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mathmodel-figure-templates

Use this skill in the MathModel LaTeX sandbox when the user asks to reproduce built-in scientific visualization templates, especially prompts from the Improve tab mentioning $mathmodel-figure-templates, 科研绘图模板, SHAP蜂群柱状图, 配对云雨图, 交叉验证ROC, 泰勒图, 相关矩阵组合图, 预测真实值边缘分布图, TPE调参3D曲面, 下三角相关矩阵半边小提琴图, 分组环形热图, 城市公园降温组合图, or Nature和弦图. It provides ready-to-run Python scripts bundled inside the skill.

jihe520/MathModelAgent

インストール方法を見る

含まれるファイル（26）

SKILL.md2.6 KB
assets/previews/correlation_pairgrid_replica.png1.1 MB
assets/previews/cv_roc_ci_replica.png293.7 KB
assets/previews/grouped_circular_heatmap_replica.png1.6 MB
assets/previews/grouped_corr_split_violin_replica.png401.6 KB
assets/previews/multiclass_shap_combo_replica.png1.3 MB
assets/previews/nature_chord_diagram_replica.png1.2 MB
assets/previews/paired_raincloud_replica.png428.9 KB
assets/previews/prediction_marginal_grid_replica.png1.0 MB
assets/previews/rf_tpe_surface_replica.png1.3 MB
assets/previews/taylor_diagram_replica.png472.4 KB
assets/previews/urban_park_cooling_combo_replica.png854.5 KB
references/figure-catalog.md1.4 KB
references/plot-recipes.md1.4 KB
scripts/render_template.py5.5 KB
scripts/templates/make_correlation_pairgrid.py6.9 KB
scripts/templates/make_cv_roc_ci.py7.8 KB
scripts/templates/make_grouped_circular_heatmap.py10.0 KB
scripts/templates/make_grouped_corr_split_violin.py9.8 KB
scripts/templates/make_multiclass_shap_combo.py9.8 KB
scripts/templates/make_nature_chord_diagram.py9.9 KB
scripts/templates/make_paired_raincloud.py10.3 KB
scripts/templates/make_prediction_marginal_grid.py8.4 KB
scripts/templates/make_rf_tpe_surface.py6.0 KB
scripts/templates/make_taylor_diagram.py7.4 KB
scripts/templates/make_urban_park_cooling_combo.py15.5 KB

SKILL.md（原文）

インストールする前に、エージェントに与えられる指示の中身を確認できます。

MathModel Figure Templates

This skill is bundled into the LaTeX sandbox at /home/user/.claude/skills/mathmodel-figure-templates. It contains ready-to-run Python/matplotlib scripts for the figure templates exposed in the MathModel Improve tab.

Fast Path

Match the requested chart in references/figure-catalog.md.
From /home/user/workspace, run the renderer with the template id:

python3 /home/user/.claude/skills/mathmodel-figure-templates/scripts/render_template.py paired-raincloud

The renderer copies the bundled template script into 绘图复刻/scripts/, runs it there, and writes outputs to 绘图复刻/outputs/.
Return the generated PNG/PDF/SVG paths and the copied script path to the user.

Use --list to show supported ids:

python3 /home/user/.claude/skills/mathmodel-figure-templates/scripts/render_template.py --list

Output Contract

Work under the current workspace unless the user gives another path.
Default project folder: 绘图复刻.
Script path: 绘图复刻/scripts/make_<template>.py.
Outputs: 绘图复刻/outputs/<template>_replica.png, .pdf, .svg.
Use the bundled scripts as the first choice; edit the copied workspace script only when the user requests customization.
The bundled scripts use deterministic simulated data. Do not claim simulated values reproduce a source study exactly.

Template Ids

multiclass-shap-combo
paired-raincloud
cv-roc-ci
taylor-diagram
correlation-pairgrid
prediction-marginal-grid
rf-tpe-surface
grouped-corr-split-violin
grouped-circular-heatmap
urban-park-cooling-combo
nature-chord-diagram

When Customizing

If the user asks for changes, copy/run the nearest template first, then edit the copied file in 绘图复刻/scripts/. Preserve:

MPLCONFIGDIR before importing matplotlib.
deterministic seeds for simulated data.
PNG/PDF/SVG export.
readable labels, legends, and high-DPI output.

Use references/plot-recipes.md for implementation patterns.

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