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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fanthus Skill Lark Drive 2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、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。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,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 lark-sheets/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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ivklgn Bundle Code Reviewer 2Analyzes code diffs and files to identify bugs, security vulnerabilities (SQL injection, XSS, insecure deserialization), code smells, N+1 queries, naming issues, and architectural concerns, then produces a structured review report with prioritized, actionable feedback. Use when reviewing pull requests, conducting code quality audits, identifying refactoring opportunities, or checking for security issues.
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teachskillofskills-ai Skill Parse Calendar 2Parse a monthly content calendar from DOCX, XLSX, Notion, or pasted text into structured calendar-data.json — the source of truth every downstream skill reads. Triggers on "/parse-calendar", "parse the calendar", "import this calendar", "here is the month", "load the content plan", "calendar to JSON", or whenever a client calendar arrives in any format. No calendar yet? /socialforge:ideate-month drafts one in this exact shape.
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teachskillofskills-ai Skill Ingest Performance 2Feed last month's real numbers into next month's plan: ingest a platform analytics export (CSV from Instagram Insights, LinkedIn analytics, TikTok Studio, X analytics — any export with a post-id column) into per-post performance records, then rank the month's wins with sample floors and margin rules so ideation compounds measured winners, not remembered ones. Triggers on "/ingest-performance", "here are last month's numbers", "import analytics", "which posts performed best", "engagement report", "what worked last month", or whenever ideate-month needs its wins rung fed. Writes performance.json next to the month's tracker; /socialforge:ideate-month reads it and labels every win measured vs anecdotal.
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thibautbaissac Skill Security Audit 2Audits Rails application security against OWASP Top 10, detects vulnerabilities with Brakeman, and verifies Pundit authorization policies. Use when the user wants a security audit, vulnerability scan, or when user mentions security, OWASP, Brakeman, XSS, SQL injection, or authorization. WHEN NOT: Implementing security fixes (use specialist agents), setting up authentication (use authentication-flow), or writing Pundit policies (use policy-agent).
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zmgid Skill XLSX 2Read, summarize, calculate from, and analyze Excel/CSV/TSV spreadsheet attachments saved by Kivio Chat.
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kevinzai Skill Metrics Dashboard 2Define 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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danielpodolsky Skill Database Fundamentals 2Reviews schema design, SQL queries, ORM patterns. Use when junior creates schema, writes queries, adds migrations, works with Prisma/MongoDB/PostgreSQL, or asks "is this SQL safe", "N+1", "index".
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dkmqflx Bundle Querying Data Lake 2Execute and manage Athena SQL queries across default and federated catalogs (Glue, S3 Tables, Redshift). Triggers on phrases like: query data, run SQL, athena query, analyze table, SQL query, workgroup status, profile table, query Redshift catalog, query S3 Tables. Do NOT use for finding specific data assets (use finding-data-lake-assets), full catalog audits (use exploring-data-catalog), importing data (use ingesting-into-data-lake).
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dkmqflx Bundle Creating Data Lake Table 2Create managed Iceberg tables using Amazon S3 Tables (s3tables API namespace) with automatic compaction and snapshot management. Sets up table bucket, namespace, table, schema, Glue catalog registration, partitioning, IAM access control. Triggers on: create table, data lake table, analytics table, structured data storage, S3 Tables, Iceberg, Athena table, partitioning strategy, access permissions. Do NOT use for: importing files (use ingesting-into-data-lake), vector storage (use storing-and-querying-vectors), querying existing tables (use querying-data-lake), or locating existing table (use finding-data-lake-assets).
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dkmqflx Bundle Finding Data Lake Assets 2Resolve data lake and lakehouse asset references across Glue Data Catalog, S3, S3 Tables, and Redshift. Triggers on: find the table, where is our data, which table has, locate dataset, find data for, search catalog, what tables match, Redshift table, lakehouse table, data lake table, warehouse table, reverse lookup S3 path. Do NOT use for: full catalog audits (use exploring-data-catalog), running queries (use querying-data-lake), creating tables (use creating-data-lake-table).
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natebjones-projects Bundle Heavy File Ingestion 2Use when a user asks to read, analyze, summarize, or extract from a heavyweight file such as PDF, DOCX, PPTX, XLSX, CSV, or TSV. Convert the file into markdown or CSV first, generate a lightweight index, and only spend model tokens on the compressed artifact. Trigger on requests like "read this PDF", "look through this spreadsheet", "summarize this deck", or any time raw file ingestion would waste tokens.
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natebjones-projects Bundle Financial Model Review 2Investor-first workflow for reviewing an existing financial model, forecast, or sensitivity analysis. Use for prompts like "review this model", "stress test these assumptions", "what breaks in this forecast", or "is this model decision-ready". Best when you have a spreadsheet export, pasted assumptions, key drivers, and the decision the model supports. Optional Open Brain search and capture can pull prior model context and store the final review memo.
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natebjones-projects Skill Heavy File Ingestion Codex 2Use in Codex when a user asks to read, analyze, summarize, or extract from a heavyweight file such as PDF, DOCX, PPTX, XLSX, CSV, or TSV. Convert the file into markdown or CSV first with the bundled script, generate a lightweight index, and only spend model tokens on the compressed artifact.
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natebjones-projects Skill Heavy File Ingestion Claude Code 2Use in Claude Code when a user asks to read, analyze, summarize, or extract from a heavyweight file such as PDF, DOCX, PPTX, XLSX, CSV, or TSV. Convert the file into markdown or CSV first with the bundled script, generate a lightweight index, and only spend model tokens on the compressed artifact.
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natebjones-projects Skill Heavy File Ingestion Claude Desktop 2Use in Claude Desktop when a user asks to read, analyze, summarize, or extract from a heavyweight file such as PDF, DOCX, PPTX, XLSX, CSV, or TSV. Avoid raw ingestion of bulky files. Ask for a converted markdown or CSV artifact first, or give the user exact conversion commands to run outside Claude Desktop.
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payram Skill Payram Auth 2Authenticate with a PayRam instance to access merchant dashboard APIs. Covers login with email/password, JWT Bearer token usage, automatic token refresh, and extracting tokens from a browser session. Use when connecting to PayRam APIs, troubleshooting authentication, or building integrations that need merchant-level access to payment data, analytics, and sweep management.
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payram Skill Payram Analytics 2Query PayRam dashboard data directly via REST APIs using JWT Bearer authentication. Search payments by tx hash or email, get daily volume breakdowns, check unswept balances, view sweep history, and pull on-ramp metrics. No MCP server needed — the agent calls PayRam APIs directly with a Bearer token. Use when querying payment data, generating reports, monitoring deposits, checking sweep status, or answering questions like "how much did I receive yesterday" or "find payment with tx hash 0xabc".
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soia-team Bundle Soia Dev Officecli Ops 2以 OfficeCLI 安全读取、复制后修改并验证 DOCX、XLSX、PPTX。触发:「OfficeCLI」「OpenXML 验证」「Office 文件原子修改」
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teachskillofskills-ai Skill Cf Audit 2Audit an existing content library for freshness decay and coverage gaps — scores every piece 0-100 on age, statistic currency, link health, and citation recency, maps covered topics against target keywords, and produces a prioritized report: top refresh candidates, gap topics, retire candidates, and the exact follow-up commands. Triggers on "/contentforge:cf-audit", "which content needs refreshing", "content health check", "what topics are we missing", "audit our blog library". Reads inventory from a Google Drive folder, WordPress REST API, or CSV; pulls performance data only if Google Analytics/Search Console MCPs are connected. Audit only — refreshing happens via /contentforge:content-refresh and new pieces start at /contentforge:cf-brief.
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teachskillofskills-ai Skill Cf Add Integration 2Connect any external API or service to ContentForge as a custom MCP connector — walks non-technical users from finding a verified MCP package or HTTP endpoint to a ready-to-paste .mcp.json entry, credential setup instructions, and a post-restart verification check. Triggers on "/contentforge:cf-add-integration", "connect our internal CMS", "add a custom integration", "hook up Google Analytics to ContentForge", "there is no connector for this service". Reads .mcp.json.connectors-reference for verified endpoints and checks the registry via scripts/connector-status.py first; for connectors already in the registry, /contentforge:cf-connect is the shorter path. Configuration guidance only — never asks for secrets in chat and does not call the connected service itself.
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henkisdabro Bundle XLSX 2Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualisation. Use when working with spreadsheets (.xlsx, .xlsm, .csv, .tsv) for creating new spreadsheets with formulas and formatting, reading or analysing data, modifying existing spreadsheets while preserving formulas, data analysis and visualisation, or recalculating formulas. Do NOT use for plain CSV/TSV manipulation when no formulas, formatting, or multi-sheet workbook structure is needed - plain text tooling is faster. Do NOT use for BigQuery or warehouse-scale SQL analysis.
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isaaccorley Bundle Geospatial Viewers 2This skill should be used when viewing, previewing, or inspecting geospatial files from the command line. Covers interactive raster viewing (viewtif), interactive vector viewing (viewgeom), and non-interactive terminal-inline viewing (viewinline) for GeoTIFF, Shapefile, GeoJSON, GeoPackage, GeoParquet, CSV, HDF, NetCDF, and more.
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skills-agents-co Skill Financial Pulse 3Analyzes bank transaction data to produce a categorized 30-day spending breakdown and surfaces 3 specific things to look into based on 60-day trends. This skill is the analysis engine — it does NOT connect to any bank directly. It expects transaction data to be available in the session via a bank connector agent (e.g., Grasshopper MCP, Mercury MCP) or pasted/uploaded by the user. Use this skill whenever the user says "financial pulse", "check my spending", "money check-in", "where's my money going", "spending review", "run the pulse", "how am I doing financially", "spending trends", "what should I look into", "money audit", or any variation implying they want an actionable view of their financial health. Also use when transaction data is already in context (CSV upload, bank MCP connected) and the user asks for analysis. Always use this skill for spending analysis — do not freehand financial breakdowns without it.
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skills-agents-co Skill Local Lead Prospector 2Assembles an outreach list of local businesses for an SDR from an industry + region pair. Returns a CSV with name, category, address, phone, website, rating, review count, and a Google Maps source URL, plus a markdown summary. Listing data only. No decision-maker names, no personal emails, no LinkedIn scraping. Google Places API (New) is the preferred path and requires GOOGLE_MAPS_API_KEY. A Playwright + Chromium scrape of public Google Maps results exists as an opt-in fallback, gated behind an explicit confirmation, because scraping Google Maps is against Google's Terms of Service. Use this skill when an SDR asks to "find me dentists in Austin", "build a lead list for HVAC companies in Denver", "I need contacts for law firms in Chicago", "give me a prospecting list", or "who should I cold-call in this market". Do NOT trigger on single-consumer lookups like "find me a good dentist near me", "what is the best taco place in Austin", or "where should I take a client to dinner in SoHo". Those are one-shot recomme
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jinning6 Skill Fastapi Response Contract Boundary 2Audit and fix FastAPI/Pydantic response contract failures and analytics metric drift. Use when endpoints return ResponseValidationError/500, legacy JSON rows miss required response fields, response_model schemas need compatibility normalizers, or dashboard/trend/report APIs disagree on a canonical metric.
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voxel51 Bundle Fiftyone Dataset Export 2Exports FiftyOne datasets to standard formats (COCO, YOLO, VOC, CVAT, CSV, etc.) and Hugging Face Hub. Use when converting datasets, exporting for training, creating archives, sharing data in specific formats, or publishing datasets to Hugging Face.
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hjdspace Skill Officecli XLSX 2Use this skill any time a .xlsx file is involved -- as input, output, or both. This includes: creating spreadsheets, financial models, dashboards, or trackers; reading, parsing, or extracting data from any .xlsx file; editing, modifying, or updating existing workbooks; working with formulas, charts, pivot tables, or templates; importing CSV/TSV data into Excel format. Trigger whenever the user mentions 'spreadsheet', 'workbook', 'Excel', 'financial model', 'tracker', 'dashboard', or references a .xlsx/.csv filename.
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hjdspace Skill Officecli Data Dashboard 2Use this skill to build a multi-element Excel dashboard — Dashboard sheet on open, multiple formula-driven KPI cards, multiple charts, sparklines, and conditional formatting — from CSV or tabular input. Trigger on: 'dashboard', 'KPI dashboard', 'analytics dashboard', 'executive dashboard', 'metrics dashboard', 'CSV to dashboard', 'data visualization'. Output is a single .xlsx. Scene-layer on officecli-xlsx: inherits every xlsx hard rule. DO NOT invoke for: a single budget tracker / one-sheet CSV-with-formatting (use xlsx), a 3-statement / DCF / LBO financial model (use financial-model), a weekly report with ≤ 1 chart and < 10 rows (use xlsx).
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hjdspace Skill Officecli Financial Model 2Use this skill when the user wants to build a financial model — 3-statement model, DCF valuation, LBO, SaaS unit economics, sensitivity / scenario analysis, debt schedule, or fundraising projections — in Excel. Trigger on: 'financial model', '3-statement model', 'P&L + BS + CF', 'DCF', 'WACC', 'NPV', 'terminal value', 'LBO', 'debt schedule', 'cash sweep', 'MOIC', 'IRR / XIRR', 'sensitivity table', 'scenario analysis', 'ARR model', 'unit economics', 'CAC / LTV', 'cap table forecast'. Output is a single formula-driven .xlsx. This skill is a scene layer on top of officecli-xlsx — it inherits every xlsx v2 rule (4-color code, visual floor, number formats, cache-drift, Known Issues, Delivery Gate minimum cycle). DO NOT invoke for a simple budget tracker, CSV dump, or operational KPI sheet — route those to officecli-xlsx base.
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zjunlp Skill CSV Analysis 2Use this skill for CSV data analysis tasks that require reading a local CSV file, checking row counts and columns, grouping records, computing rates or aggregates, creating a chart, and writing a short Markdown report.
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xyva-yuangui Bundle Document QA 2文档问答工具。对 PDF/Word/TXT/MD/CSV 文件进行自然语言问答,自动提取内容、检索相关段落并用 LLM 给出精准回答。支持单文件和整个目录。
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xyva-yuangui Bundle Document Suite 2文档处理全能套件。统一处理 PDF/Word/Excel/PPT/Markdown 的读取、生成、转换和问答。消除用户在多个文档skill间的选择困难。
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cyijun Skill Audit Xls 2对财务模型Excel文件做只读结构、公式、勾稽、错误值、硬编码和来源审计。用于交付前复核DCF、可比分析或三表模型;不把文件可打开等同于公式已重算或经济假设正确。
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cyijun Skill XLSX Author 2在无已打开Excel会话的无头环境中生成可审计的.xlsx文件。用于三表、DCF、可比公司等需要交付工作簿文件的任务;若有可控的实时Excel会话则优先使用实时工具。
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iamseungpil Bundle Hwpx 2Comprehensive HWPX (Korean Hancom Office) document creation, editing, and analysis. When Claude needs to work with Korean word processor documents (.hwpx files) for: (1) Reading and extracting content, (2) Creating new documents, (3) Modifying or editing content, (4) Extracting tables to CSV, (5) Modifying tables or table cells, or any other HWPX document tasks. MANDATORY TRIGGERS: hwpx, hwp, 한글, 한컴, Hancom, Korean document
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 lark-drive, code-reviewer, parse-calendar. 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.