A homeowner needs to replace a toilet shutoff valve but is confused about which type, model, and brand to choose due to conflicting advice and lack of clear recommendations.

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.