mdanalysis-trajectory
CommunityAnalyze molecular dynamics trajectories.
Education & Research#protein structure#drug discovery#trajectory analysis#computational chemistry#molecular dynamics#md analysis
Authorjaechang-hits
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill simplifies the complex task of analyzing molecular dynamics (MD) simulation trajectories, allowing researchers to extract meaningful insights about molecular behavior over time.
Core Features & Use Cases
- Trajectory Loading: Uniformly load trajectories from various MD engines (GROMACS, AMBER, etc.).
- Structural Analysis: Calculate metrics like RMSD, RMSF, radius of gyration, and hydrogen bond occupancy.
- Conformational Analysis: Perform PCA to understand dominant modes of motion.
- Use Case: After running a molecular dynamics simulation of a protein-ligand complex, use this Skill to assess the stability of the ligand's binding pose by calculating its RMSD and analyzing hydrogen bond formation over time.
Quick Start
Use the mdanalysis-trajectory skill to load 'trajectory.xtc' and calculate the backbone RMSD.
Dependency Matrix
Required Modules
MDAnalysisnumpymatplotlibpandas
Components
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: mdanalysis-trajectory Download link: https://github.com/jaechang-hits/SciAgent-Skills/archive/main.zip#mdanalysis-trajectory Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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