Repository
RealSeaberry/AutoMCM-Pro agent skills
- skills
- 7
- GitHub stars
- 258
GitHub description: “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。”
- Stars
- 258 (17 forks)
- Licence
- MIT
- Last push
- Sep 2026
- Created
- Mar 2026
Install all skills
npx skills add RealSeaberry/AutoMCM-ProAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in RealSeaberry/AutoMCM-Pro, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Runs a math modeling contest pipeline for CUMCM and MCM/ICM entries in Codex CLI, with git checkpoints, verified solver code and human review at each stage. | RealSeaberry/ | 258 | — | ~1.6k | Automated safety check: Pass | MIT | 26 days ago |
| 2 | Runs a staged workflow for math modeling contests such as CUMCM and MCM/ICM, with checkpoints, verified solver code and a LaTeX paper, on DeepSeek Harness. | RealSeaberry/ | 258 | — | ~2.3k | Automated safety check: Pass | MIT | 26 days ago |
| 3 | The opencode binding of the AutoMCM-Pro math modeling pipeline for CUMCM and MCM/ICM contests, with tool mappings, install prompts and checkpointed runs. | RealSeaberry/ | 258 | — | ~1.2k | Automated safety check: Pass | MIT | 26 days ago |
| 4 | Drives an end-to-end workflow for the CUMCM math modeling contest: reads the problem and data, researches, codes and verifies models, then writes a LaTeX paper and PDF. | RealSeaberry/ | 258 | — | ~1.6k | Automated safety check: Pass | MIT | 26 days ago |
| 5 | Generates diagrams, flowcharts and conceptual illustrations with OpenAI's gpt-image models, while leaving data plots and result figures to real plotting code. | RealSeaberry/ | 258 | — | ~1.9k | Automated safety check: Notes | MIT | 26 days ago |
| 6 | Runs an MCM/ICM math modeling competition end to end: collects contest metadata, builds and verifies models and code, then generates an English LaTeX paper and any required memo. | RealSeaberry/ | 258 | — | ~2.8k | Automated safety check: Pass | MIT | 26 days ago |
| 7 | Runs a math modeling competition entry end to end, in AI-led or human-led mode, with Git checkpoints and self-verified solver code before it enters the LaTeX paper. | RealSeaberry/ | 258 | — | ~8.5k | Automated safety check: Pass | MIT | 26 days ago |
Questions, answered from the data.
What is the best skill in RealSeaberry/AutoMCM-Pro?
AutoMCM-Pro for Codex CLI from RealSeaberry/AutoMCM-Pro ranks first of the 7 skills in RealSeaberry/AutoMCM-Pro listed here, with the highest score: its repository has 258 GitHub stars, its SKILL.md loads about 1.6k tokens and it passes the automated safety check with no findings. Next come AutoMCM Math Modeling Agent and AutoMCM-Pro for opencode.
Are the skills in RealSeaberry/AutoMCM-Pro official?
None yet. All 7 skills in RealSeaberry/AutoMCM-Pro listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from RealSeaberry/AutoMCM-Pro?
Run npx skills add RealSeaberry/AutoMCM-Pro in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.