Edits, audits, and drafts prose using a concrete anti-slop workflow. It composes narrative in coherent units of thought and movement, prefers meaningful syntactic hierarchy, and runs structural and cadence gates before returning fiction. It also repairs authorial-management leakage, redundant demonstrations, procedural bookkeeping, semantic beat stacking, staccato cadence, unearned micro-interpretation, mechanical dialogue, canned significance, generic abstraction, templated rhetoric, and promotional puffery while preserving the writer's facts, voice, pacing, and genre.
Install
- 1Add it in ChatGPT
Open Plugins in the ChatGPT sidebar (web or desktop), search for “Human Prose Editor” and select +. You'll be asked to sign in to any connected service on first use. Then type @ in a chat to call it.
Skills 1
- human-prose
Edit, rewrite, audit, or draft prose when the user wants writing to sound less AI-generated, less generic, less templated, more concrete, or more human while preserving the writer's existing voice and meaning. Use for requests to de-AI, humanize, de-slop, remove AI writing habits, audit for AI-slop, fix staccato or semantic beat stacking, repair weak narrative or scene architecture, fix floating dialogue, or apply anti-AI prose rules. Do not trigger for ordinary summarization, translation, factual Q&A, or grammar-only checks unless the user also asks for this style treatment.
Things to ask
- “De-AI this draft without flattening my voice.”
- “Audit this passage for AI-writing patterns.”
- “Rewrite this scene with grounded dialogue.”