I used to have a problem with the strap slipping off at one time.
Then I got a strap made by Danny Dyson with the "rough side" of the leather against my shoulder.

What a difference!
No more slipping.

Works great.
DP

Hey, try a rubber band around he thumb strap to make it tighter.
BTW, where you at?