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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morning-start Skill Analytics Data ProcessingUse when the user needs data acquisition, cleaning, transformation, quality checks, or analysis-ready modeling data.
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finsilabs Bundle Profit Margin AnalysisAnalyze gross and net profit margins by product, category, channel, and customer segment with cost attribution, benchmarking, and trend visualization
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finsilabs Bundle Unit Economics TrackingTrack customer acquisition cost, lifetime value, payback period, and contribution margin by cohort and channel with profitability benchmarks and trend analysis
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finsilabs Bundle Ecommerce Data WarehouseBuild a commerce data warehouse with star-schema tables, ETL pipelines, and dbt models for BigQuery, Snowflake, or Redshift analytics
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finsilabs Bundle Analytics IntegrationImplement GA4, Meta Pixel, and server-side tagging with a proper data layer so you capture accurate conversion events for ad campaigns
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finsilabs Bundle Sales Reporting DashboardBuild executive dashboards showing revenue, average order value, conversion rates, and cohort analysis with drill-down by date and channel
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finsilabs Bundle Order Management SystemDesign an order management system that routes orders to the right warehouse, handles split shipments, and manages backorders gracefully
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finsilabs Bundle Financial Analytics DashboardBuild interactive financial KPI dashboards with customizable metrics, drill-down analysis, variance explanations, and automated threshold-based alerting
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finsilabs Bundle Financial Reporting DashboardBuild P&L, balance sheet, and cash flow dashboards for ecommerce with drill-down by product, channel, and time period for management and investor reporting
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finsilabs Bundle Marketplace Fee ReconciliationReconcile and analyze seller fees from Amazon, eBay, Walmart, and Etsy with net revenue calculation, fee categorization, and optimization recommendations
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finsilabs Bundle Revenue Recognition AccountingImplement ASC 606 / IFRS 15 revenue recognition for subscriptions, bundles, and multi-element arrangements with deferred revenue tracking and journal entries
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finsilabs Bundle Order Fulfillment WorkflowStreamline your warehouse with digital pick-pack-ship workflows, barcode scanning for accuracy, and automatic packing slip generation
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ahtishamshahzad Skill Privacy ReviewUse to review how personal data is handled — data classification and minimization, lawful/consented use, retention and deletion (right to erasure), no PII in logs/analytics/seeds, third-party data sharing, and cross-border/compliance constraints. Privacy risk, distinct from pure security.
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ahtishamshahzad Skill Dashboard ReportingUse to plan dashboard reports and charts — server-side aggregation, date-range/filter state in the URL, chart library evaluation, CSV/PDF export, scheduled reports, and handling slow queries (async generation, caching). Numbers must be verifiably correct before charts get pretty.
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lovstudio Bundle Lov Expense ReportExtract 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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lovstudio Skill Lov Video Chapter ExportPackage chapter overlays, timestamps, CSV metadata, and project JSON for 剪映/CapCut and other video editors. Use when the user asks for editor integration, transferable chapter assets, or a ready-to-import chapter package.
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finsilabs Bundle Product AnalyticsTrack product performance with sell-through rates, views-to-purchase conversion, dead stock identification, and category-level reporting
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finsilabs Bundle Multi WarehouseManage inventory across multiple warehouses with smart allocation rules, transfer orders between locations, and split-fulfillment routing
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finsilabs Bundle Customer AnalyticsAnalyze customer behavior with RFM scoring, purchase frequency tracking, churn prediction, and cohort analysis to improve retention strategy
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finsilabs Bundle Ab Testing EcommerceRun controlled experiments on product pages, checkout flows, and pricing to find what converts best using statistical significance testing
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finsilabs Bundle Cash Flow ForecastingForecast cash flow using historical sales patterns, payment terms, seasonal trends, and receivables modeling with scenario planning and runway tracking
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peterbamuhigire Bundle Meta Content AuditUse when reviewing an existing content history to decide what to keep, stop, test or improve. Produces content audit and prioritised improvement plan; use `meta-competitor-analysis` when that neighbouring contract is the closer match.
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peterbamuhigire Skill Meta Algorithm GuideUse when building or refreshing a platform-ranking reference from current evidence. Produces platform algorithm guide and pre-publication checklist; use `meta-posting-optimisation` when that neighbouring contract is the closer match.
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peterbamuhigire Skill Meta Cohort AnalysisUse when comparing acquisition or retention cohorts using dated behavioural data. Produces cohort analysis with qualified findings; use `meta-reporting` when that neighbouring contract is the closer match.
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peterbamuhigire Skill Meta Social ListeningUse when setting up an ongoing listening query, evidence log, cadence and escalation path. Produces social listening plan, query set and intelligence log; use `meta-sentiment-analysis` when that neighbouring contract is the closer match.
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peterbamuhigire Skill Meta Analytics PrivacyUse when reviewing analytics collection, consent, retention and data-sharing risks. Produces analytics privacy review and remediation register; use `meta-utm-tracking` when that neighbouring contract is the closer match.
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peterbamuhigire Skill Meta Sentiment AnalysisUse when scoring supplied conversation data for sentiment, themes and share of voice. Produces sentiment analysis with method, confidence and implications; use `meta-social-listening` when that neighbouring contract is the closer match.
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m2ai-portfolio Bundle Workbook DoctorAudits an existing or AI-generated Excel workbook for hidden risks before it is used in decisions. Runs four passes — structure map, formula risk scan, repair plan, verification memo — and produces a pass/fail checklist on formula consistency, source traceability, assumption clarity, and data freshness. Use before relying on any AI-generated spreadsheet for financial decisions, reporting, or client deliverables.
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m2ai-portfolio Bundle Validated Data MigrationMigrate a shoebox of inconsistent files (CSV, Excel, JSON, PDFs, VCF) into a clean SQLite database with rejection logic, enum normalization, duplicate merges, source provenance, row-count checks, conflict tables, and a human review queue. Use when onboarding a client with legacy data or cleaning up a data dump before importing into a new system.
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elophanto Skill Data AnalyticsExpert data analyst transforming raw data into actionable business insights through dashboards, statistical analysis, KPI tracking, and strategic decision support. Adapted from msitarzewski/agency-agents.
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elophanto Skill Data EngineeringExpert data engineer specializing in building reliable data pipelines, lakehouse architectures, and scalable data infrastructure with ETL/ELT, Apache Spark, dbt, and streaming systems. Adapted from msitarzewski/agency-agents.
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gktuoktay Skill API Penetration Testing And SecurityEndpoint güvenliği, rate limiting, SQL/NoSQL injection koruması, JWT ve yetkilendirme (authorization) zafiyet testleri.
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gktuoktay Skill Docs OrchestratorDoküman ve dosya üretim süreçlerini yöneten orkestratör. PDF, Word, Excel, PowerPoint ve teknik analiz dokümanları üretir.
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gktuoktay Skill Office Documents ToolWord, Excel, PowerPoint ve PDF dosyalarını okuma, yazma ve dönüştürme işlemlerini tek noktadan yöneten araç.
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ahtishamshahzad Skill Prisma RelationalUse to plan Prisma over PostgreSQL/MySQL — expressing the approved schema in the Prisma schema, migration workflow, client usage patterns (select scope, N+1 avoidance, transactions), and where Prisma's abstractions end (raw SQL escape hatch).
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ahtishamshahzad Skill Drizzle RelationalUse to plan Drizzle over PostgreSQL/MySQL — TypeScript table definitions expressing the approved schema, drizzle-kit migration workflow, SQL-proximate query patterns (joins, prepared statements, transactions), and type flow to the app boundary.
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 analytics-data-processing, profit-margin-analysis, unit-economics-tracking. 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.