http://restcookbook.com/Mediatypes/json/ says "There is no predefined way to deal with link discovery in JSON". I'm surprised it doesn't even mention JSON Schema (http://json-schema.org/) or JSON API (http://jsonapi.org/), which are not official standards but allow you to write machine understandable and discoverable API.
If the author wants to promote standards, I think it would be better to look at what the world is using and then put together a guide that explains how to use JSON-LD and other W3C proposals.