humanizer_academic

Rewrite AI writing patterns in medical manuscripts with neutral academic language.

162|26|Updated Feb 4, 2026

Search Tags:#editing #ai-writing #academic-writing #humanize #linguistic-patterns #medical-literature

Ready to run

npx skills add https://github.com/matsuikentaro1/humanizer_academic --skill humanizer-academic

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: humanizer_academic
Source: https://github.com/matsuikentaro1/humanizer_academic/tree/main
Command: npx skills add https://github.com/matsuikentaro1/humanizer_academic --skill humanizer-academic

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Removes signs of AI-generated writing from academic medical papers, making them sound more natural and professionally written while preserving the underlying scientific content.

Core Features & Use Cases

Identify AI writing patterns such as inflated significance, -ing analyses, vague attributions, AI vocabulary, copula avoidance, hedging, and generic conclusions in medical manuscripts.
Rewrite problematic sections to replace AI constructs with precise academic language, preserving data integrity and meaning.
Use in manuscript editing workflows, literature reviews, and editorial rounds to produce neutral, publication-ready text.

Quick Start

Paste your manuscript text below and request a humanized rewrite that preserves the original meaning while removing AI writing patterns.

Frequently Asked Questions about humanizer_academic

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

FAQPage Schema

How do I remove AI writing patterns from a medical manuscript?▼

Yes, humanizing AI-generated clinical research text preserves underlying scientific data while removing stylistic markers. The tool rewrites problematic sections addressing hedging and copula avoidance, ensuring the output remains data-integrity compliant and neutral.

What are common AI markers in academic medical literature?▼

Can I use an AI humanizer for reviewer notes without altering data?▼

How do I fix copula avoidance and hedging in medical literature?▼

Does this academic editing tool work for literature reviews?▼