humanizer

Rewrite AI-tinged prose into natural, human-like language with safety checks.

2|Updated Oct 15, 2025
One-click install
npx skills add https://github.com/alin776/ai_writer --skill humanizer-alin776
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/alin776/ai_writer/tree/main/backend/app/services/agent/skills/craft/humanizer
Command: npx skills add https://github.com/alin776/ai_writer --skill humanizer-alin776

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The skill identifies AI-writing traces in text and rewrites it to sound natural, human, and idiosyncratic, helping authors preserve voice after drafting.

Core Features & Use Cases

  • Diagnoses common AI-writing patterns (tone, rhythm, and phraseology) and rewrites to a natural human voice while maintaining narrative content.
  • Applies to draft chapters, scenes, and long-form prose where AI imprint is evident, providing guided editing suggestions and outputs.
  • Supports a deterministic, evidence-based editing workflow with safeguards to preserve meaning and style.

Quick Start

Edit a provided draft passage by asking the skill to convert AI-tinged prose into natural, human-sounding language.

Frequently Asked Questions about humanizer

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

FAQPage Schema
How do I make AI-written text sound more natural and human?

To make AI-written text sound natural, the skill diagnoses common AI patterns in tone, rhythm, and phraseology, then rewrites the prose while preserving your original narrative meaning.

What are common AI writing patterns in fiction drafts?

Common AI writing patterns include unnatural tone, repetitive rhythm, and predictable phraseology. The skill identifies these specific traces in your draft chapters and scenes to guide targeted prose editing.

How do I edit AI-generated chapters to preserve my narrative voice?

You can edit AI-generated chapters through a deterministic, evidence-based workflow that reads passages, detects AI imprints, and applies guided rewrites to restore a human-like narrative voice.

Can I use this prose humanizing process for long-form writing?

Yes, the humanizing process is designed for long-form writing. It effectively removes AI imprints from draft scenes and chapters, returning refined prose with safety checks to ensure narrative consistency.

Will rewriting AI traces change my story's original meaning?

Rewriting AI traces will not change your story's original meaning. The skill implements safety checks to preserve the original narrative content and meaning while improving prose style.

When should I avoid using an AI text humanizer on my drafts?

You should avoid using a text humanizer on drafts with no evident AI imprint, as the diagnostic workflow specifically targets and rewrites passages where AI writing patterns are clearly present.