BG
数据与复现
bgpt-paper-search
bgpt-paper-search：BGPT是一个remote MCP server that searches curated database of scientific papers built ，面向 raw experimenta…
K-Dense-AI/claude-scientific-skills查看
数据与复现
SC
Scientific Schematics
维护者 K-Dense Inc. · 最近更新 2026年4月1日
Scientific Schematics：Scientific schematics 、 diagrams transform complex concepts into clear visual representations ，用于 publication。 **This skill uses Nano Banana 2 AI ，用于 diagram generation ，支持 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 thresh…。
原始来源
K-Dense-AI/claude-scientific-skills
https://github.com/K-Dense-AI/claude-scientific-skills/tree/main/scientific-skills/scientific-schematics
- 维护者
- K-Dense Inc.
- 许可
- MIT license
- 最近更新
- 2026年4月1日
技能摘要
来自 SKILL.md 的关键信息
核心说明
- 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。
原始文档
SKILL.md 摘录
Quick Start: Generate Any Diagram
Create any scientific diagram by simply describing it. Nano Banana 2 handles everything automatically with smart iteration:
## Generate for presentation (lower threshold: 6.5/10 - faster)
python scripts/generate_schematic.py "Transformer encoder-decoder architecture showing multi-head attention" -o figures/transformer.png --doc-type presentation
## Generate for poster (moderate threshold: 7.0/10)
python scripts/generate_schematic.py "MAPK signaling pathway from EGFR to gene transcription" -o figures/mapk_pathway.png --doc-type poster
适用场景
- Creating neural network architecture diagrams (Transformers，CNNs，RNNs，etc.)。
- Illustrating system architectures 、 data flow diagrams。
- Drawing methodology flowcharts ，用于 study design (CONSORT，PRISMA)。
不适用场景
- Do not rely on this catalog entry alone ，用于 installation 或 maintenance details。
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