Research skills

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

analysis-router

Use when the user asks to analyze computational results: Gibbs free energy, OER/HER/CO2RR overpotentials, adsorption energy, convergence tests, DOS/d-band analysis, or Bader charge analysis.

165 repo starsObserved in 1 repos
Research

bader-charge-analysis

Use when the user asks about Bader charge analysis, charge transfer, oxidation states from DFT, or electron density partitioning.

165 repo starsObserved in 1 repos
Research

cohp-analysis

Use when the user asks about COHP (Crystal Orbital Hamilton Population), chemical bonding analysis, LOBSTER output, orbital-resolved bonding, or bonding/antibonding character between atoms.

165 repo starsObserved in 1 repos
Research

dos-analysis

Use when the user asks about density of states (DOS), projected DOS (PDOS), d-band center, spin-resolved DOS, or electronic structure analysis from completed DFT calculations.

165 repo starsObserved in 1 repos
Research

electronic-analysis

Use when the user asks to analyze DOS, band structure, COHP bonding, d-band center, or MD trajectory properties (RDF, RMSD, RMSF, hydrogen bonds, clustering, dimensionality reduction, dihedral angles, planar density).

165 repo starsObserved in 1 repos
Research

gibbs-free-energy

Use when the user asks for Gibbs free energy, zero-point energy (ZPE), thermal corrections, or thermodynamic properties from DFT + frequency data.

165 repo starsObserved in 1 repos
Research

her-overpotential

Use when the user asks about HER (hydrogen evolution reaction), hydrogen adsorption free energy, or volcano plot descriptor for HER catalysts.

165 repo starsObserved in 1 repos
Research

structure-fetch

Fetch crystal structures from Materials Project/OPTIMADE databases and molecules from PubChem. Search, select, and load structures into the CatGO viewer.

165 repo starsObserved in 1 repos
Research

volcano-plot

Use when the user asks about volcano plots, catalyst screening, activity descriptors, Sabatier principle, or comparing catalyst performance across a descriptor space.

165 repo starsObserved in 1 repos
Research