E. Cobham Brewer 18101897. Dictionary of Phrase and Fable. 1898.
A rule is an order from one of the superior courts, and a rule nisi is such an order to show cause. That is, the rule is to be held absolute unless the party to whom it applies can show cause why it should not be so.