Hello
The best way to handle this might be this:
http://help.skuid.com/m/getting-started/l/102648-override-a-standard-salesforce-detail-page-layout
You can override the standard Salesforce edit page layouts.
One alternative way would be to edit the opportunity in a popup. The save action would then close the popup and refresh the model data.
Janick