humanizer

Detect 24 AI writing patterns and rewrite text to sound human.

2|Updated Mar 31, 2026
One-click install
npx skills add https://github.com/Wike-CHI/acquisition-agent --skill humanizer-wike-chi
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/Wike-CHI/acquisition-agent/tree/main/skills/humanizer
Command: npx skills add https://github.com/Wike-CHI/acquisition-agent --skill humanizer-wike-chi

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill removes telltale signs of AI-generated writing and transforms prose to sound more natural, varied, and authentically human while preserving the original meaning and intent.

Core Features & Use Cases

  • Pattern Detection: Identifies 24 common AI writing patterns including promotional language, rule-of-three lists, vague attributions, em-dash overuse, filler phrases, and chatbot artifacts.
  • Context-Preserving Rewrites: Rewrites problematic passages to preserve tone, facts, and intent while varying sentence rhythm and injecting human voice where appropriate.
  • Use Cases: Improve marketing copy, refine emails and outreach messages, clean up technical docs or blog posts, and prepare content for publication without AI artifacts.

Quick Start

Humanize this text and return a rewritten version that preserves meaning and tone while removing AI writing patterns.

Frequently Asked Questions about humanizer

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

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

Make AI-generated text sound human by detecting 24 common AI writing patterns like promotional language and em-dash overuse, then rewriting problematic passages to vary sentence rhythm while preserving original meaning and tone.

What are the most common AI writing patterns to look for when proofreading copy?

Common AI writing patterns to look for when proofreading copy include promotional language, rule-of-three lists, vague attributions, em-dash overuse, filler phrases, and chatbot artifacts across language, style, communication, filler, and structure categories.

Can I humanize marketing emails and social posts without changing the original tone?

Yes, you can humanize marketing emails and social posts without changing the original tone. The rewriting process preserves facts, tone, and intent while injecting human voice and varying sentence rhythm to remove AI artifacts from the content.

How do I remove chatbot artifacts from technical documentation?

Remove chatbot artifacts from technical documentation by applying a style-editing humanizer that identifies and corrects filler phrases and structural patterns, rewriting problematic passages to produce natural, human-sounding prose suitable for publication.

What is the best way to edit long-form content to avoid AI detection?

The best way to edit long-form content to avoid AI detection is to scan the text for 24 defined AI patterns including rule-of-three lists and vague attributions, and rewrite those specific passages to vary sentence rhythm while maintaining your authentic voice.

Does humanizing text change the underlying facts and meaning of the content?

Humanizing text does not change the underlying facts and meaning of the content. The rewriting process is context-preserving, ensuring that original tone, facts, and intent remain intact while only removing telltale signs of AI-generated writing.