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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mindsdb Skill Google SheetsUse this skill when the user wants to create, find, read, analyze, edit, clean up, summarize, or repair Google Sheets. Use it for spreadsheet search, tab and range inspection, row lookup, formulas, charts, table cleanup, data restructuring, validation-aware edits, imports, and precise cell or range updates.
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devkindhq Skill Evidence Data SourcesEvidence.dev data source configuration — BigQuery, PostgreSQL, MySQL, DuckDB, Snowflake, CSV, SQLite, Motherduck, Databricks, Redshift, Trino, Google Sheets, JavaScript sources
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elitongadotti Skill SQL ReviewReview SQL and ORM queries for correctness, safety, and performance before they ship.
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lindoelio Bundle Postgres Database DesignerDesign and implement production-ready PostgreSQL databases from requirements through deployment. Use this skill whenever someone wants to create a database schema, design entity relationships, normalize data structures, create tables/indices, write SQL migrations, or implement PostgreSQL databases — whether for simple CRUD apps or complex enterprise systems. Triggers on phrases like "design a database", "create schema", "normalize tables", "PostgreSQL", "write migration", "ERD", "entity relationship", "database design", or when asked to organize data into tables with foreign keys. Respects implementation preferences (raw SQL, Prisma, Drizzle, etc.) and adapts documentation output accordingly.
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linggen Bundle CfoPersonal CFO — a private, on-device finance analyst. Import bank/credit CSV (or PDF) exports and it builds a spend report, finds subscriptions and price hikes, answers "why did I spend more this month?", drafts cancellation emails, and tracks goals month over month. Transactions never leave the machine except as redacted, aggregated figures. Read-only on your data; it advises and drafts, it never moves money.
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lishix520 Bundle Jtbd Opportunity CalculatorCompute quantitative Outcome-Driven Innovation (ODI) Opportunity Scores from customer importance and satisfaction survey ratings. Use when given numerical survey data (1-10 scale), mean importance and satisfaction scores, or survey JSON/CSV files, and asked to compute opportunity scores, classify outcomes into opportunity tiers, or run the deterministic calculation script. Do not use to invent survey scores from qualitative text or recommend product strategy.
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lkrdev Bundle Lookml FieldsOverview of LookML field types (Dimension, Measure, Filter, Parameter) and the role of the `sql` parameter in each. Use this skill to choose the right field type for your data modeling needs.
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longyenkai83 Bundle Lead Magnet FactoryBuild commercial-grade listicle lead magnet ebooks (Marie Forleo style, 9-page format) end-to-end — from niche/topic input to Canva-ready CSV + Markdown preview. Use when user wants to create a lead magnet, make an ebook, build a PDF freebie, produce a listicle ebook, or generate a sales funnel lead magnet. Works for Vietnamese and English output.
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nainishshafi Bundle Github Security Scanner HookUse when the user asks to "scan for security vulnerabilities", "check for secrets in code", "set up a pre-commit security hook", "install security scanning", "scan staged files for secrets", "check for hardcoded credentials", "run a security scan before commit", "detect leaked API keys", "add a git commit hook for security", "security check before push", "scan for SQL injection", "check for XSS vulnerabilities", "detect injection flaws", or wants to prevent committing security issues to git.
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nanmicoder Bundle Plugin ReleasePackage, publish, and distribute DeepSeek Harness (DSH) plugins — npm pack artifact validation, GitHub/npm/hub release-track selection, tarball overrides installs for the unpublished cohort (0.1.2-alpha.*), and CI/release gates with rollback. Use when publishing a plugin, packing a tarball, wiring a plugin into a profile/hub, or installing an alpha version that is not on npm; show a plan and obtain user confirmation before any publish action.
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mybigday Bundle PDFUse when the user brings a PDF into their BRICKS project and wants its content in the app — menus, price lists, schedules, catalogs, brochures, reports, or scanned documents. Extracts text on the design machine with a bundled script, routes the results into Data entries, Property Bank values, data-calculation sources, or media assets, and covers converting pages to images for slideshows. Also covers wiring runtime PDF ingestion (vectorStore RAG, parseDocument in data calculations) for apps that accept documents while running — note that mobile/TV launchers cannot parse PDF at runtime (web/desktop only). Triggers on "import this PDF", "read the menu from this PDF", "use this catalog", or any .pdf path in the prompt. Do NOT use for creating or exporting PDF files, or for Word docs, spreadsheets, and slide decks (use the docx / xlsx / pptx skills).
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mybigday Bundle DOCXUse when the user brings a Word document (.docx) into their BRICKS project and wants its content in the app — menus, price lists, policies, product sheets, event programs, manuals, service guides. Extracts headings, paragraphs, lists, tables, and embedded images on the design machine with a bundled zero-dependency script; routes the results into Data entries, Property Bank values, data-calculation sources, or media assets, and can feed the vectorStore for document Q&A. Covers re-import when the document changes and runtime ingestion for apps that accept uploaded documents. Triggers on "import this Word document", "use this docx", "read the menu from this Word file", or a .docx path in the prompt. Do NOT use to create or edit Word files as the deliverable, and not for PDFs, spreadsheets, or slide decks (use the pdf / xlsx / pptx skills).
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mybigday Bundle PPTXUse when the user brings a presentation (.pptx) into their BRICKS project — company decks, menus designed as slides, event programs — and wants it on screen. Extracts per-slide text, titles, speaker notes, and embedded images on the design machine with a bundled zero-dependency script; then builds or updates the app — a Slideshow brick playlist, re-authored native layouts, or media-box assets. Covers slide-to-signage conversion (aspect ratio and safe areas, per-slide duration, loop behavior) and re-import when the deck changes. Triggers on "turn this deck into signage", "import these slides", "use this presentation", or a .pptx path in the prompt. Do NOT use to author new .pptx files as the deliverable, and not for PDFs, Word docs, or spreadsheets (use the pdf / docx / xlsx skills).
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mybigday Bundle XLSXUse when the user brings a spreadsheet (.xlsx, .csv, .tsv) into their BRICKS project and wants its data in the app — product lists, price tables, schedules, bookings, inventory, KPI sheets. Parses sheets into structured, typed rows on the design machine with a bundled zero-dependency script, shapes them, and imports as Data entries, Property Bank values, or data-calculation sources; large tables can also feed the vectorStore for semantic search. Covers re-import when the sheet changes and runtime ingestion for apps that accept uploaded sheets. Triggers on "import this Excel", "use this spreadsheet", "load the price list", or a spreadsheet path in the prompt. Do NOT use to create or edit spreadsheet files as the deliverable, and not for PDFs, Word docs, or slide decks (use the pdf / docx / pptx skills).
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nanocoai Skill Query WritingWrite the SQL or MongoDB query that answers a question and keeps answering it: the right grain, no fan out, parameterised window, checked against something known. Use when a number is needed that no report carries, when an existing query returns something that looks wrong, when a query is slow or expensive, or when somebody asks for a one off pull.
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nanocoai Bundle Competitor AnalysisThorough, consistently formatted competitor and product research. Produces a structured "About" doc, a "Recent News" log, and a row in a tracking spreadsheet. Use whenever the user researches a company or competitor, builds or updates a competitor doc, compares products, or logs a competitor to the tracker.
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nikhilbhansali Bundle Youtube Metadata UpdaterUpdate video titles and descriptions on your OWN YouTube channel to improve search and browse visibility, using the YouTube Data API v3 with a write scope. Every change is previewed, approved by you, backed up, and reversible. Use when users want to (1) Rewrite titles on videos that get good retention but weak views, (2) Front-load search keywords so titles survive mobile truncation, (3) Rewrite descriptions for search snippets and chapters, (4) Bulk-refresh metadata on an older back catalogue, (5) Preview an old-to-new title diff before anything is written, (6) Revert a metadata change that did not work. Titles and descriptions only: never privacy, thumbnails, playlists, comments, or deletes. Requires one-time OAuth with write scope (youtube.force-ssl), separate from the read-only analytics token.
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nutstore Bundle Cw XLSX To Wiki当用户提供或提及 `.xlsx` 工作簿,并需要将其导入可编辑的 wiki workspace、按 sheet 或 region 检查结构与数据、基于 workspace 进行分析或修改后校验一致性,或从已校验的 workspace 重建新的 `.xlsx` 文件时使用。通过 import、inspect、check、reimport 和 build 工作流处理;不用于非 `.xlsx` 文件、直接编辑 OOXML,或把派生输出作为新的编辑源。
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nvidia Skill Nvalchemi ReportingHow to add observability to nvalchemi dynamics and training workflows using ReportingOrchestrator, RichReporter, TensorBoardReporter, scalar extraction, custom reporter callbacks, and dynamics LoggingHook. Use when showing live progress, writing TensorBoard summaries, preserving dynamics CSV rows, adding rank-safe distributed reporting, previewing Rich dashboards, or deciding between logging and reporting for training or molecular dynamics runs.
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onflow Bundle Flow EcosystemUse when a developer is building, analyzing, or shipping on Flow (Cadence or Flow EVM) and needs an ecosystem tool: on-chain analytics, metrics, a query, or a dashboard (Dune); a Flow EVM RPC endpoint, node access, or reading chain state from an app (Alchemy); or swapping tokens, adding liquidity, getting a price quote, or integrating a DEX (PunchSwap / KittyPunch). Routes the builder to the right Flow ecosystem integration and supplies how to call it (MCP server, docs, or on-chain contract). Triggers on requests like "building on Flow and need a tool for X", "how do I get Flow on-chain data or a dashboard", "what should I use to query Flow", "Flow EVM RPC or node provider", "how do I swap or add liquidity on Flow", "integrate a DEX on Flow", or "is there a Flow tool for X". Not for non-Flow chains, and not for Cadence language correctness.
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fredchu Skill Earnings Setup設定財報追蹤自動化。從 CSV 清單出發,查詢財報日期,建行事曆事件,建立 cron 輪詢排程。觸發詞:「設定財報追蹤」「earnings setup」「加股票到追蹤清單」「追蹤財報」
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seranking-planable Skill Monthly Performance SummaryGenerate a clear, client-ready social media performance summary from Planable analytics or a user-uploaded CSV export. Use this skill whenever the user asks for a monthly report, performance recap, analytics summary, results overview, or says things like "summarize last month's performance", "give me a report for [client]", "how did we do this month", "pull the analytics for [workspace]", or uploads a CSV with social media data and asks for a summary. Works with or without a Planable account — activate for any analytics summary request, whether the source is the Planable connector or a file upload.
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seranking-planable Skill Cross Client Metrics OverviewPull and compare performance metrics across multiple Planable workspaces (clients or brands) in a single view. Use this skill whenever the user wants to compare clients, see how all accounts are performing, get an agency-wide metrics overview, or says things like "how are all my clients doing", "compare performance across workspaces", "give me a cross-client report", "agency overview", "which client is performing best", or "metrics across all accounts". Always activate for multi-workspace analytics queries in Planable. For single-workspace reports, use the monthly-performance-summary skill instead.
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siva01c Skill Drupal Security ReviewUse when auditing Drupal 11 custom modules/themes for security issues such as unsafe input handling, XSS risks, SQL injection, and access control gaps.
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yamanidev Skill DatabaseWorkflow for designing, querying, and reasoning about databases — schema modeling, normalization, keys/constraints, indexing strategy, query patterns, EXPLAIN plans, transactions and isolation. Covers general database concepts, relational/SQL behavior, engine-specific quirks, non-relational systems, and workload shapes. Defaults to relational; covers non-relational when the user is working there. Produces DDL, indexing recommendations, query rewrites, and migration-content snippets — hands off integrating those into the project's migration framework and application data-access code to /ship, and surrounding infrastructure (replication, backups, hosted-database choice) to /devops.
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useautumn Bundle Autumn InvestigateInvestigating Autumn request logs and Stripe webhook deliveries — debugging unexpected charges, plan-change history, denied feature checks, balance and usage discrepancies, failed API calls, and out-of-sync subscriptions. Use when the user asks why something happened to a customer — a charge, a state change, a denied check, missing or unreset usage — or wants to see a customer's request timeline or log analytics.
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stevenflanagan1 Skill Social Performance Review CodexReviews social media performance in Codex from CSV exports, screenshots, or manual metrics. Use when analyzing monthly results, top and bottom posts, platform patterns, content pillars, formats, recommendations, and updating context/best-performers.md.
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synapsync Bundle AuditMulti-domain codebase audit: security, contracts, patterns, observability, and ops. Invoke as `/audit [domain?]` where domain is one of: security | contracts | patterns | observability | ops | all (default). Use whenever the user asks to audit or review a codebase for issues, wants a security review, asks what's wrong with the code, requests a pre-release or pre-merge quality check, or wants a comprehensive inspection across quality dimensions. Trigger proactively on "audit", "security review", "code review", "what issues does this codebase have", or "check before we ship".
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synapsync Bundle Market IntelInvestment decision engine that fetches real-time market data and produces actionable stock analysis with probability-weighted scenarios, expected value calculations, and capital allocation guidance. ALWAYS use this skill when the user's message involves ANY of these — even if they don't explicitly ask for "analysis": - Mentions ANY stock ticker or company name in an investment context ($NVDA, AAPL, "what about Microsoft") - Asks whether to buy, sell, hold, or wait on any investment - Wants to compare stocks or pick the best one ("which is better, X or Y") - Asks about earnings, revenue, valuation, P/E ratios, or any financial metric for a specific company - Wants a market overview, daily scan, or "what looks interesting today" - Mentions deploying capital, portfolio allocation, or how to invest a specific dollar amount - Asks about sector rotation, market conditions, bull/bear outlook, or macro impact on stocks - Wants to review, rebalance, or assess their portfolio holdings - Asks about entry points, suppor
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synapsync Bundle Code AnalyzerAnalyzes code modules and generates structured technical reports with architecture diagrams. Trigger: When the user asks to analyze, explain, or document a module, file, or codebase section.
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synapsync Bundle Dead Code AuditorRigorous dead code audit for any module, folder, or file in any programming language. Detects orphan files never imported anywhere, classes/functions/ methods declared but never called, constructor parameters received but never consumed, unused imports/requires, private fields with no references, and commented-out code blocks. Use this skill whenever the user asks to: review unused code, clean up a feature after a refactor, find dead code, detect orphan files or classes, audit what can be deleted, find what's left over after a big change, or any variation of "what's not being used / what can I remove". Also triggers when the user says they made large changes and wants to know what became obsolete. IMPORTANT: This skill only reports — it never deletes anything. At the end it always offers to generate a removal plan with /plan.
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syncfusion Bundle Syncfusion Dotnet ExcelCreate, edit, and convert Excel workbooks (.xlsx/.xls) using Syncfusion XlsIO. Supports two modes — generate C# code for the user's project, or execute a temporary CSX script. Use when the user mentions Excel, xlsx, workbook, template markers, Syncfusion XlsIO, or PDF conversion.
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syncfusion Bundle Syncfusion Flutter ExcelCreate and manipulate Excel workbooks using Syncfusion Flutter XlsIO library. Supports two modes — generate Dart code for the user's Flutter project or provide code snippets. Use when the user mentions Excel creation, worksheets, cells, formatting, filtering, hyperlinks, or Syncfusion Flutter XlsIO.
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nethrananda21 Bundle Custom CadFallback skill for custom or unclassified building types that don't match any standard domain. Use when the user requests a layout type not covered by residential, hospital, office, warehouse, restaurant, school, retail, gym, or parking skills — for example: museum, temple, church, mosque, community center, fire station, police station, post office, embassy, data center, recording studio, spa, salon, pet clinic, veterinary hospital, greenhouse, stable, kennel, laboratory, research facility. Use this skill ONLY when no other domain skill matches.
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nethrananda21 Bundle Cad CoreCore rules for generating geometrically valid 2D architectural CAD layouts as AutoCAD-ready JSON. ALWAYS load this skill for ANY architectural design, floor plan, building layout, room placement, or CAD generation request — even simple ones. Never generate coordinates without reading this skill first. Trigger keywords: design, layout, floor plan, building, rooms, CAD, architectural, plot, house, office, hospital, warehouse, construct, blueprint, arrangement, spatial, zoning, placement, draw, draft, schematic.
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nethrananda21 Bundle Warehouse CadZone standards and layout rules for warehouse, industrial, logistics, and distribution center layouts — warehouse, godown, distribution center, fulfillment center, cold storage, logistics hub, factory floor, manufacturing plant, industrial shed, storage facility, loading bay, dispatch center, inventory warehouse, bonded warehouse, free trade zone. ALWAYS use this skill for any warehouse or industrial storage design.
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 plugin-release, flow-ecosystem, google-sheets. 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.