Congrats on the full pond!
I agree with Retired, fences around a pond are generally pretty ugly, and rocks are usually better if they can also accomplish the task.
If your spillway is fairly wide, I think placing a small triangle (profile view) of cobble size rock would keep in a lot of fish except for your most extreme flow events.