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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jnzader-vault Skill Pgx PostgresPostgreSQL driver for Go with pgx v5 - connection pools, queries, transactions. Trigger: pgx, postgres go, postgresql driver, go database, sql go
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jnzader-vault Skill Analytics SpringSpring Boot analytics with multi-provider support. GA4, Mixpanel, Amplitude, Segment. Trigger: apigen-analytics, AnalyticsService, provider, tracking, Spring analytics
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jnzader-vault Skill Duckdb AnalyticsDuckDB OLAP analytics with Parquet, S3, and columnar queries for BI/ML. Trigger: duckdb, olap, analytics, parquet, columnar, data warehouse, BI
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jnzader-vault Skill Analytics ConceptsProduct analytics concepts: event tracking, funnels, cohorts, user journeys. Trigger: analytics, event tracking, funnel, cohort, user journey, metrics
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1mangesh1 Bundle SQL MigrationsDatabase migration mastery with Prisma, Drizzle, Knex, TypeORM, Alembic, Flyway, and golang-migrate. Use when user asks to "create a migration", "update database schema", "add a column", "remove a column", "rename a table", "set up Prisma", "rollback migration", "write SQL migration", "set up Drizzle", "zero-downtime migration", "backfill data", "squash migrations", "seed database", "migrate production", or any database schema change tasks.
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rysweet Bundle 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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cwinvestments Skill Memstack Business Freelancer ToolkitUse when the user says 'track my time', 'freelancer invoice', 'billable hours', 'time tracking', 'freelance finances', 'client billing', 'project hours', or needs invoicing, time tracking, or analytics patterns for freelance work. Do NOT use for general invoice templates or proposal writing.
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aviskaar Skill Expense ManagementUse this skill when an employee, manager, AP specialist, or finance operations team member needs to submit, review, approve, or reimburse business expenses. Covers the full expense lifecycle: policy enforcement, expense report submission, receipt verification, multi-level approval, reimbursement processing, credit card reconciliation, out-of-policy escalation, and monthly expense analytics. Trigger when an employee wants to claim a business expense, when a manager needs to approve expense reports, when AP needs to process reimbursements, or when Finance needs an expense analytics report.
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chengyi818 Skill CSV Data SummarizerUse when CSV 文件智能分析与摘要 - 性能测试数据 CSV 分析、基准测试结果统计。
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mathews-tom Bundle SQL OptimizerAnalyzes SQL queries for missing indexes, N+1 patterns, suboptimal joins, and full table scans. Interprets EXPLAIN, detects anti-patterns, rewrites queries. Triggers on: "optimize this query", "slow query", "add indexes", "explain plan", "N+1 query", "why is this query slow".
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amazon-quick Bundle Hedis Measure CalculationProvide deterministic Python and SQL for calculating Healthcare Effectiveness Data and Information Set (HEDIS) quality measures from claims and clinical data. Use when asked to 'calculate a HEDIS measure', 'check continuous enrollment', 'detect care gaps', 'compute utilization rates', 'identify high-cost claimants', 'score a risk index', or any healthcare quality measure calculation task.
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amazon-quick Bundle Healthcare Claims AnalyticsProvide deterministic, copy-paste-ready Python and SQL for healthcare claims processing and billing-integrity screening. Use when asked to 'parse X12 837/835 claims', 'profile provider E&M billing', 'detect upcoding', 'validate NCCI edits', 'find duplicate claims', 'run Benford's Law on charges', 'flag impossible billing days', or any claims analytics or outlier-detection task
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amazon-quick Bundle Retail Merchant BriefingAutomated weekly performance intelligence that replaces dashboard reviews with synthesized insights and recommended actions for retail merchandising leaders. Use when asked to 'give me my Monday briefing', 'weekly performance summary', 'what needs attention this week', 'category performance review', 'merchandising dashboard', or 'what happened last week in [category]'.
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amazon-quick Bundle Retail Analytics ConciergeTranslates natural language questions into SQL queries, executes against the connected data warehouse, and presents results with visualizations. Enables non-technical retail users to self-serve analytics without writing SQL. Use when asked to 'how many units did we sell', 'show me returns by category', 'what is our revenue trend', 'top selling products', 'compare regions', 'query the data', or any analytical question about retail metrics.
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amazon-quick Bundle Browser Data ScraperScrapes structured data from static web pages into JSONL and exports to CSV, XLSX, or JSONL. Use when asked to 'scrape a website', 'extract data from these URLs', 'collect listings into a spreadsheet', 'paginate through search results', 'crawl a sitemap', or 'pull records from a page'. Handles URL-parameter pagination, next-link following, and URL lists; not JavaScript-rendered pages
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amazon-quick Bundle Ecommerce Conversion InsightsAnalyzes funnel data from uploaded CSV/Excel files (exported from any analytics platform) to identify conversion blockers, quantify revenue impact, and deliver actionable recommendations. Use when asked 'why is conversion down', 'funnel analysis', 'conversion drop', 'checkout abandonment', 'where are we losing customers', 'conversion blockers', or 'site experience issues'.
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amazon-quick Skill Dependency Critical Path AnalyzerAnalyzes task and project dependency graphs to identify the critical path, surface blockers, calculate slack/float for non-critical tasks, and produce schedule risk assessments with prioritized recommendations. Accepts task lists with dependencies in various formats (CSV, markdown tables, JSON). Use when asked to 'find the critical path', 'what's blocking this project', 'dependency analysis', 'schedule risk', 'which tasks have slack', or 'project timeline analysis'.
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qiusuo0226 Bundle Chrono Pm Project给项目经理的单项目 AI 项目管理技能。把日报、待办、工作包、计划、合同、风险、会议纪要写进本项目 ai 目录。触发:项目管理、项目、单项目、初始化项目、工作包、WP、计划、看计划、排计划、倒排、排期、阶段、里程碑、门禁、结转、派活、待办、任务、进度、需求、变更、范围、合同、合同登记、风险、问题、决策、会议、会议纪要、纪要、拆文件、源文档、工时、能耗、人员、花名册、人员进出、进度表、xlsx、csv、投喂、粘贴、入库、归档、更新、补全、回填、评审、验收、成本、预算、复盘、历史计划、完整性巡检、词库、偏好、画图、责任链图、记日报、日报、出周报、周报、ChronoPM、ChronoPM-Project、ChronoPM-Portfolio。项目集、组合、跨项目汇总请安装并调用 ChronoPM-Portfolio。本包只写本项目。
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qiusuo0226 Bundle Chrono Pm PortfolioChronoPM-Project 的伴生技能,须同时安装。只做多个项目的只读归集与分发。触发:项目集、组合、跨项目、各项目进度、汇总周报、集周报、跨项目风险、门禁、挂载、分到各项目、混报、无表头进度表、整体盈亏、合同去重、术语索引、健康巡检、汇总计划、集层技能缺口、ChronoPM-Portfolio、ChronoPM-Project。记日报、待办、xlsx 入库、初始化项目请安装并调用 ChronoPM-Project。本包工人不手搓成员项目正文。
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wadewarren Skill Gws Sheets AppendGoogle Sheets: Append a row to a spreadsheet.
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wadewarren Skill Recipe Log Deal UpdateAppend a deal status update to a Google Sheets sales tracking spreadsheet.
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wadewarren Skill Recipe Create Expense TrackerSet up a Google Sheets spreadsheet for tracking expenses with headers and initial entries.
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wadewarren Skill Recipe Sync Contacts To SheetExport Google Contacts directory to a Google Sheets spreadsheet.
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hack23 Skill Input ValidationInput validation and sanitization patterns for preventing XSS, injection attacks, and ensuring data integrity
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chendongqi Skill Testing Security Tester安全测试助手 - 专业的应用安全测试与防护专家。适用场景: (1) Web应用安全测试(OWASP Top 10漏洞检测) (2) API安全测试(认证/授权/数据泄露) (3) 安全测试用例设计与评审 (4) 渗透测试方案制定与执行指导 (5) 安全漏洞分析与风险评估 (6) 安全加固建议与最佳实践 (7) 安全合规检查(GDPR/等保) (8) 安全测试报告编写 触发关键词:安全测试、渗透测试、OWASP、SQL注入、XSS、CSRF、漏洞扫描、安全评估、安全加固、认证授权
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chendongqi Skill Data Analytics Data Analyst数据分析助手 - 专业的数据分析与业务洞察专家。适用场景: (1) 数据可视化与报表设计 (2) 业务指标体系构建 (3) 趋势分析与预测建模 (4) 异常检测与根因分析 (5) A/B测试设计与分析 (6) 数据报告撰写与汇报 (7) SQL/数据提取指导 触发关键词:数据分析、数据可视化、指标体系、趋势分析、异常检测、AB测试、数据报告、SQL、数据洞察、Dashboard、数据驱动
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drolu Bundle DbcliUniversal database CLI supporting 30+ databases (SQLite, PostgreSQL, MySQL, SQL Server, Oracle, MongoDB, ClickHouse, DuckDB and more). Execute SELECT/DDL/DML, list tables, export schema, backup/restore tables, and run parameterized SQL. Use when the user asks to query, inspect, or modify a database, run SQL, list tables/columns, export data, or compare query results. Sub-skills: dbcli-query, dbcli-tables, dbcli-exec, dbcli-db-ddl, dbcli-export, dbcli-export-schema, dbcli-compare, dbcli-view, dbcli-index, dbcli-procedure, dbcli-interactive.
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drolu Bundle Rmagent FrThe Flight Recorder — follow one work id (a ticket, a payment, an incident) across the estate without a span warehouse. The tracing half of the RMAgent security observatory: a Security Trace Context (STC) carries case, principal, window, depth, ticket and trigger through every hop; the trajectory records the reasoning chain as an append-only DAG; the hop index remembers whether a principal has appeared before; the causal graph computes blast radius from kilobytes; OTel spans land in Grafana/Jaeger next to application traces. Use when a payment is slow, an incident needs a timeline, or security and reliability must read the same tape. Pull-based, capped, case-filed — not a lake.
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drolu Skill Dbcli QueryExecute SELECT queries on 30+ databases (SQLite, SQL Server, MySQL, PostgreSQL, Oracle, etc.) using DbCli. Returns data in JSON, table, or CSV format. Use when user needs to query databases, read data, or execute SELECT statements.
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drolu Skill Dbcli ExportExport table data as SQL INSERT statements from 30+ databases using DbCli. Essential for creating backups before dangerous modifications (UPDATE/DELETE/DROP). Use when user needs to backup data, migrate tables, or create portable SQL dumps.
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drolu Skill Dbcli CompareCompare results of two SQL queries to verify if they produce identical data. Checks structure, record count, and data content using MINUS/EXCEPT operations. Use when user needs to validate query equivalence, compare view logic, verify refactoring, or check data consistency.
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drolu Skill Dbcli InteractiveInteractive SQL mode for 30+ databases using DbCli. Provides REPL environment for exploratory queries, rapid prototyping, and database administration. Includes safety prompts before dangerous operations (UPDATE/DELETE/DROP). Use when user wants interactive database session.
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drolu Skill Dbcli Export SchemaExport database schema objects (procedures, functions, triggers, views, indexes) as SQL scripts for backup
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znlgis Bundle GeopandasUse when performing vector spatial data analysis in Python — reading/writing shapefiles, spatial joins, overlay operations, choropleth maps. GeoPandas: extends pandas DataFrames with geometry columns for Pythonic spatial analysis.
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znlgis Skill SqlsugarUse when doing multi-database ORM operations in .NET — SQL Server, MySQL, PostgreSQL, SQLite, Oracle with fluent API, code-first, and LINQ. SqlSugar: high-performance .NET ORM supporting 10+ databases.
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znlgis Skill DocutranslateUse when translating documents locally via LLM — PDF, Word, Excel, Markdown, SRT subtitles with format preservation. DocuTranslate: LLM-powered multi-format local file translation tool with MCP server support.
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 pgx-postgres, analytics-spring, duckdb-analytics. 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.