Chinese AI Text Humanizer

Name: Chinese AI Text Humanizer
Author: Within-7

byWithin-7

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内容管理

Transforms AI-generated Chinese text into natural, human-like writing by identifying and removing machine patterns.

This Claude Code skill implements a comprehensive framework for editing Chinese text to eliminate common AI-generated markers and stylistic artifacts. Based on the Wikipedia 'AI Cleanup' guidelines, it systematically scans for and corrects issues such as 'AI-specific vocabulary,' formulaic structures (like the rule of three), and exaggerated symbolism. Beyond just removing machine traces, the skill helps inject personality, varied rhythm, and perspective into the prose, making it an essential tool for creators, documentarians, and developers who need their AI-assisted writing to sound authentic and resonate with human readers.

主要功能

01Breaks mechanical sentence structures, such as repetitive negative parallelism and the 'rule of three'.

02Converts vague attributions and exaggerated symbolism into concrete, factual statements.

03Injects authentic personality by adding perspective and complexity while removing standard 'AI conclusions'.

04Identifies and replaces overused high-frequency 'AI vocabulary' and promotional buzzwords.

051 GitHub stars

06Adjusts prose rhythm by varying sentence lengths and eliminating excessive filler phrases or connectors.

使用场景

01Refining AI-generated technical documentation to sound more professional and less like a machine output.

02Reviewing and editing automated summaries to ensure they maintain a natural, conversational tone.

03Humanizing marketing copy or blog posts to improve reader trust and engagement in Chinese-speaking markets.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add within-7/minto-plugin-tools humanizer-cn

For use in Claude.ai and ChatGPT

Download Skill