What is the 'Humanization' feature in G2?

It is an integrated pipeline that analyzes generated content for AI patterns and allows users to choose between conservative, balanced, or aggressive transformation modes to ensure the text sounds natural and human-written.

How does G2 differ from standard AI writing tools?

G2 uses a 'VS-Research' methodology that avoids generic templates, instead focusing on 'differentiated approaches' that tailor the framing, tone, and technical depth specifically to the target audience's interests.

Does G2 support social media content for scientists?

Absolutely. It can automatically generate 5-tweet X/Twitter threads with hooks and hashtags, as well as professional LinkedIn posts emphasizing the practical implications of your research.

Can G2 help with academic journal submissions?

Yes, it supports structured IMRAD abstracts, quality assurance reporting via PRISMA and CONSORT, and creates reproducibility checklists required by top-tier journals.

Research Publication & Communication Specialist

Name: Research Publication & Communication Specialist
Author: HosungYou

byHosungYou

0•

Content Management

Transforms complex research findings into high-quality academic abstracts, public summaries, and multi-channel communication materials using audience-specific message design.

G2 is a specialized publication assistant designed for researchers and science communicators who need to bridge the gap between technical data and diverse audiences. It moves beyond basic template-based writing by applying differentiated message strategies for academic abstracts, plain language summaries, press releases, and social media platforms like LinkedIn and X (Twitter). The skill integrates advanced functions for quality assurance, including reporting checklists like PRISMA and CONSORT, pre-registration for platforms like OSF, and strategic peer review response management, ensuring your research is both impactful and methodologically sound.

Key Features

010 GitHub stars

02Multimodal content generation for academic, public, and media audiences

03Integrated humanization pipeline for natural, engaging communication

04Strategic peer review response and revision management

05Automated reporting checklist support for PRISMA, CONSORT, and reproducibility

06Pre-registration composer for OSF and research protocol documentation

Use Cases

01Converting a completed study into a structured IMRAD abstract and a non-technical summary for the general public.

02Preparing formal peer review responses and ensuring paper revisions meet specific journal quality standards.

03Drafting a comprehensive media package including press releases, interview Q&As, and social media threads for a new publication.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add hosungyou/diverga g2

For use in Claude.ai and ChatGPT

Download Skill