通用审阅章节正文

by lornshrimp

通用审阅章节正文 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 通用审阅章节正文

Copy 通用审阅章节正文 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%AE%A1%E9%98%85%E7%AB%A0%E8%8A%82%E6%AD%A3%E6%96%87' ~/.claude/skills/'%E9%80%9A%E7%94%A8-%E5%AE%A1%E9%98%85%E7%AB%A0%E8%8A%82%E6%AD%A3%E6%96%87'

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-审阅章节正文/SKILL.md in lornshrimp/Lorn.NovelWriteSkills
Installs to: ~/.claude/skills/%E9%80%9A%E7%94%A8-%E5%AE%A1%E9%98%85%E7%AB%A0%E8%8A%82%E6%AD%A3%E6%96%87
Collection: One of 25 skills cataloged from this repository
Category: Writing — 1227 skills

What 通用审阅章节正文 does

通用审阅章节正文用于审阅小说章节正文的执行质量，检查章首抓力、中段回报、章末钩子、人物执行与规则边界。适合在返工前判断一章是否满足继续追读和可回写的要求。

通用审阅章节正文 is cataloged under Writing on DirSkills. 通用审阅章节正文 comes from a repository tagged agent-skills, ai, novel, skills and writing-assistant.

Documentation

README

Excerpt

通用-审阅章节正文

题材路由：若 .github\题材专用Skills\ 目录存在对应的 <题材>-审阅章节正文 Skill，则：

将题材特性骨架路由到 <题材>-审阅章节正文，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>-审阅章节正文。

头号要求：禁止吹捧，客观分析。 审阅中不得出现无依据的称赞、吹嘘性描述或主观美化。所有判断必须基于文本事实、可验证标准与明确扣分依据，优先指出问题与改进方向。

章节正文审阅的第一判断不是“漂不漂亮”，而是“读者有没有被拖进去、有没有拿到回报、下一章值不值得看”。

审阅范式声明——技法审阅与留存的深层矛盾（2026-06-23 范式转换）

本 Skill 执行审阅时，必须意识到一个深层矛盾：技法优化与读者留存之间并非单调递增关系。各技法维度（去AI味/逻辑严密性/描写质量/结构完整度/人物一致性）在留存视角下都呈现倒U型曲线——中等水平对留存最有利，过高反而伤害留存。

详见 CommonSkills/写作研究/审阅范式转换_技法审阅与网文留存的深层矛盾及底层模型重构.md

这意味着：

审阅不应默认"更多技法优化 = 更好"
审阅在技法评分之外，必须增加留存视角并行评估
当技法评分高但留存信号差时，以留存判断为准——因为这是"死亡交叉"
同样，当技法评分中等但留存信号强时，不应以技法不足为由过度压制放行

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

Frequently asked about 通用审阅章节正文

What else does lornshrimp publish alongside 通用审阅章节正文?
通用审阅章节正文 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 通用审阅章节正文 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 通用审阅章节正文 compare to other Writing skills?
通用审阅章节正文 ranks #1012 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 通用审阅章节正文 against them. Open each page to compare what they document and how they install.