There seems to be numerous sites named 'Robbers Roost' of which there is one in Santa Ana Canyon that overlooks the passage from the Los Angeles basin to Riverside, San Bedrnardino and Palms Springs area.
I have ridden up to and around it, which is an outcropping of granite boulders, which commands a 360 degree view for miles.