Persistent is buggy and often does not last after reboot, but defintely try as Larry stated.
This process will work:
Drag this file
Swatches flyout Menu >> Open Swatch Library >> USER DEFINED >> (choose the swatch library you dropped there)
Make this library persistent, save workspace (incase your prefs get reset in future), quit, restart illustrator.