A gouge is used to cut a neat channel out of your leather, usually on the flesh side, to enable you to make folds or angles in thick leather.
It can also double up as a stitching groover if you are using a heavy thread.
This tool can be sharpened on a fine sharpening stone or file card, so it will last you for years.