Math Modeling Paper
CUMCM/MCM-ICM math modeling papers: structure, abstract, self-audit
Test report
- Verdict
- Tested · Works
- Score
- Tested
- Jul 16, 2026
- Environment
- Claude Code 2.x (agent harness)
- Upstream re-checked
- Aug 10, 2026 · 2966bc2
Gave the same task to both runs: write an abstract (摘要) for a CUMCM paper on bicycle rental optimization, with all numbers provided directly in the prompt (MAE=3.12, R²=0.912, 1842→1276 km, −30.7%, deficit 14.6%→4.3%). Baseline run without skill produced zero out of thirteen possible numbers — a pure retelling of methods ('significantly improved', 'good accuracy'), 0 out of 3 subtasks with quantitative results, no keywords, 7 empty evaluative phrases. Skill run: 13 numbers, 3 out of 3 subtasks with specifics, 6 keywords, a model verification paragraph with numbers (±20% → fluctuation ≤5.8%), 0 empty phrases — meaning '红线1: 每问必有一数' actually works. Measured by script according to the skill's own rules: skill text length 447 characters, slightly below the stated 500–800 window, so the lower bound was not automatically met. All 11 reference files referenced by the body exist.
Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works
- Installs cleanly 5/5
- Triggers reliably 5/5
- Output vs. baseline 9/10
- Docs & honesty 4/5
What Math Modeling Paper does
Guides through the entire cycle of writing a competitive mathematical modeling paper for CUMCM and MCM/ICM, covering chapter structure, abstract with numerical results, model verification, literature formatting, and a four-round self-audit. Triggers on requests for writing, editing, or reviewing any part of a math modeling paper.
How to install Math Modeling Paper
git clone https://github.com/Lupynow/math-modeling-skills.git
mkdir -p ~/.claude/skills
cp -r math-modeling-skills/skills/math-modeling-paper ~/.claude/skills/math-modeling-paper
Skills live in ~/.claude/skills/ (global) or .claude/skills/
(per-project). Restart Claude Code after installing.
Commands — how to trigger Math Modeling Paper
-
/math-modeling-paperCUMCM/MCM-ICM math modeling papers: structure, abstract, self-audit
It also activates on plain-language prompts like these:
-
Help me write the abstract for my CUMCM paper with all the numeric results -
Review my math modeling paper's model validation section before submission -
I need to structure my MCM-ICM report chapters with a proper self-audit
Frequently asked questions
- Is the Math Modeling Paper skill free?
- Yes. The skill itself is free from Lupynow/math-modeling-skills. SkillProof publishes the install command and an independent test verdict at no cost.
- Does Math Modeling Paper work with Claude Code?
- We tested it with Claude Code 2.x (agent harness) on Jul 16, 2026. Verdict: Tested · Works. Gave the same task to both runs: write an abstract (摘要) for a CUMCM paper on bicycle rental optimization, with all numbers provided directly in the prompt (MAE=3.12, R²=0.912, 1842→1276 km, −30.7%, deficit 14.6%→4.3%). Baseline run without skill produced zero out of thirteen possible numbers — a pure retelling of methods ('significantly improved', 'good accuracy'), 0 out of 3 subtasks with quantitative results, no keywords, 7 empty evaluative phrases. Skill run: 13 numbers, 3 out of 3 subtasks with specifics, 6 keywords, a model verification paragraph with numbers (±20% → fluctuation ≤5.8%), 0 empty phrases — meaning '红线1: 每问必有一数' actually works. Measured by script according to the skill's own rules: skill text length 447 characters, slightly below the stated 500–800 window, so the lower bound was not automatically met. All 11 reference files referenced by the body exist.
- What is the Math Modeling Paper SkillProof Score?
- 9.2/10 — installs cleanly 5/5, triggers reliably 5/5, output vs. baseline 9/10, docs & honesty 4/5.
- How do I install Math Modeling Paper?
- Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
- Can I use Math Modeling Paper with Cursor, Copilot, Gemini CLI, Codex or other AI tools?
- The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.