Individual skill
scientific-schematics
Create publication-quality scientific diagrams using Nano Banana 2 AI with smart iterative refinement. Uses Gemini 3.6 Flash for quality review. Only regenerates if quality is below threshold for your document type. Specialized in neural network architectures, system diagrams, flowcharts, biological pathways, and complex scientific visualizations.
scientific_writer/.claude/skills/scientific-schematics/SKILL.md
Source commit 9820740d252800ecf0b8fc066ffb5bf9659f4a51
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- Yes
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- Observed behavior
- Network or broad shell
- Last checked
- Nov 9, 2026
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- Repository stars (not skill ratings)
- 2,571
- Repository last updated
- Nov 7, 2026
- License
- MIT
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SKILL.mdcore · 17,377 bytesSKILL.mdcore · 17,377 bytesSKILL.mdcore · 17,377 bytesSKILL.mdcore · 17,377 bytesSKILL.mdcore · 17,377 bytesSKILL.mdcore · 17,377 bytesSKILL.mdcore · 17,377 bytesreferences/best_practices.mddoc · 16,837 bytesreferences/iterative_refinement.mddoc · 11,170 bytesscripts/example_usage.shruns · 3,237 bytesscripts/generate_schematic.pyruns · 7,600 bytesscripts/generate_schematic_ai.pyruns · 38,534 bytes
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# 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 3.6 Flash quality review.**
**How it works:**
- Describe your diagram in natural language
- Nano Banana 2 generates publication-quality images automatically
- **Gemini 3.6 Flash 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
