Detect and humanize AI-generated Chinese text. 20+ rule detection categories plus statistical features (sentence-length CV, short-sentence fraction, comma density, perplexity, GLTR, DivEye) plus scene-aware LR fusion (rule × 0.2 + LR × 0.8) trained on three scenes: general / academic / longform 长文本 (≥1500 字)。Unified CLI: ./humanize {detect,rewrite,academic,style,compare}.
Install
npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill humanize-chinesenpx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill humanize-chinese -a claude-code -gnpx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill humanize-chinese -a codex -ggemini skills install https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git --path skills/49-voidborne-d-humanize-chinesegh skill install brycewang-stanford/Auto-Empirical-Research-Skills humanize-chinesegit clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills /tmp/brycewang-stanford__Auto-Empirical-Research-Skills
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/brycewang-stanford__Auto-Empirical-Research-Skills/skills/49-voidborne-d-humanize-chinese ~/.claude/skills/humanize-chinese # Claude Code
cp -R /tmp/brycewang-stanford__Auto-Empirical-Research-Skills/skills/49-voidborne-d-humanize-chinese ~/.agents/skills/humanize-chinese # Codex, Cursor, Gemini CLI, Copilot, OpenCode