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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reaperinvest Skill Marketplace MetricsDefines and tracks marketplace health metrics including liquidity, take rate, GMV, and supply/demand balance. Use when measuring and optimizing marketplace performance.
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reaperinvest Skill Nonprofit Board PacketCreates board meeting packets with agenda, financial summaries, program updates, and vote items for nonprofit governance.
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reaperinvest Skill Saas Metrics DashboardSets up SaaS metrics dashboards tracking MRR, churn, LTV, CAC, expansion revenue, and cohort retention. Use when building or improving subscription business analytics.
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reaperinvest Skill Sentiment AnalysisAnalyzes customer sentiment from reviews, social media, and support tickets with trend tracking, theme categorization, and alert recommendations. Use for brand health monitoring.
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reaperinvest Skill Customer Lifetime ValueCalculates customer lifetime value with segmentation, prediction models, and retention investment recommendations. Use when determining how much a customer is worth over time.
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reaperinvest Skill Metric Definition GuideCreates metric glossaries defining how each business KPI is calculated, tracked, and interpreted with formulas, data sources, and ownership. Use for team alignment on numbers.
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reaperinvest Skill Group Program DesignDesigns group coaching or fitness programs with cohort structure, scheduling, pricing, and community elements.
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reaperinvest Skill Project TrackerCreates a project management database in Notion with tasks, statuses, owners, due dates, and priorities, pre-populated from a project brief or scope document. Use when a user needs to set up project tracking for a new engagement, wants to replace spreadsheet-based task management, or needs a lightweight PM system without paid software.
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reaperinvest Skill Conversion Funnel AnalysisMaps and analyzes conversion funnels with drop-off identification, optimization priorities, and benchmarking. Use when diagnosing where prospects are lost in your sales process.
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reaperinvest Skill Data Collection PlanPlans data collection strategies with tracking requirements, privacy compliance, storage recommendations, and implementation steps. Use when building your business data infrastructure.
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reaperinvest Skill Marketplace Fee StructureDesigns marketplace fee structures with commission models, premium tiers, and competitive analysis. Use when setting or restructuring pricing for a platform business.
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reaperinvest Skill Social Impact MeasurementDesigns social impact measurement frameworks with indicators, data collection methods, and reporting templates.
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reaperinvest Skill Analytics Setup GuidePlans web analytics implementation with event tracking, goals, conversion setup, and dashboard configuration. Use when setting up Google Analytics or similar tools from scratch.
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reaperinvest Skill Data Dashboard DesignPlans data dashboard layouts with metric selection, visualization types, refresh frequency, and user-focused design. Use when building dashboards that drive decisions.
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7kim Bundle Notes OcrDigitizes handwritten scanned notes, PDFs, or images into structured professional documents. Use this skill whenever a user uploads a photo, scan, PDF, or image containing handwritten content — notes, diagrams, architecture sketches, plans, tables, flowcharts, lists — and wants it transcribed, organized, or converted into clean digital output. Triggers include: "digitize my notes", "convert this scan", "transcribe my handwriting", "turn this into a doc", "OCR this", "clean up my notes", "my handwritten PDF", "my photo of notes", or when the user uploads any image/PDF and asks for markdown, Excel, or PDF output. Always produce ALL THREE outputs (Markdown with Mermaid diagrams, Excel, and PDF) unless the user explicitly asks for fewer. The Mermaid diagrams must faithfully reconstruct any hand-drawn diagrams, entity maps, flowcharts, or relationship sketches exactly as drawn — not as a generic interpretation.
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bimajanuri Bundle Paper ReviewMenghasilkan tabel review literatur akademik (synthesis matrix / literature review matrix) dari (a) pencarian online berdasarkan topik + kata kunci + jumlah target, atau (b) folder lokal berisi paper berformat PDF/LaTeX, atau (c) kombinasi keduanya. Output: tabel markdown + export CSV, Excel (XLSX), BibTeX (BIB), XML (EndNote), dan RIS. Kolom default: Title & Authors, Journal, Year, Purpose, Method (Variables/Samples), Key Findings, Limitations, Gaps, Theory Used, Novelty/Contribution, Future Studies, DOI & Publisher — plus kolom custom apa pun. Generates a structured literature review synthesis matrix from online search or a local PDF/LaTeX folder, exportable to CSV/XLSX/BIB/XML/RIS. Trigger: "literature review", "tabel review paper", "tabel literatur", "review paper di folder ini", "cari paper tentang X sebanyak N", "literature matrix", "synthesize papers", "review jurnal", "export ris", "bibtex", "subset of academic-writing-skill".
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fernandotellado Skill Wp Plugin Security 2Security guidelines for WordPress plugin development: sanitization, validation, escaping (in PHP and in admin JavaScript), nonces, capabilities over objects, multisite privilege boundaries, SQL injection prevention, XSS protection, and CSRF mitigation. Use it when writing or reviewing any plugin code that handles user input, prints dynamic output, registers AJAX or REST endpoints, checks permissions, writes files shared by a network, or suppresses PHPCS security sniffs. Based on official WordPress Developer Resources and on a post-incident review of CVE-2026-81754.
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pupok462 Skill Semantic Core 4Build a measured semantic core for a brand through official keyword APIs (Yandex Wordstat for RU, Google Ads Keyword Planner / Bing Webmaster worldwide, autocomplete everywhere), commit it as core.json plus a questions.csv, and hand that straight to an open-geo visibility run. Use when the user wants demand research, a semantic core, keyword volume, or "collect the questions and then measure visibility" — no browser and no manual keyword tool.
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ctaxnagomi Bundle Spreadsheets XLSXCreate and edit Excel spreadsheets programmatically.
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qualixar Skill CSV Row Counter 7Compact tool verifying file state.
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qualixar Skill CSV To JSON Converter 7Routine utility auditing package info.
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itsual Skill Nlp BasicsApply foundational NLP for analytics — text cleaning, representation, classification, and topic patterns — with awareness of limits of language models. Use when analyzing text data such as reviews, tickets, surveys, or documents.
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itsual Skill Design ResearchPlan and conduct design research that informs experience decisions — from exploratory studies to evaluative testing. Use when you need evidence about user behavior, mental models, or design performance beyond analytics alone.
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ctaxnagomi Bundle SQL Generation Few ShotFew-shot SQL generation prompt.
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itsual Skill Data EthicsPractice data ethics — privacy, fairness, consent, dual-use risk, and responsible communication of analytical findings. Use when working with sensitive data, people-affecting models, or high-impact analytics.
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itsual Skill ForecastingBuild forecasts that are useful for planning — baselines, features, evaluation, and communication of uncertainty to decision-makers. Use when predicting demand, revenue, capacity, or other operational time-based quantities.
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nickcrew 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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atulpurohit Skill Data WarehouseProfessional Data Warehouse Expert skill. Design and maintain secure, optimized, and performant databases and data storage solutions.
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diegocconsolini Bundle XLSX Smart Extractor 2Extract and analyze Excel workbooks (1MB-50MB+) with minimal token usage through local extraction, sheet-based chunking, and persistent caching. Preserves formulas, cell formatting, and complex table structures for compliance matrices, financial models, and large datasets.
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atulpurohit Skill Cohort AnalysisProfessional Cohort Analysis Expert skill. Design and maintain secure, optimized, and performant databases and data storage solutions.
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alibaba-quark-scanking Bundle Yescan Scan Universal当用户需要对图片、截图进行画质优化、瑕疵去除或视觉增强时,使用此技能——包括画质增强、证件照优化、考试试卷增强、合同增强等场景。智能去除手写笔迹、水印、阴影、摩尔纹、底色等干扰元素。支持图像裁剪与矫正、素描效果转换、线稿提取等,输出优化后的高清图片。本技能由夸克扫描王提供支持。即使用户没有明确提到"增强"或"处理",只要用户的需求涉及提升图片清晰度、清理干扰元素或优化图像质量,也应触发此技能。不适用于文字提取或识别、图片转 Word/Excel/PDF 文档或 AI 图像生成
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alibaba-quark-scanking Bundle Alibaba Quark Scanking All夸克扫描王一站式图片/文档处理中心。当用户需要对图片进行文字识别(OCR)、图片翻译、画质增强(去除水印/阴影/手写/底色/屏纹等瑕疵,矫正,高清增强,素描/线稿转换等)、格式转换(转 Word/Excel/PDF)或 AI 生成(证件照)时使用此技能。即使用户没有明确提到具体功能名称,只要涉及图片处理、文字提取、文档转换、图像优化或证件照生成,都应触发此技能。不适用于视频处理、纯文本编辑或非图片输入的任务。夸克扫描王图片处理能力中心。
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alibaba-quark-scanking Bundle Yescan Transoffice Universal当用户需要将图片、截图或扫描件转换为 Office 文档(Word/Excel)或 PDF 时,使用此技能。适用于包含复杂表格、合同或图文混排内容的图片或扫描件,可尽量还原原始版式并生成可编辑文档。本技能由夸克扫描王提供转换支持。即使用户未明确提到格式转换,只要用户的需求涉及将图片内容转换为可编辑文档(如 .docx、.xlsx 或 .pdf),也应触发此技能。请勿用于提取纯文本或识别文字内容、图像增强处理或从零创建文档
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diegosouzapw Bundle Google Analytics Automation 3Google Analytics Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Google Analytics tasks via Rube MCP (Composio): run reports, list accounts/properties, funnels, pivots, key events. Always search tools first for current schemas and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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skillmedev Skill Python AsyncWrites and reviews correct asyncio code - structured concurrency with TaskGroup, gather vs create_task decisions, cancellation and timeout handling, bridging blocking code with to_thread, and bounded parallelism - with good/bad pairs for the pitfalls that silently freeze the event loop. Use when someone asks "why is my async code slow", "gather or create_task", "how do I run these requests concurrently", "my FastAPI endpoint blocks everything", or is converting sync Python to asyncio. Do NOT use for general pandas or data-analysis performance - use pandas-expert instead - and do NOT use for API endpoint design itself - use api-design instead.
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skillmedev Skill R For AnalysisWrites idiomatic tidyverse R for data analysis - dplyr wrangling pipelines, tidyr reshaping, explicit joins, layered ggplot2 visualization, and broom-tidied statistical models - with reproducibility practices baked in. Use when someone asks "write this analysis in R", "how do I pivot this data frame", "fit a regression per group in R", or wants messy base-R scripts converted to clean pipe-based tidyverse code. Do NOT use for Python-based dataframe work - use pandas-expert instead; for interpreting results for stakeholders use sql-to-insights.
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 marketplace-metrics, nonprofit-board-packet, saas-metrics-dashboard. 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.