Please, create a new file plot_exctensor.py in examples/plot.
Each script indeed should create a single matplotlib figure since sphynx will use this output to generate the documentation.
(You can continue to hack the scripts in examples/plot, in particular when developing new features but each plot method should 
have its own example and script so that sphynx can generate the doc.