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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tools-only Bundle 562 SQL Query Builder 967bfab4Generate optimized SQL queries from natural language descriptions
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tools-only Bundle 2725 CSV Pandas Chat Server 454d219fCSV Pandas Chat Server
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tools-only Bundle 2624 Patient Cohort Analysis 1b4962c1Patient Cohort Analysis Guide
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tools-only Bundle 970 CSV Column Consistency Fix 1a40ec48CSV Column Consistency Fix
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tools-only Bundle 2668 Production Summary Dfabec78Excel Analyst Pro - Production Plugin Summary
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tools-only Bundle 220 XLSX Skill Analysis 99a207daXLSX Skill: Shell and IPython Integration Analysis
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tools-only Bundle 1169 Skill Analytics Checklist B7076596Dex Skill Development - Analytics Checklist
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tools-only Bundle 915 Tabular Data CSV Storage Fix 6a923a09Tabular Data CSV Storage Optimization Fix
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tools-only Bundle 2184 Custom Analytics Implementation 49c3c136Custom Analytics Implementation
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tools-only Bundle 2626 2026 02 23 Agentsview Session Analytics D98c3a59Resource Evaluation: AgentsView — Local Session Analytics for Claude Code
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tools-only Bundle 2290 Sqlserver Stored Procedure Best Practices Abe2c5b7SQL Server Stored Procedure Best Practices
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tools-only Bundle 408 Reference Set 03 SQL Injection Prevention 80e8fc20<!-- Threat Modeling Skill | Version 3.0.3 (20260209a) | https://github.com/fr33d3m0n/threat-modeling | License: BSD-3-Clause -->
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tools-only Bundle 408 Reference Set 03 SQL Injection Prevention C4ebb4b2<!-- Threat Modeling Skill | Version 3.0.2 (20260204a) | https://github.com/fr33d3m0n/threat-modeling | License: BSD-3-Clause -->
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tools-only Bundle 284 SQL Plugins Configuration Guide 530099b3SQL Plugins Configuration Guide
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tools-only Bundle 852 Reference Set 03 SQL Injection Prevention 8c8ad5d9<!-- Threat Modeling Skill | Version 3.0.0 (20260201a) | https://github.com/fr33d3m0n/threat-modeling | License: BSD-3-Clause -->
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redpanda-data Bundle Connect Cdc Sqlserver 2Streams change data capture from Microsoft SQL Server into Redpanda or Kafka using Redpanda Connect's microsoft_sql_server_cdc input, which reads native CDC change tables in LSN order. Use when enabling SQL Server CDC capture instances, configuring microsoft_sql_server_cdc, setting up an initial snapshot alongside live streaming, tuning LSN checkpoint storage, or troubleshooting LSN gaps and missing Agent jobs. Also covers Redpanda Enterprise destination features such as Iceberg Topics, Tiered Storage, and server-side Schema ID Validation, since microsoft_sql_server_cdc itself requires a Redpanda Enterprise license.
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ltplus-ag Bundle Use IfcliteWork with IFC / BIM files (.ifc, .ifcx, IFC2X3 / IFC4 / IFC4X3 / IFC5) from the terminal using the ifc-lite CLI — inspect, query, validate (IDS), export (CSV/JSON/IFC/glTF/Parquet), create elements, merge, convert schema versions, diff, clash-check, run BCF collaboration, and script the SDK. Use whenever a task involves reading, analysing, generating, or editing IFC building models, or when the user mentions IFC, BIM, BCF, IDS, or buildingSMART. Also covers running ifc-lite as an MCP server for tool-calling agents.
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redpanda-data Bundle SQL 2Redpanda SQL (Oxla), the distributed PostgreSQL-wire-compatible columnar analytical database, for writing and running SQL queries. Use when connecting via psql or a PostgreSQL driver, creating tables and schemas, loading data with COPY (CSV/Parquet/ORC, S3), running analytical queries with joins, aggregate and window functions, CTEs, or set operations, creating views, explaining a query plan with EXPLAIN, or working with Oxla's data types and role-based grants. Also covers Oxla's external-source integration for querying Redpanda/Kafka topics and Apache Iceberg tables directly with SQL, including CREATE REDPANDA/KAFKA CATALOG, CREATE ICEBERG CATALOG, CREATE STORAGE, and mapping PostgreSQL SQL features to what Oxla supports.
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redpanda-data Bundle SQL Debugging 2Diagnose and observe an Oxla distributed analytical database using system catalog tables (system_nodes/system_queries/system_transactions/system_storage/system_execs), Prometheus metrics, runtime log-level changes, and troubleshooting workflows for slow queries, node health, and memory/OOM pressure. Also covers debugging Oxla's external data sources — the Redpanda/Kafka ingestion path and the Apache Iceberg catalog Oxla reads — including correlating stale-data or missing-row symptoms with the upstream Redpanda Iceberg Topics integration. Use when troubleshooting Oxla query performance or node health, auditing storage connections and active transactions, or diagnosing Kafka/Redpanda ingestion stalls and stale or missing rows in Iceberg tables.
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arvo-ai Skill SplunkSplunk log analytics integration for searching logs, discovering indexes, and querying sourcetypes via SPL during RCA investigations
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arvo-ai Skill CloudflareCloudflare integration for DNS, CDN, WAF, edge diagnostics, and remediation with zone management, analytics, security events, and cache control
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theexperiencecompany Bundle Create SpreadsheetGenerate an Excel (.xlsx) workbook or a CSV file — tables, financial models, data exports, formatted reports with charts. Use when the user wants a spreadsheet or CSV. Built with openpyxl + pandas (Python).
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theexperiencecompany Skill Posthog Find MetricsFind, query, and analyze PostHog metrics — trends, funnels, retention, feature flags, experiments, errors, and custom HogQL/SQL queries. Uses parallel subagents for multi-metric investigations.
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vannifr Bundle Production Cwv ReviewCompares real-user field performance data (Chrome UX Report / CrUX, GA4 Web Vitals, Cloudflare Web Analytics, or any RUM tool already in place) against lab data (Lighthouse) to find where they diverge — a page can score well in Lighthouse and still be slow for real users. Works on any public website with enough traffic for CrUX (free, no setup required), or any site with its own RUM/analytics tool already wired in. Trigger on "check real Core Web Vitals", "how is this actually performing for users", "field vs lab performance", or as a sanity check after a Lighthouse-only performance pass. NOT a replacement for the Lighthouse/lab baseline (e.g. nfr-gap-audit's Phase 2) — this is a follow-up cross-check against it. NOT for setting up RUM/analytics from scratch — that's implementation work; flag the absence as a finding and hand it off. NOT for synthetic load/stress testing (use load-test-bootstrap).
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vannifr Bundle Third Party Script AuditInventories every third-party script and resource a website loads (analytics, fonts, chat widgets, ads, embeds) and checks what each one can access, whether Subresource Integrity (SRI) is present and correct, and whether the site's CSP allowlist actually matches what's really loaded — no more, no less. Works on any website. Trigger on "audit third-party scripts", "what data are we leaking to vendors", "check SRI", "review our CSP allowlist", or before/after adding a new embedded widget or script. NOT a full penetration test or server-side dependency-vulnerability scan (use npm audit/pip-audit/a security-baseline skill for that — this is about what loads IN THE BROWSER from external origins, not server-side packages). NOT a standalone GDPR/consent-banner completeness check (pair with gdpr-test-patterns for the legal-basis/consent angle — this skill supplies the factual inventory a GDPR review needs, it doesn't make the legal judgment itself).
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thunder-id Skill DBDatabase schema and query conventions for ThunderID. Use when changing schema scripts, defining SQL queries, updating store constants, or reviewing deployment-scoped persistence rules.
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theexperiencecompany Skill Googlesheets Analyze DataAnalyze spreadsheet data intelligently - understand structure, choose right analysis tool (SQL/pivot/chart), apply formatting, present insights.
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jakeselby Skill Migration SafetyWrite, review or apply a database schema migration without destroying data. Use for any task that creates or modifies a migration file (Alembic, Prisma, Django, Rails, Flyway, raw SQL), and before applying one to a shared environment.
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babamba2 Bundle Sc4sap Compare ProgramsBusiness-angle comparison of 2–5 ABAP programs that share the same business scenario but diverge by module (MM vs CO), country (KR vs EU), persona (controller vs warehouse), or time horizon. Reader = functional consultant.
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lyravoid Skill Shirone FeatureAdding optional features, third-party integrations, or new config domains to the Shirone theme under the zero-extra-burden rule - config/data split, on-demand loading, and remote data contracts. Use when adding comments, analytics, widgets, remote data sources, or new toggleable capabilities.
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rojim666 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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rojim666 Bundle SpreadsheetUse when tasks involve creating, editing, analyzing, or formatting spreadsheets (`.xlsx`, `.csv`, `.tsv`) with formula-aware workflows, cached recalculation, and visual review.
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rojim666 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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rojim666 Bundle Tencent Docs Sheet Generation从零生成 Excel/xlsx 工作簿。当用户请求"创建/生成/新建/做一份/from scratch" 一个 XLSX 文件、且**没有源 .xlsx/.csv 文件**时使用。支持纯文字需求,也支持 以 pdf/docx/pptx 附件作为内容参考(由 `extract.py` 抽取为 markdown)。 本 skill 引导主代理读设计准则后直接写 openpyxl 脚本生成本地 xlsx,并用 recalc 校验公式零错误。
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rojim666 Bundle Tencent Saas Docs【仅企业版账号可用】腾讯文档企业版(saas.docs.qq.com)-在线云文档平台。适用前提:当前用户已开通腾讯文档企业版(SaaS / OneID);个人 QQ / 微信账号请改用 tencent-docs skill,本 skill 会直接返回 ERROR:identity_mismatch。是企业账号下创建、编辑、管理文档的首选 skill。涉及"新建/创建/编辑/读取/查看/搜索文档"、"企业文档"、"团队文档"、"saas.docs.qq.com"等操作,请优先使用本 skill。支持能力:(1) 创建各类在线文档(文档/Word/Excel/幻灯片/思维导图/流程图/智能表格/收集表)(2) 管理知识库空间(创建空间、查询空间列表)(3) 管理空间节点、文件夹结构 (4) 读取/搜索文档内容 (5) 编辑操作智能表 (6) 编辑操作在线文档 (7) 文件管理(重命名、移动、删除、复制、导入导出)(8) 网页剪藏、本地文件/文档上云。
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inematds Bundle Relatorio SemanalConverte um CSV de vendas em relatório semanal local com período, totais por canal e pendências. Use quando o usuário pedir esse relatório a partir de um CSV; não use para pesquisa geral, anúncios ou atualização de CRM.
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 562-sql-query-builder_967bfab4, 2725-csv-pandas-chat-server_454d219f, 2624-patient_cohort_analysis_1b4962c1. 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.