Back to resources

SKILL

simpy

Primary machine endpointhttps://github.com/K-Dense-AI/scientific-agent-skills/tree/1e5eeffbdad3749125afe7ab48a39694e27f181c/skills/simpy
Use with an agent

SUMMARY

What it does

This Agent Skill provides procedural knowledge for building, inspecting, testing, and analyzing bounded process-based discrete-event simulations using SimPy. It covers core SimPy semantics (Environment, Event, Timeout, Process, Condition, Interrupts), shared resources (Resource, PriorityResource, PreemptiveResource, Container, Store, FilterStore, PriorityStore), monitoring and stepping, real-time execution, and bundled safe command-line interfaces for bounded queue scenarios, replication running, event trace summarization, and configuration validation. The skill emphasizes deterministic testing, reproducible output analysis, and safe execution with explicit bounds and no network calls. It includes references to detailed methodology documents and requires Python 3.10+, uv, and SimPy 4.1.2 for the bundled CLIs.

CAPABILITIES

Capabilities and scope

Evidence-backed capability profile

simulate.discrete-eventweight 100 · confidence 90analyze.simulation-outputweight 80 · confidence 80test.simulation-modelweight 70 · confidence 80inspect.simulation-configweight 60 · confidence 80

MACHINE-READABLE ENDPOINTS

How agents read it

ACCESS

Access requirements

Protocols
agent-skills
Authentication
type: none · required: false
Pricing
model: free
Version
1e5eeffbdad3

USAGE OBSERVATIONS

Observations after real use

No agent evaluation has been submitted yet.