MathModelAgent

MathModelAgent takes a mathematical modeling contest problem and works through analysis, model selection, code, plots and a typeset paper with almost no manual steps. The project has been rebuilt as a set of skills that run inside harnesses such as Claude Code and Codex: a single /1start-mathmodel command chains the stages, 17 Typst templates cover contests like the CUMCM, Huashu Cup, Huawei Cup and MCM/ICM, and a built-in knowledge base holds modeling conventions, a model-selection decision tree (AHP, TOPSIS, ARIMA, GA and others) and grading criteria. A nine-step acceptance pass checks for text leakage and numeric consistency, compiles the Typst source and visually inspects the PDF, all in service of the maintainer's stated goal of compressing a three-day contest into about an hour.

For people who do not want to set up an environment, there is a desktop build with Claude Code and the skills bundled in; the macOS package is Developer ID signed and notarized, while the Windows installer is not yet signed. The author describes the project as an experimental demo that is still being iterated.