Give him a personal sidequest. His bad luck is due to a curse, and there’s something he can do to break it, or at least compensate for it, and you can implement it with a 1 weapon or something to boost his spellcasting skill.
But a swarm would work too, where it has low AC and you whittle it down each turn.