Physical and earth sciences

A skill your agent uses when the user asks to create point defects such as vacancies, substitutional defects, or interstitial atoms in a crystal structure.

Hello-QM/catgo-LRG

Run LAMMPS molecular dynamics with ReaxFF reactive force field.

Hello-QM/catgo-LRG

Fetch weather/climate data via Earth2Studio data sources for specific variables and times.

NVIDIA/skills

Create a dark monochrome procedural background with enlarged square pixels and visible Bayer-style ordered dithering.

nirholas/three.ws

A tool for generating initial packed molecular configurations (XYZ format) from single-molecule structures by calculating box dimensions, writing input scripts, and executing Packmol.

jinzhezenggroup/computational-chemistry-agent-skills

Box Least Squares (BLS) periodogram for detecting transiting exoplanets and eclipsing binaries.

benchflow-ai/skillsbench

Apply source-aware mechanical-engineering judgment to research, analysis, coding, writing, teaching, research identity, and release work.

hashgraph-online/awesome-codex-plugins

Set up and run molecular dynamics simulations of molecules in explicit solvent boxes using Packmol for box construction and MLIPs for dynamics.

learningmatter-mit/AtomisticSkills

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

learningmatter-mit/AtomisticSkills

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

learningmatter-mit/AtomisticSkills

Calculate charged defect formation energies and transition level diagrams using pymatgen-analysis-defects and atomate2 VASP workflows.

learningmatter-mit/AtomisticSkills

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

learningmatter-mit/AtomisticSkills

Discover new crystal structures by data-mined ionic substitution — propose candidates from existing structures (forward) or find potential structures for a target composition (reverse).

learningmatter-mit/AtomisticSkills

Build and run LAMMPS molecular dynamics with isolated MLIP-specific binaries (MACE, MatGL/CHGNet, FairChem) to avoid Python and Torch stack conflicts.

learningmatter-mit/AtomisticSkills

Calculate and visualize the probability density of diffusing ions from a Molecular Dynamics (MD) trajectory.

learningmatter-mit/AtomisticSkills

Calculate Pourbaix (pH-voltage) diagrams for aqueous electrochemical stability using water-corrected MLIP energies and pymatgen.

learningmatter-mit/AtomisticSkills

Generate random crystal structures for a given composition (AIRSS-style) and relax with MLIPs to find low-energy candidates.

learningmatter-mit/AtomisticSkills

Calculate the X-ray Diffraction (XRD) spectrum of a material using pymatgen.

learningmatter-mit/AtomisticSkills

Generate crystal structures with exact composition control using DiffCSP++ (space group + Wyckoff positions), or unconditionally from trained distributions.

learningmatter-mit/AtomisticSkills

Route ABINIT requests to task-specific subskills based on user intent.

jinzhezenggroup/computational-chemistry-agent-skills

Route CP2K requests to task-specific subskills based on user intent.

jinzhezenggroup/computational-chemistry-agent-skills

Route SIESTA requests to task-specific subskills based on user intent.

jinzhezenggroup/computational-chemistry-agent-skills

Route DFTB+ requests to task-specific subskills based on user intent.

jinzhezenggroup/computational-chemistry-agent-skills

Structure manipulation and crystal analysis workflows based on pymatgen.

jinzhezenggroup/computational-chemistry-agent-skills

Compute aerospace environment properties including atmosphere (ISA, COESA, NRLMSISE-00, non-standard, CIRA), gravity (spherical harmonic, WGS84, zonal, centrifugal), horizontal wind (HWM), magnetic…

matlab/matlab-agentic-toolkit

End-to-end finite element analysis in MATLAB PDE Toolbox — geometry creation, model setup, solve, and post-processing in one skill.

matlab/matlab-agentic-toolkit

Route LAMMPS molecular dynamics requests to force-field-specific sub-skills.

Hello-QM/catgo-LRG

OmniMuseum aggregator for a daily contemplative art practice — eight open-access museum and astronomy APIs as one local corpus.

mvanhorn/printing-press-library

Core Python library for astronomy/astrophysics: units with dimensional analysis, celestial coordinate transforms (ICRS/Galactic/AltAz/FK5), FITS I/O, tables (FITS/HDF5/VOTable/CSV), cosmology…

jaechang-hits/SciAgent-Skills

A specialized skill for generating high-quality, consistent children's bilingual picture books using 'banana nano'.

aiskillstore/marketplace

Applies the Neoplatonic and mathematical reasoning of Hypatia of Alexandria.

K-Dense-AI/mimeographs

Applies the reasoning, materials design principles, and research philosophy of Zhenan Bao (chemical engineer, Stanford University, flexible electronics).

K-Dense-AI/mimeographs

Run and diagnose governed ASE plus fairchem UMA molecular dynamics on standardized adsorbed slabs, including NVT/NVE surface trajectories, pre-relaxation, periodic-boundary and collision checks…

Tai609/NebulaMat

Research, write, code, analyze, present, and develop proposals for thermal-fluid mechanical engineering work with source-aware rigor.

ccplugins/awesome-claude-code-plugins

A skill your agent uses when targeting Advanced Materials (Wiley) or deciding whether a materials science manuscript fits this venue.

franklee16/academic-research-skills

A skill your agent uses when targeting Monthly Notices of the Royal Astronomical Society (MNRAS) or deciding whether an astronomy manuscript fits this RAS/OUP venue.

franklee16/academic-research-skills

A skill your agent uses when targeting Nature Astronomy (Nat Astron) or deciding whether an astronomy or astrophysics manuscript fits this venue.

franklee16/academic-research-skills

A skill your agent uses when targeting Nature Climate Change or deciding whether a climate science manuscript fits this venue.

franklee16/academic-research-skills

A skill your agent uses when targeting Nature Geoscience or deciding whether an earth science manuscript fits this venue.

franklee16/academic-research-skills

A skill your agent uses when targeting Nature Materials or deciding whether a materials science manuscript fits this venue.

franklee16/academic-research-skills

A skill your agent uses when targeting The Astrophysical Journal (ApJ) or its Letters companion (ApJL), or deciding whether an astrophysics manuscript fits this AAS venue.

franklee16/academic-research-skills

Fetch crystal structures from Materials Project/OPTIMADE databases and molecules from PubChem.

Hello-QM/catgo-LRG

Ab initio molecular dynamics (AIMD) with VASP. An agent skill from Hello-QM/catgo-LRG.

Hello-QM/catgo-LRG

This skill should be used when the user asks to "create a packmol input", "pack molecules with packmol", "solvate a protein", "build an initial configuration", "setup molecular dynamics", or…

aiskillstore/marketplace

Astronomical data processing with Astropy, FITS files, and sky surveys

wentorai/research-plugins

Climate simulation, modeling tools, and climate data analysis methods

wentorai/research-plugins

Climate data analysis, modeling workflows, and carbon neutrality research met...

wentorai/research-plugins

Computational physics methods, simulations, and research tools

wentorai/research-plugins