166 lines
5.9 KiB
Markdown
166 lines
5.9 KiB
Markdown
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# AI写作去套话工具
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`写作` `AI检测` `提示词` `Claude` `自然语言`
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# anti-slop-writing
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印度尼西亚语（默认）| [英语](README.en.md)
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一个通用技能，让 AI 输出听起来不像 AI。更人性化、更具体、不生硬。
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适用于 **Claude.ai、Claude Code、Codex CLI、Gemini CLI、Copilot、Cursor、Windsurf** 以及其他支持系统提示词的工具。
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基于维基百科 ["AI写作特征"](https://en.wikipedia.org/wiki/Wikipedia:Signs_of_AI_writing) + AI文本检测研究，灵感来自 [@mkbijaksana](https://x.com/mkbijaksana/status/2027714311330627877)。
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---
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## 使用前 vs 使用后
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**不使用本技能：**
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> The festival serves as a vibrant testament to the region's rich cultural heritage, showcasing the intricate tapestry of traditions that have endured through the ages, contributing to the broader social fabric of the community.
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**使用本技能：**
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> The festival has run every April since 1987. Locals build their own stalls. The goat cheese and handmade pottery sell out by noon.
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---
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## 快速开始
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### Claude.ai（网页版）—— 最简单的方式
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1. 从[最新 Releases](https://github.com/adenaufal/anti-slop-writing/releases/latest) 下载 `anti-slop-writing.skill`
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2. 在 Claude.ai：`设置 → Skills → 从文件安装`
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3. 选择刚刚下载的文件
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4. 开启新对话，直接使用
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### Claude Code
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```bash
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# 全局安装
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git clone https://github.com/adenaufal/anti-slop-writing ~/.claude/skills/anti-slop-writing
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# 或按项目安装
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git clone https://github.com/adenaufal/anti-slop-writing .claude/skills/anti-slop-writing
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```
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技能文件：`indonesian/SKILL.md`（印度尼西亚语）或 `english/SKILL.md`（英语）。
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### 其他工具（Codex CLI、Gemini CLI、Copilot、Cursor、Windsurf、Aider、ChatGPT）
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请参见下方[完整安装说明](#完整安装说明)。
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---
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## 使用方法
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使用自然语言指令：
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- "请改写得更人性化一点。"
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- "让这段文字看起来不像 AI 写的。"
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- "不要套话，直接说重点。"
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在 Claude Code 中也可以使用 `/anti-slop-writing`。
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### 快速验证
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发送以下提示词进行测试：
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```text
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将这段文字改写成两个版本：
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1）正式简洁版
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2）轻松口语版
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两个版本都要保持自然，避免 AI 模板式用语。
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```
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如果结果更具体、句子节奏更有变化，说明规则已生效。
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---
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## 完整安装说明
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> 除 Claude.ai 外，所有工具都需要先克隆仓库：
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> ```bash
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> git clone https://github.com/adenaufal/anti-slop-writing /tmp/anti-slop-writing
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> ```
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> 然后从 `indonesian/`（印度尼西亚语）或 `english/`（英语）文件夹中选择文件。
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| 工具 | 文件及位置 |
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|------|-----------|
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| **Codex CLI**（全局） | `cp /tmp/anti-slop-writing/indonesian/AGENTS.md ~/.codex/AGENTS.md` |
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| **Codex CLI**（项目） | `cp /tmp/anti-slop-writing/indonesian/AGENTS.md ./AGENTS.md` |
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| **Gemini CLI**（全局） | `cp /tmp/anti-slop-writing/indonesian/GEMINI.md ~/.gemini/GEMINI.md` |
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| **Gemini CLI**（项目） | `cp /tmp/anti-slop-writing/indonesian/GEMINI.md ./GEMINI.md` |
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| **GitHub Copilot** | `cp /tmp/anti-slop-writing/indonesian/AGENTS.md .github/copilot-instructions.md` |
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| **Cursor** | `cp /tmp/anti-slop-writing/indonesian/AGENTS.md .cursor/rules/anti-slop-writing.mdc` |
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| **Windsurf** | `cp /tmp/anti-slop-writing/indonesian/AGENTS.md .windsurf/rules/anti-slop-writing.md` |
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| **Aider** | `aider --system-prompt "$(cat indonesian/system-prompt.md)"` |
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| **ChatGPT / 其他工具** | 复制 `indonesian/system-prompt.md` 内容 → 粘贴到系统提示词 |
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> 如需英语版本，将 `indonesian/` 替换为 `english/`。
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---
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## 仓库结构
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```text
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anti-slop-writing/
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├── english/
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│ ├── SKILL.md
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│ ├── AGENTS.md
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│ ├── GEMINI.md
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│ ├── system-prompt.md
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│ └── references/
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│ ├── vocabulary-banlist.md
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│ └── structural-patterns.md
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├── indonesian/
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│ ├── SKILL.md
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│ ├── AGENTS.md
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│ ├── GEMINI.md
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│ ├── system-prompt.md
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│ └── references/
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│ ├── vocabulary-banlist.md
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│ └── structural-patterns.md
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├── references/ ← 旧版（合并文件）
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├── README.md
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├── README.en.md
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└── LICENSE
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```
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- `AGENTS.md`、`GEMINI.md`、`system-prompt.md` 内容相同——只是针对不同工具的格式有所区别。
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- `SKILL.md` 专为 Claude Code 的技能格式设计。
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- `anti-slop-writing.skill` 通过 [Releases](https://github.com/adenaufal/anti-slop-writing/releases) 单独发布。
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---
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## 印度尼西亚语专项适配
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本仓库针对印度尼西亚语文本中的 AI 模式制定了专项规则：
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- 在轻松语境中使用过于正式的语气
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- 模板式用语（"不仅……而且……"）
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- 总以"结论"结尾
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- 过度名词化
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- 缺少语气助词（nah/sih/dong/kan）
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- 不顾语境一律使用正式的"您（Anda）"
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请使用 `indonesian/` 文件夹中的文件。
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---
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## 参考资料
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- 维基百科：[AI写作特征](https://en.wikipedia.org/wiki/Wikipedia:Signs_of_AI_writing)
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- Kobak et al.（2024）：*Delving into LLM-assisted writing*（[arXiv:2406.07016](https://arxiv.org/abs/2406.07016)）
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- Russell, Karpinska & Iyyer（2025）：*频繁使用 ChatGPT 的人能准确识别 AI 生成文本*
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- Fraser, Dawkins & Kiritchenko（2025）：*检测 AI 生成文本：影响可检测性的因素*
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- Wang et al.（2024）：*M4：多生成器、多领域、多语言黑盒机器生成文本检测*
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- Lovenia et al.（2024）：*SEACrowd*（[arXiv:2406.10118](https://arxiv.org/abs/2406.10118)）
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- Ilman Akbar（2024）：*手动检测 AI 生成内容的简单方法*
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- The Conversation Indonesia（2024）：*为什么原创文字也会被判定为 AI 所写*
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## 致谢
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- [@mkbijaksana](https://x.com/mkbijaksana/status/2027714311330627877)
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- 维基百科 [WikiProject AI Cleanup](https://en.wikipedia.org/wiki/Wikipedia:WikiProject_AI_Cleanup)
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## 许可证
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MIT
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