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humanizer-zh

Detect and correct 24 AI writing patterns in text.

4|Updated May 14, 2026
Search Tags:#content quality#AI detection#text refinement#writing assistance#text enhancement
One-click install
npx skills add https://github.com/liumeixin/hermes-skills --skill humanizer-zh-liumeixin
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: humanizer-zh
Source: https://github.com/liumeixin/hermes-skills/tree/main/humanizer-zh
Command: npx skills add https://github.com/liumeixin/hermes-skills --skill humanizer-zh-liumeixin

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires nltk, spacy, textblob, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps remove the traces of AI-generated text, making the text sound more natural and human-like.

Core Features & Use Cases

  • Text Refinement: Detect and correct 24 AI writing patterns to enhance text quality.
  • Domain Adaptation: Customize the text based on different fields such as technical documents, business emails, creative writing, etc.
  • Use Case: When users need to edit AI-generated content, such as emails, articles, reports, or reviews, this skill can be used to make the text sound more natural and human-like.

Quick Start

Use the humanizer-zh skill to refine the text in the attached file 'ai-generated-content.md'.

Frequently Asked Questions about humanizer-zh

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

FAQPage Schema
How do I remove AI-generated traces from text to make it sound more natural?▼

To remove AI-generated traces from text, this Skill detects and corrects 24 distinct AI writing patterns, refining the content to enhance naturalness and readability for a human-like tone.

Can I use text refinement for different content types like business emails and technical documents?▼

Yes, text refinement supports domain adaptation across various content types, allowing you to customize output specifically for technical documents, business communications, creative writing, and academic papers.

Do I need Python libraries to run AI text detection and pattern matching?▼

Yes, you need Python libraries including nltk, spacy, and textblob installed in your environment to perform the text processing and pattern matching required for AI text detection.

What is the best way to humanize AI-generated content in a markdown file?▼

The best way to humanize AI-generated content is to process the text through the Skill's refinement scripts, which analyze attached markdown files to identify and correct unnatural AI writing patterns.

How does AI detection identify which parts of my writing need enhancement?▼

AI detection identifies writing enhancement needs by applying pattern matching algorithms to scan your text for 24 known AI-generated structural and stylistic traces, flagging them for correction.

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