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paperbanana-skill

par PlutoLei · PlutoLei/paperbanana-skill

Generate publication-quality academic diagrams — architecture figures, training curves, system schematics — from prompts, PaperBanana-style.

A Claude Code skill wrapping the PaperBanana workflow for academic figures. Instead of fighting TikZ or Inkscape, describe the figure; get publishable SVG/PDF output with the visual grammar papers expect (clean typography, consistent arrows, no rainbow colors).

Pourquoi l'utiliser

Fonctionnalités clés

Démo en direct

Aperçu en pratique

paperbanana-skill.replay ▶ prêt
0/0

Installer

Choisissez votre client

~/Library/Application Support/Claude/claude_desktop_config.json  · Windows: %APPDATA%\Claude\claude_desktop_config.json
{
  "mcpServers": {
    "paperbanana-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/PlutoLei/paperbanana-skill",
        "~/.claude/skills/paperbanana-skill"
      ],
      "_inferred": true
    }
  }
}

Ouvrez Claude Desktop → Settings → Developer → Edit Config. Redémarrez après avoir enregistré.

~/.cursor/mcp.json · .cursor/mcp.json
{
  "mcpServers": {
    "paperbanana-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/PlutoLei/paperbanana-skill",
        "~/.claude/skills/paperbanana-skill"
      ],
      "_inferred": true
    }
  }
}

Cursor utilise le même schéma mcpServers que Claude Desktop. La config projet l'emporte sur la globale.

VS Code → Cline → MCP Servers → Edit
{
  "mcpServers": {
    "paperbanana-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/PlutoLei/paperbanana-skill",
        "~/.claude/skills/paperbanana-skill"
      ],
      "_inferred": true
    }
  }
}

Cliquez sur l'icône MCP Servers dans la barre latérale Cline, puis "Edit Configuration".

~/.codeium/windsurf/mcp_config.json
{
  "mcpServers": {
    "paperbanana-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/PlutoLei/paperbanana-skill",
        "~/.claude/skills/paperbanana-skill"
      ],
      "_inferred": true
    }
  }
}

Même format que Claude Desktop. Redémarrez Windsurf pour appliquer.

~/.continue/config.json
{
  "mcpServers": [
    {
      "name": "paperbanana-skill",
      "command": "git",
      "args": [
        "clone",
        "https://github.com/PlutoLei/paperbanana-skill",
        "~/.claude/skills/paperbanana-skill"
      ]
    }
  ]
}

Continue utilise un tableau d'objets serveur plutôt qu'une map.

~/.config/zed/settings.json
{
  "context_servers": {
    "paperbanana-skill": {
      "command": {
        "path": "git",
        "args": [
          "clone",
          "https://github.com/PlutoLei/paperbanana-skill",
          "~/.claude/skills/paperbanana-skill"
        ]
      }
    }
  }
}

Ajoutez dans context_servers. Zed recharge à chaud à la sauvegarde.

claude mcp add paperbanana-skill -- git clone https://github.com/PlutoLei/paperbanana-skill ~/.claude/skills/paperbanana-skill

Une seule ligne. Vérifiez avec claude mcp list. Supprimez avec claude mcp remove.

Cas d'usage

Usages concrets : paperbanana-skill

Draw your model architecture for a conference paper

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

Quand l'utiliser : Deadline in 5 days, you still don't have a clean architecture figure.

Prérequis
  • Skill installed — git clone https://github.com/PlutoLei/paperbanana-skill ~/.claude/skills/paperbanana-skill
Déroulement
  1. Describe the model
    Use paperbanana-skill. Architecture figure: input → tokenizer → transformer stack (6 layers) → classifier head. Use the skill's default paper style.✓ Copié
    → SVG with clean boxes, arrows, consistent typography
  2. Tweak
    Label the transformer block internals — attention + FFN.✓ Copié
    → Updated figure with sub-block detail
  3. Export for LaTeX
    Export as PDF sized for a two-column paper.✓ Copié
    → PDF with correct aspect ratio

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

Pièges
  • Figure over-decorated — Prefer restraint; one accent color, black arrows, lots of whitespace
Combiner avec : filesystem

Turn training logs into a publication-ready plot

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

Quand l'utiliser : You have CSVs of training metrics and need a figure for the paper.

Déroulement
  1. Feed CSV
    Use paperbanana-skill. Plot loss and accuracy curves from training.csv in two-panel layout.✓ Copié
    → Two-panel figure with clean axes
  2. Add baselines
    Overlay the baseline model's curves (baseline.csv) as dashed.✓ Copié
    → Overlay added with clear legend

Résultat : 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

Quand l'utiliser : You look at the paper and realize each figure has a different font.

Déroulement
  1. Define the style
    Use paperbanana-skill. Create a shared style: 10pt sans-serif, #1f77b4 primary, black stroke 0.8pt.✓ Copié
    → Style file saved
  2. Apply to all figures
    Regenerate figures 1-6 using this style.✓ Copié
    → Consistent batch output

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

Combiner avec : filesystem

Combinaisons

Associez-le à d'autres MCPs pour un effet X10

paperbanana-skill + filesystem

Organize figures in the paper's /figures directory

Save all figures under paper/figures/ with source.svg + out.pdf per figure.✓ Copié
paperbanana-skill + mermaid-skill

Use Mermaid for casual diagrams, PaperBanana for publication quality

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

Outils

Ce que ce MCP expose

OutilEntréesQuand appelerCoût
architecture_diagram description System figures 0
plot_curves data file, metrics Training/eval metrics 0
apply_style style file, figures Cross-figure consistency 0

Coût et limites

Coût d'exécution

Quota d'API
None
Tokens par appel
Moderate
Monétaire
Free
Astuce
Lock the style once; apply across figures to avoid re-deciding.

Sécurité

Permissions, secrets, portée

Stockage des identifiants : None
Sortie de données : None from skill

Dépannage

Erreurs courantes et correctifs

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

Alternatives

paperbanana-skill vs autres

AlternativeQuand l'utiliserCompromis
TikZ / PGFPlotsYou want full LaTeX integration and are comfortable with TikZSteep learning curve
mermaid-skillCasual docs, not publicationNot publication-quality aesthetic

Plus

Ressources

📖 Lire le README officiel sur GitHub

🐙 Voir les issues ouvertes

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