novel-polishing SKILL.md skillA
novel-polishing from uu201/character-arc is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add uu201/character-arc/novel-polishing@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- uu201/character-arc
- Path
resources/skills/Distilled-Novel-Toolbox/novel-polishing/SKILL.md- Versions recorded
- 2
- Latest version
- v1.0.0, committed Jun 23, 2026
- First version recorded
- May 27, 2026
- Size
- 4,017 bytes
- Repository stars
- 590
- License
- MIT
网文润色与去AI味。当用户需要润色AI生成的文本、去除AIGC痕迹、改写机械句式、增加口语化表达、注入个人风格时触发。覆盖去AI化核心策略、润色指令模板、风格增强技术、前后对比案例。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 润色与去AI味 ## Purpose 提供AI生成文本的润色与去AI化方法，帮助作者将AI辅助生成的内容转化为具有人性温度和个人风格的文字。 ## When to Use - 用户需要润色AI生成的网文内容 - 用户需要去除文本中的AIGC痕迹 - 用户需要改写机械句式 - 用户需要增加口语化与个性化表达 - 用户需要注入个人写作风格 ## Instructions ### 去AI化核心策略 #### 1. 改写机械句式 - 减少"首先…其次…最后"等完美句式 - 打破"总-分-总"的机械结构 - 避免每段都是"主题句+展开+总结" - 用不规则句式替代对称句式 #### 2. 添加口语化表达 - 适当使用语气词："靠""哎""真是的""得了吧" - 内心独白用口语而非书面语 - 对话中增加口头禅和语气词 - 掺入5%口语填充词（比如、其实、不过、话说回来） #### 3. 融入个人轶事和观点 - 加入主角独特的个人经历回忆 - 插入主观评价和偏见 - 增加不完美但真实的思考过程 - 用个人化的比喻替代通用比喻 #### 4. 调整句子长度变化 - 长短句交替，避免均质 - 关键时刻用短句增强冲击力 - 描写时用长句增加画面感 - 句长变异系数保持在0.3-0.5 #### 5. 增加修辞手法使用 - 用比喻替代直白描述 - 用通感增加感官层次 - 用留白替代过度解释 - 修辞密度控制在15-25% #### 6. 引入不规则表达 - 偶尔打破语法规则（口语中合理） - 使用不完整句子 - 插入突然的思路跳跃 - 增加自我纠正和犹豫 ### 润色指令模板 **通用去AI化指令**： ``` 减少过于完美的句式结构，添加适当不规则表达，使用具个性化语言，偶尔用口语化表达，避免机械化段落结构，保留核心信息和意图，使用2-3成复合句，掺入5%口语填充词（比如、其实、不过等） ``` **战斗场景润色**： ``` 增强动作描写的画面感，使用短句增强节奏，添加感官细节（触觉/听觉/嗅觉），减少过度解释，让动作本身说话，加入主角的即时感受和判断 ``` **情感场景润色**： ``` 增加内心独白的真实感，使用不完整的思绪，添加身体反应描写（心跳/手抖/呼吸），减少直白的情感陈述，用行为和细节暗示情感 ``` **对话润色**： ``` 增加口语化程度，添加语气词和停顿，为每个角色设计独特的说话方式，增加潜台词和言外之意，减少信息量过大的对话 ``` ### 风格增强技术 1. **词汇替换**：将通用词替换为更具画面感的词 2. **句式变换**：将陈述句变为反问/感叹/倒装 3. **细节增加**：在关键处添加感官细节 4. **节奏调整**：长短句交替，快慢节奏切换 5. **留白处理**：删除过度解释，留给读者想象 …
Read the whole file at its exact version.
How to install
mdr add uu201/character-arc/novel-polishing@sha256:b751d3d6db4de221The line at the top of this page pins the label v1.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_mq6cqinr3agt37li)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between May 27, 2026 and Jun 23, 2026, about one every 27 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-06-23 | 3c3b098 | 4,017 B | A | view · diff |
| v1.0.0 | 2026-05-27 | 83a53f7 | 3,748 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (4017 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
uu201/character-arc · 590 stars · license MIT · pushed 2026-10-13 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_mq6cqinr3agt37li GET https://markdownregistry.com/api/v1/resolve?ref=uu201/character-arc/novel-polishing GET https://markdownregistry.com/api/v1/blob/b751d3d6db4de221b58f23559891841de8056cb618fa53dbf14c827c45884f84
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.