Evidence-driven mathematical modeling contest workflow for CUMCM, MCM/ICM, HiMCM, Huawei Cup, and similar events. Use it to decompose a problem, choose and validate model routes, run reproducible Python/AMPL experiments, freeze results, write LaTeX or Typst…
Evidence-driven mathematical modeling contest workflow for Claude Code: decompose a problem, select baseline/primary/fallback model routes, validate PoCs, run reproducible Python/AMPL experiments, freeze results, write LaTeX or Typst papers, render, and audit…
Iterate an existing paper or report from concrete review feedback: audit claims and source data, redesign figures, tighten layout, synchronize numbers, render, and verify the final document in place. Use for paper/figure revision packages, chart upgrades, and…