Another reason why supernatural beliefs would benefit the species: the terror of death could be debilitating without them.
Something like this is often mentionned, but I don't think it has much basis, except in the case of old people that are approaching death.
Life is like chess. Some moves you see, some moves you don't.
Q.E.D