Like everyone else the cape didn't properly set in.
After struggling for a while, I used an hair dryer to make the cape more flexible and forced it in. I had to apply a crazy amount of force on the shoulders, but it worked.

Megumin looks great and I was able to fix the issue so I'm happy, but what a joke. I shouldn't have to do any of this for a premium figure.