Unfollow non-followers on Twitter

You will need Ruby. Then:

gem install twitter

Specify access to Twitter API and Twitter nickname in the script. Then:

ruby twi.rb

And go drink your coffee. It's all.

You can use the full version Twitter Toolkit onRails - Follow, Unfollow, Retweet, Posts, Tweet Parser.