Data Context Extractor

The Data Context Extractor is a specialized Claude Code skill designed to bridge the gap between raw database schemas and actual business logic. By enforcing a strict interview-first protocol, it prevents Claude from making incorrect assumptions about your data. It guides users through documenting data sources, entity relationships, metric definitions, and common 'gotchas' or data quality issues. The result is a persistent, project-specific data context that allows Claude to perform accurate analysis, write correct SQL, and understand the nuances of your specific dataset without repeated explanations.

Key Features

Use Cases