I agree with the good captain.
Realistically a quantum reactor should provide for the ship it is fitted too. I think that the quantum reactor should be renamed the Cornucopia Reactor, it provides supplies beyond abundance.
I changed the ability of the QR from quantum reactor to solar supply generation. I gave it 1500 supply generation per star. This limits its effect somewhat. Play with the number until you get the effect you want. Most AI ship designs call for solar supply so you don't screw up the AI to bad.