scientific-schematics

Generate publication-quality scientific diagrams with iterative Gemini 3 Pro review.

Updated Feb 17, 2026

Search Tags:#AI art #diagram generation #Gemini 3 Pro #iterative refinement #publication quality #scientific illustration

Ready to run

npx skills add https://github.com/unerue/skills --skill scientific-schematics-unerue

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: scientific-schematics
Source: https://github.com/unerue/skills/tree/main/skills/scientific-schematics
Command: npx skills add https://github.com/unerue/skills --skill scientific-schematics-unerue

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires requests, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the creation of publication-quality scientific diagrams, eliminating the need for manual drawing or complex coding.

Core Features & Use Cases

AI-Powered Generation: Describe your diagram in natural language, and Nano Banana Pro AI creates it.
Smart Iterative Refinement: Diagrams are automatically reviewed by Gemini 3 Pro, and regenerated only if quality is below the threshold for your document type (e.g., journal, poster, presentation).
Use Case: Quickly generate a CONSORT flowchart for a research paper, a neural network architecture diagram for a presentation, or a biological pathway for a grant proposal, ensuring professional quality and accessibility.

Quick Start

Use the scientific-schematics skill to generate a CONSORT participant flow diagram.

Frequently Asked Questions about scientific-schematics

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

FAQPage Schema

How do I generate a CONSORT flowchart for a research paper without manual drawing?▼

Generate publication-quality scientific diagrams by describing your requirements in natural language. The AI creates illustrations like CONSORT flowcharts automatically, eliminating the need for manual drawing or complex coding.

How does AI iterative refinement work for scientific illustration quality control?▼

Iterative refinement for scientific illustration works by using Gemini 3 Pro to automatically review generated diagrams. If the quality falls below the specific threshold for your document type, the AI regenerates the diagram until it meets publication standards.

Can I create neural network architecture diagrams and biological pathways using natural language?▼

Yes, you can create neural network architecture diagrams and biological pathways using natural language descriptions. The generation process supports various diagram types required for presentations, posters, and grant proposals.

Does this scientific diagram generator adjust quality thresholds for different document types?▼

Yes, the scientific diagram generator applies document-type specific quality thresholds. It adjusts its review criteria based on whether the output is intended for a journal, poster, or presentation, ensuring appropriate professional quality.

What is the best way to automate biological pathway diagram creation for grant proposals?▼

The best way to automate biological pathway creation is using AI generation with smart iterative review. This approach ensures your diagrams meet the high professional quality and accessibility standards required for grant proposals.