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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jesusgarciafernandez Bundle Business Intelligence Operativo Operational Excellence Kpi CEl Business Intelligence para Operaciones (v2.0) es la competencia de transformar flujos de datos operativos en insights accionables. No es solo "hacer reportes"; es Ingeniería del Control del Negocio. Úsala para tareas de Datos y Analítica: operational-bi, business-intelligence, kpi-management, real-time-analytics, process-excellence, ops-dashboards.
- jesusgarciafernandez Bundle Inteligencia De Negocios Y Analitica Estrategica Bi Ops
La Inteligencia de Negocios e BI Ops (v2.0) es la competencia de "Dominar la arquitectura de la verdad para garantizar la solvencia y el éxito de Jesús García Fernández". Úsala para tareas de Investigación e Inteligencia de Negocio: business-intelligence, bi-ops, dashboards, kpi-management, data-warehousing, etl.
- jesusgarciafernandez Bundle Estrategia De Product Analytics Y Metricas De Negocio Behavi
La Estrategia de Product Analytics es la capacidad técnica de recolectar, estructurar e interpretar datos de comportamiento digital para optimizar el ciclo de vida del producto. No es solo "mirar paneles"; es Ingeniería del Aprendizaje de Negocio. Úsala para tareas de Estrategia y Operaciones: product-analytics, business-metrics, kpis, behavioral-data, amplitude, mixpanel.
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lgrappag Skill Analytics IntegrationIntegrate analytics systems for data collection and analysis
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whyzsm Bundle Taobao Product Research淘宝产品调研和数据采集工具。用于采集淘宝商品信息，包括主图、标题、价格、销量、评价数、店铺等，并生成包含图片的Excel报告。使用场景：(1) 市场调研和竞品分析，(2) 产品价格监控，(3) 销量数据统计，(4) 产品信息批量采集。当用户需要采集淘宝产品数据、进行电商调研、获取商品信息时触发此Skill。
- whyzsm Bundle User Behavior Analytics
电商用户行为分析 - 活跃度趋势追踪与可视化图表生成
- whyzsm Bundle Data Analysis Expert Team
数据分析专家。用于支持 Excel 电子表格的创建、编辑、分析、公式计算、格式化和数据可视化。来源于 WorkBuddy 数据智能卡片，并转换为 Codex 可安装的专家入口格式。
- whyzsm Bundle Stock Strategy Backtester
Backtest stock trading strategies on historical OHLCV data and report win rate, return, CAGR, drawdown, Sharpe ratio, and trade logs. Use when evaluating or comparing strategy rules (SMA crossover, RSI mean reversion, breakout), quantifying transaction-cost impact, tuning parameters, or generating performance summaries from CSV data. Trigger for requests like "回测股票策略胜率", "测收益率", "compare two strategy backtests", and "build a strategy report from historical prices".
- whyzsm Bundle Data Exploration Expert Team
数据探索专家。用于支持 SQL 查询、数据探索、可视化、仪表板构建和洞察生成。来源于 WorkBuddy 数据智能卡片，并转换为 Codex 可安装的专家入口格式。
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ndpvt-web Skill Birdturk Adaptation Bird Text To SQLAdapt Text-to-SQL systems and benchmarks for non-English, morphologically rich languages using controlled translation pipelines and agentic multi-stage reasoning. Triggers: 'translate SQL benchmark to Turkish', 'cross-lingual text-to-SQL', 'adapt BIRD dataset to another language', 'build multilingual SQL generation', 'text-to-SQL for low-resource language', 'non-English database querying'
- ndpvt-web Skill Decoupling Skeleton Flesh Multimodal
Disentangled structure-content reasoning for table images and structured data. Separates table skeleton (layout/structure) from flesh (cell content) to answer questions accurately. Use when: 'analyze this table image', 'answer questions about this spreadsheet screenshot', 'extract data from this table photo', 'reason over this financial table', 'compare values in this table image', 'what does this table show'.
- ndpvt-web Skill Entworld Holistic Environment Benchmark
Build verifiable enterprise GUI agent benchmarks using schema-grounded task generation and SQL-based deterministic verification. Use when: 'generate enterprise test tasks from a database schema', 'build SQL verification for GUI agent tasks', 'create benchmark for CRM/ERP/ITIL agents', 'reverse-engineer business logic from DB schema', 'validate agent actions with database state checks', 'set up dockerized enterprise benchmark environments'.
- whyzsm Bundle Riskofficer
Portfolio risk management and analytics. Use when user asks to calculate VaR, run Monte Carlo, stress test, optimize with Risk Parity / Calmar / Black-Litterman, run pre-trade check, check sector concentration, manage portfolios, or analyze cross-portfolio correlation. Also covers ticker search, broker sync, batch portfolio creation, and portfolio comparison.
- whyzsm Bundle Smart Charts
Intelligent chart generation and data analysis skill. Reads user-supplied data files (CSV/Excel/JSON), analyzes data characteristics with LLM assistance, auto-recommends and generates interactive ECharts visualizations.
- whyzsm Bundle Biostatistics
Biostatistics & Computational Analytics Skill. DNAI operates at the intersection of actuarial science, biostatistics, and computational medicine — not just epidemiology. - **Stochastic processes**: Markov chains, stochastic differential equations (SDE), diffusion models for disease progression - **Chaos theory in clinical modeling**: Lyapunov exponents, strange attractors, bifurcation analysis in immune system dynamics - **Propensity models via chaotic frameworks**: propensity score matching/weighting enhanced with non-linear dynamics, sensitivity to initial conditions, chaotic trajectory analysis for treatment response prediction
- whyzsm Bundle Paper Analyzer
学术论文结构化阅读、拆解与分析工具。基于12个阅读要素（研究背景、研究问题、研究结论、文献综合、文献批评、研究方法、理论视角与理论框架、一致性发现、不一致性发现、研究贡献、研究不足、未来研究展望）对论文进行深度拆解，结果保存为Excel文件。当用户提到需要针对论文/文献/paper进行拆解、解析、分析、阅读、梳理，并上传或告知一篇或多篇论文的本地文件路径（PDF、Word等）时触发此skill。
- whyzsm Bundle Apiclaw Analysis
Amazon product research and seller analytics for FBA and FBM businesses. Find winning products with 14 selection strategies, track competitors, monitor BSR trends, analyze reviews, estimate monthly sales, optimize listings, and assess market opportunities. Real-time ASIN lookup with 200M+ product database. Amazon seller tools, niche research, keyword analysis, pricing strategy, and category insights powered by APIClaw API. Use when user asks about: Amazon product selection, finding products to sell, ASIN lookup, BSR analysis, competitor tracking, market opportunity, risk assessment, FBA research, review analysis, or listing optimization. Requires APICLAW_API_KEY.
- whyzsm Bundle Tencent Cos Skill
腾讯云对象存储(COS)和数据万象(CI)集成技能。覆盖文件存储管理、AI处理和知识库三大核心场景。 存储场景：上传文件到云端、下载云端文件、批量管理存储桶文件、获取文件签名链接分享、查看文件元信息。 图片处理场景：图片质量评估打分、AI超分辨率放大、AI智能裁剪、二维码/条形码识别、添加文字水印、获取图片EXIF信息、 缩放、裁剪、旋转、格式转换。 文档处理场景：Word/Excel/PPT等办公文档转PDF、文档预览。 媒体处理场景：视频智能封面提取、视频转码、视频截帧、获取媒体信息。 内容审核场景：图片/视频/音频/文本/文档内容审核，检测违规内容。 智能语音场景：语音识别（音频转文字）、语音合成（文字转语音）、音频降噪、人声分离。 文件处理场景：文件哈希计算、文件压缩打包、文件解压。 内容识别场景：图片标签识别、OCR文字识别。 知识库场景：一键创建知识库、上传文档到知识库、从知识库检索内容片段。 智能检索场景：MetaInsight以图搜图、以文搜图、人脸搜索、元数据检索、多模态文档检索。 当用户提到以下关键词或口语化表述时应触发此技能： 上传到COS、腾讯云存储、对象存储、云存储、存储桶、Bucket、 图片处理、图片压缩、图片放大、超分辨率、抠图、裁剪、二维码识别、水印、 文档转换、转PDF、视频封面、智能封面、以图搜图、图片搜索、MetaInsight、 COS上传、COS下载、签名URL、腾讯云文件、数据万象、CI处理、 内容审核、图片审核、视频审核、文本审核、语音识别、语音合成、降噪、人声分离、 OCR、文字识别、图片标签、 创建知识库、建一个知识库、上传到知识库、往知识库里加文件、查询知识库、 从知识库找、搜索知识库、知识库检索、文档检索、文档搜索。 即使用户没有明确提到COS或腾讯云，只要涉及"把文件传到云上"、"生成下载链接"、 "处理云端图片"、"帮我建个知识库"、"把文档放进知识库"、"从知识库里搜一下"、 "加密COS凭证"、"COS密钥不安全"、"加密一下COS密钥"、"保护COS密钥"等意图，也应该触发此技能。
- whyzsm Bundle Data Engineer Team
数据工程师。用于构建高效可靠的数据管道和 ETL 流程，让数据从源头到洞察畅通无阻。来源于 WorkBuddy 数据智能卡片，并转换为 Codex 可安装的专家入口格式。
- whyzsm Bundle Data Huashu Local Analysis Team
花叔数据分析专家团。用于「一人公司」本地数据分析专家团。一份 Excel 进，趋势、结构、异常三专家并行分析，交付网页、Excel、PPT 三类成果。来源于 WorkBuddy 数据智能卡片，并转换为 Codex 可安装的专家团入口格式。
- whyzsm Bundle Data Intelligence Analysis Team
智数分析专家团。用于6人AI数据分析团队，擅长自然语言转SQL、Python建模、RAG知识问答、仪表盘可视化与报告生成。来源于 WorkBuddy 数据智能卡片，并转换为 Codex 可安装的专家团入口格式。
- whyzsm Bundle Project Document Processor Team
文档处理专家。用于处理 Excel、Word、PowerPoint 和 PDF 文件的创建、编辑与转换。来源于 WorkBuddy 项目质量卡片，并转换为 Codex 可安装的专家入口格式。
- whyzsm Bundle Relational Database MCP Cloudbase
This is the required documentation for agents operating on the CloudBase Relational Database through MCP. It defines the canonical SQL management flow with `querySqlDatabase`, `manageSqlDatabase`, `queryPermissions`, and `managePermissions`, including MySQL provisioning, destroy flow, async status checks, safe query execution, schema initialization, and permission updates.
- whyzsm Bundle Cloudbase Document Database In Wechat Miniprogram
Use CloudBase document database WeChat MiniProgram SDK to query, create, update, and delete data. Supports complex queries, pagination, aggregation, and geolocation queries.
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wenjunduan Bundle DB Schema GenUse when a business feature needs database design artifacts in an existing scaffold. Reads the project's Convention Pack for naming, audit fields, tenancy, data-permission, migration, and validation rules, then produces two linked artifacts: a semantic table-design document and executable DDL SQL. It does not guess database engines, schemas, or migration commands.
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vivy-yi Skill Entity Compliance公司合规追踪——初始化、报告即将到期的备案、更新状态、执行健康审计、导出CSV。 根据公司类型和管辖机关计算备案截止日期，显示未来30/60/90天到期的事项。 适用情形：用户说"公司合规"、"备案截止日"、"工商年报"、"公司状态"、 "有什么要到期了"、"公司健康检查"。
- lgrappag Skill Analytics User Segmentation
Segment players into cohorts for analysis
- lgrappag Skill Analytics Funnel Attribution
Track acquisition and retention funnels for skill usage and workflow completion
- lgrappag Skill Networking Analytics Tracking
Track player behavior and game metrics for analytics
- lgrappag Skill Analytics Privacy Anonymization
Anonymize analytics data to protect player privacy
- jesusgarciafernandez Bundle Mapeo Espacial Integrado De Almacen Y Slotting Warehouse Map
El Mapeo Espacial Integrado de Almacén y Slotting (v2.0) es la competencia de "Diseñar la geografía del éxito operativo dentro de cuatro paredes de Jesús García Fernández". Úsala para tareas de Logística y Operaciones Físicas: warehouse-mapping, slotting, warehouse-optimization, layouts, spatial-efficiency, logistics-design.
- jesusgarciafernandez Bundle Gestion De Bases De Datos SQL Y Modelado Relacional SQL Ops
La Gestión de Bases de Datos SQL y Modelado Relacional (v2.0) es la competencia de "Gobernar el mundo de los datos tabulares". Úsala para tareas de Desarrollo y Tecnología: sql, postgresql, mysql, database-administration, data-modeling, relational-schema.
- jesusgarciafernandez Bundle Analisis De Sentimiento Social Social Listening Real Time Re
El Análisis de Sentimiento Social (v2.0) es la evolución del Social Listening tradicional hacia la Inteligencia de Reputación Dinámica. No es solo "ver qué dicen de nosotros"; es Ingeniería de la Percepción Digital. Úsala para tareas de Atención al Cliente: social-listening, brand-health, reputation-management, viral-sentiment, social-media-analytics, nlp.
- jesusgarciafernandez Bundle Toma De Decisiones Basada En Datos Data Driven Leadership Ev
La Toma de Decisiones Basada en Datos (v2.0) es la competencia de utilizar métricas y hechos analíticos para guiar la estrategia operativa. No es solo "mirar un Excel"; es Ingeniería del Criterio Corporativo. Úsala para tareas de Datos y Analítica: data-driven-decisions, business-intelligence, strategic-analytics, kpi-management, evidence-based-management, data-storytelling.
- jesusgarciafernandez Bundle Analisis De Grafos Y Redes Network Analysis Graph Intelligen
El Análisis de Grafos y Redes (v2.0) es la competencia de estudiar sistemas representados como Nodos (entidades) y Aristas (conexiones). No es solo "hacer un mapa de puntos"; es Ingeniería de la Inteligencia Relacional. Úsala para tareas de Datos y Analítica: graph-analytics, network-science, relationship-intelligence, centrality-metrics, community-detection, graph-databases.
- ndpvt-web Skill Multivis Agent Multi Agent Framework Logic
Build reliable multi-agent data visualization pipelines with logic rule constraints. Use when: 'generate a chart from this database', 'create a visualization matching this reference image', 'refine this chart based on feedback', 'build a multi-agent visualization system', 'convert this matplotlib code to altair', 'visualize SQL query results with style references'.
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 business-intelligence-operativo-operational-excellence-kpi-contr, inteligencia-de-negocios-y-analitica-estrategica-bi-ops, estrategia-de-product-analytics-y-metricas-de-negocio-behavioral. 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.