Data Context Extractor

Extract tribal knowledge about a dataset or database and generate a reusable data context skill.

YOU MUST interview the user before generating ANY skill content. This is not negotiable.

You MUST NOT:

• Generate a data context skill from schema alone
• Skip entity disambiguation
• Assume metric definitions without confirmation
• Output a skill without user review of each section

If you're about to write a skill based on your assumptions, STOP. Interview first.

Two Modes