Quality guidelines | Flathub Documentation
https://docs.flathub.org/docs/for-app-authors/appdata-guidelines/quality-guidelines
For the quick guidelines for the actual content (descriptions, screenshots), see the Appstream docs.
I do think that as a store it should have some guidelines on quality, but not of the application icon's styling