You first have to install grip:
$ pip install grip
Then, you have to download and open the document with it:
$ git clone git@github.com:inaka/guidelines.git
$ cd guidelines
$ grip [THE FILE].md
Then, navigate to localhost:5000 on your machine and... print that page as a PDF :)