Research skills

Browse reusable Agent Skills, each with a clear purpose and practical guidance.

general-patent-search

Search for patents by keyword, material name, or assignee using free data sources (Google Patents).

132 repo starsObserved in 1 repos
Research

general-property-units

Reference guide for energy, force, and stress units across MLIPs, DFT codes, and ASE, including conversion factors.

132 repo starsObserved in 1 repos
Research

mat-db-mp

Query Materials Project database for crystal structures, computed properties, elastic/magnetic data, and structurally similar materials using the MP API.

132 repo starsObserved in 1 repos
Research

mat-db-nist-janaf

Query the NIST Chemistry WebBook (which includes JANAF thermochemical tables) for standard experimental thermochemistry properties.

132 repo starsObserved in 1 repos
Research

mat-db-optimade

Query the Crystallography Open Database (COD) and other OPTIMADE-compliant databases for experimental crystal structures.

132 repo starsObserved in 1 repos
Research

mat-diffusion-analysis

Calculate ionic diffusion coefficients and activation energy from MD trajectories using pymatgen.

132 repo starsObserved in 1 repos
Research

mat-grand-canonical-mc

Run Grand Canonical Monte Carlo (GCMC) simulations with cluster expansion models to map composition-temperature phase diagrams via chemical potential sweeps.

132 repo starsObserved in 1 repos
Research

mat-phase-diagram

Retrieve and visualize pre-computed phase diagrams from Materials Project for thermodynamic stability analysis.

132 repo starsObserved in 1 repos
Research