humanizer_academic

Detect AI-writing patterns in medical manuscripts and rewrite sections as natural academic prose.

Updated Apr 25, 2026
One-click install
npx skills add https://github.com/tmqtan99/11 --skill humanizer-academic-tmqtan99
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer_academic
Source: https://github.com/tmqtan99/11/tree/main
Command: npx skills add https://github.com/tmqtan99/11 --skill humanizer-academic-tmqtan99

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Remove AI-writing cues from academic medical papers, making them sound natural and professional, while preserving meaning.

Core Features & Use Cases

  • Detect AI-writing patterns (inflated significance, -ing constructions, vague attributions, AI vocabulary, copula avoidance, hedging, generic conclusions) and rewrite sections for clarity.
  • Restore classical academic terms (percentage of, purpose of, was measured, With respect to, to determine) and preserve legitimate academic phrases.
  • Use in manuscript editing workflows across abstracts, introductions, methods, results, and discussion to improve manuscript quality.

Quick Start

Paste your manuscript text and request a humanize pass to produce a natural, publication-ready version.

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?

To remove AI writing patterns from a medical manuscript, paste your text and request a humanize pass to rewrite problematic sections into natural, professional academic prose while preserving original data and citations.

What are common AI writing cues in academic medical papers?

Common AI writing cues in academic medical papers include inflated significance, vague attributions, copula avoidance, hedging, generic conclusions, and specific AI vocabulary that can be detected and rewritten for clarity.

Can I use a text editing tool to humanize clinical reports and systematic reviews?

Yes, you can use this text editing tool to humanize clinical reports and systematic reviews by applying transformations across abstracts, introductions, results, and discussions to restore classical academic terms.

How does this academic writing tool preserve data integrity during text editing?

This academic writing tool preserves data integrity by applying text transformations that remove AI cues and restore classical terms while strictly maintaining the original data, citations, and legitimate academic phrases.

When should I use an AI writing pattern remover for medical literature?

You should use an AI writing pattern remover for medical literature when your manuscript exhibits unnatural phrasing or generic conclusions, ensuring the text meets professional publication standards before submission.