How to Edit Action Button?

Newbie here. I’ve searched everywhere, but can’t find the answer. Where do we edit an Action button?

I see it under Forms > Actions, but when I click on it, I can’t seem to edit my original settings.


You could see form tools under design mode, all the custom action buttons will be displayed here.
Click on the action button name, the button manage panel will pop out.