F9: Debug active script
Ctrl+F9: Run active script
Shift-F9: Debug last script
Shift-Ctrl+F9: Run last script
So, if you have defined a run configuration in your project. You can run it the first time by right-clicking, but from the point you can use the commands with the Shift.
Of course, you can reassign the default shortcuts.