One more confusion with a brilliant skyrim magic. Yep, it's all about the spells on top. They does not work. Really. It does no matter what armor you're wearing (or no armor at all). You cast one spell to move more quietly and then another to become invisible. But your enemies doesn't feel a difference, they still see you and try to slash you.
Maybe i don't understand something in an ingenious plan of our beloved developers.