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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duck4nh Skill Vibecode DashboardDashboard template using the Partnership model. AI proposes complete data visualization architecture based on best practices (stat cards, charts, data tables), then you provide context about your data and metrics. Perfect for admin panels, analytics dashboards, monitoring systems.
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anthropics-claude-for-legal Skill Semester HandoffEnd-of-semester case handoff memos — the mirror of /ramp. Produces per-case transition memos and a cohort summary so the departing cohort hands work to the incoming cohort cleanly. Reads deadlines, client-comms, and case history. Use when the professor or departing students need to wrap up the semester, build transition memos, or offboard a graduating/withdrawing student.
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anthropics-claude-for-legal Bundle Tabular ReviewTabular review — one row per document, one column per data point, every cell cited to source. Built for M&A diligence ("review these 200 target contracts for change-of-control, assignment, and MAC clauses") but works for any batch review that needs a spreadsheet out the other end. Use when user says "tabular review", "review grid", "build a grid", "extract these fields from these contracts", "review these documents for X, Y, Z", "give me a spreadsheet of", "batch review", or points at a folder of documents and asks to compare them.
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anthropics-claude-for-legal Skill Entity ComplianceEntity compliance tracker — initialize, report upcoming deadlines, update status, run health audit, export to CSV. Maintains a compliance-tracker.yaml built from the entity table, calculates filing deadlines by entity and jurisdiction, and surfaces what's due in the next 30/60/90 days. Use when user says "entity compliance", "filing deadlines", "annual reports due", "entity tracker", "what filings are due", "entity health", or "good standing".
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starchild-ai-agent Bundle OkxOKX OnChainOS: on-chain trading, analytics, security, DeFi across 20+ chains. Use when running OKX-routed on-chain ops (e.g. swap on Ethereum, scan token risk, track smart money, check wallet portfolio). Wallet: default to the user's Agent Wallet (via the `wallet` skill). Only use the OnchainOS TEE wallet (`onchainos wallet login <email>`) when the user explicitly asks for it.
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starchild-ai-agent Bundle MantleMantle Network hub: chain primer, registry checks, analytics, DeFi planning, contracts. Use when working on Mantle (e.g. verify an address, plan a DeFi route, debug a Mantle RPC error, design a contract for Mantle gas).
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starchild-ai-agent Bundle BirdeyeToken and wallet analytics on Solana plus EVM: security checks, holders, networth. Use when vetting a token, scanning a wallet, or checking honeypot risk (e.g. is $X safe, top holders, this wallet's portfolio).
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starchild-ai-agent Bundle DefillamaDeFi analytics: protocol TVL, stablecoin yields, fees, DEX volume, bridges, treasuries. Use when screening yield strategies, comparing protocols, or tracking chain flows (e.g. best USDC yield, Uniswap fees, Arbitrum TVL).
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starchild-ai-agent Skill Office DocumentRoute editable PDF, DOCX, XLSX, and PPTX creation or modification tasks to the appropriate official Hermes document skill. Use when the user asks to create, edit, format, convert, fill, annotate, review, or otherwise produce an editable office document. Do not activate for simple read-only extraction or summarization. For presentation-only output where the user does not need an editable PowerPoint file, use Starchild's official slide-creator skill.
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starchild-ai-agent Bundle Mantle Data IndexerUse when a Mantle task needs historical wallet activity, time-windowed metrics, event backfills, or protocol analytics that raw RPC cannot answer efficiently.
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hookdeck Bundle Picqer WebhooksReceive and verify Picqer webhooks. Use when setting up Picqer webhook handlers, debugging X-Picqer-Signature verification, or handling warehouse and order events like orders.completed, picklists.closed, or products.stock_changed.
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hookdeck Bundle Baselinker WebhooksReceive BaseLinker (Base.com) webhooks. Use when building a BaseLinker order or warehouse callback receiver, because BaseLinker is not a normal webhook source: deliveries arrive as HTTP HEAD requests with NO body, the entire payload is in the query string (observed params: order_id, state), there is NO signature verification of any kind (no HMAC, no secret, no handshake), and your response must be a bare bodyless 200. Use when debugging an empty req.body, wiring app.head / an exported HEAD route handler / @app.head, or polling getJournalList for change tracking.
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malue-ai Skill Duckdb SQLAnalytical SQL engine for querying CSV, Parquet, and JSON files directly. No database setup required.
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malue-ai Skill Excel FixerAuto-detect and fix common Excel formatting issues like merged cells, inconsistent types, duplicate headers, and encoding problems.
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malue-ai Skill Excel AnalyzerAnalyze and process Excel/CSV files using pandas and openpyxl. Supports data summary, filtering, pivot tables, and chart generation.
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cinience Bundle Aliyun Opensearch SearchUse when working with OpenSearch vector search edition via the Python SDK (ha3engine) to push documents and run HA/SQL searches. Ideal for RAG and vector retrieval pipelines in Claude Code/Codex.
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cinience Skill Aliyun Gbi Analytics TestSmoke test for aliyun-gbi-analytics. Validate minimal authentication, API reachability, and one read-only query path.
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personamanagmentlayer Bundle Dbt ExpertExpert-level dbt (data build tool), models, tests, documentation, incremental models, macros, and Jinja templating. Use when the user mentions analytics engineering, SQL, data transformation, Jinja, or testing, or when the task involves Project Structure and Configuration, Sources and Staging Models, Intermediate and Mart Models, or Incremental Models.
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personamanagmentlayer Bundle SQL ExpertExpert-level SQL database design, querying, optimization, and administration across PostgreSQL, MySQL, and SQL Server. Use when the user mentions database, PostgreSQL, MySQL, or query optimization, or when the task involves Database Design, Advanced Queries, Indexes and Performance, or Transactions and Concurrency.
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personamanagmentlayer Bundle Looker ExpertExpert-level Looker BI, LookML, explores, dimensions, measures, dashboards, and data modeling. Use when the user mentions LookML, BI, analytics, dashboards, or data modeling, or when the task involves LookML Basics, Advanced Dimensions and Measures, Persistent Derived Tables, or Explores and Joins.
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personamanagmentlayer Bundle Powerbi ExpertExpert-level Power BI, DAX, M language, data modeling, Power Query, report design, and paginated reports. Use when the user mentions DAX, Power Query, BI, Microsoft platforms, analytics, or data modeling, or when the task involves DAX Fundamentals, Advanced DAX, Row-Level Security, or Report Design.
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personamanagmentlayer Bundle Tableau ExpertExpert-level Tableau Desktop/Server, calculated fields, LOD expressions, dashboards, data blending, and performance optimization. Use when the user mentions BI, visualization, dashboards, LOD, or analytics, or when the task involves Calculated Fields, Level of Detail Expressions, Parameters and Dynamic Calculations, or Data Blending and Relationships.
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personamanagmentlayer Bundle Agtech ExpertExpert in agricultural technology, precision agriculture, crop monitoring, livestock tracking, farm analytics, and sustainable farming practices. Use when the user mentions precision agriculture, farming, crop monitoring, livestock, farm management, or sustainable agriculture, or when the task involves Livestock Management, Farm Management Systems, Precision Agriculture Platform, or Data Collection.
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personamanagmentlayer Bundle Edtech ExpertExpert in education technology, adaptive learning, student analytics, virtual classrooms, assessment tools, and learning management systems. Use when the user mentions education, e learning, lms, adaptive learning, student analytics, or virtual classroom, or when the task involves Learning Management Systems, Virtual Classrooms, Assessment and Testing, or Adaptive Learning Engine.
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personamanagmentlayer Bundle Energy ExpertExpert-level energy systems, smart grids, renewable energy, power management, and energy analytics. Use when the user mentions smart grid, renewable, power, utilities, or SCADA, or when the task involves Energy Systems, Smart Grid Technology, Standards and Protocols, or Smart Grid Operations.
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personamanagmentlayer Bundle Gaming ExpertBuild comprehensive game systems including gameplay mechanics, multiplayer infrastructure, analytics tracking, and monetization features. Use when the user mentions game development, Unity or Unreal, gameplay mechanics, multiplayer netcode, game analytics, or in-game monetization.
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personamanagmentlayer Bundle Oracle ExpertExpert in Oracle Database, PL/SQL programming, Oracle RAC, Data Guard, performance tuning, backup/recovery, and enterprise database administration. Use when the user mentions database, enterprise, ERP, PL/SQL, Oracle RAC, or Data Guard, or when the task involves Oracle Architecture, PL/SQL Programming, Performance & Tuning, or PL/SQL Package with Complex Logic.
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personamanagmentlayer Bundle Retail ExpertExpert-level retail systems, POS, inventory management, e-commerce, customer analytics, and omnichannel retail. Use when the user mentions POS, ecommerce, inventory, CRM, or omnichannel, or when the task involves Retail Systems, Omnichannel Retail, Technologies, or POS Operations.
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personamanagmentlayer Skill Data Science ExpertExpert-level data science, analytics, visualization, and statistical modeling. Use when the user mentions analytics, visualization, statistics, pandas, or NumPy, or when the task involves Data Analysis, Machine Learning, Data Visualization, or Feature Engineering.
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personamanagmentlayer Bundle Postgresql ExpertExpert-level PostgreSQL database administration, advanced queries, performance tuning, and production operations. Use when the user mentions database, SQL, or performance, or when the task involves Advanced Data Types, Full-Text Search, Advanced Indexes, or Advanced Queries.
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linkfox-ai Bundle Linkfox Kalodata Tiktok Creator通过kalodata数据搜索TikTok电商达人榜单并查询指定达人的详细资料,支持按地区、货币、语言与日期范围查看高排名带货达人,并可用creatorId获取粉丝数、视频/直播销售额与GPM、联系方式及关联店铺。当用户提到TikTok达人搜索、TikTok达人榜单、TikTok达人排行、TikTok网红排行、TikTok达人详情、TikTok达人资料、达人主页数据、达人联系方式、TikTok creator search, TikTok creator ranking, TikTok influencer leaderboard, TikTok creator detail, creator analytics, kalodata creator search/detail时触发此技能。即使用户未明确提及"kalodata",只要其需求涉及查看TikTok平台达人排行榜或某个TikTok达人的详细带货数据,也应触发此技能。
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linkfox-ai Bundle Linkfox Kalodata Tiktok Product通过kalodata数据查询TikTok电商商品排行榜并查询指定商品的详细数据,支持按地区、货币、语言与日期范围查看高排名/热销商品,并可用productId获取价格区间、销量、销售额、佣金率、上下架时间及所属店铺。当用户提到TikTok商品榜单、TikTok商品排行、TikTok热销榜、TikTok爆品排行、TikTok选品榜单、kalodata商品榜、TikTok商品详情、TikTok商品资料、商品价格、商品销量、TikTok product ranking, TikTok bestseller chart, TikTok top products, kalodata product rank, TikTok product detail, kalodata product detail, product analytics时触发此技能。即使用户未明确提及"kalodata",只要其需求涉及查看TikTok平台的商品排行榜或某个TikTok商品的详细数据,也应触发此技能。
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linkfox-ai Bundle Linkfox Echotik Batch Video Detail批量查询TikTok视频详情数据,包括视频描述、播放量(总量及近1天/7天/30天增量)、点赞(总量及增量)、评论、分享、收藏、视频销量与GMV、视频时长与分辨率、发布日期、达人信息(ID/账号/头像)、是否带货/投流/AI视频、关联商品与类目,支持通过视频ID或TikTok视频URL批量获取。当用户提到TikTok视频详情、批量查询TikTok视频、TikTok视频播放量详情、TikTok视频销量详情、TikTok视频数据分析、批量获取TikTok视频信息、EchoTik视频详情、TikTok video detail, batch video lookup, TikTok video analytics detail, TikTok video views detail, TikTok video sales detail时触发此技能。即使用户未明确提及"EchoTik",只要其需求涉及根据视频ID或视频URL批量获取TikTok视频的详细播放与营销数据,也应触发此技能。
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linkfox-ai Bundle Linkfox Kalodata Tiktok Livestream通过kalodata数据搜索TikTok电商直播排行榜并查询指定直播的详细数据,支持按地区、货币、语言与日期范围查看高排名、高销量的TikTok带货直播,并可用livestreamId获取直播销售额、观看人数、时长、GPM及带货商品数。当用户提到TikTok直播榜单、TikTok直播排行、TikTok带货直播榜、TikTok热销直播、TikTok直播排名、TikTok直播详情、TikTok直播数据、直播观看人数、kalodata直播搜索、kalodata直播榜、TikTok livestream ranking, TikTok live ranking, TikTok top livestreams, TikTok live shopping ranking, TikTok livestream detail, kalodata livestream search/detail, live analytics时触发此技能。即使用户未明确提及"kalodata",只要其需求涉及查看TikTok平台的直播排行榜或某个TikTok直播的详细数据,也应触发此技能。
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linkfox-ai Bundle Linkfox Amazon Ads Sp Insights Report亚马逊广告 Sponsored Products(SP)洞察报告技能,统一获取 Audience 受众细分表现和 Search Term Impression Share/Rank 搜索词展示份额/排名两类 Amazon Ads Reporting API v1 beta 报告。自动完成 profile 到 advertiser account 映射、报告创建、状态轮询、多分片 CSV 下载和落盘。只有用户明确要求 SP 受众报告、SP 搜索词展示份额或展示份额排名时触发;普通 SP 搜索词表现报告、SB/SD/DSP 报告不得触发。本技能依赖 linkfox-amazon-ads-auth。
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dawiddutoit Bundle Export And Analyze Jira DataExports Jira issues with flexible filtering and analyzes data using multiple formats (JSON, CSV, JSONL). Use when asked to "export Jira data", "bulk export tickets", "analyze Jira metrics", "extract issues to CSV", "get all issues from project", "export with filters", "analyze issue trends", or "prepare Jira data for reporting". Covers export patterns, format selection, pagination, filtering strategies, and analysis workflows for large datasets. Works with jira-tool CLI, JQL queries, and Python analysis scripts.
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 vibecode-dashboard, semester-handoff, tabular-review. 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.