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Paper Writer (Math Modeling)

Turns a contest problem, modeling analysis and real code results into a complete, validated Word (optionally LaTeX) math-modeling paper.

Docs & OfficeAdvanced★ 1,857⑂ 100AI score 9/10Last updated: Oct 11, 2026

What it does

  • Takes the problem statement, modeling analysis report, real result tables and generated figures and writes a complete contest paper following the official structure.
  • Produces 完整论文.docx by default; only on explicit request does it also build a LaTeX source project plus a genuinely compiled PDF.
  • Enforces an input gate before writing, a Claim–Evidence map per sub-problem, at least 8 formal figures with captions and in-text references, a symbol table and an appendix plan.
  • Runs deterministic validation commands in order (paper_format.py validate, office/validate.py, latex_paper.py doctor/build/validate) and scrubs leftover Markdown artifacts (**, backticks, $, placeholders).
  • Blocks internal process jargon (gate codes, checkpoints, hashes) from leaking into the deliverable.

Who it's for

  • CUMCM / MCM-ICM teams that must match official submission rules exactly.
  • Modelers and coders who have results but lose hours to formatting, figure numbering, citation verification and page limits.
  • Research groups wanting a reproducible LaTeX build chain based on official templates.

Examples

  1. "Write the CUMCM Word paper from this analysis report and result tables" → input check, drafting, DOCX export, then a report of page count, figure/table counts and command exit codes.
  2. "I also need the LaTeX version" → template init via latex_paper.py init, source filling, real XeLaTeX compile, then checks for image DPI, font embedding and appendix boundaries.
  3. "Convert it to an English MCM paper" → loads the Englishization workflow and restructures abstract/conclusions for international judging criteria.

· · · 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/论文手/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/论文手 folder from the GitHub repo XiaoMaColtAI/math-modeling-skill into my ~/.claude/skills/xiaomacoltai-skill-2/.
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. Clone the repo: git clone https://github.com/XiaoMaColtAI/math-modeling-skill.git.
  2. Create the skills folder: mkdir -p ~/.claude/skills.
  3. Don't install this role file alone — copy the whole parent skill: cp -r math-modeling-skill/dsh-plugin/math-modeling-agent/skills/math-modeling ~/.claude/skills/ (the tools/ and references/ subfolders are required).
  4. Install prerequisites: Python 3 plus script dependencies (e.g. python-docx), TeX Live (XeLaTeX) for the LaTeX branch, and Pandoc if Word conversion is needed.
  5. Restart Claude Code and confirm the math-modeling skill is listed.
  6. In your project folder, place the problem statement, 题目分析报告.md, real result tables and figures, then ask Claude to "start writing the paper".
  7. For LaTeX output, first run python <skill-path>/tools/latex/scripts/latex_paper.py doctor to verify the toolchain.
View source on GitHub ↗