Prototype LabAssistantUI only

Assistant UI inventory

A clearer way to inspect every interaction.

This isolated project documents the current assistant interface without running the assistant itself.
Answer firstKeep the useful result visible before technical details.
Actions in contextFilters and sorting connect directly to the table.
Progressive disclosureReasoning and SQL remain optional.