graphical-abstract-wizard

name	graphical-abstract-wizard
description	Generate graphical abstract layout recommendations based on paper abstracts
version	1.0.0
category	Visual
tags	["academic","ai-art","research"]
author	AIPOCH
license	MIT
status	Draft
risk_level	Medium
skill_type	Tool/Script
owner	AIPOCH
reviewer
last_updated	2026-02-06

Graphical Abstract Wizard

This Skill analyzes academic paper abstracts and generates graphical abstract layout recommendations, including element suggestions, visual arrangements, and AI art prompts for Midjourney and DALL-E.

Usage

python scripts/main.py --abstract "Your paper abstract text here"

Or from stdin:

cat abstract.txt | python scripts/main.py

Parameters

Parameter	Type	Required	Description
--abstract / -a	string	Yes*	The paper abstract text to analyze
--style / -s	string	No	Visual style preference (scientific/minimal/colorful/sketch)
--format / -f	string	No	Output format (json/markdown/text), default: markdown
--output / -o	string	No	Output file path (default: stdout)

*Required if not providing input via stdin

Examples

Example 1: Basic Usage

python scripts/main.py -a "We propose a novel deep learning approach for protein structure prediction that combines transformer architectures with geometric constraints. Our method achieves state-of-the-art accuracy on CASP14 benchmarks."

Example 2: With Style Preference

python scripts/main.py -a "abstract.txt" -s scientific -o layout.md

Example 3: JSON Output for Integration

python scripts/main.py -a "$(cat abstract.txt)" -f json > result.json

Output Format

The Skill produces a structured analysis including:

1. Key Concepts Extracted

• Core research topic
• Methods/techniques used
• Key findings/results
• Implications