Individual skill
scientific-schematics
Generates scientific diagram drafts using Nano Banana 2 AI with smart iterative refinement. Uses Gemini 3.7 Flash for quality review. Refines when the review requests improvement, with at most two generations. Specialized in neural network architectures, system diagrams, flowcharts, biological pathways, and complex scientific visualizations.
skills/scientific-schematics/SKILL.md
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- Last checked
- Nov 10, 2026
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- 56,949
- Repository last updated
- Nov 9, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- ai-scientist Repository topic
- bioinformatics Repository topic
- chemoinformatics Repository topic
- claude Repository topic
- claude-skills Repository topic
- claudecode Repository topic
- clinical-research Repository topic
- computational-biology Repository topic
- data-analysis Repository topic
- drug-discovery Repository topic
- research Derived category
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SKILL.mdcore · 20,304 bytesSKILL.mdcore · 20,304 bytesSKILL.mdcore · 20,304 bytesSKILL.mdcore · 20,304 bytesSKILL.mdcore · 20,304 bytesSKILL.mdcore · 20,304 bytesSKILL.mdcore · 20,304 bytesreferences/best_practices.mddoc · 20,486 bytesreferences/iterative_refinement.mddoc · 15,304 bytesscripts/example_usage.shruns · 3,548 bytesscripts/generate_schematic.pyruns · 7,782 bytesscripts/generate_schematic_ai.pyruns · 35,684 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 3.7 Flash quality review.**
**How it works:**
- Describe your diagram in natural language
- Nano Banana 2 generates a PNG draft from the specified components and relationships
- **Gemini 3.7 Flash reviews quality** against document-type thresholds
- **Smart iteration**: Refines when the score or verdict requests improvement
- Saved drafts and a review log for manual verification
- No coding, templates, or manual drawing required
