IN
Data & Repro
infographics
Infographics are visual representations of information, data, or knowledge designed to present complex content quickly and clearly. **This s…
K-Dense-AI/claude-scientific-skillsView
Data & Repro
SC
Scientific Schematics
Maintainer K-Dense Inc. · Last updated March 31, 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….
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
- March 31, 2026
Skill Snapshot
Key Details From SKILL.md
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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