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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caixinyu2017-star Bundle Cyber Ppt 2当用户需要把 DOCX、PDF、TXT、XLSX、研究报告、业务材料或原始数据转成高密度、可编辑、咨询风格 PPTX 时使用;也适用于需要 SCR 论证、视觉风格探索、详细图表和渲染质检的 PPT。
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caixinyu2017-star Bundle Light File Reading 2强大地读文件并学习——Word、PDF、PPTX、Excel、CSV、图片、视频、代码、压缩包等。当用户提供任何文件、问"这个文件讲了什么"、或任务需要理解已有材料时使用(常驻,自动触发)。不只提取文字,而是理解结构、逻辑、图表、数据、实验结果、格式要求、章节关系、视觉风格、隐含要求与可复用内容,并转化为可执行任务。
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cslawyer1985 Skill Litigation Docs Generator 3民商事诉讼文书成套生成技能(诉状文本生成)。当用户要求起草民事起诉状、生成诉讼文书材料、准备立案材料时触发。自动生成8份配套文书:民事起诉状、诉讼保全申请书、担保书、授权委托书、法定代表人身份证明(仅原告为公司时)、律师接待笔录、利息损失计算表(Excel)、委托代理合同。核心流程:收集信息→法律检索(元典/北大法宝)→强制加载全部模板→逐份按模板生成。所有文书严格由 references/ 下的模板驱动,禁止自由发挥。支持华宇元典、北大法宝等专业法律数据库进行法规和类案检索;当事人任一方为企业时自动检索补全公司信息。推荐使用 DeepSeek 模型以获得最佳法律文书撰写效果。
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ferroxlabs Skill Ecommerce Advisor 2E-commerce strategy covering platform selection, product listing optimization, conversion rate optimization, cart abandonment strategies, payment processing, shipping, inventory management, customer retention, and analytics KPIs. Use when the user asks about ecommerce advisor or needs help with related topics. Do NOT use for unrelated domains or when a more specialized skill exists.
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caixinyu2017-star Bundle Light Tool Selection 2工具选择与多工具协同。根据任务自动判断适合用什么工具——搜索、Python、R、MATLAB、LaTeX、Word、Excel、PowerPoint、Visio、Origin、数据库、Git、前端/后端框架、绘图工具、文献管理工具等(常驻,所有任务后台生效)。不盲目用工具,而是按实际任务选最高效、最稳定、最专业的实现方式。
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painhardcore Bundle Why 2Use for 'why does X work this way', 'why we picked Y', design rationale, regressions, postmortems, or data-backed thresholds. Discovers available MCPs and queries each evidence category (source control, issue tracker, long-form docs, real-time chat, infrastructure observability, error tracking, product analytics warehouse) in parallel, then returns a cited read on decisions and tradeoffs. Use how for runtime behavior.
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imbue-ai Skill Show Files In Chat 2Show a file to the user in chat. Display an image inline (chart, plot, screenshot, diagram, rendered figure, photo), or offer any other file (PDF, CSV, log, zip, spreadsheet, ...) as a download link. Use whenever you have a file on disk you want the user to see or download, or want to embed an image from a public URL.
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lingxling Bundle Huggingface Datasets 2Use this skill for Hugging Face Dataset Viewer API workflows that fetch subset/split metadata, paginate rows, search text, apply filters, download parquet URLs, and read size or statistics.
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lingxling Bundle Optimize For Gpu 2GPU-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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anantha-236 Skill Django Security 2Django 安全最佳实践、认证、授权、CSRF 防护、SQL 注入预防、XSS 预防和安全部署配置。
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nesszer Skill Linear Export 2Export Linear data to CSV, Markdown, or JSON. Use when exporting issues or projects.
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nesszer Skill Linear Import 2Import issues from CSV or JSON files. Use when bulk-creating issues from external data.
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nesszer Skill Linear Sprint 2Sprint planning and analytics - status, progress, burndown, velocity, carry-over. Use when managing sprints.
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ruan-cat Bundle Cloudbase Document Database Web Sdk 2Use CloudBase document database Web SDK only for confirmed NoSQL collection work. Query, create, update, and delete document data; if the task mentions PostgreSQL / CloudBase PG / app.rdb(), route to postgresql-development instead.
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ruan-cat Bundle Cloudbase Document Database In Wechat Miniprogram 2Use 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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doccker Bundle API Design Safety 2当设计或修改 REST API 响应结构、处理 API 返回值,或生成 Excel/CSV/PDF/对账文件等下游产物时触发。防止 API 设计缺陷导致的字段错位、类型歧义,以及生成产物时关键字段缺失但静默成功的问题。
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doccker Bundle Streaming Export Safety 2当代码涉及 Excel/CSV/JSON/PDF 大文件导出、批量序列化、内存里构建大对象时触发。防止 OOM、临时文件残留、同步导出阻塞 HTTP 线程等内存安全陷阱。
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getaero-io Bundle Deepline Monitors 2ACCESS-GATED beta. Deepline Monitors are provider event feeds (job posts, email replies, funding, intent) that stream into your warehouse and trigger plays. Only use if you have monitor access: run `deepline monitors status` first; if it reports no access, do NOT use this recipe — tell the user to contact the Deepline team.
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getaero-io Bundle Deepline Plays Review 2Use this skill when a human needs to review a Deepline Play result and hand feedback, labels, or approval back to the agent for revision, evaluation, comparison, or bounded iteration. Triggers on “put this run in a Sheet,” “review these results,” “read my feedback,” “make this a standing rule,” “never regress on this case,” “compare these runs,” “keep improving,” or “add the revised run to the same spreadsheet.” Skip ordinary Play authoring or execution with no human review loop, generic spreadsheet work, and one-off CSV export.
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frdel Skill Calc Spreadsheets 2Create, open or edit Calc spreadsheets: ODS default; XLSX for Excel compatibility.
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tekliner Skill SQL Import 2SQL import workflow - connect to MySQL/Postgres/MSSQL, pick a table or write a custom query, discover schema, preview rows, and create a scheduled extract
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tekliner Bundle Notebook Editor 2Edit and run notebook/recipe cells with SQL, union, join operations
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tekliner Skill Flat Data File Import 2File import workflow - upload CSV/Excel/TSV files, set up email-based, managed SFTP, or managed S3 file import into Improvado
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ruan-cat Skill Relational Database MCP Cloudbase 2This is the required documentation for agents operating on the CloudBase Relational Database through MCP. It defines the canonical SQL management flow with `queryMysqlDatabase`, `manageMysqlDatabase`, `queryPermissions`, and `managePermissions`, including MySQL provisioning, destroy flow, async status checks, safe query execution, schema initialization, and permission updates.
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stevengonsalvez Skill Ainb Fleet Cost 2Show fleet spend — per-session, per-model, per-day, and per-group USD cost rollups for every claude/codex session, sourced live from ainb's burndown analytics (which already prices every provider call). Use when you need spend visibility across a multi-session fleet, want to find the most expensive session/model, or are checking whether any session/group has crossed a configured budget cap. Budget breaches are also delivered as notifyd alerts. Default output: text tables. Pass --format json for LLM consumption.
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skillsdirectory Bundle SQL Query Expert 2Write optimized SQL queries with joins, CTEs, window functions, and performance tuning. Based on Anthropic's Claude Cookbooks.
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ooooooooooooooooooop Bundle Weekly Work Summary 2按中国上海时间和中国实际工作日,从 C:\Desktop\日报 的三人日报生成固定四列表格,并覆盖保存到 C:\Desktop\共享;用于本周工作汇总、三人日报汇总和工作总结 Excel。
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jimmc414 Bundle Clinical Decision Support 2Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses (biomarker-stratified with outcomes) and treatment recommendation reports (evidence-based guidelines with decision algorithms). Supports GRADE evidence grading, statistical analysis (hazard ratios, survival curves, waterfall plots), biomarker integration, and regulatory compliance. Outputs publication-ready LaTeX/PDF format optimized for drug development, clinical research, and evidence synthesis.
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aws-samples Skill Map Parse Framework 2Parse a customer-provided control framework file (xlsx/json/md) into normalized framework_objectives[]. Produces map-framework-parsed.json consumed by map-assemble. Supports CCMv4, NIST 800-53, CIS Benchmarks, ISO 27001.
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az9713 Skill Test Security 2Run OWASP+ security vulnerability testing on a URL. Use when user wants to test security, find XSS, SQL injection, check headers, CSRF, authentication security, or data exposure.
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deagentic Bundle Database Expert 2Use when data models, queries, migrations, schema design, ORM usage, indexing, or storage architecture decisions need review. Invoke for any SQL, NoSQL, time-series, or search database work.
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c0x12c Bundle Database Table Creator 2Creates database table with full Kotlin synchronization (SQL migration → Table → Entity → Repository → Tests). Use when adding new database tables or entities.
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ekkolearnai Bundle XLSX 2Create, inspect, edit, restructure, recalculate, convert, and visually verify Excel .xlsx workbooks and CSV data.
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jarredkenny Skill XLSX 2xlsx
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tencentcloudbase Bundle Cloudbase Document Database Web Sdk 4Use CloudBase document database Web SDK to query, create, update, and delete data. Supports complex queries, pagination, aggregation, realtime, and geolocation queries.
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mediar-ai Bundle Claude Usage Calc 2Calculate Claude Code token consumption, message counts, and list-price cost from local JSONL transcript logs. Use when the user asks "how many tokens / prompts / messages did I use", "what's my Claude cost", "usage in last N days", or anything about local Claude Code usage analytics.
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 cyber-ppt, light-file-reading, litigation-docs-generator. 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.