CommunityWriting & Editinggithub.com

MrGeDiao/shuorenhua

A Chinese-first rewrite skill that removes AI tone from text while preserving facts, ready to use across Codex, Claude Code, Cursor, and ChatGPT.

What is shuorenhua?

This skill, named MrGeDiao/shuorenhua (说人话, meaning 'speak human language'), is a specialized rewrite tool designed to eliminate the distinct 'AI tone' from generated content, making it sound more natural and human-like. It prioritizes Chinese language output but can adapt to other languages if needed. The skill ensures factual accuracy is maintained during the rewriting process, and it offers scene-based customization so the output fits specific contexts (e.g., casual chat, professional writing, social media posts). After rewriting, the text is ready for direct publication without further editing. It supports multiple AI agent platforms including Codex, Claude Code, Cursor, and ChatGPT, making it versatile for developers and content creators who want to polish AI-generated drafts into authentic, native-sounding content.

Works with✓Claude Code✓Codex CLI✓Cursor
npx skills add MrGeDiao/shuorenhua

Installed? Explore more Writing & Editing skills: steipete/notion, langchain-ai/langchain, bytedance/podcast-generation · View all 6 →

Ask in your favorite AI

Open a new chat with this agent skill pre-loaded.

Documentation

What does shuorenhua do?

说人话|中文优先的去 AI 味改写 skill:保事实、分场景、改完可直接发。Chinese-first rewrite skill for Codex / Claude Code / Cursor / ChatGPT — removes AI tone, preserves facts.

Related Skills