I cannot reproduce this issue. Are you sure your skin is set up correctly?

mod list, I am sure it is not due to embeddium since it happened without that.

MM 1.6.1, Forge 40.2.0.

Okay i reproduced it outside of my dev environment. Unfortunately, I can't fix this until they add back a way to log in to your minecraft account in a development workspace.