The Agent Skills Directory

[SAFE]: The skill is a purely informational repository intended to be used as a reference by other AI agent skills. It defines standards for academic writing, model selection (optimization, prediction, evaluation), and coding practices using standard scientific libraries.
[SAFE]: No executable code (Python, JavaScript, shell scripts) is included in the skill files. The technical guidance provided refers to standard libraries such as scipy, numpy, matplotlib, and xgboost as tools for the user to implement, but the skill itself does not perform any installations or executions.
[SAFE]: No obfuscation, data exfiltration patterns, or privilege escalation attempts were detected. The instructions prioritize accuracy, evidence-based conclusions, and compliance with competition rules (e.g., MCM/ICM 2026).

mathmodel-references