Allow Super User permission programmatically

I want to use a shell command for my app as root permission. I put in my manifest:

<uses-permission android:name="android.permission.ACCESS_SUPERUSER"/>

How do I give Super User permission programmatically without using any input device?

A window like this is appearing:

I want to avoid that step and programmatically select the Remember choice forever.

You cannot do it programatically.