DSH Plugins技能

math-modeling-skill

XiaoMaColtAI/math-modeling-skill

math-modeling-skill is a tool for DeepSeek Harness. Mathematical modeling skill - a three-stage workflow for CUMCM, MCM/ICM and other modeling competitions: modeling analysis, Python/MATLAB programming and DOCX paper generation. Includes a rich algorithm resource library (optimization/prediction/evaluation/graph theory/machine learning, etc.), role guidance docs, paper templates and utility scripts

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XiaoMaColtAI/math-modeling-skill Screenshot preview

Stars: 1.5k
Forks: 76
Issues: 3
Update: 4 days

REVIEW SCORECARD

评测成绩单

7.7/10Average

detail.dimSecurity6.0

detail.dimQuality8.7

detail.dimContent8.0

detail.dimDeps7.0

detail.dimMaintenance9.0

✓ 无Risky检出 · 自动化扫描结果仅供参考，非官方背书

AI DEEP REVIEW

AI 深度评测

8.0/10Recommended

Well-documented, actively maintained math-modeling skill with staged workflow, rich algorithm library, and clear install

Code quality8

README documents structured three-phase workflow, gate checks, dynamic dependency scripts (check_env.py, check_matlab_env), and reproducible-run manifests, though no tests or CI are shown.

Security7

Install is via git clone or npx skills add from a public GitHub repo with no download-and-execute payloads or plaintext secrets visible, but no license is declared and the AnySearch API key handling is only described at a high level.

Utility9

Addresses a real, common pain point for CUMCM/MCM-ICM competitors by automating modeling analysis, Python/MATLAB implementation, and DOCX/LaTeX paper generation with figure and citation tooling.

Maintenance8

Last updated 2026-09-11 with version 1.3.0 and an active changelog-style README, and the repo is not archived, indicating ongoing development.

Docs8

README provides install commands, usage examples for full and single-phase runs, a directory convention tree, tool tables, and links to role/tool SKILL.md files, though the excerpt is truncated mid-algorithm section.

Generated by AI after reading the project README, as a decision aid; neutral scores are given when information is thin. Not an official endorsement.

PROJECT README项目说明展开Collapse

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INSTALL REFERENCE

安装参考

待结构检查

npx skills add https://github.com/xiaomacoltai/math-modeling-skill --skill math-modeling

This command comes from an explicit install reference in the README and is provided for reference only — it is never auto-executed by a DSH host.

PROJECT TOPICS

项目标签

claude-code claude-skills codex codex-skill cumcm deepseek-harness math-modeling mcm-icm skills vibe-coding

VALIDATION LADDER

验证进度

待结构检查

01市场发现Passed

02归类识别Passed

03结构检查Pending

04实机验证Pending

FAQ

Frequently Asked Questions

What is math-modeling-skill used for?

Mathematical modeling skill - a three-stage workflow for CUMCM, MCM/ICM and other modeling competitions: modeling analysis, Python/MATLAB programming and DOCX paper generation. Includes a rich algorithm resource library

How popular is math-modeling-skill?

math-modeling-skill has 1,501 stars and 76 forks on GitHub, last updated 2026-09-11.

Is math-modeling-skill compatible with DeepSeek Harness?

math-modeling-skill is listed in the DSH Universe directory as a tool for DeepSeek Harness. This plugin is listed in the DSH Universe directory and covered by its validation pipeline.

CLASSIFICATION EVIDENCE

/10类依据

项目类型技能

功能/10类DSH Plugins

规则置信度High

System reads GitHub Topics first, then compares against the in-site category dictionary and word-root rules. Current match:claude-skills、codex-skill、skills。