g6

Transform AI-generated academic text into natural scholarly prose using HAVS methodology.

5|2|Updated Jan 22, 2026
One-click install
npx skills add https://github.com/HosungYou/Diverga --skill g6
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: g6
Source: https://github.com/HosungYou/Diverga/tree/main/skills/g6
Command: npx skills add https://github.com/HosungYou/Diverga --skill g6

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill transforms AI-generated academic text into natural, authentic scholarly prose, ensuring clarity, precision, and academic integrity while removing AI-like patterns.

Core Features & Use Cases

  • Academic Style Humanization: Refines AI-assisted writing to match scholarly tone and style.
  • Pattern Transformation: Applies sophisticated rules to substitute AI vocabulary, restructure sentences, and calibrate hedging.
  • Mode Selection: Offers Conservative, Balanced, and Aggressive modes to control the extent of transformation.
  • Use Case: You've used an AI to draft a section of your research paper. Use this Skill to polish the text, making it sound like a human expert wrote it, suitable for journal submission.

Quick Start

Use the g6 skill to humanize the provided academic text using the balanced mode.

Frequently Asked Questions about g6

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

FAQPage Schema
How do I humanize AI-generated academic writing for journal submission?

To humanize AI-generated academic writing, you apply style transformation rules that substitute AI vocabulary, restructure sentences, and calibrate hedging to produce natural scholarly prose. This process refines AI-assisted drafts into authentic academic text suitable for journal submission.

What is the best way to remove AI-typical patterns from scholarly prose?

The best way to remove AI-typical patterns from scholarly prose is by applying sophisticated humanization rules based on the HAVS methodology. This addresses AI vocabulary, sentence structure, and tone while preserving academic integrity and statistical precision.

Does humanizing AI academic text preserve my original citations and statistical data?

Yes, humanizing AI academic text preserves your original citations and statistical data. The transformation process explicitly targets AI-like vocabulary and sentence structure while maintaining strict academic integrity and statistical precision throughout the text.

Can I control the extent of style transformation for academic writing?

Yes, you can control the extent of style transformation for academic writing by selecting from conservative, balanced, or aggressive modes. These modes tailor the humanization depth to match various academic contexts and specific submission requirements.

When do I need to apply a conservative humanization mode to AI-assisted research papers?

You need to apply a conservative humanization mode to AI-assisted research papers when minimal text alteration is required to maintain your original voice. This mode subtly adjusts AI-typical patterns while ensuring the scholarly prose remains structurally close to your draft.

What are the limitations of automated style transformation for academic writing?

Limitations of automated style transformation for academic writing include the inability to generate original research or verify the factual accuracy of citations. The process strictly refines existing AI-assisted drafts into scholarly prose rather than creating new academic content.