通用去AI味重写

by lornshrimp

通用去AI味重写 is a Writing skill for Claude Code, published by lornshrimp in Lorn.NovelWriteSkills.

202 stars37 forkson lornshrimp/Lorn.NovelWriteSkillsAdded 2026/09/05+2% in starsRepository updated 2026/09/04

View source on GitHub Download repo ZIP

agent-skillsainovelskillswriting-assistant

Install in seconds

Install 通用去AI味重写

Copy 通用去AI味重写 into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit 'https://github.com/lornshrimp/Lorn.NovelWriteSkills/tree/main/CommonSkills/%E9%80%9A%E7%94%A8-%E5%8E%BBAI%E5%91%B3%E9%87%8D%E5%86%99' ~/.claude/skills/'%E9%80%9A%E7%94%A8-%E5%8E%BBAI%E5%91%B3%E9%87%8D%E5%86%99'

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/lornshrimp/Lorn.NovelWriteSkills.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: CommonSkills/通用-去AI味重写/SKILL.md in lornshrimp/Lorn.NovelWriteSkills
Installs to: ~/.claude/skills/%E9%80%9A%E7%94%A8-%E5%8E%BBAI%E5%91%B3%E9%87%8D%E5%86%99
Collection: One of 25 skills cataloged from this repository
Category: Writing — 1227 skills

What 通用去AI味重写 does

通用去AI味重写用于对章节正文做去 AI 味改写，适合先诊断再定强度、整章去模板腔、局部拆解释腔和保信息重写。也用于人物声音去同腔化与多轮改稿。

通用去AI味重写 is cataloged under Writing on DirSkills. 通用去AI味重写 comes from a repository tagged agent-skills, ai, novel, skills and writing-assistant.

Documentation

README

Excerpt

通用-去AI味重写

题材路由：若 .github\题材专用Skills\ 目录存在对应的 <题材>-去AI味重写 Skill，则：

将题材特性骨架路由到 <题材>-去AI味重写，该 Skill 位于 .github\题材专用Skills\ 目录。

命中本技能时，必须优先强制加载当前 Skill 与 <题材>-去AI味重写。

去 AI 味不是把文本洗平，而是把“假”洗掉，把同一份信息写得更像人在场景里说话、做事和承受压力。

继续读取的 references（强制读取门禁）

以下所列 references 文件必须通过 read_file 工具逐文件读取，不得因"已有相关知识"、"之前执行时已读过"、"该文件只是参考"为理由跳过任何一条。 每条 references 按其标注的必读等级强制执行：

标注必读的文件：必须读取，少一条即视为流程违规，不得开始执行流程。
未标注必读的文件：必须读取，但读取后可仅提取与当前任务直接相关的段落，不要求逐字通读。
若文件路径指向的文件不存在（如引用的外部路径未就位），必须在日志中显式记录 reference_missing_{refName}，不得静默跳过。
references/科幻类AI味典型问题.md — 科幻小说AI味典型问题与修正策略
references/七猫专栏OS叙事拐杖检测增补.md — 七猫专栏 OS 叙事拐杖检测增补

总览：功能分组与读取时机

18 个 reference 文件按用途分层分为 5 组。调用时先根据当前阶段锁定要读的组，再按本组的"读取时机"判断读哪些文件。

This is the opening of the README. Read the full README on GitHub.

Frequently asked about 通用去AI味重写

What else does lornshrimp publish alongside 通用去AI味重写?
通用去AI味重写 is one of 25 skills that DirSkills catalogs from lornshrimp/Lorn.NovelWriteSkills, the repository it ships in. Its siblings there include Competitor Analysis, Generic Scene Unit Execution and Novel Chapter Writing. Each one is a separate skill with its own page in this directory, installs the same way 通用去AI味重写 does, and is maintained by lornshrimp in that same repository. The rest of the collection is listed on the lornshrimp/Lorn.NovelWriteSkills page.
How does 通用去AI味重写 compare to other Writing skills?
通用去AI味重写 ranks #993 by stars among the 1227 Writing skills in this catalog. The most-starred ones next to it are Article Writing, Social Media Content Calendar and Knowledge Comic Creator. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of 通用去AI味重写 against them. Open each page to compare what they document and how they install.