Soap should not be used too much in your "bits".
There are people who "dry-wash" the hair. I think this was not unusual decades ago, when they used flour.
I googled a bit and someone gave advice to use talcum powder: smooth it on your hair, not on scalp, then brush it away. Should work well for greasy hair.