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.
-
tools-only Bundle Large Scale Text Editing 2Provides strategies for efficiently transforming large text files (thousands to millions of lines) using text editors like Vim, sed, or awk. This skill should be used when tasks involve bulk text transformations, CSV manipulation at scale, pattern-based edits across massive files, or when keystroke/operation efficiency is constrained. Applicable to tasks requiring macros, regex substitutions, or batch processing of structured text data.
7 -
tools-only Bundle SQL Query Builder 2Generate optimized SQL queries from natural language descriptions
7 -
georgeqle Skill Cohort Review 2Post-launch metrics & funnel analysis — cohort retention, channel performance, and progress against targets from $metrics
1 -
georgeqle Skill Cohort Review 3Post-launch metrics & funnel analysis — cohort retention, channel performance, and progress against targets from /metrics
1 -
bytesagain Bundle Bytesagain Wallet TrackerCrypto wallet analytics reference — address formats, on-chain analytics, transaction tracing, hardware wallets, and approval revocation
12 -
levalencia Bundle Excel AutomationCreate, parse, and control Excel files on macOS. Professional formatting with openpyxl, complex xlsm parsing with stdlib zipfile+xml for investment bank financial models, and Excel window control via AppleScript. Use when creating formatted Excel reports, parsing financial models that openpyxl cannot handle, or automating Excel on macOS.
3 -
levalencia Skill Product AnalyticsUse when defining product KPIs, building metric dashboards, running cohort or retention analysis, or interpreting feature adoption trends across product stages.
3 -
levalencia Bundle Timesfm ForecastingZero-shot time series forecasting with Google's TimesFM foundation model. Use for any univariate time series (sales, sensors, energy, vitals, weather) without training a custom model. Supports CSV/DataFrame/array inputs with point forecasts and prediction intervals. Includes a preflight system checker script to verify RAM/GPU before first use.
3 -
jantoniofc Bundle SpreadsheetUse when tasks involve creating, editing, analyzing, or formatting spreadsheets (`.xlsx`, `.csv`, `.tsv`) with formula-aware workflows, cached recalculation, and visual review.
6 -
sickn33 Skill Segment CdpExpert patterns for Segment Customer Data Platform including Analytics.js, server-side tracking, tracking plans with Protocols, identity resolution, destinations configuration, and data governance ...
45.1k -
ranbot-ai Skill Snowflake AutomationAutomate Snowflake data warehouse operations -- list databases, schemas, and tables, execute SQL statements, and manage data workflows via the Composio MCP integration.
6 -
danstrem2 Bundle SupabaseConnect to Supabase for database operations, vector search, and storage. Use for storing data, running SQL queries, similarity search with pgvector, and managing tables. Triggers on requests involving databases, vector stores, embeddings, or Supabase specifically.
2 -
danstrem2 Bundle Spark EngineerUse when building Apache Spark applications, distributed data processing pipelines, or optimizing big data workloads. Invoke for DataFrame API, Spark SQL, RDD operations, performance tuning, streaming analytics.
2 -
nous-hermeshub Skill Odoo Security RulesExpert in Odoo access control: ir.model.access.csv, record rules (ir.rule), groups, and multi-company security patterns.
1 -
nous-hermeshub Skill Database DesignerUse when the user asks to design database schemas, plan data migrations, optimize queries, choose between SQL and NoSQL, or model data relationships.
1 -
nous-hermeshub Skill Analytics Tracking 2Set up, audit, and debug analytics tracking implementation — GA4, Google Tag Manager, event taxonomy, conversion tracking, and data quality. Use when building a tracking plan from scratch, auditing existing analytics for gaps or errors, debugging ...
1 -
nous-hermeshub Skill Bilig WorkpaperUse formula-backed WorkPaper JSON and MCP tools for agent spreadsheet tasks without driving Excel or a browser UI.
1 -
nous-hermeshub Skill Office ProductivityOffice productivity workflow covering document creation, spreadsheet automation, presentation generation, and integration with LibreOffice and Microsoft Office formats.
1 -
nous-hermeshub Skill Senior Data ScientistWorld-class senior data scientist skill specialising in statistical modeling, experiment design, causal inference, and predictive analytics. Covers A/B testing (sample sizing, two-proportion z-tests, Bonferroni correction), difference-in-differenc...
1 -
nous-hermeshub Skill Snowflake Development 2Use when writing Snowflake SQL, building data pipelines with Dynamic Tables or Streams/Tasks, using Cortex AI functions, creating Cortex Agents, writing Snowpark Python, configuring dbt for Snowflake, or troubleshooting Snowflake errors.
1 -
nous-hermeshub Skill Chief Data Officer AdvisorChief Data Officer advisory for startups: AI training data rights and consent provenance, data product strategy (warehouse vs lakehouse vs mesh, build-vs-buy), B2B customer-data-as-asset valuation and M&A readiness, data team org evolution. Use wh...
1 -
nous-hermeshub Skill SQL Database AssistantUse when the user asks to write SQL queries, optimize database performance, generate migrations, explore database schemas, or work with ORMs like Prisma, Drizzle, TypeORM, or SQLAlchemy.
1 -
nous-hermeshub Skill Sqlmap Database PentestingProvide systematic methodologies for automated SQL injection detection and exploitation using SQLMap.
1 -
nous-hermeshub Skill Database Migrations SQL MigrationsSQL database migrations with zero-downtime strategies for PostgreSQL, MySQL, and SQL Server. Focus on data integrity and rollback plans.
1 -
arjumaan Skill Segment CdpExpert patterns for Segment Customer Data Platform including Analytics.js, server-side tracking, tracking plans with Protocols, identity resolution, destinations configuration, and data governance best practices.
1 -
arjumaan Bundle XLSX OfficialUnless otherwise stated by the user or existing template
1 -
arjumaan 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.
1 -
arjumaan Bundle Junta LeiloeirosColeta e consulta dados de leiloeiros oficiais de todas as 27 Juntas Comerciais do Brasil. Scraper multi-UF, banco SQLite, API FastAPI e exportacao CSV/JSON.
1 -
arjumaan Skill Youtube AutomationAutomate YouTube tasks via Rube MCP (Composio): upload videos, manage playlists, search content, get analytics, and handle comments. Always search tools first for current schemas.
1 -
arjumaan Bundle Monte Carlo PreventSurfaces Monte Carlo data observability context (table health, alerts, lineage, blast radius) before SQL/dbt edits.
1 -
arjumaan 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 workflows.
1 -
arjumaan Skill Cc Skill Clickhouse IoClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
1 -
arjumaan Bundle Monte Carlo Push IngestionExpert guide for pushing metadata, lineage, and query logs to Monte Carlo from any data warehouse.
1 -
arjumaan 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.
1 -
arjumaan Skill Hugging Face Dataset ViewerQuery Hugging Face datasets through the Dataset Viewer API for splits, rows, search, filters, and parquet links.
1 -
arjumaan Bundle Monte Carlo Validation NotebookGenerates SQL validation notebooks for dbt PR changes with before/after comparison queries.
1
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 cohort-review, cohort-review, bytesagain-wallet-tracker. 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.