scientific-schematics

Generate publication-quality scientific diagrams in SVG, EPS, and PDF formats.

Updated Aug 23, 2026

Search Tags:#diagrams #flowcharts #graphviz #schematics #vector graphics #publication quality

Ready to run

npx skills add https://github.com/Zehong-Wang/Kosmos --skill scientific-schematics-zehong-wang

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: scientific-schematics
Source: https://github.com/Zehong-Wang/Kosmos/tree/main/kosmos-reference/kosmos-claude-scientific-writer/.claude/skills/scientific-schematics
Command: npx skills add https://github.com/Zehong-Wang/Kosmos --skill scientific-schematics-zehong-wang

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires graphviz, schemdraw, networkx, matplotlib, pdf2image, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill automates the creation of complex scientific diagrams, flowcharts, and schematics, transforming abstract concepts into clear, publication-ready visuals.

Core Features & Use Cases

Vector Graphics Generation: Creates diagrams in SVG, EPS, and PDF formats using Python libraries like Graphviz and Schemdraw.
Automated Layout: Leverages sophisticated algorithms to ensure optimal spacing and prevent overlaps.
Diverse Diagram Types: Supports neural network architectures, flowcharts (CONSORT, PRISMA), circuit diagrams, biological pathways, and system architectures.
Use Case: Generate a detailed Transformer neural network architecture diagram for your next research paper, ensuring it meets journal standards for clarity and format.

Quick Start

Use the scientific-schematics skill to generate a Transformer architecture diagram and save it as figures/transformer_architecture.pdf.

Frequently Asked Questions about scientific-schematics

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

FAQPage Schema

How do I generate publication-quality scientific diagrams in vector formats like SVG and PDF?▼

You can generate publication-quality scientific diagrams in SVG and PDF formats by using Python libraries like Graphviz, Schemdraw, and Matplotlib. This approach automates layout and quality verification to ensure your schematics meet journal standards.

Can I use Graphviz and Schemdraw to create CONSORT or PRISMA flowcharts for research papers?▼

Yes, Graphviz and Schemdraw can create CONSORT and PRISMA flowcharts for research papers. They leverage automated layout algorithms to ensure optimal spacing and prevent overlaps in your publication-ready outputs.

What is the best way to draw a neural network architecture diagram for a publication?▼

The best way to draw a neural network architecture diagram for a publication is using Python libraries such as Graphviz and Matplotlib. They support diverse diagram types and output vector formats like EPS to meet strict journal clarity standards.

Does this automated layout approach support biological pathways and circuit diagrams?▼

Yes, this automated layout approach supports biological pathways and circuit diagrams. By leveraging sophisticated algorithms, it ensures optimal spacing and prevents overlaps when generating these diverse scientific schematics.

Why do I need Python libraries like NetworkX and pdf2image to output vector graphics?▼

You need NetworkX to manage complex network structures and pdf2image to facilitate image processing when generating vector graphics. These dependencies work together to automate layout and verify the quality of your scientific schematics.