This doesn't work anymore. I've contributed updated changes into the oh-my-zsh golang plugin.
OH-MY-ZSH plugin which adds tab completion and syntax highlighting to godoc
install source highligher
$ sudo apt-get install highlight
clone to the plugin directory
$ cd $ZSH/plugins $ git clone https://github.com/icholy/gdoc
enable plugin in