Which diagram types are supported?

It supports a wide range of technical visuals including neural network architectures, biological pathways, circuit diagrams, system block diagrams, and standard flowcharts like CONSORT or PRISMA.

Are the diagrams colorblind-friendly?

By default, the skill applies scientific quality guidelines that include the use of colorblind-friendly palettes (like Okabe-Ito) and high-contrast labeling.

How does the smart iterative refinement work?

The skill uses Gemini 3 Pro to score the initial generation against a threshold. If the quality score is too low for your document type (e.g., a journal paper requires an 8.5/10), it automatically improves the prompt and regenerates the image.

Does it require a specific API key?

Yes, the skill requires an OpenRouter API key to access the Nano Banana Pro and Gemini 3 Pro models for generation and review.

Can I use this for non-academic presentations?

Yes, the skill includes specific quality thresholds for presentations and reports, allowing for faster turnaround times when Nature-level fidelity isn't required.

Scientific Schematics

Name: Scientific Schematics
Author: Weiwei-Mao

byWeiwei-Mao

0•

Ciencia de Datos y ML

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

Scientific Schematics is a specialized Claude Code skill designed for researchers, engineers, and academics who need high-fidelity visual representations of complex systems without manual drawing. By leveraging Nano Banana Pro for generation and Gemini 3 Pro for quality scoring, the skill automatically iterates on prompts until the output meets specific publication standards—such as those required for high-impact journals like Nature or Science. It excels at creating neural network architectures, biological pathways, and study flowcharts, ensuring every diagram is clear, professionally labeled, and tailored to its intended medium, from conference posters to technical reports.

Características Principales

01Publication-Ready Standards: Applies best practices for typography, contrast, and colorblind-friendly palettes.

02Smart Iterative Refinement: Automatically improves diagrams based on AI-powered quality reviews.

03No-Code Visualization: Creates professional schematics from natural language descriptions without manual templates.

04Domain-Specific Expertise: Specialized in neural networks, biological pathways, and complex circuit diagrams.

050 GitHub stars

06Document-Type Thresholds: Adjusts quality standards specifically for journals, posters, or presentations.

Casos de Uso

01Creating CONSORT or PRISMA flowcharts for clinical trial methodology sections.

02Visualizing deep learning architectures like Transformers and CNNs for research papers.

03Generating complex signaling pathways and molecular interactions for biological studies.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add weiwei-mao/hydrology-skills scientific-schematics

For use in Claude.ai and ChatGPT

Download Skill