A mechanic is struggling to identify the correct tail lamp socket part number for a 2003 Ford F-150 due to inconsistent part numbering systems across different suppliers.

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.