"logy" is like in biology
In old times, esp. in dualism period, people used to believe that knowing everything isn't possible in terms of each and every SCIENCE. Omnilogy is a branch of science that deals with learning & retaining information about all the rest of the sciences involved in humanity. What they used to call genius in old times is now simply an omnilogist.