You Do Need power plug adapter while traveling from Botswana to Tokelau.

Here is Why You Need An Adapter

The outlet and plug type used in Tokelau is I and in Botswana are D and G. This is how they look like.

Botswana

In Botswana, outlets of type D and G are in use.

Type D

Type G

Tokelau

In Tokelau, outlets of type I are in use.

Type I