gromacs-md-executor

GROMACS molecular dynamics skill for nanoparticle-biomolecule interaction simulations

509 stars

Best use case

gromacs-md-executor is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

GROMACS molecular dynamics skill for nanoparticle-biomolecule interaction simulations

Teams using gromacs-md-executor should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/gromacs-md-executor/SKILL.md --create-dirs "https://raw.githubusercontent.com/a5c-ai/babysitter/main/library/specializations/domains/science/nanotechnology/skills/gromacs-md-executor/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/gromacs-md-executor/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How gromacs-md-executor Compares

Feature / Agentgromacs-md-executorStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

GROMACS molecular dynamics skill for nanoparticle-biomolecule interaction simulations

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# GROMACS MD Executor

## Purpose

The GROMACS MD Executor skill provides molecular dynamics simulation capabilities specialized for nanoparticle-biomolecule interactions, enabling investigation of drug delivery systems, protein-surface interactions, and membrane penetration.

## Capabilities

- Nanoparticle-protein simulations
- Membrane-nanoparticle interactions
- Coarse-grained modeling (Martini)
- Free energy calculations
- Enhanced sampling methods
- Trajectory analysis and visualization

## Usage Guidelines

### Bio-Nano MD Workflow

1. **System Preparation**
   - Parameterize nanoparticle
   - Solvate system
   - Add ions for neutralization

2. **Equilibration**
   - Minimize energy
   - NVT equilibration
   - NPT equilibration

3. **Production and Analysis**
   - Run appropriate sampling
   - Calculate binding energies
   - Analyze interactions

## Process Integration

- Molecular Dynamics Simulation Workflow
- Nanoparticle Drug Delivery System Development

## Input Schema

```json
{
  "nanoparticle_file": "string",
  "biomolecule_file": "string",
  "force_field": "CHARMM36|AMBER|Martini",
  "simulation_type": "binding|membrane|protein_corona",
  "temperature": "number (K)",
  "simulation_time": "number (ns)"
}
```

## Output Schema

```json
{
  "binding_energy": "number (kJ/mol)",
  "contact_residues": ["string"],
  "rmsd": "number (nm)",
  "interaction_analysis": {
    "hydrogen_bonds": "number",
    "hydrophobic_contacts": "number"
  },
  "trajectory_file": "string"
}
```

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