What I will do is... What I will do is buy a flower.
What I will do is leave here.
What I will do is go to school.

What I will do is to chat with her.
What I will do is to bask in the sun.
What I will do is to determine the number of them.
What's the decisive factor for “What I will do is to do/do”？