Data & ReproScientific VisualizationK-Dense-AI/claude-scientific-skillsData & Reproduction

Scientific Schematics

Maintainer K-Dense Inc. · Last updated April 1, 2026

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 thresh….

Claude CodeOpenClawNanoClawAnalysisWritingscientific-schematicsscientific-communicationworkflowscientific communication & publishing

Original source

K-Dense-AI/claude-scientific-skills

https://github.com/K-Dense-AI/claude-scientific-skills/tree/main/scientific-skills/scientific-schematics

Maintainer: K-Dense Inc.
License: MIT license
Last updated: April 1, 2026

Skill Snapshot

Key Details From SKILL.md

2 min

Key Notes

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.

Source Doc

Excerpt From SKILL.md

Quick Start: Generate Any Diagram

Create any scientific diagram by simply describing it. Nano Banana 2 handles everything automatically with smart iteration:


## Generate for presentation (lower threshold: 6.5/10 - faster)

python scripts/generate_schematic.py "Transformer encoder-decoder architecture showing multi-head attention" -o figures/transformer.png --doc-type presentation

## Generate for poster (moderate threshold: 7.0/10)

python scripts/generate_schematic.py "MAPK signaling pathway from EGFR to gene transcription" -o figures/mapk_pathway.png --doc-type poster

Use cases

Creating neural network architecture diagrams (Transformers, CNNs, RNNs, etc.).
Illustrating system architectures and data flow diagrams.
Drawing methodology flowcharts for study design (CONSORT, PRISMA).

Not for

Do not rely on this catalog entry alone for installation or maintenance details.

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