In RecentX , you can use tags to quickly access your favorites. That would be just one click away. Right click on any item and tag that item. Then you will be able to access that item with a tag button on top.
To understand this feature better, watch this video:
You can also create a tag called "Favorites" and then assign that tag to different items.