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pymatgen - Python toolkit for materials analysis

Analyzes and manipulates crystal structures, phase diagrams, electronic structures, surfaces, interfaces, and Materials Project data.

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Updated: 2026-10-06

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Create and manipulate structures
  • Convert structure file formats
  • Analyze symmetry and coordination
  • Compute phase diagrams
  • Analyze electronic structures
  • Generate slabs and interfaces
  • Access Materials Project data
  • Set up computational workflows

Inputs

  • Crystal structure files
  • Molecular structure files
  • Computational output files
  • Chemical systems and compositions
  • Materials Project API key
  • Analysis parameters

Outputs

  • Converted structure files
  • Structure analysis results
  • Phase stability results
  • Electronic structure plots
  • Generated slabs and interfaces
  • Materials Project query results

Requirements

  • Python environment
  • pymatgen installation
  • mp-api for Materials Project access
  • Materials Project API key for authenticated access

Source

  • Spec: SKILL.md

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materials science
crystal structures
phase diagrams
electronic structure
Materials Project
computational chemistry
file conversion
Create and manipulate structures
Convert structure file formats
Analyze symmetry and coordination
Compute phase diagrams
Crystal structure files
Molecular structure files
Computational output files
Converted structure files
Structure analysis results
Phase stability results