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DSH PluginsSkill
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
- Stars
- 1.5k
- Forks
- 76
- Issues
- 3
- Update
- 49 days
REVIEW SCORECARD
Review Scorecard
7.4/10Average
License compliance6.0
Engineering quality8.7
Content completeness8.0
Repository scale7.0
Maintenance activity8.0
✓ No risk detected · Automated scan results are for reference only, not an official endorsement
AI DEEP REVIEW
Worth AI Review
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.
Documentation8
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 — a decision aid, not an endorsement. Neutral scores are given when information is limited.
PROJECT READMEREADMEExpandCollapse
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Open repositoryINSTALL REFERENCE
Install reference
npx skills add https://github.com/xiaomacoltai/math-modeling-skill --skill math-modelingThis command was extracted from an explicit README install reference and is display-only; the DSH host will not execute it automatically.
PROJECT TOPICS
Project topics
VALIDATION LADDER
Validation progress
01Store discoveryPassed
02ClassificationPassed
03Structure checkPending
04Sandbox validationPending
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
Classification evidence
Project typeSkill
Feature categoryDSH Plugins
Rule confidenceHigh
The system checks GitHub Topics against the site taxonomy and keyword rules. Current matches:claude-skills、codex-skill、skills。
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