From the site:
Making automata is hard. It requires a wide range of construction skills and an understanding of certain mechanical and engineering principles...The first half of the tape is divided into the following sections: Levers, Cranks, Linkages, Cams, Shafts & Bearings, Ratchets, Gearing and Drives...The second part concentrates on some of the ways the mechanisms can be put together to make automata.
Here is the link to the video on How to Make Automata
Note: Those in the USA will want the NTSC version.
Here is a book that is also very good: Automata and Mechanical Toys.