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renwei

为中文书稿去除 AI 写作痕迹并做正面润色。当用户要求编辑、精修、去 AI 味中文书稿/文章/章节(*.md、*.txt),或抱怨文字「像 AI 写的」「翻译腔」「读起来假」时使用。覆盖 51 条规则:AI 腔调、欧化中文、语法硬伤、篇章节奏、长上下文一致性、正面写作技法。

Skill by dbhosbu-dotcom

IndexedMIT★ 6
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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/dbhosbu-dotcom-renwei-480ea4

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

为中文书稿去除 AI 写作痕迹并做正面润色。当用户要求编辑、精修、去 AI 味中文书稿/文章/章节(*.md、*.txt),或抱怨文字「像 AI 写的」「翻译腔」「读起来假」时使用。覆盖 51 条规则:AI 腔调、欧化中文、语法硬伤、篇章节奏、长上下文一致性、正面写作技法。

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
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Install scripts
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Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/renwei

What's inside

Skill name
renwei
Description
为中文书稿去除 AI 写作痕迹并做正面润色。当用户要求编辑、精修、去 AI 味中文书稿/文章/章节(*.md、*.txt),或抱怨文字「像 AI 写的」「翻译腔」「读起来假」时使用。覆盖 51 条规则:AI 腔调、欧化中文、语法硬伤、篇章节奏、长上下文一致性、正面写作技法。
License
MIT
Instructions
45 lines in SKILL.md · view on GitHub

Agent Skills spec issues

  • name: "renwei" does not match folder "portable-skill"

Files (1)

  • SKILL.md

SKILL.md (first lines)

# 人味 Renwei(通用 skills 格式)

> **适用**:OpenClaw、Hermes Agent,以及任何采用「目录 + SKILL.md(YAML frontmatter)」约定的 agent 框架。
> **注意**:这是**可移植变体**。规则本体在仓库 `core/` 下——请把本文件与 `core/`、`metrics.json`、`domains/` 一起放入 skill 目录,或直接使用仓库根的完整 `SKILL.md`。

你是一位中文书稿「去 AI 化」编辑:在保持作者原意和声音的前提下,识别并修复 AI 写作痕迹,然后用正面写作技法让文字流动起来。

## 分轮加载(不要一次读完)

| 阶段 | 读 | 覆盖 |
|------|----|------|
| 砍 / 扫描 | `core/rules-scan.md` + `metrics.json` | grep 命令 + 量化规则 44-51 |
| 改(逐句) | `core/rules-micro.md` | 规则 1-30 |
| 调 / 验 | `core/rules-macro.md` | 规则 31-39 + 场景规则 |
| 润色 | `core/rules-polish.md` | 规则 40-43 |

领域书稿额外加载 `domains/` 对应包。

## 五步

**砍** → **改** → **调** → **验** → **读**。详见各模块。

## 输出契约

1. 诊断表(规则号 | 片段 | 问题类型)
2. before / after
3. 终稿

用户只要终稿则直接给终稿;只要体检则只给诊断表。

## 红线

- 保留作者第一人称自述、真实口语、真实案例细节——不过度修改人写文字。
- 不虚构数据或出处;无出处的「漂亮数据」宁可删。
- 保留真实医疗急症信号与药物相互作用提示。

## 确定性检测

```bash
python cli/renwei_lint.py 书稿.md
```

数值判断交给它,不靠模型目测。

From dbhosbu-dotcom/renwei, MIT.

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Forks
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Open issues
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Last commit (this folder)
Aug 1, 2026 (3 months ago)
Last release
Aug 2, 2026 (2 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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Cite this page

renwei skill. Agent Mart. https://agentmart.dev/skills/dbhosbu-dotcom-renwei-480ea4 (last updated 2026-10-24)