Humanize is a text-revision skill that enforces a concise set of stylistic rules designed to strip AI-generated patterns from prose. It instructs revision passes that remove negation-then-contrast constructions, avoid three-item parallel lists, eliminate indirect repetition, and ensure paragraph endings contain substantive detail. The skill includes a mechanical revision checklist and scoring guidance so writers can perform a deterministic cleanup pass before publication.
Apply this skill whenever producing text for human readers: emails, documentation, blog posts, commit messages, or any published copy. It is intended as an automatic post-edit step for agent-generated or human drafts to increase clarity, trust, and perceived human voice.
Intended for use with assistant workflows that produce text outputs (LLMs, editing agents). Ideal for pipelines that auto-run a revision step before presenting text to end users.
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