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Modeler Role (建模手) for Math Modeling

A role skill that analyzes a math-modeling problem, designs models and algorithms, and produces a problem-analysis report plus a symbol/terminology table.

EducationAdvanced★ 815⑂ 51AI score 6/10Last updated: Aug 22, 2026

What it does

This is the "modeler" role in a multi-agent math-modeling pipeline (think MCM/ICM or China's CUMCM contests).

  • Reads the problem statement and all attachments, then lists objectives, constraints, data fields, and required outputs
  • Runs data-driven checks for missing values, outliers, units/dimensions, and temporal/spatial coverage
  • Picks at most two independent model families per sub-problem, documenting model, algorithm, formulas, parameters, I/O, validation plan, and risks
  • Uses a paper-search tool for theoretical grounding with traceable citations
  • Writes exactly two deliverables (题目分析报告.md, 术语表格.md) and must pass an independent M1 QA subagent before coding starts

Who it's for

  • Math-modeling competition teams, advisors, and study groups
  • Applied math / OR practitioners who want standardized modeling documents
  • Users comfortable with Chinese-language instructions and deliverables

Example uses

  1. Hand it a contest PDF plus CSV data and get an analysis report proposing two candidate model families per sub-question
  2. Turn a messy draft of symbols and units into a consistent terminology table cross-checked against the formulas
  3. When the coding role reports a model is infeasible, it revises only the two existing deliverables based on the actual errors and data evidence

· · · Install guide · · ·

Try it now, no install

Paste this into Claude to use the skill without installing anything.

Read the instructions in this file and follow them to help me:
https://raw.githubusercontent.com/XiaoMaColtAI/math-modeling-skill/HEAD/dsh-plugin/math-modeling-agent/skills/math-modeling/references/roles/建模手/SKILL.md

What I want: (describe your task here)

If Claude can't open the link, open it yourself and paste the contents instead.

↓ If it works for you, download the ZIP below and install it. Then it runs on its own — no pasting each time.

Install in the Claude app (no terminal)
  1. Download the ZIP with the button below.
  2. In Claude, open Settings → Capabilities and turn on 'Code execution and file creation'. (one time)
  3. Go to Customize → Skills → + → 'Upload a skill' and upload the ZIP.
↓ Download ZIP
Install in Claude Code

Let Claude do it — paste this into Claude Code

Install the skill I found on Claude Skill Mart.
Copy the dsh-plugin/math-modeling-agent/skills/math-modeling/references/roles/建模手 folder from the GitHub repo XiaoMaColtAI/math-modeling-skill into my ~/.claude/skills/skill/.
When it's done, tell me in one line what this skill can do.

Install with a command instead

git clone https://github.com/XiaoMaColtAI/math-modeling-skill.git && mkdir -p ~/.claude/skills && cp -r math-modeling-skill/dsh-plugin/math-modeling-agent/skills/math-modeling ~/.claude/skills/

⚠ This is a third-party skill. Check the source repository before installing.

  1. Open a terminal.
  2. Clone the repository: git clone https://github.com/XiaoMaColtAI/math-modeling-skill.git
  3. Create the skills directory: mkdir -p ~/.claude/skills
  4. Copy the whole parent skill folder (the role file depends on many sibling/parent reference files): cp -r math-modeling-skill/dsh-plugin/math-modeling-agent/skills/math-modeling ~/.claude/skills/
  5. Restart Claude Code and verify the skill is listed.
  6. Run Claude Code inside your project folder and ask it to act as the 建模手 role for your problem; the two deliverables will be written into that project folder.
View source on GitHub ↗