humanizer

Detect and rewrite AI-generated writing patterns to produce natural human-sounding text.

Updated Jul 14, 2026
One-click install
npx skills add https://github.com/bond23869/skills --skill humanizer-bond23869
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/bond23869/skills/tree/main/humanizer
Command: npx skills add https://github.com/bond23869/skills --skill humanizer-bond23869

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? AI-generated text contains recognizable patterns like inflated significance, promotional language, em dash overuse, and vague attributions that make writing sound robotic. This Skill identifies and removes these tells so edited text reads as naturally human-written. ## Core Features & Use Cases - Pattern Detection: Scans text for 29 documented AI writing patterns based on Wikipedia's "Signs of AI writing" guide, including rule-of-three overuse, superficial -ing phrases, and AI vocabulary words. - Voice Matching: Analyzes a user-provided writing sample to match sentence rhythm, word choice, and tone in the rewrite. - Two-Pass Revision: Produces a draft rewrite, audits it with a "what makes this obviously AI generated" check, then delivers a final version. - Use Case: Paste an AI-drafted blog post or report and receive a rewritten version with chatbot artifacts, filler phrases, and promotional language removed while preserving the original meaning. ## Quick Start Humanize this text and remove all signs of AI-generated writing while keeping the original meaning intact.

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?

Identify common AI writing patterns like inflated significance, rule-of-three lists, and vague attributions, then rewrite those sections with specific details and varied sentence rhythm. This Skill automates that detection and revision process using Wikipedia's Signs of AI writing guide.

What are the most common signs of AI-generated writing?

Common signs include words like delve, testament, and landscape, superficial -ing phrases, em dash overuse, negative parallelisms like "not just X but Y", and generic positive conclusions. Chatbot artifacts like "I hope this helps" are also clear indicators.

Can I match my own writing style when rewriting AI text?

Yes, provide a sample of your previous writing either inline or as a file path. The Skill analyzes your sentence length, word choice, and punctuation habits, then matches that voice in the rewrite instead of using a default style.

Does humanizing text change the original meaning?

No, the rewriting process preserves the core message and intended tone while only replacing AI-typical phrasing with natural alternatives. The instructions explicitly require maintaining meaning and matching the appropriate formality level.

Why does my text still sound AI-generated after editing?

Removing obvious AI words is not enough if the rhythm stays uniform and the voice stays neutral. The Skill addresses this with a second audit pass that checks for remaining tells like tidy paragraph pacing and slogan-like conclusions.