How to reward all the customer's orders for the lifetime?

To apply commission for every sale made by a given customer, select the program you want to work this way and press Edit Program.

Look for the field called How to handle multiple sales from a referred customer? and select Apply commission for every customer sale (lifetime).

Good job! Now every referred customer's sale will generate a commission for your partner.