I'll wear my riding clothes to the ride, if I have to stop, after the ride for food pretty much everywhere if I've got a ride that day.
If I'm running late, I'll drive with my road shoes with SPD-SL cleats on the bottom and my helmet on.
I think it is funny how people look at me, but my head is protected even while driving!!