mathmodel-figure SKILL.md skillA
mathmodel-figure from escap1ng/mathmodel-studio is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add escap1ng/mathmodel-studio/mathmodel-figure@git:20261020.484a187Pins git:20261020.484a187 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- escap1ng/mathmodel-studio
- Path
skills/mathmodel-figure/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261020.484a187, committed Oct 20, 2026
- Size
- 6,967 bytes
- Repository stars
- 7
- License
- AGPL-3.0
数学建模/科研数据图表技能：20 个开箱即用的 Python/matplotlib 模板，简单图型默认采用 Nature 主题（身份/方向/层级三色职责、Arial 小字、细轴线、直接标注），配色由 themes/*.theme.json 声明、可整体替换；模板不匹配时按 docs/guides/nature-standard.md 的 Nature 出图标准现绘，共用同一套样式模块。覆盖相关热图、拟合置信带+残差、迭代收敛、Pareto前沿、性能折线对比、分组柱状、箱线+抖动、模块占比环形图（饼图）、长类别条形、SHAP组合、配对云雨、交叉验证ROC、泰勒图、相关矩阵pairgrid、预测-真实边缘分布、TPE调参三维曲面、半边小提琴、分组环形热图、城市公园降温组合、Nature和弦图。当用户要画/复刻上述任意图表、问"科研绘图模板/Nature 风格出图"、需要论文结果图或数模竞赛配图时使用。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 数学建模数据图表模板（mathmodel-figure） 内置 20 个可直接运行的 Python/matplotlib 模板：自带**确定性模拟数据**，一条命令产出 PNG/PDF/SVG 三格式出版级图表。简单图型走 `code/style/plot_style.py` 的 Nature 样式系统 （小字无衬线、细轴线、颜色只承担语义）。适合数模竞赛论文配图与科研结果图。 ## 快速路径 1. 在 `docs/templates/figure-catalog.md` 里匹配用户要的图（id ↔ 中文图题）。 **匹配不到就走「模板库之外」现绘**（见下文），不要硬套最接近的模板、更不要为套模板改数据语义。 2. 在工作目录运行渲染器，传模板 id（支持 id / 英文别名 / 中文图题片段）： ```bash python3 code/tools/render_template.py paired-raincloud ``` 3. 渲染器把模板脚本（及其依赖的 `plot_style.py` 样式模块）复制到 `绘图复刻/scripts/`， 并把主题写到同目录 `theme.json`（默认 nature），在该目录运行，产物写入 `绘图复刻/outputs/`。 4. 打开生成的 PNG 做**渲染自检**（清单见 `docs/guides/visualization-rules.md` 末节）： 查裁切、压线、空子图、灰度可辨、颜色语义；不过就改工作区脚本重跑。 5. 把生成的 PNG/PDF/SVG 路径与复制出的脚本路径返回给用户。 用 `--list` 查看全部支持的 id： ```bash python3 code/tools/render_template.py --list ``` ## 输出契约 - 默认项目目录：`绘图复刻`（`--project` 可改）。 - 脚本路径：`绘图复刻/scripts/make_<template>.py`。 - 产物：`绘图复刻/outputs/<template>_replica.png`、`.pdf`、`.svg`（PNG 默认 300 DPI，密度类图可降至 200，见 visualization-rules.md）。 - 优先用内置模板；用户要定制时，改**工作区里复制出的脚本**，不动技能内置模板。 - 内置模板用确定性模拟数据。不得声称模拟数据复现了某篇文献的真实结果。 ## 模板清单 **高端组合类**（自带配色体系）：`multiclass-shap-combo`、`paired-raincloud`、`cv-roc-ci`、 …
Read the whole file at its exact version.
How to install
mdr add escap1ng/mathmodel-studio/mathmodel-figure@sha256:2754f770f2a359d8The line at the top of this page pins the label git:20261020.484a187, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_gwl6qr2fqo62xcbb)
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Versions
The registry has recorded 1 version of this file, committed on Oct 20, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (6967 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
escap1ng/mathmodel-studio · 7 stars · license AGPL-3.0 · pushed 2026-11-04 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_gwl6qr2fqo62xcbb GET https://markdownregistry.com/api/v1/resolve?ref=escap1ng/mathmodel-studio/mathmodel-figure GET https://markdownregistry.com/api/v1/blob/2754f770f2a359d88554f2dae5f48ea03a2a0e74e1ee570f5c9757ebe4fa5646
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.