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SKILL

molecular-dynamics

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

SUMMARY

What it does

This Agent Skill provides guidance and code examples for running and analyzing molecular dynamics (MD) simulations using OpenMM and MDAnalysis. It covers system preparation (e.g., adding hydrogens, solvation), energy minimization, NVT/NPT equilibration, production MD runs, and trajectory analysis including RMSD, RMSF, contact maps, and free energy surfaces. The skill is intended for structural biology, drug binding, and biophysics applications. Evidence is based on the SKILL.md source file, which includes detailed Python code snippets and best practices.

CAPABILITIES

Capabilities and scope

Evidence-backed capability profile

scientific.computeweight 100 · confidence 90data.analyzeweight 80 · confidence 90code.generateweight 70 · 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.