For comparison I created a Pighead HDA (which is a geo HDA as well) but it has those general purpose handles working.
With the Pighead selected, I see that when I press and hold on the Handles Tool, it shows some options there:
But when I do that with my own tool, there's nothing there:
How can I make handles appear?
