Object 2Add a new deep-sky object or virtual object to Sky Map v2's catalog from a Wikipedia URL or user-supplied data, or add a new searchable alias/name to an existing object. Handles source-data CSV/JSON files (no protobuf/XML — v2 uses a Room-backed catalog generated from source-data/). Trigger on "add object to v2", "add nebula/galaxy/cluster to v2", "add <object name> to stardroid-v2", "add <name> as an alias for <object>", etc. ARGUMENTS — "[wikipedia_url_or_object_name]"
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mysticaltech Bundle Ab Test SetupWhen the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," or "hypothesis." For tracking implementation, see analytics-tracking.
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goshippo Bundle Batch Shipping 2Process bulk shipments from CSV files, create and purchase batch labels, and generate end-of-day manifests via the Shippo API
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 anthropic-xlsx, setup-database, xlsx-skill. 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.