How about if you have Brass Knuckles. Which if I recall, gives you another die and combo. Do you get the die brass knuckles gives you since it gives you combo, or not since combo says no weapon bonuses?
No brass knuckle bonus since it's a weapon.
A combo is essentially an added headbutt, elbow smash, knee to the face, etc.