建模手 SKILL.md skillA

This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.

建模手 from xiaomacoltai/math-modeling-skill is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add xiaomacoltai/math-modeling-skill/建模手@git:20260914.9a4fece

Pins git:20260914.9a4fece in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
xiaomacoltai/math-modeling-skill
Path
dsh-plugin/math-modeling-agent/skills/math-modeling/references/roles/建模手/SKILL.md
Versions recorded
3
Latest version
git:20260914.9a4fece, committed Sep 14, 2026
First version recorded
Aug 15, 2026
Size
2,805 bytes
Repository stars
1,886
License
none declared

数学建模的题目理解、模型选择和算法设计阶段。输出题目分析报告与术语表格。.

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

# 建模手

## 路径

- `ROLE_ROOT`:本文件所在目录。
- `SKILL_ROOT`:`ROLE_ROOT/../../..`,只读。
- `PROJECT_ROOT`:用户项目目录,所有产物只写这里。

## 固定产物

1. `PROJECT_ROOT/题目分析报告.md`
2. `PROJECT_ROOT/术语表格.md`

只使用上述两个文件;合同内容作为分析报告的一部分。

## 执行顺序

1. 读取题目与全部附件,建立问题、目标、约束、数据字段和输出要求清单。
2. 数据驱动地检查缺失、异常、量纲、时间与空间范围。
3. 在理解题目后写出每个子问题应回答的结论类型,再评估候选模型。
4. 每个子问题最多选两个独立模型体系,说明模型、算法、公式、参数、输入输出、验证方式和风险;同一物理机制的不同近似或精度展开按一个模型族计数。
5. 使用 `../../../tools/paper_search/SKILL.md` 搜索理论依据;引用必须可追溯。
6. 写入两个固定产物并按 `references/质检清单.md` 完成作者自检。
7. 立即派发未参与编写的质检 Subagent 执行 `M1` 建模终检;未返回 `PASS` 不得进入编程阶段或宣称建模交付完成。

## 独立验收

`M1` 的输入包括题目与附件、`题目分析报告.md`、`术语表格.md`、文献来源和作者自检结果。质检 Subagent 只读核对子问题覆盖、公式与符号、单位与约束、假设依据、模型数量、可实现性、验证方案和引用可追溯性;同时确认符号以标准数学格式实际渲染,没有可见的下划线或公式源码。按 `../../../references/Subagent调度.md` 返回证据回执。失败时由建模手修正两个既有产物,再复验 `M1`。

## 何时加载

| 情形 | 读取 |
|---|---|
| 开始分析 | `references/工作流程.md` |
| 写分析报告前确定合同 | `references/前置合同.md` |
| 设计模型组合 | `references/建模设计理论.md` |
| 需要常见问题模式 | `references/常见模式.md` |
| 需要具体算法 | `../../../references/算法索引.md`,再读取匹配的 `../../../assets/*.md` |
| 交付前 | `references/质检清单.md` |
| 独立验收 | `../../../references/Subagent调度.md` |

## 选择原则

- 模型必须覆盖题目约束、数据特征和评价目标。
- 避免直接套用常见简单模型;优先寻找与题目结构紧密相关、可验证且可实现的改进。
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add xiaomacoltai/math-modeling-skill/建模手@sha256:2c691b4d22d1f304

The line at the top of this page pins the label git:20260914.9a4fece, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_4pckzazeeoesf7yw.svg)](https://markdownregistry.com/a/art_4pckzazeeoesf7yw)

5 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 3 versions of this file, between Aug 15, 2026 and Sep 14, 2026, about one every 15 days.

versioncommittedcommitsizeaudit
git:20260914.9a4fece latest2026-09-14 9a4fece 2,805 BA view · diff
git:20260914.b5dd4c42026-09-14 b5dd4c4 2,817 BA view · diff
git:20260815.5bb94192026-08-15 5bb9419 2,709 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (2805 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

GitHub

xiaomacoltai/math-modeling-skill · 1,886 stars · license none declared · pushed 2026-10-22 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_4pckzazeeoesf7yw
GET https://markdownregistry.com/api/v1/resolve?ref=xiaomacoltai/math-modeling-skill/建模手
GET https://markdownregistry.com/api/v1/blob/2c691b4d22d1f304961f14e8bb3ae5df9aeafbe9a0512ffc1ba48ade7e34846b

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.

More from xiaomacoltai/math-modeling-skill

math-modeling SKILL.md skill
xiaomacoltai/math-modeling-skill · SKILL.md · 当用户要求数学建模、建模竞赛、建模分析、代码求解、结果可视化或生成数学建模论文时使用。支持完整三阶段流程、单独执行任一角色,以及在关键节点使用独立 Subagent 进行阶段内质检;默认只启用质检 Subagent,用户可明确选择额外协作。
git:20260914.4c1f692 · audit A · 1,886 stars
math-modeling SKILL.md skill
xiaomacoltai/math-modeling-skill · dsh-plugin/math-modeling-agent/skills/math-modeling/SKILL.md · 当用户要求数学建模、建模竞赛、建模分析、代码求解、结果可视化或生成数学建模论文时使用。支持完整三阶段流程、单独执行任一角色,以及在关键节点使用独立 Subagent 进行阶段内质检;默认只启用质检 Subagent,用户可明确选择额外协作。
git:20260914.4c1f692 · audit A · 1,886 stars
编程手 SKILL.md skill
xiaomacoltai/math-modeling-skill · dsh-plugin/math-modeling-agent/skills/math-modeling/references/roles/编程手/SKILL.md · 数学建模的 Python 或 MATLAB 实现、运行、表格输出、可视化和复现阶段。
git:20260914.4c1f692 · audit A · 1,886 stars
论文手 SKILL.md skill
xiaomacoltai/math-modeling-skill · dsh-plugin/math-modeling-agent/skills/math-modeling/references/roles/论文手/SKILL.md · 根据题目、建模分析和真实代码结果生成完整 Word 数学建模论文,用户显式要求时同时生成 LaTeX 论文。
git:20260914.722996b · audit A · 1,886 stars
DOCX工具 SKILL.md skill
xiaomacoltai/math-modeling-skill · dsh-plugin/math-modeling-agent/skills/math-modeling/tools/docx/SKILL.md · 创建、编辑、校验和转换 Word DOCX,支持把完整 LaTeX 论文转换为 DOCX,以及数学建模论文模板、原生公式、三线表、修订和批注。
git:20260815.5bb9419 · audit A · 1,886 stars
科研可视化工具 SKILL.md skill
xiaomacoltai/math-modeling-skill · dsh-plugin/math-modeling-agent/skills/math-modeling/tools/figure/SKILL.md · 从数据剖析到出版级成图的完整可视化工具。先做数据剖析(列类型/样本量/分布/异常值/分组结构/相关性), 再结合论证目标推荐图型,主动拦截科研画图经典错误,产出 Nature / Science / IEEE / Elsevier /…
git:20260914.733aeb5 · audit A · 1,886 stars
LaTeX工具 SKILL.md skill
xiaomacoltai/math-modeling-skill · dsh-plugin/math-modeling-agent/skills/math-modeling/tools/latex/SKILL.md · 从官方或内置模板创建、编译和校验数学建模 LaTeX 论文项目,并可配合 DOCX 工具把完整 LaTeX 论文转换为 Word。
git:20260815.5bb9419 · audit A · 1,886 stars
双引擎论文搜索 SKILL.md skill
xiaomacoltai/math-modeling-skill · dsh-plugin/math-modeling-agent/skills/math-modeling/tools/paper_search/SKILL.md · 使用 OpenAlex 与 AnySearch 两个真实数据源并行搜索、交叉匹配和输出可追溯论文元数据。
git:20260815.5bb9419 · audit A · 1,886 stars
pdf SKILL.md skill
xiaomacoltai/math-modeling-skill · dsh-plugin/math-modeling-agent/skills/math-modeling/tools/pdf/SKILL.md · Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables…
git:20260815.5bb9419 · audit A · 1,886 stars
Excel工具 SKILL.md skill
xiaomacoltai/math-modeling-skill · dsh-plugin/math-modeling-agent/skills/math-modeling/tools/xlsx/SKILL.md · 读取、创建、修改和验证 XLSX,支持模板保留、公式重算和错误检查。
git:20260815.5bb9419 · audit A · 1,886 stars
建模手 SKILL.md skill
xiaomacoltai/math-modeling-skill · references/roles/建模手/SKILL.md · 数学建模的题目理解、模型选择和算法设计阶段。输出题目分析报告与术语表格。
git:20260914.9a4fece · audit A · 1,886 stars
编程手 SKILL.md skill
xiaomacoltai/math-modeling-skill · references/roles/编程手/SKILL.md · 数学建模的 Python 或 MATLAB 实现、运行、表格输出、可视化和复现阶段。
git:20260914.4c1f692 · audit A · 1,886 stars

Every file in xiaomacoltai/math-modeling-skill

Other files named 建模手

建模手 SKILL.md skill
xiaomacoltai/math-modeling-skill · references/roles/建模手/SKILL.md · 数学建模的题目理解、模型选择和算法设计阶段。输出题目分析报告与术语表格。
git:20260914.9a4fece · audit A · 1,886 stars
建模手 SKILL.md skill
orinvoss/dsh-math-team · presets/model-code/skills/math-model-code/references/roles-建模手/SKILL.md · 数学建模的题目理解、模型选择和算法设计阶段。输出题目分析报告与术语表格。
git:20260906.87940c2 · audit A · 7 stars

Browse by kind, by grade A, or by owner.