Alexa at least used to just do trivial textual pattern matching hardly any more advanced than a 1980's text adventure for custom skills, and it seemed hardly more advanced than that for the built in stuff. Been a long time since I looked at it, so maybe that has changed but you can get far with very little since most users will quickly learn the right "incantations" and avoid using complex language they know the device won't handle.
