Can I adjust the quality for different publication types?

Yes, you can specify document types like 'journal', 'poster', or 'presentation' to apply different quality thresholds and iteration speeds appropriate for the use case.

What types of diagrams can I create with this skill?

You can generate neural network architectures, flowcharts (like CONSORT or PRISMA), biological pathways, circuit diagrams, and system block diagrams using natural language.

Where are the generated diagrams stored?

All diagrams are stored in the figures/ subfolder and are versioned alongside a detailed review log containing quality scores and critiques.

How does the quality review system work?

Gemini 3 Pro evaluates the generated image against a specific threshold based on your document type (e.g., 8.5/10 for journals) and automatically triggers a refined redraw if standards aren't met.

Do I need to write code to design these diagrams?

No, you simply describe what you want in natural language and the AI handles the layout, composition, labels, and styling automatically.

Scientific Schematics & Diagrams

Name: Scientific Schematics & Diagrams
Author: hyperbolic-c

byhyperbolic-c

•

데이터 과학 및 ML

Generates publication-quality scientific diagrams and architectural schematics with automated AI quality review.

Scientific Schematics streamlines the creation of complex scientific visualizations, ranging from neural network architectures to biological pathways, directly within your development workflow. By leveraging Nano Banana Pro AI for generation and Gemini 3 Pro for iterative quality assessment, it ensures that outputs meet specific academic standards for journals, conferences, and presentations. The skill eliminates the need for manual drawing tools or complex LaTeX/TikZ coding, providing versioned, professional images based on simple natural language descriptions with smart iteration logic that only regenerates when quality thresholds aren't met.

주요 기능

01Smart iterative refinement driven by Gemini 3 Pro quality assessments

021 GitHub stars

03Automated generation of publication-ready scientific diagrams using Nano Banana Pro AI

04Specialized support for neural networks, flowcharts (CONSORT/PRISMA), and biological pathways

05No-code interface for complex architectural and system schematics

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

사용 사례

01Generating CONSORT or PRISMA flowcharts for clinical and systematic reviews

02Designing system block diagrams and circuit schematics for technical reports and documentation

03Creating high-fidelity neural network architecture diagrams for machine learning papers

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add hyperbolic-c/auto-writing scientific-schematics

For use in Claude.ai and ChatGPT

Download Skill