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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topclicondense Bundle R00 Alirezarezvani Claude Code Skill Factory Ecommerce🛒 E-commerce & Retail skill suite derived from alirezarezvani/claude-code-skill-factory. Product catalogue optimisation, conversion rate, customer journey and retail analytics. Provides 10 specialised commands for ecommerce, retail, shopify workflows.
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ramvegiraju Bundle Databricks GenieCreate and query Databricks Genie Spaces for natural language SQL exploration. Use when building Genie Spaces or asking questions via the Genie Conversation API.
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tiemaideradicate Bundle R00 Alirezarezvani Claude Code Skill Factory Datascience🤖 Data Science & AI/ML skill suite derived from alirezarezvani/claude-code-skill-factory. Data pipelines, model training, evaluation, MLOps and analytical reporting. Provides 10 specialised commands for data-science, machine-learning, analytics workflows.
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mistchandlergazebo Bundle R00 Alirezarezvani Claude Skills Ecommerce🛒 E-commerce & Retail skill suite derived from alirezarezvani/claude-skills. Product catalogue optimisation, conversion rate, customer journey and retail analytics. Provides 10 specialised commands for ecommerce, retail, shopify workflows.
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orangevoinultra Bundle R00 Alirezarezvani Claude Skills Datascience🤖 Data Science & AI/ML skill suite derived from alirezarezvani/claude-skills. Data pipelines, model training, evaluation, MLOps and analytical reporting. Provides 10 specialised commands for data-science, machine-learning, analytics workflows.
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signonrecall Bundle R00 Behisecc Awesome Claude Skills Ecommerce🛒 E-commerce & Retail skill suite derived from BehiSecc/awesome-claude-skills. Product catalogue optimisation, conversion rate, customer journey and retail analytics. Provides 10 specialised commands for ecommerce, retail, shopify workflows.
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winnershitram Bundle R00 Behisecc Awesome Claude Skills Datascience🤖 Data Science & AI/ML skill suite derived from BehiSecc/awesome-claude-skills. Data pipelines, model training, evaluation, MLOps and analytical reporting. Provides 10 specialised commands for data-science, machine-learning, analytics workflows.
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sentrynodepartition Bundle R00 Borghei Claude Skills Ecommerce🛒 E-commerce & Retail skill suite derived from borghei/Claude-Skills. Product catalogue optimisation, conversion rate, customer journey and retail analytics. Provides 10 specialised commands for ecommerce, retail, shopify workflows.
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fiendjackdawsilo Bundle R00 Borghei Claude Skills Datascience🤖 Data Science & AI/ML skill suite derived from borghei/Claude-Skills. Data pipelines, model training, evaluation, MLOps and analytical reporting. Provides 10 specialised commands for data-science, machine-learning, analytics workflows.
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fatih-akin Bundle ChartoCreate charts from tabular files with a single skill flow (analyze -> recommend -> build -> preview). Use this when the user asks to visualize CSV data, inspect columns, or generate artifacts directly.
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zllovesuki Skill D1Write Cloudflare D1 code and schemas for SQLite-backed relational data, prepared statements, bindings, migrations, typed queries, tenant boundaries, indexes, pagination, and idempotent writes. Use when Workers need SQL data on Cloudflare.
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zllovesuki Skill AgentsBuild Cloudflare Agents SDK applications for autonomous multi-step tool use, AIChatAgent chat agents, Durable Object-backed state, tools, scheduling, callable methods, WebSockets, SQL state, and constrained agent behavior. Use when RAG or Workflows are not enough.
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xixiskynet Bundle Mx Macro Data基于东方财富数据库,支持自然语言查询全球宏观经济数据,涵盖国民经济核算、价格指数、货币金融、财政收支、对外贸易、就业民生、产业运行等多个领域,适配各类宏观经济研究、市场分析、政策解读等多元专业场景需求。返回结果包含数据说明及 csv 文件。Natural language query for macroeconomic data from financial databases, covering national economic accounting, price indices, monetary finance, fiscal revenue and expenditure, foreign trade, employment, industrial operation, and other fields. It supports diverse scenarios including macroeconomic research, market analysis, and policy interpretation.
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xixiskynet Bundle Mx Finance Data基于东方财富数据库,支持自然语言查询金融数据,覆盖A港美、基金、债券等多种资产,含实时行情、公司信息、估值、财务报表等,可用于投资研究、交易复盘、市场监控、行业分析、信用研究、财报审计、资产配置等场景,适配机构与个人多元需求。返回结果包含数据说明及 xlsx 文件。Natural language query for financial data across all markets, including A-shares, ETFs, bonds, Hong Kong and US stocks, and funds. It provides L1/L2 data, financial indicators, company profiles and valuation metrics. Ideal for investment research, strategy backtesting, market monitoring and industry analysis. It meets the needs of diverse institutions and individuals.
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xixiskynet Bundle Mx Stocks Screener基于东方财富数据库,支持通过自然语言输入筛选A港美股、基金、债券等多种资产,支持多元指标筛选,含技术面、消息面、基本面及市场情绪等,可用于全球资产速筛、跨市场监控、投资组合构建、策略回测等场景。返回结果包含数据说明及 csv 文件。Natural language screener for investment assets across global markets, including A-shares, ETFs, bonds, HK and US stocks, and funds. It enables multi-dimensional filtering via technical, fundamental, sentiment and news indicators. Ideal for global asset selection, cross-market monitoring, portfolio construction and strategy backtesting.
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tungcorn Bundle Optimize For GpuGPU-accelerate Python code using CuPy, Numba CUDA, Warp, cuDF, cuML, cuGraph, KvikIO, cuCIM, cuxfilter, cuVS, cuSpatial, and RAFT. Use whenever the user mentions GPU/CUDA/NVIDIA acceleration, or wants to speed up NumPy, pandas, scikit-learn, scikit-image, NetworkX, GeoPandas, or Faiss workloads. Covers physics simulation, differentiable rendering, mesh ray casting, particle systems (DEM/SPH/fluids), vector/similarity search, GPUDirect Storage file IO, interactive dashboards, geospatial analysis, medical imaging, and sparse eigensolvers. Also use when you see CPU-bound Python code (loops, large arrays, ML pipelines, graph analytics, image processing) that would benefit from GPU acceleration, even if not explicitly requested.
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kilip Bundle Google Drive SearchGunakan skill ini untuk mencari file atau folder di Google Drive. AKTIFKAN skill ini setiap kali pengguna menyebut kata-kata berikut (dalam bahasa apapun): "cari file", "cari di drive", "temukan file", "ada file", "cek drive", "file di drive", "search drive", "find file", "find in drive", "where is the file", "locate file", "ada dokumen", "cari dokumen", "cari presentasi", "cari slide", "cari PDF", "cari spreadsheet", "link drive", "link file", "share link", "ada di drive gak", "ada gak filenya", "tolong cariin", "cariin file", "cek ada gak", "drive link", "gdrive", "Google Drive". Juga aktifkan jika pengguna menyebut nama file spesifik dan bertanya lokasinya, atau meminta link/URL sebuah file dari Google Drive. SELALU gunakan skill ini — jangan cari file Drive dengan cara lain.
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jlindstrom21 Bundle Jl Operator MindsetJeremy Haynes' verbatim framework for transitioning founders from firefighter mode to operator mode through a structured operational audit and transition plan. Covers the firefighter vs operator diagnostic, tool and workflow audits, bottleneck prioritization, AI infrastructure planning (bid management, audience segmentation, creative testing, predictive analytics), funnel alignment (paid-to-retargeting, content-to-lead-qualification, dynamic landing pages, behavior-based segmentation, attribution), the clean-data prerequisite, and a phased transition plan. Trigger when the user says "operator mindset", "firefighting", "stop firefighting", "operations audit", "bottleneck audit", "scale systems", "AI infrastructure plan", "funnel alignment", or "operator transition plan". Part of the jl- library (Jeremy Haynes' verbatim skills).
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heldinhow Bundle Kafka StreamsProcess streaming data using Apache Kafka Streams for real-time analytics.
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jmorascalyr Bundle Sentinelone Sdl Log ParserUse whenever the user wants to author, edit, debug, validate, or explain a SentinelOne Singularity Data Lake (SDL) log parser — the augmented-JSON files at /logParsers/ that extract fields from raw log text before ingestion. Trigger on "SDL parser", "Skylight parser", "log parser", "parser editor", "write a parser", "test parser", or any pasted raw log the user wants turned into structured fields. Also trigger on parser-DSL keywords like `formats:`, `patterns:`, `lineGroupers:`, `rewrites:`, `discardAttributes:`, `aliasTo:`, `{parse=...}`, `{regex=...}`. Especially trigger when the user pastes a raw log (CEF, syslog, JSON, key=value, multi-line, CSV) and asks to extract fields, normalize timestamps, or drop noise. If the project is SDL/Singularity/Scalyr and the user says "parse this log", use this skill. Always validates end-to-end via sentinelone-sdl-api (putFile → uploadLogs → query). NOT for PowerQuery (use sentinelone-powerquery), NOT for plain ingest without a parser (use sentinelone-sdl-api).
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yaomeng1749 Skill Full Security PentestComprehensive security penetration testing skill covering all attack surfaces - info gathering, web vulnerability scanning, SQL injection, XSS, directory bruteforce, Python code audit, git secret scanning, auth bypass, CSRF/SSRF, and configuration audit. Records all findings with severity ratings.
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almasumdev Skill Mobile Observability OverviewMobile observability - metrics, traces, logs, and events within the constraints of battery, network, and storage. Use when defining what to collect, how to sample, and how to pipe signals to analytics and APM tools.
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crystian Bundle Your Skill NameThird-person description of what this skill does, when it should activate, and how to invoke it. Include concrete trigger phrases the agent can match against. Max 1024 characters. Example: "Reviews SQL migrations for destructive operations and suggests safer alternatives. Activates when the user asks to review a migration, or runs `/crystools-skills:your-skill-name`."
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almasumdev Skill Consent ManagementPlatform consent frameworks on mobile — iOS App Tracking Transparency (ATT) and Android User Messaging Platform (UMP) for GDPR / CCPA. Use when integrating analytics, ads, or any cross-app tracking.
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thejordanleopold Skill Security ReviewUse when auditing code for security vulnerabilities, running static analysis with Semgrep or CodeQL, reviewing against OWASP Top 10:2025, performing variant analysis after a finding, checking constant-time cryptographic code, auditing input validation, authentication, session management, or reviewing for insecure defaults and sharp edges. Triggers: "security audit", "security review", "OWASP", "vulnerability", "static analysis", "semgrep", "injection", "SQL injection", "XSS", "auth vulnerability", "insecure default".
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thejordanleopold Skill Document ProcessingUse when reading, creating, editing, merging, splitting, or extracting content from PDF files or Excel/spreadsheet files. Use when processing tabular data, building financial models in Excel, extracting text from scanned documents, or converting between document formats. Triggers: "PDF", "Excel", "spreadsheet", "xlsx", "pypdf", "pdfplumber", "reportlab", "openpyxl", "pandas", "document processing", "extract text from PDF", "merge PDF", "split PDF", "financial model", "OCR", "spreadsheet automation".
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banibratachatterjee Bundle Bulk API PatternsUse when implementing Bulk API 2.0 REST calls, choosing between Bulk API 2.0 and legacy Bulk API v1, handling CSV format requirements for bulk ingest, paginating query job results with locators, or constructing multipart job requests. Triggers: bulk api 2.0 endpoint, ingest job REST call, query job locator, bulk CSV format, hard delete bulk, v1 vs v2 bulk api. NOT for Data Loader UI steps (use data-import-and-management), NOT for strategic load-size decisions or concurrency mode selection (use bulk-api-and-large-data-loads).
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banibratachatterjee Bundle Data Loader And ToolsUse this skill when selecting or configuring Salesforce data load tools: Data Loader, Data Import Wizard, Workbench, Salesforce Inspector, or Salesforce CLI for import/export. Trigger keywords: data loader configuration, import wizard, bulk data load, workbench SOQL, salesforce inspector, data export, csv import salesforce, data migration tool selection. NOT for Bulk API development — use the integration or apex skills for Bulk API coding.
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banibratachatterjee Bundle Fsl Reporting Data ModelUse this skill when building Salesforce reports and dashboards on FSL operational data: job completion metrics, travel time analytics, first-time fix rate, utilization, and service performance. Trigger keywords: FSL reporting, ServiceAppointment reports, ActualDuration ActualTravelTime, first-time fix rate custom field, FSL utilization metrics. NOT for CRM Analytics / Field Service Intelligence (Einstein Analytics), ServiceReport PDF generation, or non-FSL service reporting.
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banibratachatterjee Bundle Knowledge Article ImportUse this skill when bulk-importing Knowledge articles into Salesforce from an external source using the ZIP-based import mechanism. Trigger keywords: knowledge import, article import, migrate help center, bulk upload articles, CSV article import, knowledge base migration. NOT for Knowledge admin setup (article types, data categories, permission sets), ongoing article management, or translation workflows once articles are live.
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banibratachatterjee Bundle Analytics Dashboard JSONUse this skill when editing CRM Analytics dashboard JSON directly to implement advanced bindings, custom SAQL/SOQL step queries, layout changes, step parameters, or cross-widget interactions. Trigger keywords: dashboard JSON, SAQL step, binding syntax, mustache binding, dashboard REST API, widget layout, step limit, datasetId, datasetVersionId. NOT for standard dashboard builder UI configuration, chart type selection, or dataset design.
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banibratachatterjee Bundle Einstein Analytics BasicsUse when deciding whether Salesforce Reports, CRM Analytics, or Tableau should be used for analytics, or when reviewing and troubleshooting basic CRM Analytics designs. Triggers: 'CRM Analytics', 'Einstein Analytics', 'Tableau CRM', 'lens', 'dataset', 'dataflow', 'analytics dashboard', 'license requirement'. NOT for standard report builder questions unless the decision is whether reports are still enough.
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banibratachatterjee Bundle Fsl Inventory ManagementConfigure and manage Field Service Lightning inventory: ProductItem (stock at locations), ProductTransfer (stock movement), ProductConsumed (parts used on work orders), ProductRequest/ProductRequestLineItem (replenishment ordering), and ProductItemTransaction (audit trail). NOT for CPQ product catalog management, OCI (Omnichannel Inventory), or B2B Commerce warehouse integration.
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banibratachatterjee Bundle Report Performance TuningUse when a report or dashboard is slow, timing out, hitting row limits, or consuming excessive system resources on large-volume objects — covers selective filter strategy, custom report type optimization, async report execution via Analytics API, dashboard refresh scheduling, and grouping/aggregation tuning. Triggers: 'report times out', 'report is slow', 'dashboard not refreshing', 'report row limit hit', 'too many report results'. NOT for CRM Analytics / Tableau CRM performance (separate skill). NOT for sharing-model or visibility issues causing missing rows (use admin/sharing-and-visibility). NOT for building or designing reports from scratch (use admin/reports-and-dashboards-fundamentals).
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banibratachatterjee Bundle Analytics Data GovernanceUse this skill when implementing or auditing data governance controls for CRM Analytics (Tableau CRM / Wave Analytics): dataset lineage tracing, access audit logging, data classification handling, retention management, and compliance readiness. Trigger keywords: CRM Analytics audit, dataset lineage, event monitoring analytics, access logging Wave, data classification propagation, analytics retention, GDPR analytics datasets, analytics compliance. NOT for general Salesforce data governance (use data-quality-and-governance), NOT for row-level security predicates or app sharing (use analytics-security-architecture), NOT for user licensing and sharing roles (use analytics-permission-and-sharing).
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banibratachatterjee Bundle Analytics Data PreparationUse this skill when customizing CRM Analytics dataset field metadata via the XMD (Extended Metadata) REST API or augmenting CRM Analytics recipes with external non-Salesforce data: labeling fields, setting display formats, reclassifying measures vs dimensions, and applying org-level field annotations via main XMD PATCH. Trigger keywords: XMD field labels, CRM Analytics main XMD update, dataset field formatting wave, analytics external data augmentation, WaveXmd REST API. NOT for recipe node transformation logic, dataflow SOQL extraction, dataset row count management, or standard CRM data quality — those are covered by analytics-recipe-design, analytics-dataflow-development, and analytics-dataset-management.
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 r00-alirezarezvani-claude-code-skill-factory--ecommerce, databricks-genie, r00-alirezarezvani-claude-code-skill-factory--datascience. 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.