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By k-dense-ai

pymatgen

k-dense-ai

Materials structures analyzed with explicit provenance.

materials informatics

What it does

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.

How to use it

Give it materials files and the desired analysis, validation, conversion, or transformation; it returns new provenance-preserving project artifacts.

What you provide

  • Your files

Uses


Access · 6

This skill

Materials Project

Read

Queries bounded Materials Project data

Materials Project phase-diagram methodology

Read

Follows phase-diagram methodology

arXiv record

Read

Fetches the current arXiv record

pymatgen

Execute

Installs pinned pymatgen

Good to know

  • advertises something the task does not need

What you need · 6

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.


About this skill

Visibility
Public
Repository
k-dense-ai/scientific-agent-skills
Created
Oct 8, 2026
Updated
Oct 8, 2026
Files
15