paperbanana-skill

为什么要用

核心特性

Publication-quality default style
Architecture / system diagrams
Training curve + benchmark plots
Outputs SVG + PDF (LaTeX-ready)
Consistent visual grammar across a paper's figures

实时演示

实际使用效果

paperbanana-skill.replay ▶ 就绪

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安装

作者仓库 · Claude Skills 官方文档

使用场景

实战用法： paperbanana-skill

Draw your model architecture for a conference paper

👤 ML researchers, grad students mid-paper ⏱ ~30 min intermediate

何时使用： Deadline in 5 days, you still don't have a clean architecture figure.

步骤

Describe the model

Use paperbanana-skill. Architecture figure: input → tokenizer → transformer stack (6 layers) → classifier head. Use the skill's default paper style.✓ 已复制

→ SVG with clean boxes, arrows, consistent typography
Tweak

Label the transformer block internals — attention + FFN.✓ 已复制

→ Updated figure with sub-block detail
Export for LaTeX

Export as PDF sized for a two-column paper.✓ 已复制

→ PDF with correct aspect ratio

结果： A reviewer-worthy figure without a week of Inkscape.

注意事项

Figure over-decorated — Prefer restraint; one accent color, black arrows, lots of whitespace

搭配使用： filesystem

Turn training logs into a publication-ready plot

👤 ML researchers with wandb/tensorboard exports ⏱ ~20 min beginner

何时使用： You have CSVs of training metrics and need a figure for the paper.

步骤

Feed CSV

Use paperbanana-skill. Plot loss and accuracy curves from training.csv in two-panel layout.✓ 已复制

→ Two-panel figure with clean axes
Add baselines

Overlay the baseline model's curves (baseline.csv) as dashed.✓ 已复制

→ Overlay added with clear legend

结果： A plot that fits the paper's aesthetic.

Keep all figures in a paper visually consistent

👤 Authors with 6+ figures drifting in style ⏱ ~45 min intermediate

何时使用： You look at the paper and realize each figure has a different font.

步骤

Define the style

Use paperbanana-skill. Create a shared style: 10pt sans-serif, #1f77b4 primary, black stroke 0.8pt.✓ 已复制

→ Style file saved
Apply to all figures

Regenerate figures 1-6 using this style.✓ 已复制

→ Consistent batch output

结果： Figures that look like they belong in the same paper.

搭配使用： filesystem

组合

与其他 MCP 搭配，撬动十倍杠杆

paperbanana-skill + filesystem

Organize figures in the paper's /figures directory

Save all figures under paper/figures/ with source.svg + out.pdf per figure.✓ 已复制

paperbanana-skill + mermaid-skill

Use Mermaid for casual diagrams, PaperBanana for publication quality

Sketch in Mermaid for discussion; produce with PaperBanana for camera-ready.✓ 已复制

工具

此 MCP 暴露的能力

工具	输入参数	何时调用
architecture_diagram	description	System figures
plot_curves	data file, metrics	Training/eval metrics
apply_style	style file, figures	Cross-figure consistency

成本与限制

运行它的成本

API 配额: None
每次调用 Token 数: Moderate
费用: Free
提示: Lock the style once; apply across figures to avoid re-deciding.

安全

权限、密钥、影响范围

凭据存储： None

数据出站： None from skill

故障排查

常见错误与修复

Exported PDF has wrong font in LaTeX

Embed fonts or use standard PDF font families; check paperbanana's export settings

SVG renders differently in browser vs LaTeX

Stick to PDF for LaTeX; SVG for web/slides

替代方案