AI text humanization

★ 7.0 · content

humanizer is a Claude Code skill that removes AI-generated writing patterns from text, making it sound natural and human-written. It is based on Wikipedia's "Signs of AI writing" guide, maintained by WikiProject AI Cleanup. The skill detects and corrects a wide range of specific patterns: inflated symbolism, promotional language, superficial -ing participial phrases, em dash overuse, rule of three, passive voice, AI vocabulary words, vague attributions, negative parallelisms, and filler phrases. It supports voice calibration from the author's writing samples, multiple invocation modes, and a draft → audit → final editing loop. Useful for editors, marketers, and anyone looking to bypass AI detection tools or simply strip robotic stiffness from generated content.