Which is kind of a silly theory, since writing was invented in that part of the world circa 3500 BCE.
It's more likely that their religious practices were limited to the priesthood, and it wasn't until the exile that they were written and compiled into a standardized format.
In fact, this theory isn't foreign to Jewish tradition, nor to how other religions have operated throughout the years.