For an alternative, see here.

Basically, once you have the bookmark set up, you can just hit F6 to jump to the URL field, and enter, e.g.,

cpan lwp::simple
[download]

(I have a keyboard-command bias, so this is my preference over choosing cpan from a pulldown menu.)