OpenMM Langevin Dynamics Starter

SkillAI & models

Use this skill to run a deterministic toy Langevin dynamics simulation in OpenMM and inspect a compact trajectory summary.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the OpenMM Langevin Dynamics Starter skill

About this capability

A framework for discovering, compiling, and validating reusable skills for scientific agents.

What this skill tells your AI

The instructions your AI receives, as published by ma-compbio-lab/skillfoundry in skills/computational-chemistry-and-molecular-simulation/openmm-langevin-dynamics-starter/SKILL.md and read by ahel’s review.

Use this skill to run a deterministic toy Langevin dynamics simulation in OpenMM and inspect a compact trajectory summary.

What This Skill Does

  • builds a two-particle harmonic system
  • runs short Langevin dynamics on the OpenMM Reference platform
  • records bond-length and potential-energy snapshots over time

When To Use It

  • when you need a runnable starter for molecular-dynamics-setup
  • when you want a local OpenMM smoke path before scaling to larger systems
  • when you need deterministic MD-like outputs in repository tests

Run

./slurm/envs/chem-tools/bin/python skills/computational-chemistry-and-molecular-simulation/openmm-langevin-dynamics-starter/scripts/run_openmm_langevin_dynamics.py --out scratch/openmm/langevin_dynamics_summary.json

Notes

  • This is a tiny synthetic system, not a physically meaningful production simulation.
  • The Reference platform plus a fixed velocity seed keeps the summary reproducible.

Signals

GitHub stars
39
Forks
5
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
openmm-langevin-dynamics-starter
Source
github.com/ma-compbio-lab/skillfoundry