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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prisma Skill Prisma Driver Adapter ImplementationRequired reference for Prisma ORM 7 SQL driver adapter work. Use when implementing or modifying adapters, adding database drivers, or touching SqlDriverAdapter, Transaction, savepoint, result mapping, or DriverAdapterError behavior. Covers current transaction lifecycle, optional savepoint hooks, original database-error preservation, and verification.
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saisudhir14 Skill Go SecurityUse when writing, reviewing, or auditing Go code for security. Covers input validation, SQL injection prevention, path traversal, secrets management, cryptography, HTTP security headers, and dependency scanning.
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tangc Bundle Zsxq Tuwen Likes Export知识星球汇总贴图文点赞统计导出。Use when the user provides a 知识星球 article/topic 汇总贴 and wants to extract rows containing “图文” plus 星球内链接, confirm the extracted topic list and rules first, then export per-topic like details and per-author CSV summaries.
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tangc Bundle Zsxq Homework Likes Export知识星球作业点赞统计导出。Use when the user wants to export CSV statistics for a 知识星球 task/homework hashtag or course, including all task topics, all student solution submissions under each task, total likes per student, and per-assignment likes. Especially for “作业点赞统计”, “学员提交作业”, “按作业题统计点赞”, or “导出 CSV”.
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celigo Bundle Writing SQLWrite SQL queries for Celigo RDBMS exports and imports -- SELECT, INSERT, UPDATE, UPSERT, MERGE, delta, once, and bulk operations across Snowflake, Postgres, MySQL, SQL Server, Oracle, BigQuery, and Redshift. Use when editing rdbms.query or troubleshooting SQL errors.
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celigo Bundle Writing HandlebarsWrite Handlebars template expressions for Celigo integrations -- dynamic values in mappings, HTTP bodies, SQL queries, URIs, and filters. Use when building any resource configuration that needs computed, conditional, or formatted field values.
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sergebulaev Bundle Linkedin Thread MonitorTrack which of your LinkedIn comments earned author replies. Flags the 6-24h warm-reply window where thread momentum peaks, classifies threads as hot/warm/cool/dormant, and routes warm ones to linkedin-reply-handler for follow-up drafts. Powered by Apify, no LinkedIn login. Triggers on "what threads need follow-up", "author replied", "monitor my comments". Not for analyzing likers on a post (use linkedin-engager-analytics).
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sergebulaev Bundle Linkedin Engager AnalyticsPull the people who liked or commented on any LinkedIn post and segment them by ICP fit (peer / aspirational / prospect / other). Produces an engager roster, tier breakdown, and outbound action lists (follow back, comment-drop, DM-able with one-line openers). Powered by Apify, no LinkedIn login. Triggers on "who liked my post", "who engaged", "engagers report", "audience analytics". Not for tracking author replies to your comments (use linkedin-thread-monitor).
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dig1t Bundle Roblox Diagnostics And ToolingUse when you need numbers instead of guesses in a house-stack Roblox project — balance/tuning telemetry (session-summary console logs, analytics events), repo-wide luau-lsp/selene/stylua commands and what counts as a regression, reading the Studio console via MCP during a playtest, checking which DEBUG/feature flags are live, detecting stale plan files, or questions like "how many type errors do we have", "is any debug flag still on", "which plans are done but not archived".
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lightdash Skill Lightdash AnalyticsUse when answering business questions, exploring governed metrics, querying Lightdash data, or creating Lightdash charts and dashboards through the Lightdash MCP server.
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lightdash Skill Lightdash Agent Slack MessagingUse this skill when writing, designing, or generating Slack messages for Lightdash's in-app analytics agent. Triggers when someone asks to create agent update messages, Slack digests, agent notifications, weekly summaries, daily summaries, or any Slack copy for the Lightdash project agent. Also use when asked to vary, refresh, or make agent messages more engaging. Always use this skill for any Lightdash agent Slack communication, even if the user just says "write an agent message" or "draft a Slack update for the agent".
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machina-sports Bundle Mlb DataMLB data via ESPN public endpoints and the official MLB Stats API — scores, standings, rosters, schedules, game summaries, injuries, leaders, and news, plus an analytics backend: pitch-level velocity/spin/exit-velocity, career splits by stat group, league leaders, and schedules to 1901. Zero config, no API keys. Use when: user asks about MLB scores, standings, team rosters, schedules, game stats, box scores, play-by-play, injuries, transactions, depth charts, team/player statistics, MLB news, pitch speeds/spin/exit velocity, career stats, league leaders, or historical MLB seasons. Don't use when: user asks about minor league baseball, college baseball, or international baseball. For other sports use: nfl-data (NFL), nba-data (NBA), wnba-data (WNBA), nhl-data (NHL), football-data (soccer), tennis-data (tennis), golf-data (golf), cricket-data (cricket), cfb-data (college football), cbb-data (college basketball), fastf1 (F1). For betting odds use polymarket or kalshi. For news use sports-news.
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machina-sports Bundle Nba DataNBA data via ESPN public endpoints, the NBA live CDN, and NBA Stats (stats.nba.com) — scores, standings, rosters, schedules, game summaries, play-by-play, injuries, futures, depth charts, leaders, and news, plus an analytics backend: advanced ratings, per-shot court coordinates, career splits, and history to 1946. Zero config, no API keys. Use when: user asks about NBA scores, standings, team rosters, schedules, game stats, box scores, play-by-play, injuries, transactions, betting futures, depth charts, team/player statistics, NBA news, shot charts, advanced ratings/pace, career stats, or historical NBA seasons. Don't use when: user asks about WNBA (use wnba-data), college basketball (use cbb-data), or other sports.
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machina-sports Bundle Nhl DataNHL data via ESPN public endpoints and the official NHL API — scores, standings, rosters, schedules, game summaries, injuries, futures, leaders, and news, plus an analytics backend: play-by-play with on-ice coordinates, cross-league career rows, skater/goalie leaders, and history to 1917. Zero config, no API keys. Use when: user asks about NHL scores, standings, team rosters, schedules, game stats, box scores, play-by-play, injuries, transactions, betting futures, team/player statistics, NHL news, shot locations, career stats, skater/goalie leaders, or historical NHL seasons. Don't use when: user asks about other hockey leagues (AHL, KHL, college hockey). For other sports use: nfl-data (NFL), nba-data (NBA), wnba-data (WNBA), mlb-data (MLB), football-data (soccer), tennis-data (tennis), golf-data (golf), cricket-data (cricket), cfb-data (college football), cbb-data (college basketball), fastf1 (F1). For betting odds use polymarket or kalshi. For news use sports-news.
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huangwb8 Bundle Paper Select Journal当用户明确要求“推荐投稿期刊”“帮我的论文选 SCI 杂志”“这篇 manuscript 适合投哪些 journal”“期刊匹配/选刊/投稿建议”时必须使用。适用于用户提供全文、摘要、Markdown、LaTeX、PDF、Word 或混合材料的场景;本 skill 会基于 manuscript 与用户偏好,先用内置 `2023IF.xlsx` 做最小硬过滤生成候选池,再由宿主模型自主规划 Set1/Set2/Set3,并联网核验 scope / 质量 / 近 3 个月 PubMed 论文,最后输出 1 份按推荐度排序的 Markdown 选刊报告。⚠️ 不适用:用户只是想润色论文、只想翻译摘要、或只问某个单一期刊的官网信息而不需要系统选刊。
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bfollington Bundle Sqlite NotesPersonal note-taking, thinking trails, and knowledge management using plain SQLite. Supports capture-heavy workflows with clear provenance tracking, AI-generated thinking snapshots (breadcrumbs), and synthesis into permanent knowledge. Uses the sqlite3 CLI directly with SQL schemas for notes, resources, clippings, reflections, and breadcrumbs.
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casper-studios Bundle Linkedin Engagement ScraperScrape LinkedIn post commenters and export Lemlist-ready CSVs, with optional ICP filtering. Use this skill when the user wants to scrape engagement from a LinkedIn post, extract commenters, build a lead list from LinkedIn post interactions, generate a CSV for Lemlist import, or filter scraped contacts against an Ideal Customer Profile. Triggers on "scrape LinkedIn post", "get commenters", "LinkedIn engagement", "post engagers", "Lemlist CSV", "who commented on this post", "ICP filter", "ideal customer profile", or "filter leads".
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casper-studios Bundle Drizzle Orm Best PracticesDialect-aware Drizzle ORM conventions for safe query, mutation, and transaction boundaries. Use when writing or reviewing Drizzle schemas, queries, transactions, or raw SQL.
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staskh Bundle Ib Create Consolidated ReportConsolidate IBRK trade CSV files from a directory into a summary report. Groups trades by symbol, underlying, date, strike, buy/sell, and open/close. Outputs both markdown and CSV.
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bastos Skill AwkExpert GNU awk (gawk) one-liner generation and transformation. Use this skill whenever the user asks to process text fields, extract columns, compute sums or aggregates, filter structured output, reformat CSV/TSV, parse logs, generate reports, or do any record/field processing task. Trigger on keywords like "awk", "extract column", "sum a field", "count occurrences", "print field N", "filter by column", "reformat output", "aggregate log data", "process CSV", "TSV", or any request that maps to a field-oriented text transformation. When in doubt, use this skill — awk is often the right tool when sed isn't enough.
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tabooharmony Bundle Roblox AnalyticsUse when tracking player behavior, economy events, or funnels with AnalyticsService, including event taxonomy, rate limits, and batching.
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geeksfino Bundle Findata Toolkit UsFinancial data toolkit for US market analysis. Provides scripts to fetch real-time stock data (yfinance), SEC filings and insider trades (EDGAR), financial statement calculators (DuPont, Z-Score, M-Score, F-Score), portfolio analytics (VaR, stress testing, health scoring), multi-factor screening, and macro indicators (FRED). Use when you need live US market data to ground investment analysis. All data sources are free — no API keys required.
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encoredev Skill Encore DatabaseWork with PostgreSQL in Encore.ts using `SQLDatabase` from `encore.dev/storage/sqldb` — schema migrations and SQL queries.
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encoredev Skill Encore Go DatabaseWork with PostgreSQL in Encore Go using `sqldb.NewDatabase` from `encore.dev/storage/sqldb` — schema migrations and SQL queries.
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thinkingaiagenticengine Bundle Ae DataopsAE Data Development and Operations: Data warehouse management, flow orchestration, IDE queries, and data integration
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thinkingaiagenticengine Bundle Ae Data IntegrationBring local CSV, TSV, TXT, JSON, JSONL (NDJSON), XLS, and XLSX files into AE end-to-end: identify the source's business meaning, generate and confirm a tracking plan, transform rows into UE records, and upload. Also supports privacy-preserving local analysis and handing a small file to AE Agent. Use whenever a user wants to import offline/local data into AE or analyze a file without uploading it. Trigger words: 本地数据导入 / 离线数据 / 数据文件 / 文件导入 / 文件上报 / CSV 导入 / Excel 导入 / TSV 导入 / JSON 导入 / 导入到 AE / 导入到 ThinkingData / local data import / import local file.
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aitytech Bundle Ab Test SetupWhen the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," or "hypothesis." For tracking implementation, see analytics-tracking.
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aitytech Bundle Document Skills XLSXComprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas
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cometchat Skill Cometchat Android V6 MigrationV5→V6 migration recipes for native Android. CometChat ships V5 (chat-uikit-android:5.x — Java + Kotlin Views) and V6 (chatuikit-{compose,kotlin}-android:6.x — GA 2026-05-25 — Compose surface OR Kotlin Views, calls bundled) side-by-side. Covers when to migrate vs stay, the cohort-selection decision (Compose vs Kotlin Views on V6), gradle dependency rewrites, builder API changes (UIKitSettings replaces UIKitSettingsBuilder), theme system rewrite (CometChatTheme.DayNight), calls integration delta (calling UI bundled, but calls-sdk-android:5.0.+ is still a required peer dep), Activity theme rules, side-by-side cohort selection during migration, and a verification checklist.
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vivy-yi Skill Qiangua DataUse when analyzing Xiaohongshu account performance, researching competitor strategies, finding trending topics and hashtags, or needing detailed audience insights beyond platform-native analytics
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vivy-yi Skill Excel AnalyticsUse when analyzing Xiaohongshu data with Excel, creating spreadsheets for performance tracking, building data dashboards, conducting manual analysis, or learning spreadsheet skills for social media analytics
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pedronauck Bundle Drizzle PostgresPostgreSQL and Drizzle ORM best practices. Triggers on: PostgreSQL, Postgres, Drizzle, database, schema, tables, columns, indexes, queries, migrations, ORM, relations, joins, transactions, SQL, drizzle-kit, connection pooling, N+1, JSONB, RLS. Use when: writing database schemas, queries, migrations, or any database-related code. Proactively apply when creating APIs, backends, or data models.
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doccker Skill API Design Safety当设计或修改 REST API 响应结构、处理 API 返回值时触发。防止 API 设计缺陷导致的字段错位、类型歧义等问题。
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doccker Bundle Cc API Design Safety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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doccker Bundle Cc Streaming Export Safety当实现用户驱动的大文件导出或批量序列化(Excel/CSV/JSON/JSONL/PDF,数据量未知或超过 1 万行/10 MB)时触发;普通小文件下载、静态资源下载、非导出 Writer/Report 类不触发。防止 OOM、临时文件残留、同步导出阻塞 HTTP 线程和表格公式注入。
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 ab-test-setup, document-skills/xlsx, writing-sql. 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.