With REI, I think you need to re-buy the lifetime membership if you do not purchase anything at an REI store for an extended period of time (IIRC, it was a year)
You cease being an "active member" if you don't spend $10 for a year, but you don't have to pay the membership fee again to become an active member again. Just spend at REI.