OpenMM Langevin Dynamics Starter
SkillAI & modelsUse 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.
No other account needed.
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