How do I install the Mathmodel Figure Templates skill?

Run npx skillmds@latest add jihe520-mathmodelagent/mathmodel-figure-templates in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Mathmodel Figure Templates safe to use?

This skill has not completed SkillMD's automated safety review yet. Capability flags: executes scripts. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Mathmodel Figure Templates?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Mathmodel Figure Templates free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Mathmodel Figure Templates?

jihe520 (@jihe520-mathmodelagent) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Mathmodel Figure Templates by jihe520-mathmodelagent

Name: Mathmodel Figure Templates
Rating: 4.666666666666667 (3 reviews)
Author: jihe520

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 Updated Sep 9, 2026

File contents

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.

---name: mathmodel-figure-templatesdescription: 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.--- # 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 1. Match the requested chart in `references/figure-catalog.md`. 2. From `/home/user/workspace`, run the renderer with the template id: ```bash python3 /home/user/.claude/skills/mathmodel-figure-templates/scripts/render_template.py paired-raincloud ``` 3. 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/`. 4. Return the generated PNG/PDF/SVG paths and the copied script path to the user. Use `--list` to show supported ids: ```bash 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.

Frequently asked questions