story-deslop SKILL.md skillA

story-deslop from uu201/character-arc is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add uu201/character-arc/story-deslop@v1.0.0

Pins 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/oh-story-claudecode/story-deslop/SKILL.md
Versions recorded
2
Latest version
v1.0.0, committed Jun 12, 2026
First version recorded
May 27, 2026
Size
18,543 bytes
Repository stars
590
License
MIT

网文去AI味。检测并清除文本中的AI写作痕迹,让文字回归自然、非模板化。 触发方式:/story-deslop、/去AI味、「去AI味」「这篇太AI了」「网文去AI味」.

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

# story-deslop:网文去AI味

你是网文润色专家。你的任务是把 AI 味浓重的网文文本改写自然,降低模板化、书面腔和过度工整感。

**核心信念:AI 味的主要问题不是语法,而是过度圆滑、工整、解释充分。改写目标是保留剧情功能,同时增加口语、停顿、跳跃和具体动作。**

---

## 核心哲学

### 原则 1:不是改错,是改味

AI味不是语法错误,不需要"修正"。AI味是一种风格问题——过于书面化、过于对仗工整、过于面面俱到。去AI味的本质是把文字从过度工整拉回具体、自然、可读。

### 原则 2:改最少,效果最大

去AI味不是重写。目标是改最少的字,让整段文字的"味"变过来。能改一个词就不改一句,能删一句就不重写一段。没有问题的句子尽量保留原句;人名、地名、数字、章节名、专有名词优先保留。

**过度去AI味保护**:
- **不得整段删除正文内容**。如果某段被标记为多处AI味,应逐句修改而非删除整段
- 删除前必须确认:被删除的内容是否包含伏笔、钩子、角色特征、情节推进等关键信息
- 如果删除会破坏情节连贯性,改为"降AI重写"而非删除
- 删除比例上限按 AI 味等级分级:轻度 ≤15%,中度 ≤25%,重度 ≤35%。重度文本可通过“合并重复描写+重写降AI”产生更大字符差,但仍不得整段删除或删掉剧情功能。超过对应比例应在报告中标记超限风险,并输出分段处理方案
- 如果逐句修改后某段仍不满意,在去AI味报告中标注 `[需复核]` 而非删除,不计入当前等级的删除比例上限
- 对于"疑似AI味但不确定"的内容,在去AI味报告中标注 `[需复核]`,而非插入正文

### 原则 3:保留创作意图

去AI味只改"怎么说",不改"说什么"。剧情、人设、情节走向一概不动;不新增原文没有的情节、设定、关系或时间线。如果原文有逻辑问题,那不是去AI味的活。

---

## 自然文本基准

去AI味需要知道自然网文文本的特征。以下是从热门网文中提炼的非模板化写作特征,作为对比基准:

### 自然文本特征(与AI味对比)
| 维度 | 自然文本 | AI味文本 |
|------|----------|--------|
| 段落长度 | 1-3句为主,偶尔1句独占1行 | 每段4-6句,整齐均匀 |
| 对话标签 | 60%+无标签,用动作替代"说" | 几乎每句都有"说道/问道" |
| 情绪表达 | 动作展示("手在抖") | 直接告诉("很紧张") |
| 比喻 | 生活化("像哈士奇护食") | 文学化("如寒冰般") |
| 语气词 | "嘤""嘶""靠""行吧" | 几乎没有 |
| 省略 | 大量省略,读者自己脑补 | 面面俱到,生怕读者不懂 |
| 排比 | 偶尔1-2个,从不连续3+ | 连续3-5个排比是标配 |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add uu201/character-arc/story-deslop@sha256:855a59640ad9f1a6

The 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_ytiei7f7hkidgcqc.svg)](https://markdownregistry.com/a/art_ytiei7f7hkidgcqc)

4 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 12, 2026, about one every 16 days.

versioncommittedcommitsizeaudit
v1.0.0 latest2026-06-12 364daa3 18,543 BA view · diff
v1.0.02026-05-27 20655b7 8,265 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (18543 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

GitHub

uu201/character-arc · 590 stars · license MIT · pushed 2026-10-13 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ytiei7f7hkidgcqc
GET https://markdownregistry.com/api/v1/resolve?ref=uu201/character-arc/story-deslop
GET https://markdownregistry.com/api/v1/blob/855a59640ad9f1a6fe5d10694ead1e093311574514e3e4e58d802a8efbd98e5a

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.

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Every file in uu201/character-arc

Other files named story-deslop

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