Scientific Schematics

by LeonChaoX

Scientific Schematics is an AI Engineering skill for Claude Code, published by LeonChaoX in qinyan-academic-skills.

814 stars68 forkson LeonChaoX/qinyan-academic-skillsAdded 2026/08/22Repository updated 2026/07/20

View source on GitHub Download repo ZIP

academicai-assistantarxivclaude-codegoogle-scholarliterature-reviewopenclawpaper-searchpubmedskill

Install in seconds

Install Scientific Schematics

Copy Scientific Schematics into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit 'https://github.com/LeonChaoX/qinyan-academic-skills/tree/main/skills/03-%E5%AD%A6%E6%9C%AF%E6%BC%94%E7%A4%BA%E4%B8%8E%E5%8F%AF%E8%A7%86%E5%8C%96/scientific-schematics' ~/.claude/skills/scientific-schematics

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/LeonChaoX/qinyan-academic-skills.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: skills/03-学术演示与可视化/scientific-schematics/SKILL.md in LeonChaoX/qinyan-academic-skills
Installs to: ~/.claude/skills/scientific-schematics
Collection: One of 25 skills cataloged from this repository
Category: AI Engineering — 2451 skills

What Scientific Schematics does

Scientific Schematics creates publication-quality scientific diagrams from natural-language prompts. Use it for architecture diagrams, flowcharts, pathways, schematics, and other visuals for papers, posters, and slides.

Scientific Schematics is cataloged under AI Engineering on DirSkills. Scientific Schematics comes from a repository tagged academic, ai-assistant, arxiv, claude-code and google-scholar.

Documentation

README

Excerpt

Scientific Schematics and Diagrams

Overview

Scientific schematics and diagrams transform complex concepts into clear visual representations for publication. This skill uses Nano Banana 2 AI for diagram generation with Gemini 3.1 Pro Preview quality review.

How it works:

Describe your diagram in natural language
Nano Banana 2 generates publication-quality images automatically
Gemini 3.1 Pro Preview reviews quality against document-type thresholds
Smart iteration: Only regenerates if quality is below threshold
Publication-ready output in minutes
No coding, templates, or manual drawing required

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Scientific Schematics

What else does LeonChaoX publish alongside Scientific Schematics?
Scientific Schematics is one of 25 skills that DirSkills catalogs from LeonChaoX/qinyan-academic-skills, the repository it ships in. Its siblings there include BGPT Paper Search, Citation Management and Generate Image. Each one is a separate skill with its own page in this directory, installs the same way Scientific Schematics does, and is maintained by LeonChaoX in that same repository. The rest of the collection is listed on the LeonChaoX/qinyan-academic-skills page.
How does Scientific Schematics compare to other AI Engineering skills?
Scientific Schematics ranks #1578 by stars among the 2451 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Scientific Schematics against them. Open each page to compare what they document and how they install.