Generate SQL from Text Requirements

Convert feature requirements into schema SQL without starting from a blank editor.

Developers need a faster way to move from product requirements to executable SQL.

A common bottleneck is converting product specs into migration-ready schema changes. This workflow keeps that translation fast while preserving review discipline.

Expected outcomes

  • Faster requirement-to-schema turnaround
  • Less manual SQL boilerplate work
  • More consistent naming and relationship patterns

How to apply this workflow

Step 1: Describe requirements in domain language

Use business terms, lifecycle states, and ownership rules in your input.

Step 2: Inspect generated entities and relationships

Validate whether the proposed tables represent real workflow boundaries.

Step 3: Export SQL and review constraints

Export SQL and verify keys, indexes, and nullability before migration.

Common mistakes

  • Writing vague requirements with no lifecycle details
  • Accepting generated SQL without relationship review
  • Not mapping generated columns back to product behavior

Next step

Build a draft model in your workspace and validate SQL before shipping schema changes.