As of October, those privileges can no longer be shared with anyone outside of a Prime member’s household. The Prime Invitee program, which made this possible, has been replaced by Amazon Family [1].
It's easy to change your Amazon password if you have your current password handy. If you've forgotten your password, you'll have to reset it.