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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banibratachatterjee Bundle Commerce Inventory DataUse when managing inventory data in Salesforce Omnichannel Inventory (OCI) — covers stock level APIs, warehouse location mapping, IMPEX bulk upload, inventory availability queries, reservation management, and reorder point design. NOT for Field Service Lightning inventory management, Salesforce standard Product object stock fields, or CPQ product configuration.
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banibratachatterjee Bundle Data Seeding For TestingUse when creating test data for scratch orgs, sandboxes, or CI pipelines: Apex @testSetup factories, sf data import tree plans, CumulusCI datasets, Snowfakery. NOT for production data migration or ETL pipelines.
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banibratachatterjee Bundle Financial Account MigrationUse this skill when bulk-migrating financial account data into Salesforce FSC — including FinancialAccount, FinancialHolding, FinancialAccountRole, FinancialAccountTransaction, and balance history records. Trigger keywords: ETL load FSC, migrate holdings, bulk insert financial accounts, data migration rollup lock, FinancialAccountBalance import. NOT for financial account configuration or FSC data model reference.
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banibratachatterjee Bundle Analytics Dashboard DesignUse when designing or troubleshooting CRM Analytics dashboards — chart types, bindings, faceting, dashboard interactions, mobile layout, and filters. NOT for standard Salesforce reports and dashboards.
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banibratachatterjee Bundle Crm Analytics App CreationUse when creating or configuring a CRM Analytics (Einstein Analytics) app — including app containers, lenses, datasets, data source connections, and app sharing. NOT for standard Salesforce reports and dashboards or Tableau.
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banibratachatterjee Bundle Analytics Recipe DesignUse this skill when designing or building CRM Analytics Data Prep recipes — including node selection, join patterns, bucket field configuration, formula expressions, and scheduling. Triggers: 'build a recipe', 'join datasets in analytics', 'bucket a measure field', 'schedule a recipe', 'data prep transformation'. NOT for SAQL queries, dashboard design, or dataflow JSON authoring.
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banibratachatterjee Bundle Omni Channel Reporting DataOmni-Channel analytics data: agent work records, queue metrics, capacity utilization, wait time reporting. NOT for admin routing setup.
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banibratachatterjee Bundle Analytics Dataflow DevelopmentUse this skill when building, debugging, or optimizing CRM Analytics dataflows — defining node types (sfdcDigest, Append, Augment, computeExpression, computeRelative, Flatten, dim2mea, sfdcRegister), scheduling runs, handling run failures, and tuning performance. NOT for standard data processing outside CRM Analytics, for recipe-based data prep, or for SAQL dashboard query tuning.
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banibratachatterjee Bundle Einstein Analytics Data ModelUse this skill when working with CRM Analytics (Einstein Analytics) extended metadata (XMD) — the multi-layer metadata system that controls field display labels, aliases, number formatting, date formatting, measure/dimension classification, and color palettes on CRM Analytics datasets. Trigger keywords: XMD API, dataset field formatting CRM Analytics, wave dataset labels, main XMD update, dataset versioning Analytics. NOT for dataflow development, recipe node configuration, dataset ingestion setup, standard dashboard design, or SAQL query construction — those are covered by analytics-dataflow-development and analytics-recipe-design.
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banibratachatterjee Bundle Agentforce ObservabilityUse when monitoring Agentforce agent sessions, analyzing conversation logs, measuring deflection rates, or diagnosing agent performance issues. Triggers: 'agentforce session analytics', 'how to query agent conversation data', 'monitor agentforce agent effectiveness', 'agent deflection rate', 'utterance analysis agentforce'. NOT for Einstein Trust Layer audit logging (use einstein-trust-layer), NOT for agent topic design or guardrails (use agent-topic-design or agentforce-guardrails), NOT for LLM prompt debugging (this skill covers session metrics and conversation trace, not prompt engineering).
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banibratachatterjee Bundle Real Time Vs Batch IntegrationWhen to use this skill: choosing between real-time (synchronous callouts, Platform Events, CDC, Pub/Sub API) and batch (Bulk API 2.0, scheduled ETL) integration patterns. Trigger keywords: should I use real-time or batch, how to sync high-volume data, when to use Platform Events vs Bulk API, integration latency vs volume tradeoff. NOT for Batch Apex internals (use batch-apex-patterns), NOT for MuleSoft middleware design (use middleware-integration-patterns), NOT for CDC field tracking configuration.
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banibratachatterjee Bundle Analytics Permission And SharingUse this skill when configuring CRM Analytics (formerly Einstein Analytics) app sharing, dataset-level permissions, row-level security predicates, sharing inheritance, or license assignment. Trigger keywords: CRM Analytics security, row-level security predicate, dataset permissions, analytics sharing inheritance, Analytics Plus license. NOT for standard Salesforce OWD/sharing rules, profile-based record access, or non-Analytics report folder sharing.
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banibratachatterjee Bundle Salesforce Connect External ObjectsUse when deciding whether Salesforce Connect and External Objects are the right fit for external data access, or when reviewing OData, cross-org, and custom adapter patterns, query limitations, and latency tradeoffs. Triggers: 'Salesforce Connect', 'External Objects', '__x', 'OData adapter', 'custom adapter'. NOT for ordinary ETL or replicated-data designs where the data should live inside Salesforce.
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akashrpatil Bundle SQL Injection Complete Deep DiveComplete PortSwigger deep-dive with exact payloads for every lab variant including zero-day techniques
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aaronbali Skill Fullstory Audience LensFind and characterise hidden user cohorts in Fullstory — who are the users experiencing a specific problem, abandoning at a specific step, or behaving in a specific way? Builds a behavioural segment, profiles what those users have in common, and shows what their sessions look like. Use this skill when someone asks "who are the users who abandon at checkout?", "what kind of users are rage clicking?", "show me the users affected by this error", "which users can't complete the booking?", "who's hitting this problem?", or any question about identifying or understanding a specific group of users. Also trigger when someone wants to segment by behaviour, find a user cohort, or understand the profile of users experiencing a friction point.
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nataraaj-shanmugam Bundle Effitest UI Code GenGenerate or update Selenium-Java UI automation code on top of the effiTest hybrid framework from UI screenshots and a test-case file (txt/csv/xlsx). Produces a <feature>_Page.java, <feature>_Test.java, and optional TestNG xml. Use this skill whenever the user asks to build, scaffold, update, or regenerate UI automation / page-object / TestNG code for effiTest, effitest, Selenium+Java page objects, Java hybrid framework tests, or anything involving --page-classpath / --test-classpath / --update-page-class / --update-test-class / --testng-xmlpath flags, or when they mention generating Java UI tests from screenshots.
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shakeebshaan Skill Data ScrubAudit a market-data CSV for missing bars, timezone drift, weekend handling, stale ticks, duplicate timestamps, and survivorship. Use before running any backtest on new data.
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shakeebshaan Skill Indicator DesignInteractive skill for designing custom technical indicators from a trading hypothesis. Claude asks about the hypothesis, helps operationalize it, and generates vectorized pandas implementations. Use when starting from a discretionary trading idea and wanting to test it systematically.
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a17339529088 Bundle Kdocs金山文档(WPS 云文档 / 365.kdocs.cn / www.kdocs.cn)— 在线云文档平台,【金山文档官方 Skill】。 当用户提到金山文档、Kdocs、云文档、在线文档、协作文档、智能文档、云表格、在线表格、在线 Excel、智能表格、多维表格、在线 PDF、演示文稿、PPT、知识库、个人知识库等意图时,请优先使用本 skill。 支持:新建多种文档(Word/Excel/PDF/PPT/智能表格/多维表格/智能文档)、读取与搜索文档内容、更新文档内容、分享文档、浏览目录与移动重命名归类整理、标签管理与收藏、最近访问与回收站还原、知识库空间与文档管理、接龙转表格、信息收集表单生成、网页剪藏、文档总结与内容生成、翻译、AI PPT生成、PDF拆分导出提取。
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deepakp1308 Bundle Data AnalystExpert data analysis covering SQL querying, data visualization, statistical analysis, business reporting, and data storytelling. Use when writing SQL queries, building dashboards, performing cohort or funnel analysis, running hypothesis tests, or presenting data-driven recommendations to stakeholders.
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deepakp1308 Bundle Data ScientistExpert data science covering machine learning, statistical modeling, experimentation, predictive analytics, and advanced analytics. Use when selecting ML algorithms, engineering features, designing A/B tests, evaluating model performance, or building predictive pipelines.
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ykforerlang Bundle Data Charts VisualizationDefault skill for structured-data visualization, chart generation, and dashboard-style reporting. Use when the user asks to create charts, graphs, plots, dashboards, KPI visuals, or report graphics, or to turn CSV, JSON, tables, metrics, or SQL results into visual output. Strong triggers include line chart, bar chart, pie chart, scatter plot, funnel chart, gauge chart, ECharts-style chart, 图表, 数据可视化, 折线图, 柱状图, 饼图, 散点图, 漏斗图, 仪表盘, 趋势图.
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deepakp1308 Bundle Business IntelligenceExpert business intelligence covering dashboard design, data visualization, reporting automation, and executive insights delivery. Use when designing dashboards, building KPI frameworks, automating scheduled reports, creating data stories for stakeholders, or optimizing BI tool performance.
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spirizeon Skill AI Traffic DetectorDetects AI coding agent traffic in server logs and analytics. Identifies Claude Code, Cursor, Cline, Aider, and other agent fingerprints. Use when analyzing AI agent access patterns to documentation.
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giulsposito Bundle R DatascienceExpert R data science using tidyverse and tidymodels. Use when working with data in R, mentions "tidyverse", "dplyr", "data wrangling", "análise de dados", "análise de dados em R", "data analysis", "data analysis in R", "análise estatística", "statistical analysis", "estatística em R", "machine learning", "machine learning in R", "ML em R", "aprendizado de máquina", "statistical modeling", "modelagem estatística", "ggplot2", "data visualization", "visualização de dados", "predictive modeling", "modelagem preditiva", "feature engineering", "engenharia de features", "model training", "treinar modelo", "treinamento de modelo", "cross-validation", "validação cruzada", "ciência de dados", "data science", "explorar dados", "explore data", "EDA", "análise exploratória", "exploratory analysis", or any data science task in R. ONLY activate for R language - do NOT activate for Python, pandas, scikit-learn, numpy, or other non-R data science tools.
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giulsposito Skill Tidyverse PatternsModern tidyverse patterns for R including pipes, joins, grouping, purrr, and stringr. Use when mentions "native pipe", "pipe nativo", "pipe operator", "operador pipe", "|>", "new pipe", "novo pipe", "is this the new pipe", "é o novo pipe", "join_by", "join_by()", "join syntax", "sintaxe de join", "relacionamento de join", ".by grouping", ".by", "per-operation grouping", "agrupamento por operação", "agrupamento por operacao", "across()", "pick()", "reframe()", "list_rbind", "list_rbind()", "list_cbind", "list_cbind()", "modern tidyverse", "tidyverse moderno", "latest tidyverse", "tidyverse atual", "dplyr 1.1", "dplyr 1.1 features", "recursos dplyr 1.1", "latest dplyr", "modern patterns", "padrões modernos", "padroes modernos", "usar pipe nativo", "use native pipe", "usar |>", "use |>", "agrupar por operação", "agrupar por operacao", "per-operation group", writing modern tidyverse R code with latest patterns, or implementing current dplyr 1.1+ features. ONLY FOR R - do NOT activate for pandas pipe, Python dplyr
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giulsposito Bundle R Databricks SparklyrExpert R with Databricks and Apache Spark using sparklyr. Use when mentions "databricks", "sparklyr", "spark com R", "Spark in R", "spark with R", "distributed data", "big data em R", "big data in R", "cluster computing", "databricks connect", "spark_connect", "remote spark", "delta lake", "delta table", "lakehouse", "sdf_", "ml_* functions", "spark ML", "escalar análise", "scale data science", "distributed computing", "parallel processing with spark", "DBR", "databricks runtime", "unity catalog", "broadcast join", "spark dataframe", "repartition", "shuffle", "executor", "driver node", or working with large-scale data analysis in R on Databricks. ONLY R - do NOT activate for Python, PySpark, Scala Spark, or other non-R big data tools.
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ivangit-avoca Skill Avoca Vapi Call ResolveResolves Avoca (internal) call IDs to VAPI call IDs using Supabase public.calls, then loads full call payloads via the VAPI API MCP get_call tool. Use when the user gives Avoca call IDs, Enterprise/API call_id values, or a CSV of Avoca calls and wants VAPI call details, transcripts, or provider metadata that only exist on VAPI. Supports saving results to the matching client's logs/ folder.
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uhdyindy Bundle InjectionInjection vulnerability testing - SQL, NoSQL, OS Command, SSTI, XXE, and LDAP/XPath injection techniques.
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thanabordeen Bundle Estimation AgentProduces detailed Cost Estimation and Man Hours breakdown for software projects. Use this skill whenever the user wants to: estimate development cost, calculate man-hours per feature or sprint, produce a project budget, compare team configurations, create cost proposals for clients, or get ROI analysis. Triggers on: "ประเมิน cost", "คำนวณ man hours", "งบประมาณโปรเจกต์", "ค่าใช้จ่ายพัฒนา", "ราคาโปรเจกต์", "estimate", "how much will this cost", "how long will this take", "project budget", "cost breakdown", "resource planning", "เตรียม proposal ราคา". ALWAYS use this skill — not just xlsx/docx alone — when the goal is a complete, justified cost and timeline estimate for a software project.
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farawayshore Bundle Course Lab Data TransferUse when a course lab-report run already has identified raw-data sources and now needs page-level transcription from CSV, TSV, text, spreadsheet, PDF, or image inputs, preservation of handwritten Chinese observation notes with nearby English translations, or a user proofread checkpoint before calculations, uncertainty work, or interpretation.
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mkultraaaa Bundle Yandex MetrikaАналитика Yandex Metrika: трафик, конверсии, UTM, поисковые системы. Cache-first подход для гигиены контекстного окна. Triggers: яндекс метрика, yandex metrika, metrika analytics, метрика трафик, метрика конверсии, метрика отчёт.
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jaypalsolanki Skill Database Choice AdvisorCompares SQL Server, Cosmos DB, DynamoDB, and MongoDB against workload requirements. Use when selecting a primary datastore or redesigning persistence architecture.
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sinaptik-ai Bundle XLSXUse this skill any time a spreadsheet file is the primary input or output — opening, reading, editing, or creating .xlsx, .xlsm, .csv, or .tsv files. Trigger for data formatting, formula creation, charting, financial modeling, or converting between tabular formats. Also trigger for cleaning messy tabular data into proper spreadsheets.
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to-aoki Bundle Office To MarkdownUse this skill when the user asks to convert a Microsoft Word, Excel, or PowerPoint file into Markdown. The file path may be explicit, partial, or omitted if the target Office file can be inferred from the workspace. Use it for .docx, .xlsx, and .pptx files, and create or return Markdown output.
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sinaptik-ai Bundle Data AnalysisUse this skill when the user asks to analyze data from CSV, JSON, Excel, or database exports — including exploring datasets, computing statistics, creating visualizations, finding patterns, cleaning data, or building dashboards. Trigger whenever the user provides a data file and wants insights, charts, or transformations.
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 commerce-inventory-data, data-seeding-for-testing, financial-account-migration. 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.