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SKILL
molecular-dynamics
Primary machine endpoint
https://github.com/K-Dense-AI/scientific-agent-skills/tree/1e5eeffbdad3749125afe7ab48a39694e27f181c/skills/molecular-dynamicsSUMMARY
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.