H-05Generator → Critic → Revise

One role produces a draft; a separate role critiques it; the draft is revised against the critique.

Key insight

Models are better at spotting flaws in text than at avoiding them while writing. Splitting the roles exploits that asymmetry.

Failure mode

Sycophantic critique: if generator and critic share a model and a prompt style, the critic tends to approve whatever it would have written.

Elsewhere in the atlas