Individual skill
scientific-schematics
Generates publication-style scientific diagrams as raster PNG images from a natural-language prompt, using Nano Banana 2 via OpenRouter, then scores each image with Gemini 3.6 Flash against a document-type threshold (journal, conference, thesis, grant, preprint, poster, etc.) and regenerates up to twice. Writes versioned PNGs and a review_log.json. Use when drawing neural network architectures, CONSORT or PRISMA flowcharts, biological signaling pathways, system or block diagrams, or circuit schematics. Use when a figure needs a quality score and critique recorded for a paper, poster, or grant. Not for vector, PDF, SVG, or EPS output, or for data plots; use a plotting skill for those. Prompts leave the machine, so avoid unpublished or patient data.
plugins/KalarisLabs/research-agent-skills/skills/scientific-schematics/SKILL.md
Source commit d780783eba4ecc7c8b9429f95c9362df95f07c61
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- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
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- Observed behavior
- Network or broad shell
- Last checked
- Nov 4, 2026
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Repository context
- Repository stars (not skill ratings)
- 1,531
- Repository last updated
- Nov 6, 2026
- License
- Apache-2.0
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
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- scientific-diagrams,-schematics,-figures,-illustrations Declared skill tag
- research Derived category
- data Derived category
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SKILL.mdcore · 17,346 bytesSKILL.mdcore · 17,346 bytesSKILL.mdcore · 17,346 bytesSKILL.mdcore · 17,346 bytesSKILL.mdcore · 17,346 bytesSKILL.mdcore · 17,346 bytesSKILL.mdcore · 17,346 bytesreferences/best_practices.mddoc · 16,836 bytesreferences/iterative_refinement.mddoc · 11,170 bytesscripts/example_usage.shruns · 3,237 bytesscripts/generate_schematic.pyruns · 7,836 bytesscripts/generate_schematic_ai.pyruns · 38,770 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 3.6 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
