Shop foreman role is inefficient—they are paid salary plus hourly but often idle on recalls until assistance is needed, causing wasted labor cost and unclear productivity.

Generate a build spec

User stories, data model, API surface and a two-to-four week MVP cut — grounded in what these 1 reports actually said. Markdown you can paste into a coding agent.