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Updated 7mo ago

by redbaronyyyyy-eng

humanizer-zh-academic

🎓 降低中文学术写作 AIGC 检测率的 Claude Code Skill | Reduce AIGC detection rate for Chinese academic writing

Works with
  • Claude
View on GitHub (opens in a new tab)

319 GitHub stars (319)

+17 in 16 days

Stars gained per day · daily snapshots since Sep 30
Stars gained per day, Sep 30 to Oct 16: +17 in total; the busiest day was Oct 16 with +5 stars.Oct 1: 0 starsOct 2: +1 starsOct 3: −2 starsOct 4: +1 starsOct 5: 0 starsOct 6: +1 starsOct 7: +1 starsOct 8: +1 starsOct 9: +1 starsOct 10: +2 starsOct 11: 0 starsOct 12: +3 starsOct 13: +2 starsOct 14: 0 starsOct 15: +1 starsOct 16: +5 stars
Stars gained between daily snapshots
PeriodNew stars
Oct 10
Oct 2+1
Oct 3−2
Oct 4+1
Oct 50
Oct 6+1
Oct 7+1
Oct 8+1
Oct 9+1
Oct 10+2
Oct 110
Oct 12+3
Oct 13+2
Oct 140
Oct 15+1
Oct 16+5
  • 1 skill (1 skills found in its SKILL.md files)
  • 23 forks (23 forks)
  • 7mo ago last update (Last updated 7mo ago)

Install

Skills CLI

npx skills add redbaronyyyyy-eng/humanizer-zh-academic

Asks which agents to install it for. Add -g to install it for every project.

Claude Code

git clone https://github.com/redbaronyyyyy-eng/humanizer-zh-academiccp -r "humanizer-zh-academic" ~/.claude/skills/humanizer-zh-academic

Copies the humanizer-zh-academic skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project).

Plugin

/plugin marketplace add redbaronyyyyy-eng/humanizer-zh-academic

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

  • humanizer-zh-academic

    降低中文学术写作（论文、期刊文章、毕业论文等）AIGC检测率的专项 skill。 基于真实论文改写实验（AIGC率从 >50% 降至 11%）归纳的规律，并参考 Wikipedia「Signs of AI writing」项目的系统性模式分类。 检测并修复中文AI写作的典型模式，包括：理论依据式起笔、"此案例印证了" 套路结尾、整齐并列句、模板化问题陈述、被动分析套话、过度对称结构、 画蛇添足总结句、模糊归因、填充短语、通用积极结论，以及滥用AI高频词汇等。 Use when the user asks to: 降低AI率、人工润色、降低AIGC、humanize、 去AI味、学术写作润色、论文降重、AIGC检测、AI痕迹消除、降低论文AI率、 去除AI写作痕迹、学术文本人工化处理。

    SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.