Agent Claude Code
A read-only quality check for the modeling stage before delivery. It checks whether the conclusions match the model, the evidence is traceable, the number of models is appropriate, and data exploration is complete.
Agent Claude Code
A read-only quality check performed before a full computation run, described in Chinese as a P1 gate.
Agent Claude Code
A read-only quality check for the programming stage before delivery. It checks whether the code can be reproduced, whether charts and tables are sufficient and well made, and whether the results are reliable and robust.
Agent Claude Code
A read-only independent quality check for the W1 paper-writing stage of a mathematical modeling workflow. It reviews work without having written the material being checked.
Agent Claude Code
A two-layer, read-only quality check for the W2 paper-writing handoff. It runs paperaudit.py for automated checks, then reviews consistency across the full paper and whether the record of AI use is complete.
Instructions file
Project instructions for using Claude Code with the MCM-AI-Assistant repository, including setup steps and optional helper-agent registration.
Skill Claude CodeCodex
An end-to-end assistant for mathematical modeling competitions, where participants use mathematical models and code to solve real-world problems. It supports problem breakdown, model selection and derivation, Python solving, visualizations, and paper writing in LaTeX or Word, with separate modeling, programming, and writing roles plus quality checks.
Skill Claude CodeCodex
A set of tools for formatting academic papers in Microsoft Word, including three-line tables, page margins, fonts, and paragraph settings. A three-line table is a simple table style commonly used in academic writing.
Skill Claude CodeCodex
A project-management tool for LaTeX papers, where LaTeX is a system for writing and typesetting documents with source files. It provides commands to check, start, build, and validate a paper project.
Skill Claude CodeCodex
A two-source academic literature search using OpenAlex and Crossref, services that index research publications. Results are cross-checked, deduplicated, and ranked by relevance.