Individual skill
scientific-schematics
Automates publication-quality scientific diagrams (e.g., flowcharts, architectures, pathways) when you need journal/poster-ready visuals from a natural-language description.
scientific-skills/Other/scientific-schematics/SKILL.md
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- bioinformatics Repository topic
- computational-biology Repository topic
- data-analysis Repository topic
- ai Repository topic
- biology Repository topic
- cancer-genomics Repository topic
- data-visualization Repository topic
- differential-expression Repository topic
- genomics Repository topic
- medical Repository topic
- research Derived category
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SKILL.mdcore · 3,954 bytesSKILL.mdcore · 3,954 bytesSKILL.mdcore · 3,954 bytesSKILL.mdcore · 3,954 bytesSKILL.mdcore · 3,954 bytesSKILL.mdcore · 3,954 bytesreferences/best_practices.mddoc · 612 bytesreferences/diagram_types.mddoc · 359 bytesscientific-schematics_audit_result_v1.jsonasset · 11,507 bytesscripts/generate_schematic.pyruns · 9,978 bytes
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> **Source**: [https://github.com/aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills)
# Scientific Schematics Skill
## When to Use
- Creating **journal-ready** figures (clean typography, consistent styling, high resolution) from a short textual description.
- Producing **poster-friendly** diagrams that prioritize readability at distance (larger labels, stronger contrast).
- Drafting **neural network architecture** schematics (e.g., Transformer blocks, attention modules) for papers or slides.
- Generating **biological pathway** visuals (e.g., Krebs cycle) with iterative quality review.
- Rapidly iterating on a diagram concept when you need **AI-assisted refinement loops** instead of manual redraws.
## Key Features
- **Text-to-diagram automation**: Converts a natural-language prompt into a publication-quality schematic.
- **Iterative generate → review → refine loop**: Automatically improves the figure until a quality threshold is met.
- **Document-type aware critique**: Reviewer feedback adapts to `journal` vs `poster` requirements.