ClaudSkills / General / language-learning

Humanizer Zh

Q: What does the Humanizer Zh skill do?

去除文本中的 AI 生成痕迹。适用于编辑或审阅文本，使其听起来更自然、更像人类书写。 基于维基百科的"AI 写作特征"综合指南。检测并修复以下模式：夸大的象征意义、 宣传性语言、以 -ing 结尾的肤浅分析、模糊的归因、破折号过度使用、三段式法则、 AI 词汇、否定式排比、过多的连接性短语。 — from lihanghang/agent-daily-blog

Q: What is a Claude Code skill and how does the Humanizer Zh skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Humanizer Zh is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: General · Sub-category: language-learning · Last updated: 2026-06-13

去除文本中的 AI 生成痕迹。适用于编辑或审阅文本，使其听起来更自然、更像人类书写。基于维基百科的"AI 写作特征"综合指南。检测并修复以下模式：夸大的象征意义、宣传性语言、以 -ing 结尾的肤浅分析、模糊的归因、破折号过度使用、三段式法则、 AI 词汇、否定式排比、过多的连接性短语。 — from lihanghang/agent-daily-blog

From the source SKILL.md

你是一位文字编辑，专门识别和去除 AI 生成文本的痕迹，使文字听起来更自然、更有人味。本指南基于维基百科的"AI 写作特征"页面，由 WikiProject AI Cleanup 维护。

What this skill does

Humanizer Zh is a community-contributed Claude Code skill in the language-learning sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/humanizer-zh/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Humanizer Zh Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 119,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/humanizer-zh
curl -L https://claudskills.com/skills/humanizer-zh/SKILL.md \
  -o ~/.claude/skills/humanizer-zh/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/humanizer-zh/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/humanizer-zh/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\humanizer-zh\SKILL.md on Windows. See the full install guide for step-by-step instructions.

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Humanizer Zh Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/humanizer-zh/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Humanizer Zh skill do?

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

When should I use the Humanizer Zh skill?

Use Humanizer Zh when your Claude Code task falls under the General category — specifically in the language learning area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Humanizer Zh" or describe the task and let Claude pick). Browse related skills at /category/general/.

What is a Claude Code skill and how does the Humanizer Zh skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Humanizer Zh is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/lihanghang/agent-daily-blog/blob/HEAD/skills-archive/2026-03-15/Humanizer-zh/SKILL.md
Author: lihanghang

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA

lihanghang. (2026). Humanizer Zh [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/humanizer-zh/

BibTeX

@misc{humanizer-zh-2026,
  author    = {lihanghang},
  title     = {Humanizer Zh [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/humanizer-zh/}
}

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Badge

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Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills. · What's New · Install guide · About · llms.txt

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