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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nous-hermeshub Skill Monte Carlo PreventSurfaces Monte Carlo data observability context (table health, alerts, lineage, blast radius) before SQL/dbt edits.
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nous-hermeshub Skill DatabaseDatabase development and operations workflow covering SQL, NoSQL, database design, migrations, optimization, and data engineering.
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nous-hermeshub Skill Business AnalystMaster modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and strategic recommendations.
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nous-hermeshub Skill Product AnalyticsUse when defining product KPIs, building metric dashboards, running cohort or retention analysis, or interpreting feature adoption trends across product stages.
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nous-hermeshub Skill Finance LeadStartup CFO who builds models that survive contact with reality. Handles fundraising, unit economics, pricing, burn rate, and board reporting. Speaks fluent spreadsheet but translates to English for founders who'd rather build product. Use when a ...
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nous-hermeshub Skill Cs Product AnalystProduct analytics agent for KPI definition, dashboard setup, experiment design, and test result interpretation. Use when a product question needs numbers — e.g., defining activation/retention KPIs and a dashboard spec for a new feature, or sizing ...
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nous-hermeshub Skill Hugging Face DatasetsCreate and manage datasets on Hugging Face Hub. Supports initializing repos, defining configs/system prompts, streaming row updates, and SQL-based dataset querying/transformation. Designed to work alongside HF MCP server for comprehensive dataset ...
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nous-hermeshub Skill Data ScientistExpert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business intelligence.
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nous-hermeshub Skill Cc Skill Clickhouse IoClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
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nous-hermeshub Skill Security GuidancePreToolUse security-anti-pattern hook for Claude Code. Catches 12 common security risks (command injection, XSS, SQL injection, unsafe deserialization, GitHub Actions workflow injection, eval/new Function code injection) BEFORE the Edit/Write/Mult...
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nous-hermeshub Skill SQL Injection TestingExecute comprehensive SQL injection vulnerability assessments on web applications to identify database security flaws, demonstrate exploitation techniques, and validate input sanitization mechanisms.
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nous-hermeshub Skill Monte Carlo Push IngestionExpert guide for pushing metadata, lineage, and query logs to Monte Carlo from any data warehouse.
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nous-hermeshub Skill Hugging Face Dataset ViewerQuery Hugging Face datasets through the Dataset Viewer API for splits, rows, search, filters, and parquet links.
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nous-hermeshub Skill Supabase AutomationAutomate Supabase database queries, table management, project administration, storage, edge functions, and SQL execution via Rube MCP (Composio). Always search tools first for current schemas.
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nous-hermeshub Skill Monte Carlo Validation NotebookGenerates SQL validation notebooks for dbt PR changes with before/after comparison queries.
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nous-hermeshub Skill Google Analytics AutomationAutomate Google Analytics tasks via Rube MCP (Composio): run reports, list accounts/properties, funnels, pivots, key events. Always search tools first for current schemas.
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nous-hermeshub Skill Googlesheets AutomationAutomate Google Sheets operations (read, write, format, filter, manage spreadsheets) via Rube MCP (Composio). Read/write data, manage tabs, apply formatting, and search rows programmatically.
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nous-hermeshub Skill Google Sheets AutomationLightweight Google Sheets integration with standalone OAuth authentication. No MCP server required. Full read/write access.
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arjumaan Skill Bilig WorkpaperUse formula-backed WorkPaper JSON and MCP tools for agent spreadsheet tasks without driving Excel or a browser UI.
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intelli-verse-x Bundle Ivx Qv LocalizationManage multi-language support, RTL text, CSV translation, and localization in QuizVerse.
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intelli-verse-x Skill Ivx MCP Postiz SocialSchedule and analyze social-media posts (Instagram, X, LinkedIn, TikTok) through the Postiz wrapper MCP — list channels, find free slots, create/schedule posts, pull analytics. Use for any "post this / what's scheduled / how did the post do" request.
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intelli-verse-x Skill Ivx Cf Prompt LibrarianWeekly maintenance pass over the CF prompt_registry, character_identity bank, AND the rolling CF_IMPROVER_ISSUES.csv. Roll up 30-day metrics, score CF across 7 audit dimensions (Intelliverse pattern), propose version promotions, demote regressions, prune unused prompts, reconcile S3 provenance, file beads for HIGH+ severity findings, and publish a weekly digest PR with 30/60/90-day action plan style roll-up.
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kintsugi-programmer Skill Kpi Dashboard DesignDesign effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use this skill when building an executive SaaS metrics dashboard tracking MRR, churn, and LTV/CAC ratios; designing an operations center with live service health and request throughput; creating a cohort retention analysis view for a product team; or debugging a dashboard where metrics contradict each other due to inconsistent calculation methodology.
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kintsugi-programmer Skill SQL Optimization PatternsMaster SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database schemas, or optimizing application performance.
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kintsugi-programmer Skill Dbt Transformation PatternsMaster dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data transformations, creating data models, or implementing analytics engineering best practices.
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arustydev Skill SQL Optimization PatternsMaster SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database schemas, or optimizing application performance.
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michaelschecht Skill PolarsHigh-performance DataFrame workflows with Polars for large-scale ETL, lazy evaluation, and analytics.
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michaelschecht Bundle Exploratory Data AnalysisCreate a rigorous EDA plan and narrative from a dataset schema/sample. Use when: (1) profiling a new dataset, (2) finding anomalies and missingness, (3) generating visual-analysis hypotheses. NOT for: production ML deployment or ETL orchestration.
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michaelschecht Skill SQL Query OptimizerOptimize, analyze, and rewrite SQL queries for performance. Use this skill when asked to tune slow queries, add indexes, or explain query execution plans.
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michaelschecht Skill Neon InstagresInstantly provision production-ready Postgres databases with Neon Instagres. Use when setting up databases, when users mention PostgreSQL/Postgres, database setup, or need a development database. Works with Drizzle, Prisma, raw SQL.
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michaelschecht Bundle Google AnalyticsAnalyze Google Analytics data, review website performance metrics, identify traffic patterns, and suggest data-driven improvements. Use when the user asks about analytics, website metrics, traffic analysis, conversion rates, user behavior, or performance optimization.
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brycewang-stanford Skill CodebookAuto-generates a Markdown codebook from a dataset (CSV, DTA, Excel, Parquet) with types and summary statistics. Use when documenting variables.
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brycewang-stanford Skill Review RR code review for the sewage project. Checks script structure, reproducibility, function design, figure quality, and professional polish against project conventions (here::here, arrow/parquet, fixest, modelsummary, native pipe). This skill should be used when asked to "review the code", "check my script", or "code review".
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brycewang-stanford Bundle MarimoReactive Python notebook system. Cell reactivity, UI elements (sliders, dropdowns, tables), SQL cells, plotting, app deployment. Use when assembling Stage 9 notebooks, building data apps, or converting Jupyter to marimo .py format.
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brycewang-stanford Bundle PolarsPolars DataFrame library for high-performance data manipulation. Lazy/eager execution, expressions, I/O (CSV, Parquet, JSON), aggregations, joins, string/datetime ops, pandas interop. Use for Polars DataFrames or reading/writing Parquet files.
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brycewang-stanford Skill Data AnalysisEnd-to-end R data analysis for the sewage project. Writes analysis scripts following project conventions (here::here, arrow/parquet, fixest, modelsummary, native pipe), runs code review, and produces publication-ready tables and figures. This skill should be used when asked to "run an analysis", "estimate the model", "add a specification", or "write an R script".
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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 sql-optimization-patterns, dbt-transformation-patterns, ivx-mcp-postiz-social. 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.