Many people have added a window sash twist-latch to hold the top and bottom halves of the doors together...or in alignment. I did the same but went with a different type latch. I preferred this type latch because it is adjustable. I do admit....there is nothing pretty about it. But for me it was a better option.
YouTube video:
https://youtu.be/1-vrbRZ60XI