ez-math-model

What problem does it solve?

This Skill turns contest math modeling tasks into a complete, submission-ready workflow: it ingests the problem statement and attachments, selects an appropriate modeling approach, runs Python-based solving and plotting, writes the modeling paper, performs quality audits, and packages all deliverables.

Core Features & Use Cases

• Contest-ready end-to-end pipeline: From intake and model planning to coding, figure generation, paper writing, quality gates, and final artifact packaging (output.zip).
• Formal vs demo vs blocked safety: Enforces run-mode rules to prevent silent synthetic data in formal results and blocks packaging when required inputs are missing.
• Evidence-based quality control: Uses deterministic audit scripts to verify paper structure, chart manifest semantics, exported DOCX/PDF object integrity, and artifact consistency.
• Contest-oriented intelligence: Detects contest signals (CUMCM/MCM/ICM/grad contests, year, problem letter), selects modeling strategies, and generates figures with manifest-based gating.

Quick Start

Use ez-math-model when you have a contest math modeling statement and its files by telling the agent: 用 ez-math-model 做这道数学建模题。把题面和数据附件一起发给它。