openmm-system-minimization
SkillDev toolsUse this skill to run a deterministic OpenMM energy minimization on a tiny toy system. Do not use it for production molecular dynamics or force-field validation.
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-system-minimization skill
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-system-minimization/SKILL.md and read by ahel’s review.
Purpose
Provide a minimal, runnable OpenMM starter that creates a small bonded system, minimizes its energy, and reports before/after energies and coordinates.
When to use
- You need a verified local OpenMM entry point.
- You want a tiny deterministic minimization example before scaling to larger simulations.
When not to use
- You need biomolecular force-field preparation or explicit-solvent production runs.
- You need ensemble sampling or long-timescale trajectories.
Inputs
- Optional JSON summary path
Outputs
- JSON summary with OpenMM version, platform, initial/final potential energy, and final coordinates
Requirements
slurm/envs/chem-toolswith OpenMM available
Procedure
- Run
slurm/envs/chem-tools/bin/python skills/computational-chemistry-and-molecular-simulation/openmm-system-minimization/scripts/run_openmm_minimization.py. - Compare
initial_potential_energy_kj_molandfinal_potential_energy_kj_mol. - Reuse the script as a seed for more realistic system-building workflows.
Validation
- The command exits successfully.
- Final potential energy is lower than the initial potential energy.
- Final coordinates are emitted for all particles.
Failure modes and fixes
- Missing OpenMM environment: run the script with
slurm/envs/chem-tools/bin/python. - Numerical issues: reset the toy system to the bundled defaults.
Safety and limits
- Educational starter only.
- This is not a physically meaningful production system.
Provenance
- OpenMM user guide: https://docs.openmm.org/latest/userguide/
Related skills
rdkit-molecular-descriptors
Signals
- GitHub stars
- 39
- Forks
- 5
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
openmm-system-minimization- Source
- github.com/ma-compbio-lab/skillfoundry