Can it differentiate between different paper sections?

Yes, it provides section-specific scores for abstracts, introductions, methods, results, and discussions, acknowledging that certain patterns are acceptable in specific contexts.

Does this skill automatically fix my writing?

No, G5 is an analysis tool that provides a detailed report and improvement recommendations. Writing transformation is typically handled by complementary skills like G6-AcademicStyleHumanizer.

What patterns does the G5 skill detect?

G5 identifies 24 pattern categories including significance inflation, AI-typical vocabulary (like 'tapestry' or 'delve'), improper hedging, and redundant academic boilerplate.

How does it help with AI-assisted writing?

It flags common AI linguistic markers, 'sycophantic' tones, and conversational artifacts that can reduce the perceived authenticity and scholarly quality of research papers.

G5 Academic Style Auditor

Name: G5 Academic Style Auditor
Author: HosungYou

byHosungYou

0•

Learning & Documentation

Identifies over 24 writing patterns that diminish scholarly quality and detects AI-generated linguistic markers in academic drafts.

The G5 Academic Style Auditor is a specialized analysis tool designed to enhance the integrity and professional tone of scholarly writing. By scanning for 24 distinct pattern categories—including significance inflation, AI vocabulary clustering, and redundant hedging—this skill provides researchers with a detailed audit of their manuscripts. It serves as the critical analysis phase of the academic writing pipeline, offering section-level quality scores and priority-based recommendations to ensure drafts meet rigorous journal standards before submission.

Key Features

01Priority-based reporting to distinguish between critical issues and minor refinements

02Detection of 24+ academic writing patterns across 6 specialized categories

03AI vocabulary watchlist to identify high-frequency linguistic markers and chatbot artifacts

04Section-level quality scoring for abstracts, methods, results, and discussions

05Granular analysis of academic-specific patterns like abstract templates and citation hedging

060 GitHub stars

Use Cases

01Evaluating the quality of AI-assisted academic drafts to ensure professional tone and clarity

02Refining response letters to peer reviewers to maintain a formal and objective academic voice

03Auditing journal manuscripts for AI-typical language and non-scholarly phrasing before submission

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add hosungyou/diverga g5

For use in Claude.ai and ChatGPT

Download Skill