I have a slotted wooden holder, probably similar to mic-pa's. It's 12"x4"x1" and has 5 backward slanted slots. Since your husband made your cabinet, perhaps he could custom make you a similar holder to suit your rulers.
I love mine because you can remove/replace any ruler without disturbing any others.