From Artisans Asylum Wiki

A "shop", in Asylum parlance, is a dedicated crafting space that has tools, tables, and infrastructure that helps you do meaningful work in your area of interest.

For example, if you're interested in metalworking, we have an awesome Metal Shop and Machine Shop that you can use to fabricate your metal creations!