simpy
Build queue simulations with reproducible results.
What it does
Creates reproducible SimPy simulations and evaluates them with bounded runs, tests, and independent replications.
When to use it
Use for event-driven models whose active entities wait on events and compete for resources, including queues, logistics, and production systems.
How to use it
Give it a simulation question; it builds a bounded model, verifies its behavior, and analyzes independent replications with stated limitations.
Uses
Good to know
- advertises something the task does not need
What you need · 3
Upstream SimPy supports Python 3.8+, while the bundled CLIs require Python 3.10+.
Simulation execution requires SimPy 4.1.2; the bundled commands reject other versions because their scheduler instrumentation is release-specific.
Access · 2
This skill
arXiv
Checks citation metadata on arXiv
uv
Installs isolated skill-test dependencies