Agent skill · AI & Agents

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.

jihe520github.com/jihe520GitHub ↗
claude-codecan modify filesships scripts
Install
npx skills add jihe520/MathModelAgent --skill mathmodel-figure-templates --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 26
SKILL.md size: 2 KB
Bundled scripts: yes
Allowed tools: Bash(*)ReadWriteEditGrepGlob
Path: skills/mathmodel-figure-templates/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 3,177
Language: Python
Read our review of the source →

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# 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 us

What's inside
Steps it walks through
  1. Fast Path
  2. Output Contract
  3. Template Ids
  4. When Customizing
Ships with 24 files
  • assets/previews/correlation_pairgrid_replica.png
  • assets/previews/cv_roc_ci_replica.png
  • assets/previews/grouped_circular_heatmap_replica.png
  • assets/previews/grouped_corr_split_violin_replica.png
  • assets/previews/multiclass_shap_combo_replica.png
  • assets/previews/nature_chord_diagram_replica.png
  • assets/previews/paired_raincloud_replica.png
  • assets/previews/prediction_marginal_grid_replica.png
  • assets/previews/rf_tpe_surface_replica.png
  • assets/previews/taylor_diagram_replica.png
  • assets/previews/urban_park_cooling_combo_replica.png
  • references/figure-catalog.md
  • references/plot-recipes.md
  • scripts/render_template.py
  • scripts/templates/make_correlation_pairgrid.py
  • scripts/templates/make_cv_roc_ci.py
  • scripts/templates/make_grouped_circular_heatmap.py
  • scripts/templates/make_grouped_corr_split_violin.py
  • scripts/templates/make_multiclass_shap_combo.py
  • scripts/templates/make_nature_chord_diagram.py
  • scripts/templates/make_paired_raincloud.py
  • scripts/templates/make_prediction_marginal_grid.py
  • scripts/templates/make_rf_tpe_surface.py
  • scripts/templates/make_taylor_diagram.py
first 24 of 26
Commands it runs
python3 /home/user/.claude/skills/mathmodel-figure-templates/scripts/render_template.py paired-raincloud
python3 /home/user/.claude/skills/mathmodel-figure-templates/scripts/render_template.py --list
More from MathModelAgent
All skills →
About this skill
What does the mathmodel-figure-templates skill do?

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 it?

Run `npx skills add jihe520/MathModelAgent --skill mathmodel-figure-templates --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From jihe520/MathModelAgent, a repository with 3,177 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

Keep going