humanizer

Rewrites AI-generated text by removing 29 detectable patterns and injecting natural human voice.

6|1|Updated May 11, 2026
One-click install
npx skills add https://github.com/yakeworld/Synthos --skill humanizer-yakeworld
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/yakeworld/Synthos/tree/main/skills/extended/external-automation/creative/image-art/humanizer
Command: npx skills add https://github.com/yakeworld/Synthos --skill humanizer-yakeworld

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? AI-generated text carries telltale statistical patterns—overused words like "delve" and "pivotal", em dash overuse, vague attributions, and soulless uniform rhythm—that make writing instantly recognizable as machine-produced. This Skill identifies and removes those patterns while preserving meaning and adding genuine personality. ## Core Features & Use Cases - 29-Pattern Detection: Scans text across five categories (content, language/grammar, style, communication, filler) based on Wikipedia's "Signs of AI writing" guide maintained by WikiProject AI Cleanup. - Voice Calibration: Analyzes a user-provided writing sample for sentence length, diction level, and punctuation habits, then matches that voice in the rewrite instead of a generic default. - Personality Injection: Goes beyond deletion—adds opinions, varied sentence rhythm, first-person perspective, and specific feelings so the text has a human behind it. - Use Case: Paste an AI-drafted blog post or PR description and receive a draft rewrite, a brief audit of remaining AI tells, and a final version that reads naturally. ## Quick Start Humanize this text so it doesn't sound AI-generated, and match the voice in my attached writing sample.

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?

Scan the text for the 29 known AI writing patterns—overused words like "delve" and "crucial", em dash overuse, vague attributions, and generic positive conclusions—then rewrite each instance with natural alternatives. Finish by injecting opinions, varied sentence rhythm, and first-person perspective.

What are the signs of AI-generated writing?

Common signs include significance inflation ("pivotal moment"), copula avoidance ("serves as" instead of "is"), superficial -ing phrases, rule-of-three groupings, chatbot artifacts like "I hope this helps", and formulaic "challenges and future prospects" sections. These come from Wikipedia's Signs of AI writing guide.

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

Yes. Provide a sample of your own writing, and the rewrite will analyze your sentence length, diction level, punctuation habits, and recurring phrases, then match them. Without a sample, it falls back to a default natural, opinionated voice.

Does humanizing text change its meaning?

No. The rewrite follows a semantic fidelity principle: core facts, numbers, and entities are preserved while only expression and tone change. Replacements like "serves as" to "is" or "In order to" to "To" keep the original message intact.

Why does my text still sound robotic after removing AI words?

Deleting AI vocabulary alone produces sterile, voiceless writing. You also need to vary sentence length, add opinions and mixed feelings, use first person where appropriate, and allow some imperfection—uniform structure reads as algorithmic even when the words are clean.