modular-modeler

What problem does it solve?

This Skill provides an object-oriented blueprint for building complex system models (System Dynamics, Agent-Based Models) with clean interfaces, enabling mid-competition model swaps and preventing spaghetti-code architectures.

Core Features & Use Cases

• Separation of concerns: Environment, Agents, Policy, and Simulator communicate through well-defined interfaces.
• Modular components: Easy replacement and independent testing of sub-models across scenarios.
• Reusable templates: Promotes maintainable code and rapid experimentation during competitions.

Quick Start

Define Environment, Agent, and Policy components that extend the base interfaces, assemble a Simulator, and run a short experiment to validate modular swaps.