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/mathmodel-figure-templates

@be9c59c
by Sanjinjihe520/mathmodelagent6.2k stars
450

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.

Use this Skill: https://skilld.dev/gh/jihe520/mathmodelagent/mathmodel-figure-templates

This session only. Nothing lands on disk.

referencesfigure-catalog.md

≈358 tokens on demand. Your agent reads this file only when SKILL.md points to it.

Figure Template Catalog

Each id maps to a bundled script under scripts/templates/.

id script figure
multiclass-shap-combo make_multiclass_shap_combo.py 多分类 SHAP 柱状图与蜂群图组合图
paired-raincloud make_paired_raincloud.py 配对云雨图
cv-roc-ci make_cv_roc_ci.py 交叉验证 ROC 曲线与置信区间图
taylor-diagram make_taylor_diagram.py 多模型评价泰勒图
correlation-pairgrid make_correlation_pairgrid.py 数据分布、拟合线、置信区间、相关系数组合图
prediction-marginal-grid make_prediction_marginal_grid.py 预测值与真实值边缘分布组合图
rf-tpe-surface make_rf_tpe_surface.py TPE 优化 RF 模型 3D 曲面图
grouped-corr-split-violin make_grouped_corr_split_violin.py 下三角相关矩阵 + 特征分组与半边小提琴图
grouped-circular-heatmap make_grouped_circular_heatmap.py 分组环形热图
urban-park-cooling-combo make_urban_park_cooling_combo.py 堆叠图 + 云雨图 + 箱线图组合图
nature-chord-diagram make_nature_chord_diagram.py Nature 风格和弦图

Prompts from the MathModel Improve tab should include $mathmodel-figure-templates and the human-readable figure title. The agent should convert that title to one of the ids above and call scripts/render_template.py.

Source: SKILL.md on GitHub

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  • Gen Agent Trust Hub3mo

    This skill provides scientific visualization templates for generating various charts (e.g., SHAP, Taylor diagrams, Chord diagrams) using Python and Matplotlib. It operates entirely locally using synthetic data and manages script execution through a secure renderer that avoids shell-based command execution and uses sanitized template selection.

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    Risk: LOW · No issues

Signed by skilld at be9c59c. This ties the file your Agent reads to that commit on GitHub. It does not review the instructions.

Last checked against GitHub 3 weeks ago.

Activeupdated 3 months ago
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