{
 "schema_version": 1,
 "generated": "2026-10-20",
 "repo": "Lucasuiii/modeling-workbench",
 "name": "modeling-workbench",
 "owner": "Lucasuiii",
 "slug": "lucasuiii-modeling-workbench",
 "github": "https://github.com/Lucasuiii/modeling-workbench",
 "what": "A Codex and Claude Code workflow that guides math modeling contest work from official problem files to a checked, bilingual LaTeX and PDF paper, with evidence records for each step.",
 "why": "",
 "language": "Python",
 "requirements": [
  "Python 3.10 or newer with the Python dependencies the README lists",
  "A MATLAB or Python calculation backend",
  "XeLaTeX and a PDF rendering tool, needed before the paper stage",
  "Official contest problem files, attachments and submission rules in one folder",
  "Codex or Claude Code with access to the local tool folder"
 ],
 "audience_note": "Built for students and teams in China's CUMCM and similar math modeling contests who use Codex or Claude Code.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Research",
 "url": "https://dedupedai.com/use-cases/lucasuiii-modeling-workbench/",
 "use_case_count": 4,
 "use_cases": [
  {
   "id": "lucasuiii-modeling-workbench--check-modeling-environment",
   "title": "Check which modeling stages this machine can run",
   "best": true,
   "url": "https://dedupedai.com/use-cases/lucasuiii-modeling-workbench/check-modeling-environment/",
   "json": "https://dedupedai.com/use-cases/u/lucasuiii-modeling-workbench/check-modeling-environment.json"
  },
  {
   "id": "lucasuiii-modeling-workbench--start-contest-project-from-official-files",
   "title": "Start a contest project from official problem files",
   "best": false,
   "url": "https://dedupedai.com/use-cases/lucasuiii-modeling-workbench/start-contest-project-from-official-files/",
   "json": "https://dedupedai.com/use-cases/u/lucasuiii-modeling-workbench/start-contest-project-from-official-files.json"
  },
  {
   "id": "lucasuiii-modeling-workbench--compare-two-candidate-models",
   "title": "Test two candidate models before choosing one",
   "best": false,
   "url": "https://dedupedai.com/use-cases/lucasuiii-modeling-workbench/compare-two-candidate-models/",
   "json": "https://dedupedai.com/use-cases/u/lucasuiii-modeling-workbench/compare-two-candidate-models.json"
  },
  {
   "id": "lucasuiii-modeling-workbench--review-project-status-and-gates",
   "title": "See where a modeling project stands and what needs your sign-off",
   "best": false,
   "url": "https://dedupedai.com/use-cases/lucasuiii-modeling-workbench/review-project-status-and-gates/",
   "json": "https://dedupedai.com/use-cases/u/lucasuiii-modeling-workbench/review-project-status-and-gates.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}