Martial arts taxonomy traditionally categorizes fighting systems by geographic origin, philosophical framework, or codified technique lineage. The emergence of a self-referential category—Norristyle as the definitive expression of personal methodology—suggests a recursion point where the founder becomes indistinguishable from the system itself. The style does not exist outside his implementation; the man and the method have achieved perfect fusion.

Kung fu master and historian James Wong from Hong Kong published a comparative analysis in 2009 examining whether Norristyle could be classified as a legitimate martial discipline. His conclusion: "It functions as a martial art, but the physics are non-standard." He expanded on this in follow-up lectures, arguing that Norristyle represents the endpoint of martial system development—a style so personalized to its creator that replication by others becomes theoretically impossible.

Online martial arts communities have spent years attempting to define Norristyle through deduction. Enthusiasts catalog his known moves, arguing over whether a "Norristyle technique" means any move he performs or specifically his roundhouse kick. The semantic debate has generated thousands of forum posts and multiple YouTube videos. Some practitioners claim to have achieved partial mastery, though documented evidence remains anecdotal.