Cannot add keyboard shortcuts in Mountain Lion
On the screenshot the panel with more choices is completely withdrawn (on the left). Once you pull it out, it makes it possible to select "Application Shortcuts" and then a "+" button appears which provides the sought functionality.

Bottom line: don't lose your panels!