How does the quality review work?

Gemini 3 Pro evaluates every generated image against specific criteria like scientific accuracy and readability, assigning a score based on your target document type.

Can I specify the target publication format?

Yes, you can set document types like 'journal', 'poster', or 'presentation' to adjust the quality threshold and speed of generation.

What types of diagrams can this skill create?

It can generate neural network architectures, flowcharts (CONSORT/PRISMA), biological pathways, system architectures, circuit diagrams, and block diagrams.

Do I need to know how to code to use this?

No, you can describe your diagram in natural language, and the skill handles the layout, styling, and labeling automatically.

Where are the diagrams saved?

All generated diagrams are versioned and stored in the figures/ directory within your project workspace for easy referencing.

Scientific Schematics & Diagrams

Name: Scientific Schematics & Diagrams
Author: danieldekay

bydanieldekay

0•

Design Tools

Generates publication-quality scientific diagrams and architectural schematics using smart iterative AI refinement.

This skill automates the creation of complex scientific visualizations, ranging from neural network architectures and biological pathways to CONSORT flowcharts. By combining Nano Banana Pro AI for image generation with Gemini 3 Pro for rigorous quality review, it ensures every diagram meets specific publication standards for journals, conferences, and presentations. The skill features a smart iterative workflow that only regenerates content if it falls below predefined quality thresholds, saving time and API resources while delivering professional-grade results without manual drawing or complex templates.

Key Features

01No-code generation from natural language descriptions

02Specialized support for neural networks, flowcharts, and biological pathways

03Automatic storage and versioning of high-resolution figure outputs

040 GitHub stars

05Smart iterative refinement using Gemini 3 Pro quality scoring

06Document-specific quality thresholds for journals, posters, and presentations

Use Cases

01Designing complex neural network architecture diagrams for machine learning papers

02Creating CONSORT or PRISMA flowcharts for clinical trial documentation

03Visualizing biological signaling cascades and molecular interactions for research posters

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add danieldekay/copilot-config-promptops scientific-schematics

For use in Claude.ai and ChatGPT

Download Skill