The parse button will essentially read the script and look for the name of the script (the string passed inside pc.createScript) and also it will look for any script attributes that you might have declared.
When you add/remove/modify script attributes you should click Parse so that the Editor can be updated and show you input fields for the values of those script attributes on the script component.