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End-to-end Codex skill for mathematical modeling competitions with bounded independent verification.

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Math Modeling Contest Workflow

An end-to-end Codex skill for mathematical modeling competitions such as CUMCM and MCM/ICM. It helps turn a contest problem into a defensible sequence of definition checks, model design, implementation, bounded independent verification, integration, and delivery.

What it provides

  • A reduced stage workflow from whole-problem intake through result delivery
  • Answer-validity gates covering problem/model, model/solver, and evidence/claim consistency
  • Risk-focused reference modules for information admissibility, geometry, multi-objective models, piecewise rules, spatial non-overlap, and related cases
  • A bounded independent-verification protocol that avoids endless audit loops
  • Targeted evaluation cases and a dependency-free structure check

Install

Clone this repository into your Codex skills directory:

git clone https://github.com/user0928/math-modeling-contest-workflow.git "$env:USERPROFILE\.codex\skills\math-modeling-contest-workflow"

Restart Codex after installation so the skill is discovered.

Use

Invoke the skill explicitly when you want the complete workflow:

Use $math-modeling-contest-workflow to solve this contest problem and keep a reproducible state ledger.

Codex may also select it automatically for end-to-end modeling-contest work. Ordinary single-formula homework and paper-only polishing are intentionally outside its default scope.

Repository structure

SKILL.md                 Main routing and operating rules
references/stages/       Stage-specific workflow guidance
references/plugins/      Risk-specific checks loaded only when relevant
references/supervision/  Independent verification protocol
evals/                   Targeted behavior cases and benchmark summary
scripts/                 Dependency-free structural validation

Validate

python scripts/verify_skill_structure.py

The repository also runs this validation automatically on pushes and pull requests.

Maintenance

Keep SKILL.md concise and route conditional detail into focused references. When changing behavior, update the corresponding evaluation case and run the validation script before committing.

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End-to-end Codex skill for mathematical modeling competitions with bounded independent verification.

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