molclaw-protein-ligand-mmpbsa

Execute MM/PBSA workflows for protein-ligand binding energy evaluation.

28|2|Updated Mar 31, 2026
One-click install
npx skills add https://github.com/InternScience/MolClaw --skill molclaw-protein-ligand-mmpbsa
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: molclaw-protein-ligand-mmpbsa
Source: https://github.com/InternScience/MolClaw/tree/main/skills/L1_tools/molclaw-protein-ligand-mmpbsa
Command: npx skills add https://github.com/InternScience/MolClaw --skill molclaw-protein-ligand-mmpbsa

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Protein-ligand MM/PBSA workflows provide an execution-ready, end-to-end pipeline for estimating binding energies with standardized handoffs and optional analysis.

Core Features & Use Cases

  • Execution-ready toolchain that connects fix_pdb, prepare_complex, run_mmpbsa, and analyze_mmpbsa to generate energy results.
  • Supports configurable MD workflows and post-analysis reports for benchmarking binding energy across multiple ligands and targets.
  • Provides deterministic inputs/outputs and artifact tracking to ensure reproducibility.

Quick Start

Run the MolClaw MM/PBSA workflow with a repaired receptor and ligand to generate an MD workspace and energy reports.

Frequently Asked Questions about molclaw-protein-ligand-mmpbsa

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

FAQPage Schema
How do I calculate protein-ligand binding energy using MM/PBSA?

To calculate protein-ligand binding energy using MM/PBSA, you can execute an end-to-end workflow that repairs the receptor, assembles the complex, runs MD simulations, and analyzes energy data to produce reproducible binding affinity results.

What is the MM/PBSA method for evaluating binding affinities across multiple ligands?

The MM/PBSA method evaluates binding affinities by running molecular dynamics simulations on protein-ligand complexes and calculating binding energies, providing standardized energy reports for benchmarking varied ligands and targets.

How do I run a reproducible molecular dynamics workflow for protein-ligand complexes?

You can run a reproducible molecular dynamics workflow for protein-ligand complexes by enforcing a deterministic toolchain with explicit handoffs, required inputs and outputs, and normalized artifact management throughout the simulation and analysis stages.

Can I benchmark binding energy across different targets with a standardized MD workflow?

Yes, you can benchmark binding energy across different targets by running a configurable molecular dynamics workflow that generates standardized post-analysis reports for multiple ligands and targets.

Do I need to prepare and repair PDB files before running MM/PBSA calculations?

Yes, you need to prepare and repair PDB files before running MM/PBSA calculations. The workflow coordinates receptor preparation and complex assembly to ensure the protein-ligand complex is correctly formatted for MD simulation.

Why are my protein-ligand MM/PBSA energy results inconsistent between runs?

Inconsistent protein-ligand MM/PBSA energy results often occur when the workflow lacks deterministic toolchain handoffs and normalized artifact management, which are required to enforce reproducible inputs, outputs, and simulation steps.