jihe520/mathmodelagent1.1k installs

mathmodel-figure-templates

Q: How do I install this agent skill?

Run npx skills add https://github.com/jihe520/mathmodelagent --skill mathmodel-figure-templates.

Q: Is this agent skill safe to install?

Review the displayed partner audits, complete source, permissions, dependencies, and exact revision before installing.

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.

How do I install this agent skill?

npx skills add https://github.com/jihe520/mathmodelagent --skill mathmodel-figure-templates

view source ↗

Is this agent skill safe to install?

Gen Agent Trust Hubpass
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.
Socketpass
No alerts
Snykpass
Risk: LOW · No issues

What does this agent skill do?

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.

How can the creator link this skill?

Add the canonical catalog link to the repository README so users can inspect current installs and available audits. The publishing guide covers the complete discovery path.

<a href="https://skillzs.dev/skills/jihe520/mathmodelagent/mathmodel-figure-templates">View mathmodel-figure-templates on skillZs</a>