Materials structures analyzed with explicit provenance.
materials informatics
Analyzes, validates, converts, and transforms materials structures and computed data while preserving provenance and parameter context.
When to use it
Use for work involving compositions, molecules, periodic structures, computed entries, symmetry, phase diagrams, or electronic-structure files.
Give it materials files and the desired analysis, validation, conversion, or transformation; it returns new provenance-preserving project artifacts.
What you provide
This skill
Materials Project
Queries bounded Materials Project data
Materials Project phase-diagram methodology
Follows phase-diagram methodology
arXiv record
Fetches the current arXiv record
pymatgen
Installs pinned pymatgen
Requires Python 3.11 or newer.
Uses uv to create and synchronize the pinned Python environment.
Local scientific execution requires the pinned pymatgen 2026.5.4 package.
Local scientific execution requires the pinned pymatgen-core 2026.7.16 package.