Can I use this skill to access the Materials Project database?

Yes, it integrates with the Materials Project API (mp-api) to search for materials, retrieve structures, and download computed properties.

Can it assist with electronic structure analysis?

Yes, it provides tools for analyzing and plotting electronic band structures and density of states (DOS), including band gap identification.

Does it support surface and interface modeling?

Yes, it includes slab generation for specific Miller indices, Wulff shape construction, and automated adsorption site finding.

What file formats does this Pymatgen skill support?

It supports over 100 materials science formats including CIF, POSCAR, XYZ, and I/O for codes like VASP, Gaussian, and Quantum ESPRESSO.

Does this skill help with thermodynamic stability analysis?

Absolutely, it can construct complex phase diagrams, calculate energy above hull, and predict decomposition pathways for compounds.

Pymatgen Materials Science

Name: Pymatgen Materials Science
Author: ricable

byricable

•

Data Science & ML

Facilitates advanced materials analysis, crystal structure manipulation, and computational workflows using the Python Materials Genomics library.

Pymatgen is a robust Python library designed for materials analysis, serving as the core engine for the Materials Project. This skill enables Claude to assist with complex tasks in computational materials science, including generating and converting crystal structures, calculating thermodynamic stability, analyzing electronic band structures, and performing symmetry operations. It provides a specialized interface for researchers and developers to automate high-throughput workflows, manage over 100 file formats, and programmatically access the Materials Project database for accelerated materials discovery.

Key Features

01Advanced symmetry analysis, space group identification, and coordination modeling

02Comprehensive crystal structure and molecule manipulation (CIF, POSCAR, XYZ)

03Electronic structure tools for band gaps, DOS, and band structure plotting

04Support for 100+ file format conversions with automatic detection

05Thermodynamic stability analysis and automated phase diagram construction

061 GitHub stars

Use Cases

01Automating the setup and input generation for VASP, Gaussian, or Quantum ESPRESSO calculations

02Generating surface slabs and identifying adsorption sites for catalysis and interface research

03Programmatically querying and filtering material properties from the Materials Project database

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ricable/ultimate-ai-agent pymatgen

For use in Claude.ai and ChatGPT

Download Skill