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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blockrunai Skill Predexon 2Use this skill — NOT browser or web_fetch — for ALL Polymarket, Kalshi, Limitless, Opinion, Predict.Fun, dFlow, UMA oracle, and prediction market data. Provides structured API at localhost:8402/v1/pm/* for markets, cross-venue search, leaderboard, smart money, wallet analytics, wallet identity & clustering, UMA resolution status, and odds.
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blockrunai Skill Clawrouter 2Hosted-gateway LLM router — save 84% on inference costs. A local proxy that forwards each request to the blockrun.ai gateway, which routes to the cheapest capable model across 78 models from OpenAI, Anthropic, Google, DeepSeek, xAI, Z.AI, and more. 7 free open-weight models included. Also exposes realtime market data (global stocks, crypto, FX, commodities), Twitter/X intelligence, prediction-market data across Polymarket, Kalshi, Limitless, Opinion, Predict.Fun, dFlow + UMA oracle resolution + wallet identity & clustering, phone-number intelligence (carrier + SIM-swap fraud detection) plus AI-powered outbound voice calls (Twilio + Bland.ai), AND the Surf unified crypto data API (84 endpoints — CEX/DEX, on-chain SQL over 80+ ClickHouse tables, 100M+ labeled wallets, prediction markets, social/CT mindshare, news, VC fund intel) as built-in agent tools. Not a local-inference tool — prompts are sent to the blockrun.ai gateway.
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linkfox-ai Bundle Linkfox Zhihuiya Retrieval Patent Search通过 Analytics 检索式(如 TACD: 关键词)在智慧芽专利数据库中检索专利列表,返回专利ID、公开号及命中总数。当用户提到专利检索式检索、专利表达式搜索、Analytics检索式、TACD检索、专利关键词检索、检索式查专利、专利语义检索、patent expression search, patent query syntax, Analytics query, TACD search, PatSnap, 智慧芽专利检索时触发此技能。即使用户未明确提及"检索式"或"智慧芽",只要用户希望用检索式/表达式语法在专利库中检索专利列表,也应触发此技能。
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ovachiever Bundle Google Gemini File SearchBuild document Q&A and searchable knowledge bases with Google Gemini File Search - fully managed RAG with automatic chunking, embeddings, and citations. Upload 100+ file formats (PDF, Word, Excel, code), configure semantic search, and query with natural language. Use when: building document Q&A systems, creating searchable knowledge bases, implementing semantic search without managing embeddings, indexing large document collections (100+ formats), or troubleshooting document immutability errors (delete+re-upload required), storage quota issues (3x input size for embeddings), chunking configuration (500 tokens/chunk recommended), metadata limits (20 key-value pairs max), indexing cost surprises ($0.15/1M tokens one-time), operation polling timeouts (wait for done: true), force delete errors, or model compatibility (Gemini 2.5 Pro/Flash only).
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yonesuke Bundle PolarsHigh-performance DataFrame library usage. Covers Lazy API, Wrangling, Aggregation.
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jeecgboot Bundle Jimureport积木报表生成器 — 自然语言描述报表需求或提供截图,自动生成积木报表(支持数据报表、打印报表、分组报表、循环报表、数据填报等全类型)。Use when user says "积木报表", "jmreport", "Excel报表", "数据填报", "可视化报表", "打印报表", "分组报表", "循环报表", "按照截图生成报表", "创建积木报表", "做一个可视化报表", "积木设计器", "create jimureport", "visual report". Also triggers when user describes report requirements involving Excel-like layouts, data binding with
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aradotso Skill Power Bi Salespulse DashboardExpert at implementing and customizing the SalesPulse 360 Power BI retail analytics dashboard for sales, profit, and regional analysis
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aradotso Skill Coinmarketcap Diamonds Analytics```markdown
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aradotso Skill Harvard Artifacts Collection Analytics```markdown
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aradotso Skill Malware Warning Sas Analytics Pro Cracked```markdown
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nickolaslin33 Bundle Format Preserving Edits改既有的設定檔或資料檔時,只動你要動的那幾行,其餘排版原封不動,讓 diff 只剩真正的異動。適用 JSON / YAML / TOML / INI / XML / .env / CSV。只要你正要在既有檔案裡新增一筆設定、刪掉一個 key、改一個參數、批次改多個 config、把大檔拆成小檔或搬設定,就用這個 skill——即使看起來只是改一行。特別是當你想呼叫 json.dump / yaml.dump / ConfigParser.write / xml pretty-print 或任何 parser round-trip 的時候:那些 API 會把整份檔案正規化,製造上千行假 diff,還會吃掉註解與鍵序,務必改用這裡的做法。觸發詞:「不要幫我排版」「維持原本的排版」「照原本的格式」「不要動格式」「diff 太亂」「只改該改的」「preserve formatting」「don't reformat」「keep the existing style」「minimal diff」,以及任何改設定檔 / 改 config / 加一筆資料的請求。
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nvidia Bundle Vss Query Analytics 3Query video analytics incidents, alerts, sensor data, and metrics from Elasticsearch via the VA-MCP server (port 9901). Use for any question about what happened in video — PPE violations, alerts, incidents, object counts, speeds, occupancy, or anything that requires looking up recorded events. This is the primary way to answer "what happened", "show me alerts", "any violations", "how many people", etc.
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openxjarvis Bundle XLSXSpreadsheet operations: open, read, edit, create .xlsx/.xlsm/.csv/.tsv files. Use for financial models, data tables, formula-based spreadsheets, data cleaning, charting, or any Excel file task. Triggers on: any .xlsx/.csv filename, 'spreadsheet', 'Excel', 'workbook'. Use openpyxl for formulas/formatting, pandas for data analysis.
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amkessler Bundle State County RankingsThis skill should be used when users need ranked county-level demographic metrics within a state from a local CSV file, such as income, population, poverty, or rent.
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18772340209 Skill Java Backend DevImplement or modify Java and Spring Boot backend production code, including features, APIs, services, data access, integrations, and ordinary bug fixes. Do not use for review-only, diagnosis-only, test-only, SQL-analysis, or architecture-design requests.
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18772340209 Skill Mysql SQL ReviewReview and optimize MySQL SQL using query semantics, schema, indexes, data distribution, and execution plans. Use for dedicated SQL, EXPLAIN, index, locking, or query-rewrite analysis, not general Java implementation or broad code review.
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tgozen63 Bundle Calculate Teaching Hours按指定日期范围读取本地排课 Excel,依据明确班课名单区分一对一与班课并统计课时;没有一对一后缀的普通授课仍默认归入一对一,家长会与其他会议忽略。用于核算教学小时及汇总月度、周度或若干天的一对一和班课时长。
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tgozen63 Bundle Fill Headquarters Weekly Report自动读取上一完整周(周一至周日)的本地排课 Excel,统计班课与一对一课时并核算金额;总部周报模式在每次填写前询问用户一对一附加小时数 n。支持周一上午单独填写金山文档线上课时表,以及周二中午单独填写易企秀“学术中心周报统计”表单。用于填写、更新、核算或分别定时运行两个周报网页;每次运行都报告统计周期、小时数、金额和目标网页状态。
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veschin Bundle Data ArchitectUse when the user asks to explain data-storage or database concepts (СУБД, индексы, транзакции, OLAP/OLTP, ETL, DWH, партиции, кодеки, форматы, стриминг) or says "explain", "break it down", "level me up" about data systems. Explains in simple words to a database beginner, introduces terminology explicitly, zero grotesque, numbers only from measurements and sources.
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wazuh Skill Resolve Cve 2Resolve a dependency CVE in the Wazuh Dashboard notifications plugin — confirm the vulnerable package is actually present and reachable, apply the least-invasive remediation (direct bump, lockfile dedupe, or scoped resolution), verify build/tests/audit, and hand off a prepared PR. Use when the user asks to fix or resolve a CVE / dependency vulnerability, or provides a CVE id or CVE issue URL.
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wgm66 Bundle Wps ExcelWPS 表格智能助手,通过自然语言操控 Excel,解决公式编写、数据清洗、图表创建等痛点问题。适用于:公式生成、数据清洗、图表创建、透视表、条件格式。当用户提及 Excel、表格、WPS 表格、ET、数据处理、公式、数据透视表时使用此 skill。
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wgm66 Bundle Wps OfficeWPS Office 跨应用智能助手,统一管理 Excel、Word、PPT 三大应用,处理跨应用操作和通用功能。适用于:跨应用操作、格式转换、批量处理、文档管理。当用户提及 WPS Office、跨应用、格式转换、批量操作、文档转换时使用此 skill。
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yangchen91 Bundle Database Expert分析 MySQL 与 SQL Server 的表结构和表数据:列出库表、查看字段/索引、执行只读统计与抽样查询; 判断字段是否有枚举字典(SYSTEM_LOOKUP/CODE_TABLE/tsys_dict)或独立主数据表及覆盖率。 当用户提到 Database Expert、数据库专家、数据库分析、表结构、字段分析、行数统计、 数据字典、枚举字典、字典表、SYSTEM_LOOKUP、CODE_TABLE、主数据表、字段有没有字典、 MySQL、SQL Server、hsuf、ufg_account、ufg_fund、ufg_query、ufg_settle、ufg_trade、 bos_igbscb、gts_cicc_sit、PRODUCT、核对差异分析时使用。
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yangchen91 Bundle Kettle Etl Expert生成准确的 Kettle/PDI ETL 脚本(.kjb 作业与 .ktr 转换),涵盖 MySQL/MSSQL 连接、参数化增量迁移、 数据核对完整交付包(check_xxx.ktr + check_xxx_detail.ktr + check_xxx_amount.ktr / check_xxx_value.ktr + check_xxx.kjb)、 多个核对 KJB 并联合并为统一结果核对作业、数据迁移清理脚本(MySQL/UFTMDB)自动同步、 根据 Kettle 脚本解析目标表并查询本地 MySQL 生成两层目标表文档(index + tables),与批量处理最佳实践。 **凡新建/修改 .ktr(含插入 Mapping、改 hop、增删步骤)必须按本 skill 做 Spoon GUI 布局检查**(见 ktr-detail-layout §7.5 + check_ktr_gui_layout.py)。 在用户提及 Kettle、PDI、.kjb、.ktr、ETL 脚本、数据迁移、数据同步、数据核对、增量迁移、 更新数据迁移清理脚本、数据迁移清理脚本、并联合并核对 KJB、字典映射、根据 Kettle 脚本输出文档、 目标表文档、表结构文档、更新到文档、更新文档表结构、同步库结构、**迁移说明**、**取数逻辑**、**过滤条件**、 **迁移后记录不一样**、**核对数量差异**、**源目标记录数不一致**、**数据核对差异分析**、 **ktr 布局**、**Spoon GUI**、**市场 映射**时使用。
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yangchen91 Bundle Ufg3 0 Migration Expert恒云 UFG 3.0 港股交易系统数据迁移专家:覆盖迁移前数据分析、源→目标映射设计、字典转换、 映射与函数初始化.sql 字典覆盖完整性验证、根据 SQL 生成 Ayers VS UFG3.0 数据字典映射 Excel、 迁移方案与检查清单、迁移后核对编排。 源系统含 Ayers、UFG 2.0、iAsia、TTL 等。ETL 脚本生成对接 kettle-etl-expert,库表分析对接 database-expert。 当用户提及 ufg3.0-migration-expert、UFG3.0 数据迁移、港股交易系统迁移、迁移前分析、 源系统分析、Ayers 迁移、iAsia 迁移、TTL 迁移、UFG2.0 升级 3.0、字段映射、字典映射、 rule_mapping、验证映射与函数初始化、字典覆盖、根据sql映射关系生成excel、数据字典映射关系.xlsx、 迁移范围、切换上线、ufg_query 表用途、hs_ 历史表分析、归历史表 时使用。
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yangchen91 Bundle Accident Report Analysis从 Word/PDF 事故报告文档中提取事故时间、客户名称、问题现象、问题原因、解决措施等信息,输出到 Excel 供分析汇报。 支持多模板章节映射(事件影响/事件原因/整改建议等)、表格按行提取、MinerU PDF 缓存、英文 Incident Report。 当用户需要分析事故报告、提取事件文档结构化数据、汇总事故说明文档,或提到 accident-report-analysis 时使用。
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ashish7802 Skill Clickhouse AnalyticsEnforces optimal sorting keys, batch insertion pipelines, and continuous materialized view aggregation.
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f00215a5 Bundle Mantis Excel UpdateUpdate a Mantis issue-tracking Excel workbook from an exported CSV while preserving the template, issue history, summary comparisons, and cell-comment rules. Conditionally update a release-staging sheet from read-only GitHub Release and PR evidence. Use for recurring Mantis CSV-to-Excel updates, not for creating a generic spreadsheet.
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getabyssale Skill Abyssale PersonalizeGenerate many personalized creatives from one Abyssale design and a dataset (a CSV, a table, a list of rows) — e.g. one banner per product, per store, per customer name. Use when the user gives or describes a list of rows and wants a creative generated per row from the same base design, such as "generate a banner for each product in this CSV" or "make one variant per city with its own name and price".
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ruhedanghaoyigexuesheng Bundle Bug Analysis Workflow按八步工作流分析 Bug,输出结构化排查报告(现象、模块、日志、SQL、历史关联、回归范围、风险等级)。 输入不完整时先追问。当用户需要分析 Bug、缺陷排查、拆 Bug、推荐排查方向或输出回归范围时使用。 触发词:分析 Bug、Bug 分析、缺陷分析、排查方向、回归范围、拆 Bug。
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ruhedanghaoyigexuesheng Bundle SQL Analysis Workflow按八步工作流对 SQL 做结构化第一轮性能风险识别,输出 P0/P1/P2 风险等级与可验证优化建议。 证据不足时输出待补充信息清单,禁止无依据断言「必须加索引」。 当用户要求分析 SQL、慢查询、索引、explain、数据库性能风险时使用。 触发词:分析 SQL、慢查询、索引、explain、SQL 风险、全表扫描、深分页。
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ruhedanghaoyigexuesheng Bundle AI Test Workflow ToolboxAI 测试工作流工具箱:整合 Bug 分析、日志排查、SQL 分析、回归测试、Prompt 测试五类助手,含统一入口、风险等级与人工复核规则,支持多助手联动实战。当用户提及 AI 测试工具箱、测试工作流工具箱、Bug+日志+SQL 联动分析、综合测试助手时使用。
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jeremylongworth-source Bundle Cohort AnalysisPlan or interpret cohort analyses for users, customers, accounts, revenue, retention, activation, or behavior. Use when Codex is asked to define cohorts, compare groups over time, identify cohort effects, or write cohort analysis memos.
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zhaoxuya520 Bundle Pentest Tools 2主动渗透测试工具链。覆盖信息收集、端口扫描、漏洞扫描、Web 渗透、SQL 注入、目录爆破、密码破解等场景。 通过 MCP server(pentestMCP / mcp-security-hub)将 20+ 安全工具暴露给 AI agent。 触发关键词:渗透测试、端口扫描、Nmap、漏洞扫描、Nuclei、SQL 注入、SQLMap、目录爆破、FFUF、密码破解、Hashcat、信息收集、子域名、Web 渗透、ZAP、Burp。
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c9s Skill Create Migration 2Create new SQL migration files for multiple database dialects (sqlite3, mysql, postgres, tidb, redshift, clickhouse)
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c9s Skill Compile Migrations 2Compile SQL migration files into Go source code for embedding in binaries
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 predexon, clawrouter, linkfox-zhihuiya-retrieval-patent-search. 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.