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scientific-schematics

8.1

by davila7

72Favorites
262Upvotes
0Downvotes

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.

diagrams

8.1

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Quick Review

Excellent scientific diagram generation skill with comprehensive documentation. The description clearly explains the AI-powered workflow using Nano Banana Pro for generation and Gemini 3 Pro for quality review, with smart iteration based on document-type thresholds. Strong task knowledge with detailed prompting guidelines, examples, and quality standards. Well-structured with clear sections, though SKILL.md is quite long and could benefit from moving some detailed examples to separate files. Moderate-to-good novelty: while AI image generation exists, the specialized scientific diagram focus, iterative quality review system, and document-type-aware thresholds add meaningful value for scientific publishing workflows. CLI agents could struggle with prompt engineering and quality assessment without this skill. Minor deduction for very lengthy SKILL.md that could be more modular.

LLM Signals

Description coverage9
Task knowledge9
Structure8
Novelty7

GitHub Signals

18,073
1,635
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Last commit 0 days ago

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davila7

davila7

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davila7

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