Symbolic mathematics via SymPy. Use when: user asks for algebraic manipulation, calculus, equation solving, or mathematical proofs. NOT for: numerical computation (use scipy) or statistical analysis.
Performs geospatial data analysis including GIS operations, spatial statistics, remote sensing image processing, geocoding, and cartographic visualization; trigger when users discuss maps, coordinates, satellite imagery, spatial patterns, or geographic data.
Access Copernicus Climate Data Store (CDS) for ERA5 reanalysis, climate projections, and satellite observations. Use when: (1) retrieving historical weather/climate data, (2) downloading ERA5 reanalysis fields, (3) querying climate projections (CMIP), (4) getting satellite-derived climate variables. NOT for: real-time weather forecasts (use weather APIs), ocean biology (use Copernicus Marine), air quality (use CAMS).
Geospatial and climate data analysis with geopandas and xarray. Use when: (1) geographic vector data analysis, (2) climate and weather NetCDF data, (3) spatial joins and overlay operations, (4) map visualization, (5) CRS transformations and area calculations. NOT for: satellite imagery ML (use rasterio/torchgeo), real-time GPS tracking, or interactive web maps (use folium/leaflet directly).
Flight tracking and scheduling. Track live flights in real-time by region, callsign, or airport using OpenSky Network. Search flight schedules between airports. Use for queries like "What flights are over Switzerland?" or "When do flights from Hamburg arrive in Zurich?" or "Track flight SWR123".
ParaView visualization skill for 3D scientific data rendering and analysis
Expert skill for space mission design and trajectory analysis
nbodykit large-scale structure analysis skill for N-body simulations and galaxy surveys
CosmoSIS cosmological parameter estimation skill for MCMC sampling and likelihood analysis
Expert skill for composite aerospace structure design and analysis
CAMB cosmological perturbation skill for CMB power spectra, matter power spectra, and cosmological parameter estimation
Time-of-Flight Secondary Ion Mass Spectrometry skill for molecular surface analysis and imaging
Systematic generation and management of aerodynamic coefficient databases
Atomic Force Microscopy and Scanning Probe Microscopy skill for nanoscale topography, mechanical, and electrical property mapping
Interface with Isabelle/HOL for classical mathematics formalization
Advanced skill for crystallographic structure analysis and determination including space group identification, atomic position refinement, and PDF analysis
Anthropometric data analysis skill for workstation design and accommodation.
Survey data processing skill for point clouds, DTM generation, and coordinate transformation
Earth pressure calculation skill for retaining structures using classical and seismic methods
Perseus statistical analysis skill for proteomics data analysis and visualization
Godot physics skill for rigid bodies, areas, collision layers, and raycasting.
