This is a three-pass proofreading system designed to strip AI-generated text of its telltale patterns and make it sound human. It targets six specific AI tells: filler phrases like "in today's era," repetitive sentence structures, overly formal vocabulary, mechanical formatting, fence-sitting neutrality, and vague abstractions without concrete details. The workflow is systematic: first pass checks facts and logic, second pass rewrites AI-sounding sentences into conversational Chinese, third pass polishes rhythm and formatting. It includes grep integration to pull real examples from a personal content library of social media posts. Aimed at Chinese content creators who need their AI-assisted writing to pass detection tools while maintaining authentic voice.
npx skills add https://github.com/alchaincyf/huashu-skills --skill huashu-proofreading