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humanizer-zh

100 / 100 · Low risk

Fine to try.

By ahang1598/doubao-workbuddy-qwenwork-skills (GitHub) · other · 97 stars · scanned at commit 5e45653

检测并去除中文文本中的 AI 生成痕迹,使其更像人类自然书写。 覆盖内容模式(夸大意义、宣传语言、模糊归因)、语言模式(AI 高频词、三段式、同义词循环)、 风格模式(破折号滥用、粗体堆砌、表情符号)三大类 24 种 AI 写作特征的识别与改写。 Use when user mentions "去除AI痕迹", "AI味太重", "文章太像ChatGPT写的", "人性化改写", "去机器感", "让文字更自然", "humanize this text". 不用于一般性润色、翻译、语法检查或风格改写。

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'humanizer-zh' ] || [ -L ~/.agents/skills/'humanizer-zh' ]; then echo 'A skill folder named humanizer-zh already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/ahang1598/doubao-workbuddy-qwenwork-skills' "$d" && git -C "$d" checkout --quiet '5e45653f59a2e4a2a65f575e8aaf7637165674d5' -- 'qwenwork/skills/humanizer-zh' && mkdir -p ~/.agents/skills && cp -R "$d"/'qwenwork/skills/humanizer-zh' ~/.agents/skills/'humanizer-zh' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'humanizer-zh' ~/.claude/skills/'humanizer-zh' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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Score history

DateVersionScore
2026-11-075e45653100