Enter Find Mode 
Set Field [Inventory::Quantity ; 0 ]
Set Error Capture [on]
Constrain Found Set 
Enter Preview Mode
This doesn't take me to the Inventory Report Layout and display the results there.
You would insert that code into the script you posted. Note that the last step is already in your previous script. The other lines should be added to precede it.
Perfect thank you!