Mathmodel Copilot

MathModel Copilot, an evidence-based mathematical-modeling competition workflow built on mathmodel-skill. Use for CUMCM, MCM/ICM, Diangong or custom modeling contests, including requirements, per-question modeling, actual Python runs, independent validation, paper assembly, team handoff and submission audit. Preserves ten stages and Critic/Red Team. Do not trigger for unrelated data analysis or ordinary paper review. Maintenance requests modify the skill rather than start a contest.

60 starsAI, LLMs & Agents

Install

skills CLI (Claude Code, Cursor, Codex and more)

npx skills add Odyphus/MathModel-Copilot --skill mathmodel-copilot

Manual install

git clone --depth 1 https://github.com/Odyphus/MathModel-Copilot.git /tmp/MathModel-Copilot
mkdir -p ~/.claude/skills
cp -r /tmp/MathModel-Copilot/. ~/.claude/skills/mathmodel-copilot

Personal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.

From the SKILL.md

# MathModel Copilot (v0.3) · Preview

本次安装的版本、Python 分发版本和发布状态以 [RELEASE_METADATA.json](RELEASE_METADATA.json) 为准；不要从旧介绍或下载文件名推断当前版本。兼容既有权威状态 schema 4.0，新增表格解释使用独立 schema 1.0。主名 mathmodel-copilot，旧 mathmodel-skill 只作显式可选兼容入口。含数字的章节按 [来源与结构协议](docs/SECTION_V012.md) 登记，舍入展示使用 [明确精度合同](docs/DISPLAY_V012.md)，最终装配按 [论文来源回读协议](docs/PAPER_CHAIN_V012.md) 核验；DOCX 符号、字段及未知内容按 [行内支持边界](docs/DOCX_INLINE_V013.md) 明确处理或拒绝。

基于 mathmodel-skill v6.2.0，保留 Stage 0–9、按子问循环、Competition Pack、Critic/Red Team、初始化、状态查看和论文装配。用版本化需求、任务与实际证据驱动完成状态；Stage 只导航，评分只建议。

## 首先执行

本次若是开发、审计或维护本 Skill，处理项目代码，不启动比赛问答。

比赛工作先读取 [统一执行协议](references/copilot_runtime.md)。这是所有旧阶段文档中“更新 state”的唯一解释：程序写入统一走 Store 事务，禁止直接重写 decision_log.json，禁止另用原 .cumcm 状态写入器。

- `<skill>` 为此目录；`<project>` 为参赛/练习工作区。文件路径与 state 均相对于对应 project。
- `python <skill>/scripts/copilot.py --workspace <project> init --competition <cumcm|mcm|diangong|generic>` 创建或续接，已有状态不覆盖。
- 已有旧 v3.1 项目先 `migrate --expected-revision 0`；保留原字节备份，旧 pass 仅为旧评审。
- 开始/换会话先 `status` 和 `context --role <modeler|coder|writer> --member <成员>`，核对共同事实、累计变化、任务和阻断项；同时按 [个人复盘与续接协议](references/experience_runtime.md) 读取 `experience settings/resume`，应用已授权偏好及少量适用经验。旧复盘不能覆盖当前事实。
- 要求版本参数的权威状态变更命令带刚读取的 `--expected-revision`。`init` 和 `context/report` 的文件导出按各自接口执行，不添加不存在的版本参数；普通文件写入不等于修改权威状态。冲突后重新读状态并合并判断，不能强制覆盖。
- `host` 实测宿主能力；未实测的 Word、MATLAB、网络服务和并行 Agent 为 unknown。

## 沟通与自治

Read the full skill on GitHub

Details

Skill name: mathmodel-copilot
Repository: Odyphus/MathModel-Copilot
License: MIT
Repo updated: 10 October 2026

FAQ

What does the Mathmodel Copilot skill do?

How do I install the Mathmodel Copilot skill?

skills CLI (Claude Code, Cursor, Codex and more): npx skills add Odyphus/MathModel-Copilot --skill mathmodel-copilot. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.

Is Mathmodel Copilot popular?

It lives in Odyphus/MathModel-Copilot, which has 60 GitHub stars and 0 forks.

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