Directed Self-Assembly skill for block copolymer lithography and nanoparticle templating

Electron Beam Lithography skill for high-resolution nanopatterning with dose optimization and proximity effect correction

NanoHUB tool interface skill for accessing educational and research nanoscience simulations

Nanoparticle Tracking Analysis skill for single-particle size and concentration measurements

Transmission Electron Microscopy image analysis skill for nanoparticle size, morphology, and crystallography assessment

VASP DFT calculation skill for electronic structure, geometry optimization, and property prediction of nanomaterials

X-ray Diffraction skill for crystal structure, phase identification, and crystallite size analysis of nanomaterials

AFLOW automatic materials discovery skill for high-throughput DFT calculations and materials database queries

Bluesky experimental orchestration skill for scan automation, data collection, and metadata management

emcee MCMC skill for Bayesian parameter estimation and posterior sampling in physics applications

Kwant quantum transport skill for mesoscopic physics, scattering matrix calculations, and nanostructure modeling

Lumerical FDTD and MODE skill for nanophotonics, integrated photonics, and solar cell design

MadGraph matrix element calculation skill for BSM physics, cross-section computation, and event generation

MEEP electromagnetic FDTD simulation skill for photonic devices, metamaterials, and waveguides

Monte Carlo simulation skill for statistical physics, particle transport, and stochastic processes

PySCF quantum chemistry skill for molecular calculations, coupled cluster, and multireference methods

Quantum ESPRESSO DFT skill for plane-wave pseudopotential calculations and materials simulation

QuTiP/quimb tensor network skill for quantum many-body simulations and entanglement analysis

ROOT/CERN data analysis skill for high-energy physics data processing, histogramming, and statistical analysis

SpinW spin wave simulation skill for magnetic materials, magnon dispersions, and neutron scattering analysis

VASP DFT calculation skill for electronic structure, band structures, and materials property predictions

Wannier90 skill for maximally localized Wannier functions and tight-binding model construction

Zemax optical design skill for lens systems, imaging optics, and tolerancing analysis

PySCF quantum chemistry interface for classical electronic structure calculations

ZX-calculus based circuit simplification skill for advanced quantum circuit optimization

Quantum error correction code implementation skill for fault-tolerant quantum computing

Qiskit Nature skill for quantum chemistry and materials science applications

Full state vector simulation skill for exact quantum circuit evaluation

Hamiltonian simulation skill using Trotter-Suzuki decomposition

Citation graph exploration for discovering related work through visual graph traversal

Automated hypothesis generation using abductive reasoning and knowledge graph traversal

Skill for building interactive data dashboards

Skill for visualizing network and graph data

Skill for statistical power analysis and sample size calculation

Create comprehensive artist personas including identity, backstory, artistic voice, visual aesthetic, discography arc, and character traits for consistent music generation

Create and maintain comprehensive collection records including cataloging, photography, condition documentation, and database management following AAM/ICOM standards

Plan and design exhibition layouts including spatial arrangement, object placement, lighting, graphics, and visitor flow optimization for diverse audiences

Apply Mayer's multimedia learning principles to design effective audio, video, graphics, and animations that reduce cognitive load

Code qualitative field data, identify emergent themes, and develop grounded interpretations using NVivo/Atlas.ti methodologies

Create spatial visualizations and geographic analyses for historical and cultural research questions using QGIS/ArcGIS

Extract arguments from complex texts, identify premises, conclusions, and implicit assumptions, and create visual argument maps using Toulmin model or standard form

Survey, analyze, and synthesize philosophical literature on topics, identify major positions, trace debates, and locate gaps in scholarly discourse

Apply propensity score methods, instrumental variables, difference-in-differences, and regression discontinuity designs for causal identification

Conduct participant observation, fieldwork, immersion, and thick description documentation in diverse cultural settings

Embedded cryptographic operations and secure element integration. Expert skill for hardware crypto accelerators, secure key storage, TrustZone configuration, and side-channel attack mitigation.

Animation state machine skill for transitions.

A* pathfinding skill for heuristics and optimization.

GPU compute programming skill for parallel algorithms and data processing.

Maya to engine pipeline skill for FBX export and rigging workflows.

Substance Painter/Designer skill for baking and material export.