Mining Litecoins as User in Debian
You should be able to add your current user to the plugdev group in Linux to be able to access the GPU as a standard user.  This can be accomplished by the following command:


  sudo usermod -G plugdev -a whoami


There may be some additional bits of information that are relevant in the README on the cgminer website.