Shoes and PJs? That's quite a look :)
I ask for PJs as soon as I board and change into them, but wear flip-flops.
That's a popular option. Personally, I prefer to change as soon as possible, because it makes me more comfortable, keeps my street clothes fresher (and avoids me spilling food on...