mathmodel-core SKILL.md skillA
mathmodel-core 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-core@git:20261031.0bf2310Pins git:20261031.0bf2310 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-core/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261031.0bf2310, committed Oct 31, 2026
- First version recorded
- Oct 20, 2026
- Size
- 20,678 bytes
- Repository stars
- 7
- License
- AGPL-3.0
数学建模竞赛全流程主技能：按阶段零至阶段六编排全程（环境预检 → 赛题分析 → 工作目录 → 算法选择 → 代码实现 → 论文输出 → 评分优化），并把各环节路由到专项技能。用户提交赛题或提出建模需求时触发。算法与方法选型用 mathmodel-methods；论文写作与排版用 mathmodel-paper；数据图表与示意图用 mathmodel-figure / mathmodel-diagram；去 AI 与字符清理用 mathmodel-deai；结构自检与评分用 mathmodel-score。.
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
# 数学建模竞赛辅助技能 ## 核心定位 专为数学建模国赛（高教社杯）设计，覆盖**赛题理解 → 模型构建 → 算法实现 → 论文输出**全流程。 **核心风格**：学术语态、逻辑严谨、创新性强、结果可验证 *** ## 工作流（强制执行） ### 阶段零：环境预检（前置检查） **在开始建模前，必须检查以下环境依赖是否可用**： 1. **编译环境**： - 检查 `xelatex` 是否可用（用于生成PDF） - 若不可用，提示安装 TeX Live 或 MiKTeX 2. **Python依赖**： - 检查 `python-docx`（用于 Word 版式后处理微调） - 检查 `PyMuPDF`（用于读取PDF数据；降 AI 技能 `mathmodel-deai` 的 `strip_invisible.py` PDF 清理模式亦依赖） - 检查 `openpyxl`（用于读取 .xlsx 数据）；若赛题附件含旧版 `.xls` 文件，另需 `xlrd`（openpyxl 不支持 .xls 二进制格式），缺失时安装 `pip install xlrd` - 若缺失，自动执行 `pip install python-docx pymupdf openpyxl` 3. **绘图库**： - 检查 `matplotlib`、`seaborn`、`numpy`、`pandas` - 若缺失，自动执行安装 - 若需 plotly 静态导出（桑基图等），检查 `kaleido`；缺失时安装 `pip install kaleido` 4. **Word 转换工具**： - 检查 `pandoc` 是否可用（LaTeX→Word 转换必需，公式自动转 OMML 原生数学格式） - 若缺失，提示安装 pandoc（`winget install pandoc` 或官网下载），并提醒其为系统级安装、非 pip 可装 - 示意图/流程图/架构图：使用 `mathmodel-diagram` 技能（matplotlib 渲染，无需额外系统依赖） **输出**：环境状态报告（哪些可用、哪些已自动安装、哪些需用户手动处理） ### 阶段一：赛题分析与背景调研 **不输出给用户**，仅作为建模依据： 1. **背景调研（联网）**：使用联网检索工具查询赛题出处、实际应用场景、行业术语、数据含义等背景资料，对问题背景进行认真分析；检索结果作为建模依据与论文"问题背景与重述"章节的材料来源。 2. **问题本质**：核心问题是什么？属于哪类问题（优化/预测/评价/分类/微分方程）？ 3. **已知条件**：可用数据、约束条件（资源/时间/物理） …
Read the whole file at its exact version.
How to install
mdr add escap1ng/mathmodel-studio/mathmodel-core@sha256:2c1748bb766b8c3eThe line at the top of this page pins the label git:20261031.0bf2310, 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_obw5r3azzdan3kwc)
0 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Oct 20, 2026 and Oct 31, 2026, about one every 11 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261031.0bf2310 latest | 2026-10-31 | 0bf2310 | 20,678 B | A | view · diff |
| git:20261020.484a187 | 2026-10-20 | 484a187 | 19,387 B | A | view |
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 (20678 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_obw5r3azzdan3kwc GET https://markdownregistry.com/api/v1/resolve?ref=escap1ng/mathmodel-studio/mathmodel-core GET https://markdownregistry.com/api/v1/blob/2c1748bb766b8c3ed7631fd9914558efc222cdaa26be2e5d95a6060dc17087d8
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.