Individual skill
scientific-schematics
Create publication-quality scientific diagrams using Nano Banana Pro AI with smart iterative refinement. Uses Gemini 3 Pro 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.
cli-tool/components/skills/scientific/scientific-schematics/SKILL.md
Source commit ad81bf053f80b626801decf425f501ba49983d98
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 4, 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)
- 33,202
- Repository last updated
- Nov 8, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- anthropic Repository topic
- anthropic-claude Repository topic
- claude Repository topic
- claude-code Repository topic
- agent-skills Repository topic
- ai-agents Repository topic
- claude-code-plugins Repository topic
- cli Repository topic
- mcp Repository topic
- registry 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
QUICK_REFERENCE.mddoc · 4,790 bytesREADME.mddoc · 8,686 bytesSKILL.mdcore · 23,716 bytesSKILL.mdcore · 23,716 bytesSKILL.mdcore · 23,716 bytesSKILL.mdcore · 23,716 bytesSKILL.mdcore · 23,716 bytesSKILL.mdcore · 23,716 bytesSKILL.mdcore · 23,716 bytesSKILL.mdcore · 23,716 bytesSKILL.mdcore · 23,716 bytesSKILL.mdcore · 23,716 bytesSKILL.mdcore · 23,716 bytesSKILL.mdcore · 23,716 bytesSKILL.mdcore · 23,716 bytesexample_usage.shruns · 3,052 bytesreferences/best_practices.mddoc · 15,910 bytesscripts/generate_schematic.pyruns · 5,016 bytesscripts/generate_schematic_ai.pyruns · 33,173 bytestest_ai_generation.pyruns · 7,653 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 Pro AI for diagram generation with Gemini 3 Pro quality review.**
**How it works:**
- Describe your diagram in natural language
- Nano Banana Pro generates publication-quality images automatically
- **Gemini 3 Pro 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
