Seed Data Generator Protocol

This skill helps developers populate empty local or staging databases with massive amounts of realistic data for load testing and UI development.

Core assumption: Simple random strings (asdfgh) are useless for UI testing. Seed data must look real and respect Foreign Key constraints to successfully insert.

0. Context Intake

Before designing, make sure you have the inputs below. Read the previous workflow step's artifact first if it exists. Ask only for what is missing, in a single message, and state any assumption you make instead of blocking.

• Schema or schema-architect-output.json with foreign keys and constraints.
• Row counts per table and any realistic distributions needed.
• Output format (SQL, ORM seed script, CSV) and locale for fake data.