I had a scrub plane at one time and had that problem- seems like a poor design- heavy cut, larger forces, but only a small amount of friction holding...
I've built several over the years. Treads 4"-4 1/2", basically a ladder with wider rungs and attachment method at the top, and maybe additional grip...