That page lists several widgets to get started with.
Perhaps my favorite is a very simple one, ExecPHP (available on the Widget page, or at http://www.ottodestruct.com ). It’s just like the basic Text Widget, only it lets you execute PHP code within it. This is great for converting your own custom sidebar junk into a widget, instantly.