On this article, we will be using Contact Us form for example purposes, which looks like this before any edits:

To assign styles for Customized Forms, navigate to Actions --> Edit Form Settings:

Under its Display Settings tab, custom CSS can be added directly on Form Styles section:

For example purposes, I added background color, font color and padding:

Changes applied to the form on the fly: