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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vchelaru Skill Gum LocalizationGum's localization — ILocalizationService, CSV/RESX loading (tool + runtime), Text vs TextNoTranslate paths, Forms control localization.
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iml1s Skill Flutter Fullstack InitEnd-to-end Flutter project initialization with Firebase, AdMob, RevenueCat IAP, GA4 Analytics, Crashlytics, BYOK secure key management, Riverpod 3.0 state management, and pluggable engine architecture. This is the ONE skill to use when creating any new Flutter app from scratch. Triggers on keywords like 'new Flutter app', 'Flutter project', 'init Flutter', '建立新專案', '新專案', 'create Flutter', 'start project'. Also use when setting up Firebase, AdMob, IAP, or GA4 for an existing project that is missing these integrations. This skill supersedes flutter-project-standards for project creation — it contains the full executable workflow, not just a checklist.
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involvex Bundle Web ScraperWeb scraping inteligente multi-estrategia. Extrai dados estruturados de paginas web (tabelas, listas, precos). Paginacao, monitoramento e export CSV/JSON.
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dhaupin Skill SQLDatabase query language.
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servosity Bundle RootlyEvery Rootly incident, alert, and on-call object as a typed command, with a local SQLite mirror for offline analytics. Trigger phrases: `who is on call right now`, `find incidents similar to this one`, `what fixed this service last time`, `compute MTTR by service`, `find on-call coverage gaps`, `use rootly`, `run rootly`.
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servosity Bundle SherwebEvery Sherweb Partner API capability, plus a local SQLite store, offline analytics, and margin/drift/orphan joins no other Sherweb tool has. Trigger phrases: `reconcile sherweb billing`, `what's my margin per customer in sherweb`, `find orphaned sherweb subscriptions`, `list sherweb customers`, `preview a sherweb seat change`, `use sherweb`, `run sherweb-cli`.
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servosity Bundle Datto RmmEvery Datto RMM API operation, plus a local SQLite fleet store and fleet-wide analytics no other Datto tool has. Trigger phrases: `datto rmm stale devices`, `which endpoints have antivirus disabled`, `datto rmm patch gaps`, `qbr scorecard for a site`, `warranty expiring devices`, `use datto-rmm`, `run datto-rmm-cli`.
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servosity Bundle BetterstackEvery Better Stack Uptime feature, plus an offline SQLite mirror and cross-resource fleet analytics - what's down and who's paged, coverage gaps, MTTA/MTTR, flapping, on-call gaps, and status-page drift - that the API alone can't answer. Trigger phrases: `which monitors are down`, `find unprotected monitors`, `incident MTTR report`, `who is on call`, `noisy monitors`, `use betterstack`, `run betterstack-cli`.
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servosity Bundle RocketcyberThe first CLI and MCP server for RocketCyber Managed SOC, with triage and posture analytics no console page or API call computes. Trigger phrases: `check rocketcyber incidents`, `soc triage board`, `which rocketcyber agents are offline`, `rocketcyber secure score trend`, `audit rocketcyber suppression rules`, `use rocketcyber`, `run rocketcyber-cli`.
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servosity Bundle SentineloneEvery SentinelOne v2.1 management endpoint, plus an offline SQLite store and cross-entity analytics - fleet health, threat triage, blast radius, drift - that no console view offers. Trigger phrases: `triage sentinelone threats`, `check sentinelone threats`, `sentinelone fleet health`, `which endpoints have active threats`, `what changed in sentinelone overnight`, `sentinelone agent status`, `use sentinelone`, `run sentinelone-cli`.
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irahardianto Skill SQL IdiomsSQL Idioms and Patterns
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natea Skill Team Live OpsOrchestrate the live-ops team for post-launch content planning: coordinates live-ops-designer, economy-designer, analytics-engineer, community-manager, writer, and narrative-director to design and plan a season, event, or live content update.
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bruc3van Bundle SQL InjectionRule matrix security fixture for sql_injection used by security rule matrix integration tests; not intended for production deployment.
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bruc3van Bundle SQL ParameterizedRule matrix negative fixture - uses parameterized SQL queries safely; not intended for production deployment.
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muxammadmamajonov Skill MysqlUse for MySQL 8.0+/MariaDB (InnoDB) — schema design, indexing, transactions/isolation, replication, query tuning with EXPLAIN, safe migrations. Triggers — mysql CLI, SQL DDL on a MySQL stack.
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muxammadmamajonov Skill PostgresUse for PostgreSQL regardless of ORM — schema design, queries, indexing, EXPLAIN/plans, JSONB, partitions, extensions, migrations, security. Triggers — psql, SQL DDL on a Postgres stack.
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muxammadmamajonov Skill AnalyticsUse for product analytics — event taxonomy/tracking plans, SDKs (Segment, Amplitude, Mixpanel, PostHog, GA4), warehouse pipelines (BigQuery, Snowflake, dbt), A/B experiments.
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muxammadmamajonov Skill ClickhouseUse when the project uses ClickHouse — OLAP analytics, event ingestion, time-series, log storage, table engines, materialized views, sharding/replication, slow analytic queries.
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muxammadmamajonov Skill Data PlatformUse for data platforms — lakes, warehouses, ETL/ELT, streaming, BI, data quality. Triggers — dbt, Spark, Kafka, Airflow, Flink, Snowflake, BigQuery, Redshift, Delta Lake, Iceberg, lineage.
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wulaosiji Bundle Document Hub文档处理统一中心,支持Word、Excel、PDF、Markdown等格式的创建、转换、编辑、批量处理和多媒体文件转换。 Use when: "生成Word文档", "Excel表格处理", "PDF转换", "create Word document", "process Excel file", "批量处理文档", "document format conversion", "创建报告". 提供统一API处理多种文档格式,支持模板应用和批量操作。Cross-references: pdf, content-extractor, email-sender, rss-feed. Built by UniqueClub 🌐 https://uniqueclub.ai
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wulaosiji Bundle Twitter ScraperTwitter/X推文抓取工具,基于xcancel.com获取公开推文数据,支持单个用户抓取、批量账号监控、JSON/CSV输出和舆情分析。 Use when: "抓取Twitter内容", "获取X平台推文", "监控Twitter账号", "scrape Twitter tweets", "fetch X posts", "批量抓取推文", "Twitter data scraping", "推特舆情分析". 使用浏览器自动化获取公开推文,无需登录态。Cross-references: content-extractor, rss-feed, wechat-article-fetcher, document-hub, email-sender. Built by UniqueClub 🌐 https://uniqueclub.ai
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wulaosiji Skill X Twitter ScraperInteract with X (Twitter) via the Xquik REST API — search tweets, look up users/followers, post tweets/replies, like, retweet, follow/unfollow, send DMs, download media, monitor accounts in real time, and extract bulk data. Provides 122 REST API endpoints, 2 MCP tools, and HMAC webhooks. Use even if the user says 'Twitter' instead of 'X'. Use when: "抓取推特", "twitter API", "发推文", "post tweet", "搜索推特", "X API", "推特粉丝", "twitter scraper", "社媒自动化", "tweet analytics". Supports read/write/delete operations, bulk extractions (23 tools), AI composition, monitoring, webhooks, and giveaway draws. Cross-references: bright-data, gh-cli. Built by UniqueClub 🌐 https://uniqueclub.ai
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leoyishou Bundle Lake本地 Lakehouse 分析引擎 - 基于 DuckDB 的 OLAP 查询,支持 Parquet/CSV 文件分析,可从 Supabase CDC 同步数据。
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killvxk Skill Dummy Dataset生成用于测试的逼真虚拟数据集,支持自定义列、约束条件及输出格式(CSV、JSON、SQL、Python 脚本)。适用于创建测试数据、构建模拟数据集,或为开发和演示生成示例数据。
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killvxk Skill SQL Queries将自然语言描述转化为 SQL 查询语句。支持 BigQuery、PostgreSQL、MySQL 及其他方言。可从上传的结构图或文档中读取数据库结构。适用于编写 SQL、构建数据报表、探查数据库,或将业务问题转化为查询语句。
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killvxk Skill Cohort Analysis对用户参与度数据执行同期群分析——留存曲线、功能采用趋势及分层洞察。适用于按同期群分析用户留存、研究功能随时间的采用情况、调查流失规律,或识别参与度趋势。
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killvxk Skill Ab Test Analysis分析 A/B 测试结果,涵盖统计显著性检验、样本量验证、置信区间计算及上线/延长/停止的决策建议。适用于评估实验结果、判断测试是否达到显著性、解读分流测试数据,或决定是否上线某个实验组。
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me-cedric Skill Convert Documents To MarkdownConvert Word (.doc, .docx), PowerPoint (.ppt, .pptx), Excel (.xls, .xlsx), OpenDocument (.odt, .ods, .odp), RTF, EPUB, CSV, and PDF files to GitHub-Flavored Markdown. Use when a task needs the contents of an office document, spreadsheet, presentation, ebook, or PDF that the active provider cannot read directly.
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ondrej-merkun Bundle CSV Processorcsv-processor
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whb786200 Bundle Supervision Log AutofillGenerate, complete, review, normalize, and template-fill Chinese construction supervision daily logs or construction logs. Use when the user asks to upload/register a 监理日志模板 or 施工日志模板, write, auto-fill, polish, extract, convert, or batch-generate 监理日志, 施工监理日志, 施工日志, 旁站记录, 巡视记录, 平行检验记录, 监理日报, or project supervision log content from field notes, photos, voice transcripts, weather, schedules, existing logs, Excel/Word/Markdown templates, or informal Chinese construction notes.
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rrezartprebreza Bundle Spring BatchUse when building batch jobs, ETL pipelines, scheduled imports/exports, or any chunk-oriented bulk processing with Spring Batch. Covers the Spring Batch 5 / Boot 3 builder API, restartability and idempotent job parameters, reader/writer thread-safety, fault tolerance, and chunk transaction boundaries.
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rrezartprebreza Bundle Flyway MigrationsUse when creating database migrations, schema changes, seed data, or any SQL that modifies database structure. Covers Flyway naming conventions, versioning, and safe migration patterns.
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ptreezh Bundle Lean Startup ExpertLean Startup expert. Provides hypothesis testing, MVP design, validated learning, pivot/persevere decision framework, and lean analytics. Suitable for entrepreneurship, product development, and agile business innovation.
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ptreezh Bundle Nlp Text Mining ExpertNLP Text Mining expert. Provides text preprocessing, entity extraction, topic modeling, sentiment analysis, and document classification using natural language processing techniques. Suitable for text analytics, information extraction, and NLP-based research.
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mgoodman60 Bundle Cobie ExportGenerate Construction Operations Building Information Exchange (COBie) compliant spreadsheets from existing project intelligence data. Maps extracted data into the 18 standard COBie worksheet format for facility management handover. Critical for healthcare facilities where ongoing maintenance and asset management are regulatory requirements. Exports as multi-tab Excel workbook. Triggers: "COBie", "COBie export", "facility handover", "asset register", "O&M data", "building information exchange", "commissioning data", "facility management data", "asset data", "COBie spreadsheet", "handover data", "building handover".
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mgoodman60 Skill Office DocumentsForemanOS Office document patterns. Use when generating DOCX with docxtemplater, XLSX with xlsx-populate, or processing document templates.
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 gum-localization, flutter-fullstack-init, web-scraper. 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.