If you find the Moom's controls work on only one Desktop, the problem is (more than likely) that you've assigned Moom to only that Desktop. Change this by setting Moom to appear on All Desktops (via the Options entry in the menu you see when you Control-click on Moom's Dock icon), and Moom should start working on all Desktops.