Bookmark pages from the browser to your Diigo.com account. Select Menu, "Share page" and then the new option "Diigo". You'll need to sign in to your account when you first use Diigo.
This app is very small and simple. It only posts links - no highlights or commenting! For more features, try the official app, Diigo by Diigo