Is this skill suitable for LaTeX users?

Yes, it follows a standardized workflow that stores graphics in a 'figures/' folder and provides the exact LaTeX code needed to include the image in your document.

Does it support biological pathways?

Yes, by using NetworkX and custom rendering, it can visualize biological pathways, molecular interactions, and hierarchical structures.

What file formats are generated by Scientific Schematics?

It generates high-resolution vector formats including SVG, EPS, and PDF, ensuring the diagrams remain sharp at any scale in printed publications.

Which Python libraries does this skill use for diagrams?

The skill utilizes Graphviz for layouts, Matplotlib for general plotting, Schemdraw for electrical circuits, and NetworkX for biological or network topologies.

Can it handle complex AI model architectures?

Absolutely. It is specialized in rendering multi-layer architectures like Transformers, including encoder-decoder stacks, attention mechanisms, and skip connections.

Scientific Schematics & Diagrams

Name: Scientific Schematics & Diagrams
Author: jimmc414

byjimmc414

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324

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数据科学与机器学习

Generates publication-quality scientific diagrams, neural network architectures, and flowcharts using specialized Python libraries.

This skill automates the creation of professional, vector-based scientific visualizations for research papers, posters, and technical documentation. By leveraging industry-standard Python libraries like Graphviz, Matplotlib, Schemdraw, and NetworkX, it transforms complex concepts into clear diagrams. Whether you need a detailed Transformer architecture, a CONSORT flowchart, or a complex electrical circuit, this skill manages the entire generation workflow—from code creation to high-resolution SVG/EPS export and LaTeX-ready integration snippets.

主要功能

01Professional circuit schematic drafting using Schemdraw

02324 GitHub stars

03Automated neural network architecture visualization (Transformers, CNNs, RNNs)

04Automated folder management and LaTeX reference snippet generation

05Multi-format vector output (SVG, EPS, and PDF) for lossless scaling

06Generation of publication-standard flowcharts and methodology diagrams

使用场景

01Visualizing deep learning architectures for machine learning research papers

02Creating clinical trial and methodology flowcharts for medical journals

03Designing technical system architecture and data flow diagrams for software documentation

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jimmc414/kosmos scientific-schematics

For use in Claude.ai and ChatGPT

Download Skill