Use when asked to repair, de-slop, tighten, or edit prose (essays, specs, PRDs, ADRs, READMEs, docs) for editorial quality WITHOUT losing meaning, requirements, uncertainty, or the author's voice. Diagnoses genericness, unsupported claims, synthetic cadence, obscured responsibility, and voice discontinuity, then proposes minimal passage-local repairs. NOT an AI-authorship detector — never strips a stylistic feature just because it looks AI-written. Triggers include "de-slop this", "make this less generic", "tighten this doc", "is this AI-slop", "edit this without flattening my voice", and the audit/suggest/apply commands.
2026-07-15