"All Hallow’s Read is a Hallowe’en tradition. It’s simply that in the week of Hallowe’en, or on the night itself, you give someone a scary book.

Scholars have traced its origins as far back as this blog post."

Or just read a scary book. 

from http://www.allhallowsread.com/

The official hashtag is:  

#allhallowsread