pymatgen

Analyze crystal structures and set up VASP calculations using pymatgen.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/Rowtion/Bioclaw --skill pymatgen-rowtion
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: pymatgen
Source: https://github.com/Rowtion/Bioclaw/tree/main/scientific-skills/pymatgen
Command: npx skills add https://github.com/Rowtion/Bioclaw --skill pymatgen-rowtion

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pymatgen, mp-api, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill simplifies complex materials science tasks, from structure manipulation and analysis to computational workflow setup, eliminating the need for deep expertise in individual computational tools.

Core Features & Use Cases

  • Structure Analysis: Analyze crystal structures, identify symmetry, and determine coordination environments.
  • Computational Workflows: Set up and manage calculations for VASP, Gaussian, and other codes.
  • Materials Project Integration: Seamlessly query and utilize data from the Materials Project database.
  • Use Case: A researcher needs to analyze the crystal structure of a new material, calculate its band gap, and then set up a VASP calculation to predict its properties. This Skill can perform all these steps efficiently.

Quick Start

Use the pymatgen skill to analyze the structure from the file 'POSCAR'.

Frequently Asked Questions about pymatgen

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

FAQPage Schema
How do I analyze a crystal structure from a POSCAR file for materials science?▼

To analyze a crystal structure from a POSCAR file, you can use this Skill to parse the file, identify symmetry, and determine coordination environments. It reads structural data directly and outputs the analyzed geometric and spatial properties.

Can I set up and manage VASP calculations using Python?▼

Yes, you can set up and manage VASP calculations using Python through this Skill. It configures computational workflows for major electronic structure codes, generating the necessary input files to predict material properties.

What is the best way to query data from the Materials Project database for computational chemistry?▼

The best way to query data from the Materials Project database is using this Skill's integration capabilities. It connects directly to the database via the mp-api dependency, retrieving material identifiers and properties for high-throughput screening.

Does this computational materials science toolkit support phase diagram generation and surface energy calculations?▼

Yes, this computational materials science toolkit supports phase diagram generation and surface energy calculations. It facilitates these advanced tasks alongside file format conversion and structural manipulation without needing deep computational expertise.

Do I need the pymatgen and mp-api packages to perform structure analysis?▼

Yes, you need the pymatgen and mp-api packages installed to perform structure analysis and database queries. These dependencies provide the core Python objects required to manipulate crystallography data and retrieve external datasets.