You can add a favicon by dropping a favicon.ico into the public directory. Or, if you want to specify a different location, you can use the FAVICON config variable to specify the path.
You can do the same thing for apple-touch-icon.png; there is no support for custom paths.
Choose something dark for the primary colour as it will be used for links and buttons. Kuusamo automatically generates a lighter version for use elsewhere.