The film relies on traditional heteronormative romantic tropes and slapstick comedy. There is no evidence of non-cisnormative gender identities or narratives that critique heteronormativity.

Narrative focus is heavily skewed toward the male protagonist's agency and physical comedy. Female characters function in traditional supporting roles that do not disrupt established gender hierarchies.

The cast is predominantly Chinese, reflecting its Hong Kong origins. It represents a culturally homogeneous environment rather than utilizing diverse ethnic casting for social commentary.

The story uses the undercover trope to mock the rigidity of educational and police institutions. It lacks the systemic critique required for a higher progressive score.

There is no significant presence of characters with visible or invisible disabilities. The narrative focuses on the physical prowess and comedic timing of the lead actor.