It works in a virtualenv, but it does not seem to work at a global level across multiple virtualenvs. Unless I'm missing an undocumented feature, it only shows the packages for the currently activated virtualenv and doesn't allow you to specify a different (or multiple) envs. As the original commenter said, it'd be nice to have a view of all virtualenvs on the system broken up per env.
