data-context-extractor

To extract data knowledge, this Skill connects to your warehouse, surveys schemas, and generates initial reference files to bootstrap a structured data-analytic skill. It captures tribal knowledge from analysts into a SKILL.md and references structure.

Creating a data context skill is best handled by Bootstrap Mode, which surveys your warehouse schemas and generates initial reference files. This turns analyst knowledge into a structured skill for consistent queries and governance.

Yes, you can append domain-specific references, schemas, and terminologies to an existing data context skill using Iteration Mode. It loads your current skill and improves accuracy and coverage with new domain-specific guidance.

No specific dependencies are required to extract tribal knowledge from analysts. The Skill operates independently using reference-file templates and domain-specific guidance within a SKILL.md and references structure to capture warehouse context.

Bootstrap Mode initiates schema discovery to create a new data context skill from your warehouse, while Iteration Mode loads an existing skill to append domain-specific references. Both use reference-file templates to structure analyst knowledge.