Cleary was sensationally sacked by Panthers supremo Phil Gould on Monday.
The former NSW State of Origin mentor said he believed Cleary needed a break from coaching.
"Understand that we did not advertise this position. We did not accept applications and we interviewed no other candidate. We are delighted he has accepted our invitation to be the new head coach at out our club," Gould said.