Data AI Skills

Transform raw data into actionable insights

Data skills turn unstructured information into structured analyses. Generate SQL queries, create data visualizations, build ETL pipelines, and produce executive summaries - all from natural language descriptions of what you need.

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What data skills can do for you

01

Query Generation

Describe what you want in plain English and get optimized SQL, pandas code, or data transformation scripts. Skills understand complex joins, aggregations, and window functions.

02

Analysis & Visualization

Generate charts, dashboards, and statistical analyses from your data. Skills produce matplotlib, D3, or Chart.js code ready to embed in your applications.

03

Data Pipeline Tools

Build ETL workflows, data validation rules, and cleaning scripts. Skills handle common data problems like missing values, deduplication, and format standardization.

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Common questions about data skills

What data formats are supported?

Data skills work with CSV, JSON, Parquet, SQL databases (PostgreSQL, MySQL, SQLite), and API responses. They can read, transform, and output in any of these formats.

Can skills write complex SQL queries?

Yes. Skills generate everything from simple SELECT statements to complex queries with CTEs, window functions, recursive queries, and performance-optimized joins. They understand PostgreSQL, MySQL, and SQLite dialects.

Do I need to share my actual data?

No. Skills work with your data locally in your terminal. Your data never leaves your machine. Skills generate code and transformations - they don't upload or transmit your data anywhere.

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