Skype cutting out on Samsung Galaxy Ace III
Many factors can affect Skype:


Try to move closer to your router/modem
Close any unnecessary applications, and then go to Task Manager > RAM > Clear RAM 
Boot your device into recovery mode, and click on "Wipe cache partition". None of your data will be lost, don't worry.