Can I access the Materials Project database with this skill?

Yes, it provides full integration with the Materials Project API, allowing you to search for materials by formula, chemical system, or property.

How do I generate VASP input files using this skill?

The skill utilizes standard input sets like MPRelaxSet and MPStaticSet to automatically generate the INCAR, KPOINTS, and POTCAR files required for simulations.

Does this skill help with surface science and catalysis?

Absolutely, it includes specialized modules for generating slabs, constructing Wulff shapes, and identifying potential adsorption sites on surfaces.

What file formats does the Pymatgen skill support?

It supports over 100 formats, including CIF, POSCAR, XYZ, and outputs from major computational codes like VASP, Gaussian, and Quantum ESPRESSO.

Pymatgen Materials Science Toolkit

Name: Pymatgen Materials Science Toolkit
Author: jimmc414

byjimmc414

•

324

•

データサイエンスとML

Provides comprehensive tools for materials analysis, crystal structure manipulation, and Materials Project database integration.

Pymatgen (Python Materials Genomics) is a robust library designed for computational materials science, serving as the core analysis engine for the Materials Project. This skill enables Claude to perform complex scientific tasks such as creating and transforming crystal structures, calculating phase diagrams, analyzing electronic band structures (DOS), and generating surface slabs for adsorption studies. By supporting over 100 file formats—including CIF, POSCAR, and XYZ—and providing direct API access to vast materials databases, it streamlines autonomous discovery and high-throughput computational workflows for researchers and engineers.

主な機能

01324 GitHub stars

02Thermodynamic analysis and phase diagram construction

03Direct integration with Materials Project API for materials discovery

04Advanced crystal and molecular structure manipulation and symmetry analysis

05Electronic structure analysis including Band Structure and Density of States

06Support for 100+ file format conversions (VASP, Gaussian, CIF, etc.)

ユースケース

01Generating input sets and analyzing outputs for DFT codes like VASP

02Modeling surface interfaces and finding optimal adsorption sites

03Automating high-throughput materials property screening and data collection

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jimmc414/kosmos pymatgen

For use in Claude.ai and ChatGPT

Download Skill