Need to refresh the skills list shown in the advanced search

When testing the plugin i had created a whole bunch of dummy skills that I now only realise are still showing up in the skills drop-down list on the 'advanced search' window. Is there anyway to either individually remove these skills or to refresh the list? Thanks in advance.