Coordinates a mathematical modeling competition project from planning to final checks. It records formatting and language preferences, creates a plan and task checklist, and calls dedicated skills for modeling, coding, diagrams, paper writing, and verification.

• Starting a mathematical modeling competition project
• Planning work around competition and formatting preferences
• Tracking progress across modeling and paper-writing stages

Turns mathematical modeling competition problems and attachments into an implementation-ready report. It breaks down questions, examines ambiguous assumptions and data quality, and defines variables, equations, constraints, solution methods, and validation steps.

• Breaking down competition questions and their dependencies
• Comparing interpretations of ambiguous problem statements
• Reviewing attached data before modeling

Implements mathematical models from a design report as reproducible code, runs calculations, and checks results. It records methods and validation findings in a results report and produces data-based PDF charts for papers.

• Implementing models from a modeling report
• Checking constraints and evaluating prediction errors
• Creating PDF charts from computed results

Turn mathematical modeling reports into DrawIO diagrams showing solution steps, model structures, and data processing flows. Produce editable source files, export PDFs for papers when DrawIO is available, and record diagram choices and export results.

• Illustrate the overall approach in a modeling paper
• Draw solution flows for individual subproblems
• Show model structure and variable relationships

Write mathematical modeling competition papers from existing analysis reports, results, and figure PDFs. Use competition templates in Typst or LaTeX, tools for document layout, to organize sections, place figures, and prepare references and summaries.

• Turn modeling reports into a competition paper
• Use a template for MCM or CUMCM
• Place existing figures in relevant sections

Check a completed mathematical modeling competition paper for structural errors, figure references, numerical consistency, and PDF layout problems. Supports Typst and LaTeX, fixes directly repairable issues, and produces a verification report with remaining submission tasks.

• Final checks before submitting a competition paper
• Comparing reported numbers with recorded results
• Finding broken figure and chapter references