Humanize (humanize)

Make writing clearer, more specific, more natural, and recognizably authored without sanding away the writer's authentic voice.

This skill is an editorial system, not a detector-evasion system. AI-style signals are evidence to inspect, not rules to obey mechanically.

When to Use

Primary Trigger Scenarios

• Post-Drafting Polish: Reviewing first-pass AI or human copy (articles, essays, blogs, executive memos, PR descriptions) to remove generic chatbot idioms and mechanical phrasing.
• Documentation & Technical Writing: Ensuring READMEs, architecture docs, API guides, and repo manuals read clearly with high factual density and zero marketing fluff.
• Marketing & GTM Copy: Eliminating empty significance inflation ("game-changing", "testament to", "unlocking the power of") while preserving verified claims and conversion intent.
• Code & PR Reviews: Auditing documentation PRs or changelogs for formulaic structures, binary contrasts, or placeholder text.
• Audit & Triage: Evaluating external submissions or community PRs to identify low-effort AI slop vs. authentic contributions.