humanizer

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

Updated Aug 15, 2026
One-click install
npx skills add https://github.com/qqlcx5/skills-hub --skill humanizer-qqlcx5
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/qqlcx5/skills-hub/tree/main/skills/humanizer
Command: npx skills add https://github.com/qqlcx5/skills-hub --skill humanizer-qqlcx5

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? AI-generated text carries recognizable patterns—inflated significance, promotional language, em dash overuse, rule-of-three structures, and chatbot artifacts—that make writing feel robotic and untrustworthy. This Skill identifies 24 documented AI writing patterns and rewrites the text to sound natural while preserving the original meaning. ## Core Features & Use Cases - Pattern Detection: Scans text for 24 AI writing patterns across content, language, style, and communication categories, based on Wikipedia's "Signs of AI writing" guide. - Meaning-Preserving Rewrites: Replaces AI-isms with natural alternatives while keeping the core message and intended tone intact. - Voice Injection: Goes beyond removing bad patterns by adding personality, varied rhythm, and genuine perspective so the text doesn't read as sterile. - Use Case: Paste a product announcement drafted by an AI assistant, and receive a rewritten version with specific facts instead of "serves as a testament to innovation," plus a summary of every change made. ## Quick Start Ask the agent to humanize a piece of text, for example: "Please humanize this paragraph and remove the AI-sounding phrases: [your text]."

Frequently Asked Questions about humanizer

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

FAQPage Schema
How do I remove AI writing patterns from text?

Provide the text to the humanizer skill, which scans for 24 documented AI patterns such as promotional language, vague attributions, and filler phrases. It rewrites each problematic section while preserving your original meaning and tone.

What are the signs of AI-generated writing?

Common signs include inflated significance phrases like "marking a pivotal moment," AI vocabulary such as "delve" and "testament," em dash overuse, rule-of-three groupings, negative parallelisms, and chatbot artifacts like "I hope this helps."

Does humanizing text change the original meaning?

No, the rewriting process explicitly preserves the core message and matches the intended tone, whether formal, casual, or technical. It replaces vague claims with specific details rather than altering the substance.

Can this skill make text sound less robotic without removing all structure?

Yes, it goes beyond pattern removal by injecting voice: varied sentence rhythm, first-person perspective where appropriate, and acknowledgment of complexity. This avoids the sterile, soulless output that results from only stripping AI markers.

What are the limitations of AI text humanization?

The skill works on text you provide and cannot verify factual accuracy or add real citations where vague attributions existed. Heavily generic source content may need manual addition of concrete details to feel authentic.