Use when writing or editing prose humans will read—blog posts, social media posts, documentation, READMEs, announcements, explanations, reports, commit messages, error messages, or UI text. Applies Steven Pinker's classic style and curse-of-knowledge remedies so readers outside your head can follow, and strips the hype and filler that make text read as AI-written.