Individual skill
scientific-schematics
Create publication-quality scientific diagrams using Nano Banana 2 AI with smart iterative refinement. Uses Gemini 3.1 Pro Preview 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-skills/scientific-schematics/SKILL.md
Source commit 160df4d13d266411f0850c4de7ecdbd93e8b40be
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 6, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 20
- Repository last updated
- Apr 10, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- academic-writing Repository topic
- arxiv Repository topic
- claude Repository topic
- claude-code Repository topic
- claude-code-plugin Repository topic
- claude-skills Repository topic
- constitutional-ai Repository topic
- mcp Repository topic
- open-science Repository topic
- paper-generation Repository topic
- research Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 23,850 bytesSKILL.mdcore · 23,850 bytesSKILL.mdcore · 23,850 bytesSKILL.mdcore · 23,850 bytesSKILL.mdcore · 23,850 bytesSKILL.mdcore · 23,850 bytesSKILL.mdcore · 23,850 bytesSKILL.mdcore · 23,850 bytesSKILL.mdcore · 23,850 bytesSKILL.mdcore · 23,850 bytesSKILL.mdcore · 23,850 bytesSKILL.mdcore · 23,850 bytesSKILL.mdcore · 23,850 bytesreferences/QUICK_REFERENCE.mddoc · 4,784 bytesreferences/README.mddoc · 8,676 bytesreferences/best_practices.mddoc · 16,026 bytesscripts/example_usage.shruns · 3,052 bytesscripts/generate_schematic.pyruns · 5,030 bytesscripts/generate_schematic_ai.pyruns · 33,577 bytes
Read excerpt
# 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 3.1 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 thresholds
- **Smart iteration**: Only regenerates if quality is below threshold
- Publication-ready output in minutes
- No coding, templates, or manual drawing required