mathmodel-figure-templates
Gives you ready-to-run Python code for making scientific charts and graphs like heat maps and 3D plots for your research paper.
Installation
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What this skill does
What it does: This skill gives you ready-made Python code to create scientific pictures and charts. It includes templates for many types of charts like heat maps, violin plots, chord diagrams, and special data visualizations. You can run these templates to make professional-looking pictures for your math project. When to use it: Use this when you need to create charts and diagrams for your math competition paper. Instead of writing code from scratch, you can pick a template that matches what you need, run it, and then change it if you want something different.
SKILL.mdShow the author's original SKILL.md (not in English)
--- name: mathmodel-figure-templates description: 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. allowed-tools: Bash(*), Read, Write, Edit, Grep, Glob --- # 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.
Ships with 14 supporting files:
- 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
- scripts/templates/make_urban_park_cooling_combo.py
Mirrored from the author's public source. Install counts from the open skills registry.