skills.rest
xiamuceer-j
xiamuceer-jCOMMUNITY
Explore all skills by this author →
GitHub

story-deslop

Detect AI-sounding patterns in Chinese webnovel text and apply minimal rewrites.

2.8k|549|Updated Oct 30, 2025
Search Tags:#content quality#rewrite#webnovel#show-dont-tell#ai-text detection#style polishing#dialogue rewrite
One-click install
npx skills add https://github.com/xiamuceer-j/MuMuAINovel --skill story-deslop-xiamuceer-j
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: story-deslop
Source: https://github.com/xiamuceer-j/MuMuAINovel/tree/main/backend/app/skills/story-deslop
Command: npx skills add https://github.com/xiamuceer-j/MuMuAINovel --skill story-deslop-xiamuceer-j

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

It helps turn AI-sounding webnovel text into more natural, human-like narration by detecting common “AI flavor” patterns and rewriting the passage with minimal changes.

Core Features & Use Cases

  • AI-flavor detection & grading: scans the text and produces an “AI味检测报告” with an overall light/medium/heavy assessment and flagged issues (e.g., tell-not-show, repetitive cadence, over-precise dialogue).
  • Rule-based de-flavor rewriting: applies targeted passes (from banning-word replacement and sentence-pattern cleanup to restoring human presence via show-don’t-tell and rhythm changes).
  • Structured before/after output: returns a “去AI味润色报告” with modification statistics and a segment-by-segment contrast, then outputs the fully polished text.
  • Use cases: when users paste a paragraph “too AI了/去AI味”, when they ask to “润色”, when they only want to “检查有没有AI味”, or when they want embedded reminders during writing without rewriting.

Quick Start

Paste the text you want to fix and ask the assistant to run the story-deslop command to remove the AI flavor while keeping the plot and character intent unchanged.

Frequently Asked Questions about story-deslop

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I remove AI flavor from webnovel prose while keeping the plot intact?▼

To remove AI flavor from webnovel prose, paste the text and run a detection scan to flag overly smooth or tell-based patterns, then apply targeted rewrites like banning-word replacement and show-don’t-tell restoration while preserving the original plot and character intent.

What makes Chinese webnovel text sound like it was written by AI?▼

Chinese webnovel text sounds AI-generated when it exhibits overly formal narration, repetitive cadence, over-precise dialogue, and tell-based exposition rather than showing through actions, which are detected as specific AI-flavor signatures during a text scan.

How do I check if my writing has an AI flavor before publishing?▼

To check for AI flavor, run a detection scan that produces an AI味检测报告 grading the text as light, medium, or heavy, and flags specific issues like repetitive cadence or tell-not-show patterns without automatically rewriting the passage.

Does this AI text detection and rewrite work on single paragraphs or full chapters?▼

AI text detection and rewriting works on both paragraph-level and full-chapter webnovel text, applying minimal, intent-preserving edits to clean up sentence patterns and restore human presence regardless of the passage length.

What is the best way to rewrite AI-sounding dialogue to make it more human?▼

The best way to rewrite AI-sounding dialogue is to apply targeted rewrite gates that fix over-precise phrasing and sentence patterns, restoring rhythm and human presence through show-don’t-tell techniques while keeping changes minimal.

Related Skills

Explore More Content & Communication Skills→
lujihlujih
188

webnovel-learn

Extract reusable writing patterns from chat sessions into project_memory.json.

Community
Intermediate
guarzoguarzo

polish-all

Automate codebase polishing across architecture-aligned segments with checkpointed progress.

Community
Advanced
aiunlocked1412aiunlocked1412
14

storyteller-pro

Generate story roadmaps, character profiles, and scene prompts from a premise.

Community
Advanced
kissrosecicd-hubkissrosecicd-hub
31

avoid-ai-writing

Audit and rewrite content to remove AI writing patterns.

Community
Advanced