story-deslop skill for Claude: remove AI flavor from web fiction

Makes your agent find and fix AI-sounding prose in Chinese web fiction, in wording, scene focus and story logic. For web novel authors.

Installs: 17.8K; on skills.sh
Stars: 8.2K; on GitHub
Files: 11; besides SKILL.md
Updated: Nov 2026; last repo commit

story-deslop makes your agent read a web-fiction chapter on three levels: expression, narrative focus and story logic. It then reports each problem with the original line and a fix, or edits the file if you asked for a rewrite. It keeps your style and settled plot, and it does not promise a detector score.

It loads on /story-deslop, /去AI味 or phrases such as asking to remove the AI feel from a chapter. The SKILL.md is in Chinese. It runs Node scripts that scan your chapter files and copies the original to a backup folder before it changes anything.

Good for

Web novel authors cleaning up AI-drafted chapters
Editors who want a report on what reads as machine-written
Writers using oh-story who finish chapters with /story-long-write

Install story-deslop

Claude Code

Copy this prompt.

Install the story-deslop skill in Claude Code. Run this command:

npx skills add https://github.com/zenstory-ai/oh-story-claudecode --skill story-deslop

Then check that it loaded and tell me how to use it.

2
Paste it into Claude Code. It shows the change and asks before running it.

Requires Node.js.

From its listing on skills.sh. Source.

What's in the skill

When it loads

网文去AI味。从表达、叙事用笔、故事因果三层诊断并修复文本，保留作者文风与已定剧情。触发方式：/story-deslop、/去AI味、「去AI味」「这篇太AI了」「网文去AI味」。

Sections in SKILL.md

执行边界
作者偏好边界
去味流程
Phase 1：读原文与三层扫描
Phase 2：定位问题与确定改法
检查结果
Phase 3：按授权改稿
Phase 4：回读与文件收尾
Phase 5：交付实际结果
改稿结果
代表性改动
尚需处理
流程衔接

Key facts

Author: zenstory-ai
License: MIT
Installs on skills.sh: 17,827 (Nov 2, 2026)
GitHub stars: 8,223 for the whole repo (Nov 2, 2026)
Last commit: Nov 1, 2026
Files: 12 files including SKILL.md (7 reference files and 4 Node scripts)
Language: SKILL.md and reports are in Chinese
Part of: oh-story-claudecode, 14 skills for Chinese web fiction
Needs: Node.js for the check scripts
Skill version: 1.0.0 (frontmatter)

What it includes

Load the book's voice first
Reads references/style-resolution.md to load the book's own voice, and reuses the style ruling and preferences the caller passes in. SKILL.md says it does not query or record author memory.
Read · Style ruling
Expression, narrative focus, story logic
Reads three method files (expression.md, narrative-focus.md, story-logic.md) in full. If you name a narrower scope, it picks the methods it needs using references/deslop-gates.md.
Try: “/story-deslop check chapter 3 only, do not edit”
Read · Phase 1: three-layer scan
Scan chapter files for known AI sentence patterns
Run on the chapter file before and after editing. It reports only. A zero-hit result does not replace the three-layer read.
Runs code · check-ai-patterns.js
Location, reading cost, smallest fix
Each problem gets a quoted line, what it costs the reader, and a suggested fix, sorted into fix now, needs design, or not enough information.
Phase 2: list the problems
Back up the original, then rewrite
Copies the chapter to .story/work/去味原稿/ before changing it. Uses the narrative-writer agent if installed, and edits directly otherwise.
Write · Phase 3: edit with permission
Compare with the backup and run two checkers
Runs check-ai-patterns.js and check-degeneration.js. Repeats a full-text scan at most three times.
Runs code · Phase 4: re-read and re-scan
Tidy ellipses, dashes and divider lines
Run only after wording is final, and by default only for a whole-file clean. It rewrites the file in place.
Runs code · normalize-punctuation.js
What changed on each layer
Gives a result by layer, a few before and after samples, what still needs the author, and where the backup is.
Phase 5: report

From the official docs

Permissions

Medium risk

What it can do

Read your data
Create and change things
Delete things
Read-only modeHow to turn it on

Watch out for

It rewrites chapter files in place
After you ask for a rewrite it edits your chapter. It backs up the original to .story/work/去味原稿/ first, but you should also keep git or a copy. github.com
A bundled script edits punctuation directly
normalize-punctuation.js writes changes into the file: it replaces ellipses, dashes and double hyphens outside your whitelist and deletes standalone divider lines. Use it on a backed-up file. github.com
Runs Node scripts on your files
check-ai-patterns.js and check-degeneration.js read your chapter files and report. Approve the commands if your agent asks. github.com

Technical details

Turning on read-only	Ask for detection or marking only. The SKILL.md says it then reports and leaves the chapter text unchanged.
Sign-in and keys	No credentials are described.

Questions

What does story-deslop do?

It checks a Chinese web-fiction chapter for AI-sounding writing on three levels: wording, where the scene puts its weight, and whether the story logic holds. It can report only, or rewrite the chapter while keeping your style and plot.

How do I install it in Claude Code, the Claude app or Codex?

Use the install box above. The README documents npx skills add for the whole oh-story set and lists Claude Code and Codex CLI among supported agents. It does not document a Claude app upload.

Do I need the rest of oh-story?

The SKILL.md edits directly when the narrative-writer agent is not installed. For long novels it hands plot-level changes to /story-long-write. The README says to run /story-setup in the writing project after installing the whole set (Codex uses $story-setup), then start a new session.

Does it need an API key?

The SKILL.md lists none. It runs on your agent's own model and uses local Node scripts for its checks.

Is it safe to install?

It can rewrite your chapter files and runs Node scripts on them. SKILL.md has it copy the original to .story/work/去味原稿/ first, but keep your own backup or use git before letting it edit.

Will it make text pass AI detectors?

No promise. The SKILL.md says it does not infer who wrote the text or promise a detection score. The README says outside detectors are only a reference check.

Does it work on English fiction?

The skill is written for Chinese web fiction, with Chinese rules and patterns. The README does not say it supports English, so try a short sample first.

Information

updated Nov 2, 2026

Repository: zenstory-ai/oh-story-claudecode
Folder: skills/story-deslop

zenstory-ai/oh-story-claudecode skills.sh

Sources

Docs, issue trackers and discussions this page is built from.

Show all 2

story-deslop SKILL.md · github.com
oh-story-claudecode README · github.com