Scientific Schematics
This generates publication-quality scientific diagrams from natural language descriptions using Nano Banana Pro, then runs quality reviews through Gemini 3 Pro against document-specific thresholds. The smart part is it only regenerates if the score falls below target: 8.5/10 for journal submissions, 6.5/10 for presentations. Works for neural network architectures, CONSORT flowcharts, biological pathways, circuit diagrams, whatever you need visualized. You describe it, the AI handles layout and styling, Gemini critiques it, and you get versioned outputs with quality scores. Saves API calls when the first generation is good enough, which matters if you're cranking out figures for a paper. Beats wrestling with diagram tools when you just need something clean and correct.
- skills.sh installs
- 1.2K
- GitHub stars
- 33.2K
- last updated
- Aug 21, 2026
Install
$ npx -y skills add davila7/claude-code-templates --skill scientific-schematics --agent claude-codeInstalls into .claude/skills of the current project.
Files
Scientific Schematics and Diagrams
Overview
Scientific schematics and diagrams transform complex concepts into clear visual representations for publication. This skill uses Nano Banana Pro AI for diagram generation with Gemini 3 Pro quality review.
How it works:
- Describe your diagram in natural language
- Nano Banana Pro generates publication-quality images automatically
- Gemini 3 Pro 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
Quality Thresholds by Document Type:
| Document Type | Threshold | Description |
|---|---|---|
| journal | 8.5/10 | Nature, Science, peer-reviewed journals |
| conference | 8.0/10 | Conference papers |
| thesis | 8.0/10 | Dissertations, theses |
| grant | 8.0/10 | Grant proposals |
| preprint | 7.5/10 | arXiv, bioRxiv, etc. |
| report | 7.5/10 | Technical reports |
| poster | 7.0/10 | Academic posters |
| presentation | 6.5/10 | Slides, talks |
| default | 7.5/10 | General purpose |
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- Repository
- github.com/davila7/claude-code-templates
- Categories
- Git & Pull Requests, Code Review & Quality
- First seen
- Apr 16, 2026
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