molecular-dynamics

Run OpenMM MD simulations and analyze trajectories with MDAnalysis.

1|Updated Mar 11, 2026
One-click install
npx skills add https://github.com/SciMate-AI/scicli --skill molecular-dynamics-scimate-ai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: molecular-dynamics
Source: https://github.com/SciMate-AI/scicli/tree/main/internal/skills/bundled/claude-scientific-skills/skills/molecular-dynamics
Command: npx skills add https://github.com/SciMate-AI/scicli --skill molecular-dynamics-scimate-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Molecular dynamics simulations enable researchers to study protein stability, ligand binding, and conformational changes by simulating the time evolution of molecular systems, reducing reliance on trial-and-error experimentation.

Core Features & Use Cases

  • OpenMM-powered system setup, energy minimization, and MD workflows (NVT/NPT) for proteins and complexes.
  • MDAnalysis-based trajectory analysis including RMSD, RMSF, contacts, PCA, and free energy surface estimation.
  • Guidance for protein stability studies, drug binding simulations, and conformational sampling across solvated systems.

Quick Start

Run a basic OpenMM MD workflow on a protein structure to minimize, equilibrate (NVT/NPT), and begin production, then analyze trajectories with MDAnalysis.

Frequently Asked Questions about molecular-dynamics

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I run molecular dynamics simulations for protein stability analysis?

To run molecular dynamics simulations for protein stability, provide a PDB structure to initialize OpenMM workflows for energy minimization, NVT/NPT equilibration, and production runs, generating trajectories for analysis.

What's the best way to analyze MD trajectories for RMSD and RMSF?

The best way to analyze MD trajectories for RMSD and RMSF is using MDAnalysis on the simulation output, enabling calculations for root mean square deviation, fluctuation, contacts, and principal component analysis.

Can I use OpenMM with MDAnalysis for ligand-binding simulations?

Yes, you can use OpenMM with MDAnalysis for ligand-binding simulations by supplying a PDB structure and optional ligand parameters to prepare the solvated system and analyze the resulting trajectory data.

Do I need OpenMM and MDAnalysis installed to estimate binding free energy?

Yes, you need OpenMM and MDAnalysis installed to estimate binding free energy, as OpenMM handles the molecular dynamics simulation and MDAnalysis performs the trajectory analysis required for the calculation.

How does conformational sampling work across solvated protein systems?

Conformational sampling across solvated protein systems works by running OpenMM MD simulations to capture the time evolution of molecular structures, which are then analyzed to map conformational changes and free energy surfaces.

What is needed to prepare NVT and NPT equilibration workflows for protein dynamics?

To prepare NVT and NPT equilibration workflows for protein dynamics, you need a PDB structure file to set up the solvated system in OpenMM before running the molecular dynamics simulation phases.