humanizer

Detect and rewrite AI writing patterns into natural phrasing.

Updated May 16, 2026

Search Tags:#content quality #rewriting #text editing #ai writing detection #voice calibration #human-like writing #tone refinement

Ready to run

npx skills add https://github.com/honerlaw/agent-marketplace --skill humanizer-honerlaw

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/honerlaw/agent-marketplace/tree/main/plugins/utils/skills/humanizer
Command: npx skills add https://github.com/honerlaw/agent-marketplace --skill humanizer-honerlaw

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill removes common signs of AI-generated writing so your text reads more natural, voice-consistent, and human.

Core Features & Use Cases

AI writing pattern cleanup: Detects and rewrites recognizable AI tells such as vague attributions, inflated significance, filler phrasing, passive voice, and overused structural tropes.
Voice calibration: Optionally matches the user’s writing style using a provided sample or file reference.
Meaning and tone preservation: Keeps the core intent while replacing unnatural phrasing with more human rhythm, specificity, and personality.

Quick Start

Paste the text you want to humanize and tell the Skill to rewrite it to sound like original human writing.

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 natural and human?▼

Making AI-generated text sound natural involves detecting common AI writing patterns such as inflated significance and overused structural tropes, then rewriting them into natural phrasing that preserves intent and tone.

What are common AI writing patterns that make text sound robotic?▼

Common AI writing patterns include vague attributions, inflated significance, filler phrasing, passive voice, and overused structural tropes. Detecting and rewriting these recognizable AI tells helps transform generated text into natural, voice-consistent writing.

Can I calibrate the rewritten text to match my specific writing style?▼

Yes, you can calibrate the rewritten text to match your writing style by providing a writing sample or file reference. The process adjusts the output to align with your specific voice while removing signs of AI-generated writing.

Does humanizing AI writing change the original meaning of the text?▼

Humanizing AI writing does not change the original meaning. The rewriting process is designed to preserve the core intent and tone of the text while replacing unnatural phrasing with more natural, human-like writing.

What types of content can I rewrite to remove AI writing detection signals?▼

You can rewrite essays, documentation, emails, and proposals to remove AI writing detection signals. Any text that must sound authored rather than generated can be processed through a text-in, text-out humanization workflow.