Theme manager - how do I switch to my custom theme?

I have read the tutorial for the Theme Manager and done as it suggested and made some changes and upload design theme as custom theme.

So how do I now apply it to my app, my app original was using the bootstrapcdn and now I want it to pick up my custom theme, but can not see anywhere you do this?

What am I missing?