This was probably just a loading bay before he got his hands on the place, but there are telltale tire tracks and iridescent oil stains that point to this being the former parking space and workshop for whatever incarnation the Riddlermobile is currently on. On a pile of emptied-out containers of antifreeze, you find a list of car-related maintenance chores and a note.