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Fathom goes beyond what is needed for the recommendation engine. It will eventually be available as a standalone tool in firefox, enabling addons to set their own rules to make it easier to work with webpages.
Fathom documentation and code: https://github.com/mozilla/fathom/blob/master/README.mdrst
IRC: #fathom