I have never had the bow come off the holder. Are you using one of the short bow holders or something like the EZ Hanger that extends your bow out away from the tree?
They just opened a Gander Mountain about 40 miles from me....how's their prices on most archery gear? Fair?
Anyway, goodluck tomorrow.