humanizer

Rewrites text to remove AI writing patterns and add natural human voice.

Updated Jul 3, 2026
One-click install
npx skills add https://github.com/CHENHUI-X/toolbox --skill humanizer-chenhui-x
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/CHENHUI-X/toolbox/tree/main/official-skills/creative/humanizer
Command: npx skills add https://github.com/CHENHUI-X/toolbox --skill humanizer-chenhui-x

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? AI-generated text contains recognizable patterns—overused vocabulary, formulaic structures, and hollow phrasing—that make writing sound robotic. This Skill identifies 34 documented AI writing tells and rewrites text to sound natural and human. ## Core Features & Use Cases - Pattern Detection: Scans text for 34 documented AI writing patterns based on Wikipedia's "Signs of AI writing" guide, covering content, language, style, and communication issues. - Voice Calibration: Analyzes a sample of your own writing and matches its sentence rhythm, word choice, and tone in the rewrite. - Personality Injection: Goes beyond removing bad patterns by adding opinions, varied rhythm, and first-person perspective where appropriate. - Use Case: Paste an AI-drafted blog post, PR description, or email and receive a rewrite that strips AI-isms while preserving your core message and intended tone. ## Quick Start Humanize this text so it doesn't sound AI-generated: [paste your draft here].

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 human?

Paste the text and ask for it to be humanized. The Skill scans for 34 documented AI writing patterns like overused vocabulary, superficial -ing phrases, and formulaic structures, then rewrites problem sections while preserving your meaning and tone.

How to rewrite text so it doesn't sound like ChatGPT?

Provide the draft and request a de-AI pass. The Skill removes chatbot artifacts like "I hope this helps", excessive hedging, boldface lists, and em dash overuse, then adds natural rhythm, opinions, and specific details that signal human authorship.

Can it match my personal writing style?

Yes, provide a sample of your own writing inline or as a file path. The Skill analyzes your sentence length, word choice, punctuation habits, and transitions, then applies those patterns to the rewrite instead of using a default voice.

What AI writing patterns does it detect?

It detects 34 patterns across content, language, style, and communication categories, including vague attributions, rule-of-three overuse, false ranges, title case headings, emojis, knowledge-cutoff disclaimers, and sycophantic tone, based on Wikipedia's Signs of AI writing guide.

Does humanizing text change the original meaning?

No, preserving the core message is an explicit step in the process. The Skill replaces AI-isms with natural alternatives and maintains the intended tone, whether formal, casual, or technical, while keeping facts and arguments intact.

What are the limitations of AI text humanizing?

The Skill rewrites prose but cannot verify facts, so invented citations or statistics in the source text may persist unless flagged. It works on text you provide and does not guarantee bypassing third-party AI detectors.