git clone the repo and install the dependencies:

bundle install
# or without bundler
gem install github-pages

Then build the site and serve it:

jekyll serve -w

There's a Python script to cache all GitHub avatars into the repository. Install the following:

pip install pyyaml requests

And then just execute:

python download_avatars.py

Don't forget to commit the downloaded images.