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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clockworklabs Skill MCPOperate a running SpacetimeDB database through MCP tools rather than the CLI - list databases, read schemas, run SQL, and call reducers. Use when the client exposes spacetimedb MCP tools and the task is to inspect or change data in a live database.
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haifai-ai Bundle Excel AnalysisBuild polished Excel analysis workbooks by writing Python (openpyxl, pandas) and running it — live formulas that still preview with real numbers, native charts, real Excel Tables, number formats, a summary sheet with findings. Use whenever the user shares a spreadsheet or asks to analyze, summarize, or present numbers in Excel.
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lazily01 Bundle TinybirdTinybird file formats, SQL rules, optimization patterns, and best practices for datasources, pipes, endpoints, and materialized views.
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paolaoshi Bundle Manga Drama GeneratorAI漫剧全流程一键生成技能。将小说内容转化为AI动漫短剧制作所需的全套素材, 包括专业剧本、人物设定(信息提取+小传+视觉关键词+三视图提示词)、 场景设定(提取+场景提示词)、分镜脚本(拆分+首帧/尾帧/视频提示词)、 以及最终三张标准化Excel表格输出。 当用户需要将小说转化为漫剧/动漫短剧、需要生成分镜脚本、 需要生成AI绘图提示词、或提及"漫剧生成"、"小说转动漫"、"AI短剧"时, 应使用此技能。
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xiaoyuge886 Skill Smart Query Analyzer智能问数分析专家,深度理解业务问题,自动生成SQL查询,执行数据检索,生成可视化图表,并提供深度数据分析。
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xiaoyuge886 Bundle Investment Due Diligence Report投资尽调报告专业生成工具。当用户需要撰写投资尽调报告、尽职调查报告、投资分析报告时使用此skill。支持处理Excel财务数据、PDF文档等多种格式数据源,自动生成包含执行摘要、业务分析、财务分析、风险提示、投资建议等核心章节的专业报告。无论用户明确要求"写报告"还是提到"分析投资标的"、"评估项目"、"做DD"等相关需求时,都应使用此skill。
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rm2thaddeus Bundle Dev Graph ExportsExport Dev Graph UI assets and dashboard data. Use when the user asks for structure SVG exports, timeline SVG/MP4 exports, per-commit SVGs, sprint-linked visuals, or dashboard/analytics JSON from the Dev Graph API.
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andersonlin4 Bundle Absorber Surrogate Design超材料吸波体机器学习代理建模与逆向设计 Skill,用于推进用户大创项目(comsol+ai+超吸波体)——包括代理模型搭建与训练、CST 数据到 CSV 的格式对接、全局寻优,以及规划中的逆向设计程序开发。当用户需要继续开发、答疑、复现或扩展该吸波体代理建模/逆向设计工程时使用。
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aysnc-labs Bundle Angora ImportBulk-import structured data (CSV or JSON) from `inbox/` into existing database tables — maps fields to columns, validates against the Drizzle schema, inserts within a transaction. Trigger whenever the user wants to load, import, pull, or ingest a data file from inbox into an existing table. Phrases like 'import speakers.json from inbox', 'pull team.csv into team_members', 'load testimonials.csv', 'ingest the events in inbox', 'bulk load faqs.csv' all trigger this. Do NOT use for seeding a handful of test rows (→ angora-data), designing new tables (→ angora-schema), or processing images (→ angora-media).
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achrefchatcount Bundle Controle Gestion ComptaSkill expert en comptabilité française et contrôle de gestion. À utiliser dès qu'un fichier de factures, balance, grand-livre, export Sage/EBP/Cegid/Quadratus/ACD ou tout autre export comptable FR est mentionné. Calcule automatiquement marges, DSO, balance âgée, SIG (marge commerciale, VA, EBE, BFR), écarts budgétaires et tout indicateur financier HT/TTC. Produit des livrables chat (Méthode/Tableau/Interprétation), Excel, PDF ou Word sur demande. Se déclenche aussi sur : "montants en €", "impayés", "retard de paiement", "marge", "marque", "budget vs réel", "reporting financier", "tableau de bord comptable", "balance âgée". NE PAS utiliser pour : fiscalité personnelle, conseil en investissement, code sans dimension comptable.
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genlayerlabs Skill Studio DBQuery Studio deployment PostgreSQL databases for transaction debugging and analytics
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lichamnesia Bundle Google AnalyticsAnalyze Google Analytics 4 data — review website performance, identify traffic patterns, diagnose high-bounce pages, compare time periods, and suggest data-driven improvements. Use when the user asks about analytics, website metrics, traffic analysis, conversion rates, user behavior, or performance optimization.
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pkc278 Skill Database OperationUse this skill when you need to execute SQL against the MoviePilot database. This skill guides you through connecting to the database and executing SQL statements. The database type (SQLite or PostgreSQL) and connection details are provided in the system prompt <system_info>. Applicable scenarios include: 1) The user asks about data statistics, counts, or aggregations that existing tools don't cover; 2) The user wants to inspect, modify, or fix raw database records; 3) The user asks to clean up data, update records, or perform database maintenance; 4) The user asks questions like "how many downloads", "show me site stats", "delete old records", etc.
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radimsem Skill Add ParserUse when adding a new file format to remindb's parser package — symptoms include "support .toml/.csv/.xml files", "ingest a new file type", "register an extension in ParseBytes", "wire up a new ContextNode source", or any task that touches `pkg/parser/` to extend supported source formats.
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radimsem Skill Add Store QueryUse when adding or modifying a SQL query against the SQLite store — symptoms include "add a method to *Store", "new column on nodes", "expose X via the store", "add an index", "support a new lookup", "write a migration", or any change to `pkg/store/queries.go`, `pkg/store/*.go` methods, or `migrations/`. Covers both the read/write method workflow and the schema-migration workflow with FTS5 trigger sync.
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samihalawa Skill Excel Live ControlControl an open or active Microsoft Excel workbook through the ChatGPT add-in or connected session. Use when the user tags the Microsoft Excel app in Codex or follows up on an established live Excel task. Do not use for standalone spreadsheet files or Google Sheets.
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tencentcloud Bundle Tencentcloud Ocr Recognizetableaccurate腾讯云表格识别v3(RecognizeTableAccurateOCR)接口调用技能。当用户需要从表格图片或PDF中识别常规表格、无线表格、多表格的内容,提取每个单元格的文字信息,或将表格图片识别结果导出为Excel文件时,应使用此技能。支持中英文表格图片、旋转表格图片、嵌套表格图片等复杂场景,识别效果优于表格识别V2。
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volcengine Bundle Standardize Chemical Structures离线批量解析、标准化、去盐、提取 parent、检查异常并按原始/标准化/parent 结构分组。用于清洗 SMILES、CSV、SDF、MolBlock,检查价态/立体化学/混合物,或为描述符、相似性检索和建模准备结构数据。
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kevintsai1202 Skill Course Content AuthoringUse this skill when an outline exists and you need to fill in the actual teaching content — lecture notes, sample materials (CSV / YAML / MD samples), quiz items, and any course-specific artifacts like prompt templates or worksheets. Triggers on phrases like "寫講義", "補素材", "出測驗題", "提示詞範本", "撰寫課程內容", "lecture notes", "course material", "quiz questions", "quiz authoring", "prompt templates". Always invoke AFTER `course-outline-design` is stable, BEFORE `static-spa-conversion`. This skill produces only the raw `.md`/`.csv`/`.yaml` artifacts — turning them into a website is the next stage's job.
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khangnhoang Bundle Supabase Safe MigrationRepository-specific workflow for Supabase/PostgreSQL changes, including migrations, tables, columns, constraints, indexes, RLS, RPC, triggers, SQL helpers, seed data, Storage policies, integration tests, race conditions, and database-dependent business behavior. Use before changing or relying on database behavior.
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luisdomarco Skill Ski Help RouterRenders a context-aware menu of next actions based on the current project phase, Memory state, and active layers. Reads repository/entities-registry.csv and menus.csv to compose options, filtering out any that require a layer not currently enabled. Use when the user invokes /help, asks "what can I do now?", or seems lost during a workflow phase.
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yurake Skill Python BackendPython backend developer for FastAPI, Django, Flask APIs with SQLAlchemy, Django ORM, Pydantic validation. Implements REST APIs, async operations, database integration, authentication, data processing with pandas/numpy, machine learning integration, background tasks with Celery, API documentation with OpenAPI/Swagger. Activates for Python, Python backend, FastAPI, Django, Flask, SQLAlchemy, Django ORM, Pydantic, async Python, asyncio, uvicorn, REST API Python, authentication Python, pandas, numpy, data processing, machine learning, ML API, Celery, Redis Python, PostgreSQL Python, MongoDB Python, type hints, Python typing.
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terryzhang95 Bundle Publication Chart SkillThis skill should be used when the user asks for a publication-quality scientific figure or table, wants help choosing the right chart for results, needs a paper-ready pubfig or pubtab workflow, wants a figure + companion table for a results section, wants an Excel sheet turned into publication-ready LaTeX, or wants an existing scientific figure/table reviewed and upgraded.
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kong Skill Volcano DatabaseUse whenever a Volcano app stores or persists data, including CRUD, records, per-user data, migrations, RLS, todos, chat messages, polls, analytics, counters, click tracking, CMS content, feature flags, and leaderboards.
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crowd9 Bundle Giveaway Random DrawRun or plan a provably fair random draw for a giveaway: commit to the entrant list and rules before the seed exists, take the seed from a public randomness beacon (drand or NIST) or a published value, pick winners from a list, CSV, spreadsheet or comment export with deduplication, exclusions, entry weights, tiers and backups, and produce an audit record anyone can verify. Use when the user asks 'pick a winner', 'draw the winner', 'random winner from this list', 'choose 3 winners from these comments', 'how do I prove the draw was fair', 'redraw', 'backup winners', 'weighted draw', or pastes a list of entrants. Platform-neutral. For deciding how many winners and the terms see giveaway-winner-structure.
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eliasali0720 Bundle Hipaa Code ReviewReviews code, diffs, and infrastructure-as-code for HIPAA violations — PHI in logs and URLs, non-BAA analytics and crash SDKs, missing encryption, weak access control and audit logging — and ships a runnable PHI scanner script. Use when asked to review code for HIPAA, scan for PHI, check a diff for PHI leaks, audit a healthcare codebase, or verify a health app's code before release.
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eliasali0720 Bundle Hipaa DeidentificationSelects and executes the correct HIPAA de-identification path — Safe Harbor's 18 identifiers, Expert Determination, or a limited data set under a DUA — and flags residual re-identification risk in the LLM era. Use when someone asks to de-identify or anonymize patient data, mentions de-identification, Safe Harbor, Expert Determination, the 18 identifiers, or a limited data set, or wants test data from production, analytics exports, or AI training corpora built from PHI.
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eliasali0720 Bundle Hipaa Website ComplianceAudits and remediates healthcare websites for HIPAA and state privacy-law exposure — tracking pixels and analytics (Meta pixel, Google Analytics on a health site), web forms, patient portals, cookie consent, HIPAA hosting, and NPP posting — with exact citations, tool-by-tool BAA verdicts, and prioritized fixes. Use when someone mentions a healthcare website, tracking pixel, Meta pixel, GA4 on a hospital or clinic site, patient portal, web form, cookie banner or consent, HIPAA hosting, or a website tracker audit.
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sdwurg180507280211 Bundle Wechat IOS Shortcuts将微信公众号主页或文章 URL 批量生成 iPhone/iPad 可手动安装的 Web Clip 配置描述文件(.mobileconfig),让公众号名称以主屏幕图标形式出现。可直接读取 wechat-account-bookmarks 输出的 wechat_accounts.csv,也可读取普通 CSV/XLSX;适用于“iPhone 批量创建公众号桌面图标”“把公众号文章放到 iOS 主屏幕”“生成微信 Web Clip 配置描述文件”等任务。不控制微信 App、不绕过 iOS 权限、不自动安装描述文件。
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sdwurg180507280211 Bundle Wechat Account Bookmarks批量把微信公众号名称、历史文章 URL 或已知 biz 转换为可直接导入 Edge/Chrome 的公众号主页或文章书签。优先复用 freestylefly 的 wechat-article-archive-skill 与 wechat-article-extractor-skill,不重复实现微信搜索、文章历史和复杂页面解析。适用于“恢复微信公众号浏览器快捷方式”“Excel 批量生成公众号书签”“公众号名称跳转主页或文章”等任务;不用于 Android ADB 桌面图标自动化,不绕过登录、验证码或微信风控。
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tangcent Skill Audit SQLPerform a production-readiness SQL audit on MyBatis mapper XML files. Use when reviewing SQL queries, auditing database performance, checking index usage, analyzing locking risks, or reviewing mapper XML files for a Java/MyBatis project.
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tangcent Bundle Mysql CLIQuery, modify, and inspect MySQL databases via mysql-cli, a smart wrapper that supports multiple instances, auto-routes by table name, caches metadata, and executes .sql files. Use when the user asks to query MySQL, modify tables/data, check schemas, run SQL files, or verify database content.
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shandar Skill Pwp Security AuditSecurity review protocol — systematic checks for common vulnerabilities and security hygiene. Use this skill whenever the user asks about security, wants a security audit, mentions vulnerabilities, OWASP, XSS, SQL injection, authentication issues, or secrets management. Also use when they say 'is this secure', 'check for vulnerabilities', 'security review', 'audit this for security', or 'are there any security issues'. Covers secrets, input validation, auth, authorization, data protection, dependencies, and error handling.
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simongonzalezdc Skill Control MoneyRun cash, receivables, payables, invoicing, payroll coverage, bookkeeping, close, and margins without QuickBooks. Works from bank/POS CSV exports on day one. Use for any money question.
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upsolve-labs Skill Dstack ComparePeriod-over-period or cohort comparison. Use to understand what changed between two time periods, groups, or experiments. Breaks down the delta by key dimensions to find where the difference comes from. Trigger phrases: "last week vs prior week", "before vs after launch", "compare these two groups", "A/B results", "what changed?", "why is X different?".
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zhonghao1995 Skill Mike RainTurn a timestamped rainfall CSV (design storm, gauge record, climate-scenario series) into a MIKE+ rainfall .dfs0 via the mike-plus MCP server, verified by read-back, ready to drive a model's rainfall boundary or to sit on top of a hydrograph figure. Use when the user brings rain as CSV or asks to run a model with a different storm. No license required (writing the file); wiring it into the model needs one.
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 mcp, excel-analysis, tinybird. 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.