What is the Pymatgen skill for Claude Code?

It is a specialized capability that enables Claude to assist with materials science tasks by leveraging the Pymatgen library for structure manipulation, database access, and analysis.

Does this skill help with VASP input generation?

Absolutely. It provides specialized methods for generating VASP input sets (INCAR, KPOINTS, etc.) based on Materials Project standard parameters.

Can I convert CIF files to POSCAR using this skill?

Yes, the Pymatgen skill supports bidirectional conversion between over 100 formats, including CIF, POSCAR, XYZ, and more.

Can it analyze electronic band structures?

Yes, the skill includes features for parsing electronic structure data and generating publication-quality band structure and Density of States (DOS) plots.

Do I need an API key to use the Materials Project features?

Yes, while local structure manipulation works offline, you will need a valid Materials Project API key to search their database or generate phase diagrams from their data.

Pymatgen Materials Science

Name: Pymatgen Materials Science
Author: K-Dense-AI

byK-Dense-AI

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2,188

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数据科学与机器学习

Enables advanced materials science research through crystal structure manipulation, thermodynamic analysis, and Materials Project database integration.

The Pymatgen (Python Materials Genomics) skill is a comprehensive toolkit designed for computational materials science, allowing researchers to create, manipulate, and analyze complex crystal structures and molecules. This skill streamlines specialized tasks such as symmetry analysis, phase diagram construction, and electronic structure evaluation while providing seamless programmatic integration with the Materials Project database. Supporting over 100 file formats, it acts as a bridge for setting up high-throughput workflows and interpreting results from various computational codes like VASP, Gaussian, and Quantum ESPRESSO.

主要功能

01Advanced symmetry analysis and space group identification

02Thermodynamic stability assessment and phase diagram generation

032,188 GitHub stars

04Comprehensive structure creation and transformation for 100+ file formats

05Full Materials Project API integration for high-throughput data retrieval

06Electronic structure analysis including DOS and band structure plotting

使用场景

01Analyzing the thermodynamic stability of new chemical compounds using phase diagrams

02Automating the conversion and preparation of structure files for DFT calculations

03Programmatically searching and extracting material properties from the Materials Project database

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add k-dense-ai/claude-scientific-skills pymatgen

For use in Claude.ai and ChatGPT

Download Skill