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Updated 1mo ago

by RealSeaberry

AutoMCM-Pro

全栈式自动数学建模竞赛Skill，支持 Claude Code / Codex / opencode / DeepSeek Harness。AI 担任 Autopilot，人类担任 Copilot；国赛/美赛通用，GitOps 流水线 + 强制代码自证，可选 addons 模块。

  • Multi-agent — Targets three or more agents
Works with
  • Claude
  • Codex
  • Copilot
  • OpenCode
View on GitHub (opens in a new tab)

259 GitHub stars (259)

Stars gained per day · daily snapshots since Sep 30
Stars gained per day, Sep 30 to Oct 16: −1 in total; the busiest day was Oct 11 with +1 stars.Oct 1: 0 starsOct 2: 0 starsOct 3: −1 starsOct 4: −1 starsOct 5: 0 starsOct 6: 0 starsOct 7: 0 starsOct 8: −1 starsOct 9: 0 starsOct 10: 0 starsOct 11: +1 starsOct 12: 0 starsOct 13: +1 starsOct 14: 0 starsOct 15: 0 starsOct 16: 0 stars
Stars gained between daily snapshots
PeriodNew stars
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  • 4 skills (4 skills found in its SKILL.md files)
  • 15 forks (15 forks)
  • 1mo ago last update (Last updated 1mo ago)

Install

Skills CLI

npx skills add RealSeaberry/AutoMCM-Pro

Asks which skills and agents to install. Just one: npx skills add RealSeaberry/AutoMCM-Pro --skill auto-mcm — add -g for every project.

Claude Code

git clone https://github.com/RealSeaberry/AutoMCM-Procp -r "AutoMCM-Pro/.agents/skills/auto-mcm" ~/.claude/skills/

Copies the auto-mcm skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.

Plugin

/plugin marketplace add RealSeaberry/AutoMCM-Pro

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

  • auto-mcm

    AutoMCM-Pro industrial-grade math modeling agent (Codex CLI binding). Supports AP (AI-led) and Manual (human-spec-led) dual modes with mandatory GitOps checkpoints, forced self-verification of all solver code before LaTeX inclusion, and structured human cross-validation at each pipeline stage. Use for both CUMCM (Chinese) and MCM/ICM (English) competitions.

    .agents/skills/auto-mcm/SKILL.md on GitHub (opens in a new tab)

  • cumcm-master

    Full-stack autonomous math modeling agent for CUMCM (全国大学生数学建模竞赛). Reads the problem statement and data, iterates through research → coding → verification → LaTeX writing, and produces a publication-quality PDF paper. Use when the user provides a CUMCM problem and wants end-to-end automated modeling, coding, and paper generation.

    .claude/skills/cumcm-master/SKILL.md on GitHub (opens in a new tab)

  • draw-image

    Generate diagrams, flowcharts, and conceptual illustrations using OpenAI gpt-image-2 (default) or gpt-image-1. Use for: algorithm/code flow diagrams, system architecture sketches, conceptual illustrations, and any figure that does NOT represent actual code execution output (data plots, model results, etc. must still be generated by running Python code). Requires OPENAI_API_KEY and OpenAI organiza…

    .claude/skills/draw-image/SKILL.md on GitHub (opens in a new tab)

  • mcm-master

    Full-stack autonomous math modeling agent for MCM/ICM (美国大学生数学建模竞赛). Handles team control number, problem choice (A–F), English academic writing, mcmthesis LaTeX template, and optional practical deliverable (memo/letter/report). Use when the user provides an MCM/ICM problem and wants end-to-end automated modeling, coding, and paper generation in English.

    .claude/skills/mcm-master/SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.