How does the iterative refinement process work?

After generating an image, Claude Sonnet Vision evaluates it against specific metrics (clarity, flow, appeal). If the score is below the pass threshold, the tool automatically refines the prompt and regenerates the image until it meets quality standards.

Can I customize the visual style of the generated infographics?

Yes, you can choose from 'Professional Clean' and 'Professional Sketch' presets, or provide a custom JSON path to define your own visual style requirements.

What file formats does the Visual Concept Explainer support?

The skill supports raw text, Markdown (.md), plain text (.txt), Microsoft Word (.docx), PDF (.pdf), and direct web URLs.

Does this skill require external API keys?

Yes, you need a Google API Key for Gemini Pro 3 image generation and an Anthropic API Key for Claude's concept analysis and vision-based evaluation.

What is the recommended resolution and format for the output?

The tool is optimized for 11x17 inch layouts at 4K resolution (approx. 3200x1800), making the generated pages suitable for both digital viewing and high-quality printing.

Visual Concept Explainer

Name: Visual Concept Explainer
Author: davistroy

bydavistroy

0•

Learning & Documentation

Converts complex text and documents into professional, information-dense 4K infographics using AI-driven generation and vision-based quality evaluation.

Visual Concept Explainer is a specialized Claude Code skill designed to automate the creation of high-fidelity educational visuals and infographics from raw content. By orchestrating Gemini Pro 3 for 4K image generation and Claude Sonnet Vision for iterative quality control, the tool produces printable 11x17 infographics that bridge the gap between text-heavy documentation and visual learning. It intelligently analyzes source material—including PDFs, Word docs, and URLs—to select from eight specialized page types like Hero Summaries and Comparison Matrices. With an automated refinement loop that scores images for clarity and flow, it ensures production-ready results for technical documentation, internal onboarding, and educational content.

Key Features

01AI-driven 4K infographic generation via Gemini Pro 3 image models

02Adaptive page layouts optimized for high information density and 11x17 printing

03Iterative quality evaluation and refinement using Claude Sonnet Vision

04Comprehensive format support for Markdown, DOCX, PDF, and live URLs

05Automatic content mapping across 8 specialized visual framework templates

060 GitHub stars

Use Cases

01Creating professional printable onboarding guides from text-based documentation

02Generating high-resolution presentation assets from research data and blog posts

03Transforming lengthy technical whitepapers into digestible visual summaries

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add davistroy/claude-marketplace visual-explainer

For use in Claude.ai and ChatGPT

Download Skill