humanizer

Name: humanizer
Availability: InStock
Author: iskandar

Rewrites text to remove AI-generated patterns while preserving meaning and tone.

Updated Apr 5, 2026

Search Tags:#academic writing #tone matching #rewrite #text editing #ai writing detection #research editing

Ready to run

npx skills add https://github.com/kandaiiskandar/research-plan --skill humanizer-kandaiiskandar

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/kandaiiskandar/research-plan/tree/main/.claude/skills/humanizer
Command: npx skills add https://github.com/kandaiiskandar/research-plan --skill humanizer-kandaiiskandar

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill reduces AI-sounding text by identifying common patterns in drafts and rewriting sections so the prose feels natural, varied, and genuinely authored rather than templated.

Core Features & Use Cases

AI-pattern cleanup: Detects and removes frequent AI markers (for example, repetitive structures, overly polished signposting, and boilerplate transitions).
Meaning-preserving rewrites: Keeps the core message intact while improving flow, voice, and readability.
Research writing mode: Adds an argument-planning phase and applies research-voice rules to help academic writing read as discovered from evidence rather than constructed to fit a conclusion.

Quick Start

Use the humanizer skill to rewrite the pasted text so it no longer reads like AI output while preserving the original meaning.

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 my draft text?▼

To remove AI writing patterns, the humanizer skill detects repetitive structures and boilerplate transitions in your draft, then rewrites those sections to sound natural and genuinely authored while preserving your original meaning.

Can I humanize AI-generated text for academic and research writing?▼

Yes, you can humanize AI-generated text for academic and research writing. A dedicated research writing mode adds an argument-planning phase and applies research-voice rules, ensuring your academic drafts read as discovered from evidence rather than constructed to fit a conclusion.

What is the best way to make AI text sound human without changing the meaning?▼

The best way to make AI text sound human is to apply meaning-preserving rewrites. The humanizer identifies AI markers and refines your text's flow, voice, and readability while keeping the core message completely intact.

How does a humanizer rewrite AI text to pass AI writing detection?▼

A humanizer rewrites AI text to pass AI writing detection by identifying frequent AI markers like templated structures and signposting. It then applies targeted rewriting and an optional research-voice audit workflow to reduce AI-likeness and produce a natural, varied voice.

Does humanizing text work for general writing or only for research editing?▼

Humanizing text works for both general writing and research editing. The skill applies pattern detection and targeted rewriting to naturalize general drafts, and offers a specialized argument-planning and research-voice audit workflow for academic contexts.