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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harumiweb Bundle Xlflow 3Use when Codex or another AI agent needs to edit, test, debug, or validate Excel VBA workbooks with xlflow. Provides the safe VBA development workflow for xlflow projects, including pull/push, lint, run, test, diff, XlflowUI dialog and file dialog wrapper guidance, headless dialog responses, `XlflowDebug.Log` debugging, failure handling, and final reporting rules.
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explorium-ai Bundle Vibe Prospecting 2Use this skill when the user wants to find companies (businesses) or people (contacts/prospects/leads) using the AgentSource B2B database. Trigger keywords include: find companies, find leads, find prospects, find contacts, B2B search, sales prospecting, market research, export to CSV, company events, funding signals, hiring signals, buying intent, intent signals, who is hiring, companies using a technology, decision makers at, CTO/CMO/VP of, enrich companies, enrich contacts, company firmographics, technographics, tech stack, Series A/B/C companies, target list.
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molnify Bundle Molnify App BuilderBuild, convert, validate, and style Molnify apps: spreadsheet-driven web applications where Excel or Google Sheets formulas drive the logic and colored cells define inputs, outputs, charts, and actions. Use when creating a Molnify app from scratch, converting an existing spreadsheet into one, validating or styling an app, or answering questions about how Molnify apps work.
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manutej Skill Sheaf Ingest 2Turn triples, CSV, wiki markdown, or a JS/TS codebase into a SheafGraph JSON the explorer can load. Use when adding a knowledge graph, scraping a library, validating sheaf JSON, or running from-code / rich-index.
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1596941391qq Bundle Anything To Md 2Universal document to Markdown converter. Convert any file (PDF, Word, Excel, PPT, images, audio, video, YouTube URLs) to clean LLM-ready Markdown. Use when: - User wants to convert documents to Markdown - User needs to process entire directories of files - User has YouTube videos or audio files to transcribe - User wants to prepare content for LLM processing Triggers: "convert to markdown", "anything to md", "document to md", "pdf to md", "batch convert", "youtube transcript" PDF Backend Priority: 1. MinerU (mineru CLI) - High-quality OCR-based extraction with layout detection, table recognition, formula extraction. Best for Chinese/CJK PDFs, scanned documents, and image-heavy presentations. 2. MarkItDown (Microsoft) - Fast text-based extraction for simple text PDFs. 3. pypdf - Last resort fallback for basic text extraction. Video Intelligent Routing: 1. PROBE: Detect embedded subtitles, sidecar files, audio tracks, on-screen text (sample frame OCR) 2. DECIDE: Choose optimal strategy based on content type 3.
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mlava Bundle Scholar Sidekick API 2Resolve scholarly identifiers (DOI including shortDOI aliases, PMID, PMCID, ISBN, arXiv, ISSN, ADS bibcode, WHO IRIS URL) into formatted citations (10,000+ CSL styles) and bibliography exports (BibTeX, RIS, EndNote, CSV…), and check retraction, open-access, and citation-fabrication status — for one citation or a whole bibliography at once. Calls a documented REST API over plain HTTP — no install, no API key needed for the free tier. Use when the user has a DOI, PMID, PMCID, ISBN, arXiv ID, ISSN, ADS bibcode, or WHO IRIS URL and asks to format a citation, build or export a bibliography, check whether a paper is retracted, open-access, or a fabricated citation, or audit every reference in a .bib/.ris/CSL-JSON bibliography.
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zairuilab Bundle Consulting DeckCreate, revise, and audit executive-ready strategy-consulting presentations as native, editable PowerPoint files. Use when turning topics, text, Markdown, Word, PDF, spreadsheets, CSV data, URLs, research, or an existing PPTX into a board, client, strategy, transformation, market-analysis, or McKinsey-style consulting deck; when applying a brand or PowerPoint template; or when checking a deck's storyline, evidence, charts, layout, and visual quality.
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zenon-red Bundle Probe 2Use Probe to onboard agents, run the Nexus daemon, inspect dispatched actions, and execute Nexus workflow commands for ideas, tasks, projects, messaging, and SQL inspection.
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agricidaniel Bundle ScoutScout a topic on YouTube. Searches YouTube Data API v3 for the most relevant videos, ranks them by views (or engagement, likes, recency, momentum, breakout), and writes a research workbook in the OWT-Social-Ads layout with Videos, Channels, and Summary sheets, plus optional Comments and Transcripts (hooks, replay hotspots) sheets. Can also append into an existing sheet. Use when the user says "scout <topic>", wants a spreadsheet of top YouTube videos on a topic, wants creator or hook research, or wants YouTube rows added to their social ads sheet.
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qiusuo0226 Bundle Job Research Analyst 4求职信息调研与职业决策分析。凡对公司、岗位、JD、招聘信息的调研/查询/分析,或求职、跳槽、择业决策支持,必须使用本技能;不确定时默认使用、禁止跳过。检索公开来源,整理岗位薪资、公司规模、扩张/收缩信号、员工体验;默认产出公司深度介绍 Word、薪资福利对比 Excel、员工评价与风险 Excel。只产出可核实信息,不编造。典型句式仅提示、不构成边界:查一下这个公司、查下这家公司、看一下这个岗位jd、看下这个JD、看看这个JD、解读JD、分析JD、这个岗位怎么样、这家公司怎么样、值不值得去、值不值得进、帮我调研、调研这家公司、公司调研、跳槽选哪家、对比这几家、这几家怎么选、offer怎么选、薪资多少、工资待遇、年薪多少、福利待遇、员工评价、口碑怎么样、有没有坑、坑不坑、稳不稳定、会不会裁员、投不投、要不要面、面试前调研、入职风险、公司深度介绍、求职调研、职业决策。English triggers: check this company, look at this JD, job description, company research, job research, career decision, salary comparison, compensation and benefits, employee reviews, is this company worth joining, offer comparison, job hopping. Use when the user runs /job-research-analyst.
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upload-post Bundle Upload Post 2Publish and schedule content to 15 social platforms through one Upload-Post API call: TikTok, Instagram, YouTube, LinkedIn, Facebook, X, Threads, Pinterest, Bluesky, Reddit, Discord, Telegram, Mastodon, WordPress and Google Business Profile. Use when posting or scheduling videos, photo carousels, text or documents across several platforms at once, checking upload status, or pulling analytics.
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aws Bundle Amazon DynamodbDesigns, reviews, and debugs DynamoDB data layers from design axioms — enumerates access patterns, chooses partition/sort keys and GSIs, decides single-table vs. multi-table, configures Streams, Global Tables, TTL, vector indexes for similarity search, and zero-ETL integrations to OpenSearch/Redshift/SageMaker Lakehouse, and produces a defensible data-layer design with a monthly cost estimate and optional live validation. Applies whenever a user is designing, reviewing, or refactoring anything backed by DynamoDB — schemas, access patterns, GSIs, single- vs. multi-table choices, Streams consumers, transactional outboxes, Global Tables, zero-ETL pipelines, or storing embeddings and running semantic/vector similarity search with SearchVectors on items already in DynamoDB — even when they don't say "axioms" or "design review." Also applies when debugging hot partitions, throttling, unbounded Scans, LWW conflicts, or surprise bills on DynamoDB workloads.
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charliecpeterson Skill Office MCP 2Use when reading or editing the user's open Microsoft Word, Excel, or PowerPoint documents on macOS through the office-mcp tools (word_*, excel_*, ppt_*, run_applescript). Covers the read -> edit -> screenshot workflow, conventions (1-based indexes, [r,g,b] colors, the sheet param for cross-tab), the composite tools to prefer, and what AppleScript can't do.
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chuspeeism Bundle DoubaoplotDoubaoPlot。针对豆包/豆包工作优化,Codex、Claude Code 等 Agent 同样可用。把本地科研数据(CSV/TXT/XLS/XLSX)画成可继续编辑的 Origin 图。两种用法:① 用户给了参考图就复刻其绘图风格;② 用户只有数据、说不清要画什么图时,弹出图表选择器让他从 45 张真机示例里点一张。覆盖 XPS、XRD、XAS、PL/TRPL、DSC、NMR、FTIR/IR、UV-Vis、电化学、医学与机器学习证据图、分布、关系、误差棒、柱状、堆叠、饼图、桑基、雷达、热力图以及已验证的三维路线;产出可编辑 OPJU 并导出 PNG/PDF/TIF。Analyze local scientific CSV, TXT, XLS, or XLSX data; recommend publication-informed charts and Chinese scientific palettes; freeze a reproducible plan; and automate editable figures through a callable local Origin/OriginPro installation on physical Windows 10/11 x64. Do not use on macOS, Linux, WSL, Wine/CrossOver, Parallels, or other VMs; to install or modify Origin; to redistribute reference images; or to claim an unverified Origin route.
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clairelee-bot Bundle Tiktok Inbound Tracking UploadUpload carrier tracking numbers to TikTok Shipping inbound orders from a local Excel workbook. Use for recurring TikTok Shop/Fulfilled by TikTok inbound tracking workflows involving IBR order numbers, UPS or FedEx master tracking numbers, All Packages in this Shipment, child package tracking numbers, carton-level matching, Manual Input, validation, correction, and submission through the user's logged-in Chrome session.
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poplar-ai Bundle PoplarOperate Poplar — the AI social-media platform — from a coding agent or assistant. Use when the user mentions Poplar, wants to draft, schedule or review LinkedIn/social posts in their brand voice, pull post analytics, read their content strategy or ideas, feed meeting notes into their knowledge base, or connect an agent to Poplar's MCP server or REST API. Teaches the MCP connection, the write-with-Poplar's-writer workflow (start_draft → get_draft → create_draft → schedule_post → confirm_action), media (generate or attach images), editing, approvals, comments, per-provider composition (polls, Instagram, Twitter threads), the workspace/timezone rules, and where every guardrail is.
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protside Bundle ExcelCreate, edit, improve, and validate professional Excel XLSX and Google Sheets spreadsheets—formulas, formatting, checkboxes, dropdowns, conditional formatting, charts, dashboards, and accounting tables. Use when building or revising spreadsheets, .xlsx files, Google Sheets, workbook formulas, data validation, or financial/accounting tables; or when the user asks to improve or validate an existing sheet without breaking formulas, formatting, or controls.
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kayalkathir Bundle Expense CategorizerCategorizes bank or credit-card statement transactions into Income, Saving, and Expenditure (with sub-categories like Food, Bills, Shopping, Travel, Rent, etc.), and reports totals plus a savings rate. Use this whenever the user shares a bank statement, credit card statement, or transaction export (CSV, Excel, or PDF) and wants it analyzed, categorized, or broken down — including requests like "categorize my expenses", "how much did I save this month", "split my spending vs savings", "analyze my bank statement", "what did I spend money on", or "give me a budget breakdown". Also use it if the user pastes/types a list of transactions directly instead of a file.
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lovrabet Bundle Lovrabet 2当用户请求涉及 Lovrabet/云兔/yuntoo 平台的开发能力时使用。触发词:数据集、数据表、自定义 SQL、filter、sql.execute、bff.execute、@lovrabet/sdk、MCP SQL 工作流、多表关联、lovrabet 开发。
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lovstudio Bundle Lov Expense Report 2Extract invoice data from images or text descriptions and generate a categorized Excel expense report. Supports receipt photos, scanned invoices, and manual text input. Auto-classifies into: business entertainment (客户餐费), travel-transport (机票/火车票/打车), travel-accommodation (酒店), travel-meals, office supplies, communication, and other. Use when the user mentions "发票报销", "expense report", "报销单", "发票整理", "invoice", "报销汇总", "发票分类", "reimbursement", or has invoice images to process.
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gingiris-1031 Bundle Gingiris Twitter Agent Ops 2You know you should post on X every day, but writing tweets eats your evenings — and when an AI writes them for you, they sound nothing like you. This skill turns any AI agent into a ghostwriter that actually sounds like you, with a battle-tested SOP that grew a real account +60% in 45 days, fully agent-operated. What's inside: • Persona calibration system — voice guide, expression rules, dead-opener blacklist • Fact-source database (SOURCE-INDEX) — zero fabricated numbers, every stat traceable • Weekly scheduling system with dedup checks and golden time windows • 6 hard safety rules + pre-publish QC (triple-translation test + 5-point checklist) • Tweet-log & weekly report analytics loop • Content methodology from 3,861-tweet dataset analysis (4 archetypes, golden length, visibility principles) • Real case: 1,150 → 1,837 followers (+60%) in 45 days, 1 tweet/day 🇨🇳 知道每天该发推,但写推文吃掉整个晚上——让 AI 代写,发出来又完全不像你。这套 SOP 让任何 AI agent 变成「像你本人」的推特代笔人:人设校准、素材库、排期、红线规则、发布前质检、数据复盘全流程,真实账号 45 天涨粉 60% 验证。v2.0 新增:AI腔黑名单建立方法、X算法
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worldbuilder013 Bundle Table CleanClean a CSV table by reading it, checking and repairing its header, and writing the result to a new file.
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alexcortes18 Bundle Powerbi Fast EditExecute focused local Power BI edits efficiently across PBIP/PBIR report files and semantic models. Use when the user asks to add or change report pages, visuals, filters, themes, formatting, DAX measures, relationships, Power Query partitions, SQL-backed model objects, or to implement a structured Power BI change specification with minimal tool calls and ceremony.
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lunasoft2001 Bundle Vbaexcel 2Extraer y reimportar codigo VBA de archivos Excel .xlsm en Windows usando Python (pywin32/oletools) o VBScript. Usar para exportar modulos .bas, refactorizar en VS Code y volver a importar al XLSM.
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kepano Skill KnapRender Markdown from templates and structured data using Knap CLI. Use when the user asks to apply a Knap template, turn JSON or CSV data into notes, batch-generate Markdown files, or format Defuddle output into a note.
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jaysenwu Bundle Planning With SheetUse in Copilot in Excel to persist a multi-step workbook plan, check off verified tasks, save findings and checkpoints, or resume interrupted work from a worksheet. Use when asked to save an existing Copilot plan into the workbook, maintain a task list while executing, or continue from the last saved step. Also apply to complex workbook tasks when this skill is enabled. Do not create a plan for a simple question or a single-cell edit unless the user requests tracking.
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proompteng Bundle Bilig Workpaper 5Use bilig-workpaper WorkPaper state for workbook formulas, MCP editing, and tool integrations without driving spreadsheet UI.
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metabase Bundle Metabase CLI 2Drive a Metabase instance from the terminal via the `mb` CLI. Authenticate with named profiles; inspect databases (list, get, full metadata rollup, schemas, tables in a schema) and trigger manual schema sync / field-values rescan; inspect tables, fields; list/get/create/update/archive cards (questions, models, metrics) and run them as JSON/CSV/XLSX; list/get/create/update dashboards and patch dashcards; list/get/create collections and traverse the hierarchy by id, entity_id, or "root"/"trash" (with items and recursive tree); list/get/create/update/archive native query snippets, segments, and measures; author/update/run transforms and schedule transform-jobs; read/update settings; search content (cards, dashboards, collections, transforms, metrics); manage Enterprise workspaces; git-sync to/from a git remote (status, dirty, import, export, branches, stash, add/remove a collection from sync). Use whenever the user wants to interact with a Metabase from the terminal — "log into metabase", "what profiles do I hav
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daloopa-daloopa-plugin-claude Skill Build Model 2Build a multi-tab Excel financial model
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ninehills Skill Officecli 2Create, analyze, proofread, and modify Office documents (.docx, .xlsx, .pptx) using the officecli CLI tool. Use when the user wants to create, inspect, check formatting, find issues, add charts, or modify Office documents.
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outlitai Bundle Outlit 2Use when accessing Outlit customer intelligence through the `outlit` CLI, Outlit MCP tools, Pi tools, or @outlit/tools, including customer lookups, users, workspace users, timelines, facts, source evidence, semantic search, revenue, churn, SQL analytics, identity splits, merge suggestions, setup, integrations, or troubleshooting agent access.
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payez-net Skill Vibe SQL 3Talk to a VibeSQL database — query, create tables, manage data via natural language
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halojerry Skill Officecli 2Create, analyze, proofread, and modify Office documents (.docx, .xlsx, .pptx) using the officecli CLI tool. Use when the user wants to create, inspect, check formatting, find issues, add charts, or modify Office documents.
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tenstorrent Skill Perf Parameter Impact 2Analyze LLK performance-report CSV files and create evidence-backed parameter-impact reports in a Cursor Canvas. Use when asked how formats, fidelity, dimensions, accumulation, indexing, loop factors, or other parameters affect TILE_LOOP or another marker in a .post.csv report.
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nvidia-nemo Bundle Anonymizer 2Use when the user wants to detect and replace, hash, redact, annotate, or rewrite PII (names, emails, phone numbers, locations, ...) in a CSV or Parquet dataset using the NeMo Anonymizer plugin.
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tools-only Bundle 2253 SQL 917d8914SQL API Reference
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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 xlflow, vibe-prospecting, molnify-app-builder. 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.