skills.rest
Zerone-Agent
Zerone-AgentCOMMUNITY
Explore all skills by this author →
WebsiteGitHub

humanizer-zh

Detect and rewrite AI writing patterns to sound more natural.

26|9|Updated Mar 9, 2026
Search Tags:#editing#ai writing#content refinement#natural language#tone adjustment#text humanizer
One-click install
npx skills add https://github.com/Zerone-Agent/agent-use-skills --skill humanizer-zh-zerone-agent
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: humanizer-zh
Source: https://github.com/Zerone-Agent/agent-use-skills/tree/main/awesome-skills/skills/humanizer-zh
Command: npx skills add https://github.com/Zerone-Agent/agent-use-skills --skill humanizer-zh-zerone-agent

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill removes AI-generated writing patterns from text, making it sound more natural, human, and engaging.

Core Features & Use Cases

  • AI Pattern Detection: Identifies and flags common AI writing tics like exaggerated symbolism, promotional language, and formulaic structures.
  • Text Rewriting: Rephrases problematic sentences and paragraphs to improve flow, tone, and authenticity.
  • Use Case: You've received a draft report from an AI assistant and need to ensure it sounds like a human wrote it for a professional audience.

Quick Start

Please humanize the following text to remove any AI writing痕迹.

Frequently Asked Questions about humanizer-zh

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

FAQPage Schema
How do I make AI generated text sound more natural and human?▼

To make AI text sound natural, you need to remove AI-generated writing patterns like exaggerated symbolism and formulaic structures. This Skill identifies and rewrites promotional language to improve text flow and authenticity.

What are common AI writing patterns that make text sound artificial?▼

Common AI writing patterns include exaggerated symbolism, promotional language, formulaic structures, and AI-specific vocabulary. Identifying these tics allows you to flag and rephrase problematic sentences for better tone.

How do I remove promotional language from AI drafts?▼

You can remove promotional language from AI drafts by analyzing the text against specific AI writing characteristics and rewriting the problematic sentences. This refines the content to ensure a natural tone for professional audiences.

Can I adjust the tone of AI content for a professional audience?▼

You can adjust the tone of AI content by rewriting formulaic structures and AI-specific vocabulary. This process refines the draft to ensure it sounds like a human wrote it for a professional audience.

Does this text humanizer work without external dependencies?▼

Yes, the text humanizer operates without external dependencies, utilizing a comprehensive internal set of rules and examples. It analyzes text and transforms it based on common AI characteristics independently.

Why does my AI writing have formulaic structures and how do I fix it?▼

AI writing has formulaic structures due to its generation patterns, which you fix by applying targeted text rewriting rules. Rephrasing these specific sentences improves flow and removes the artificial structure.

Related Skills

Explore More Content & Communication Skills→
chekoschekos
5

humanizer

Identify AI writing patterns and rewrite text to sound natural and human.

Community
Intermediate
inz-brasilinz-brasil
5

avoid-ai-writing

Detect and rewrite AI-generated language patterns to improve text naturalness.

Community
Advanced
FlorinPopaCodesFlorinPopaCodes
1

humanizer

Detect and correct AI-generated writing patterns in text.

Community
Advanced
z4nr34lz4nr34l

humanizer

Detect AI-writing patterns and rewrite text to sound natural.

Community
Basic