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// DevOps & CI/CD

claude-code-ai-rate-reducer

claude-code-ai-rate-reducer — a Claude ecosystem project on GitHub.

// DevOps & CI/CD[ cli ][ claude ]#claude#devops$open-sourceupdated 14 days ago
Actively maintained
96/100
last commit 19 days ago
last release none
releases 0
open issues 0
★ 41 github ↗
// install
git clone https://github.com/zhuzhenghao-max/claude-code-ai-rate-reducer

论文AI率降低插件（学术伪装大师 · 熵权对抗版）

基于"信息熵调制"与"依存句法扰动"原理的AI写作降重技能。同时支持 Claude Code、Cursor、Windsurf、GitHub Copilot Chat 等主流AI编程/写作助手。

适用场景：维普、知网、Turnitin等主流AIGC检测系统。

核心原理

  • AI写作 = 低困惑度 + 高突发性偏差
  • 人类写作 = 高困惑度 + 低突发性偏差（齐普夫定律）
  • 本插件将文本词频分布从"AI的平滑正态分布"强制扭曲为"人类的长尾幂律分布"

安装方式

Claude Code

# 一键安装
git clone https://github.com/YOUR_USERNAME/claude-code-ai-rate-reducer.git
cd claude-code-ai-rate-reducer

# Windows
powershell -ExecutionPolicy Bypass -File install.ps1

# macOS / Linux
bash install.sh

或者直接作为Skill使用：将 .claude/skills/ai-rate-reducer/SKILL.md 放入 ~/.claude/skills/ai-rate-reducer/SKILL.md，重启Claude Code即可。

Cursor / Windsurf

将 SKILL.md 内容复制到项目根目录的 .cursorrules 或 .windsurfrules 中，或者直接粘贴到对话中：

请按照以下规则帮我改写论文文本：
[粘贴 SKILL.md 全部内容]

需要改写的文本：[粘贴论文]

GitHub Copilot Chat

在对话中输入 .github/copilot-instructions.md 的内容，或将SKILL.md作为自定义指令导入。

通用用法（任何AI工具）

直接将 SKILL.md 的内容粘贴到对话开头，然后附上需要改写的文本即可。所有AI工具都支持Markdown格式的系统指令。

使用方式

在对话中输入：

启动熵权对抗 + 目标场景 + [粘贴论文文本]

目标场景三选一：SCI/普刊/毕业论文

输出包含：

  1. 词频干扰报告
  2. 改写终稿
  3. 残余AI风险指数

五大杀招

杀招原理
词汇突发性调制人为制造词频波峰波谷，打乱统计显著性检验
依存句法边界破坏拉大主谓距离，稀释注意力权重
心理语言学填充植入高级"认知情态词"，模拟人类犹豫
上下文窗口污染制造跨段落远距离指代
标点语义密度劫持用分号冒号破折号替代句号，破坏句子边界预测

协议

MIT License

// compatibility

Platformscli
Operating systems—
AI compatibilityclaude
License—
Pricingopen-source
LanguageShell

// faq

What is claude-code-ai-rate-reducer?

claude-code-ai-rate-reducer is a Claude ecosystem project. It is open-source on GitHub.

Is claude-code-ai-rate-reducer free to use?

claude-code-ai-rate-reducer is open-source, so it is free to use.

What category does claude-code-ai-rate-reducer belong to?

claude-code-ai-rate-reducer is listed under devops in the Claudeers registry of Claude-compatible tools.

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★ 41 stars
unclaimed
updated 14 days ago

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