pyO3F is a Python framework to support the implementation of optimization approaches to wildfire-related problems. This paper follows a previous one (pyO3F—A python framework for wildfire-related optimization, Part I: Design and fundamentals) in which the design and the core classes of the Python framework pyO3F were introduced, along with a discussion of related work. Here, we describe and exemplify how pyO3F can be used to address wildfire optimization problems.