i meant to make the distinction between 'prompt' and 'spec' in that prompts are something that a human types in by hand. Interesting programs are a combination of canon and novel input

Gotcha, yeah if a prompt does not produce the result you want, you need to add more details to it, depending on the scope it can be a lot. When it includes all sufficient details it becomes a spec.