I always forget Graverobber topdecks the gained cards. In fact, my IRL group didn't even realize this when we first got DA.
As for duration cards, I move them so that they are slightly higher than my other action cards, that way they don't get swept up like all the rest. Then I move them back down for the start of my next turn to know that they are giving me bonuses.