Experimental Data Processing - Process experimental data: absolute error, mean square, max value, scientific notation formatting. Use this skill for experimental physics tasks involving calculate absolute error calculate mean square calculate max value format scientific notation convert to scientific notation. Combines 5 tools from 1 SCP server(s).
Calculate volumes of geometric shapes for engineering design and mathematical analysis.
Calculate optical frequency and wavelength relationships for photonics and electromagnetic analysis.
Electromagnetic Field Analysis - Analyze EM fields: vacuum permittivity, total charge, radiation pressure, and photon calculations. Use this skill for electromagnetics tasks involving calculate vacuum permittivity calculate total charge calculate radiation pressure calculate total power. Combines 4 tools from 2 SCP server(s).
Python library for working with geospatial vector data including shapefiles, GeoJSON, and GeoPackage files. Use when working with geographic data for spatial analysis, geometric operations, coordinate transformations, spatial joins, overlay operations, choropleth mapping, or any task involving reading/writing/analyzing vector geographic data. Supports PostGIS databases, interactive maps, and integration with matplotlib/folium/cartopy. Use for tasks like buffer analysis, spatial joins between datasets, dissolving boundaries, clipping data, calculating areas/distances, reprojecting coordinate systems, creating maps, or converting between spatial file formats.
Comprehensive geospatial science skill covering 70+ topics in remote sensing, GIS, spatial analysis, and machine learning for Earth observation. Processes satellite imagery (Sentinel, Landsat, MODIS), vector/raster data, point clouds. Supports 8 programming languages with 500+ code examples.
ToolUniverse workflow — Spatial Omics Analysis
Microscopy data management platform. Access images via Python, retrieve datasets, analyze pixels, manage ROIs/annotations, batch processing, for high-content screening and microscopy workflows.
Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical data including celestial coordinates, physical units, FITS files, cosmological calculations, time systems, tables, world coordinate systems (WCS), and astronomical data analysis. Use when tasks involve coordinate transformations, unit conversions, FITS file manipulation, cosmological distance calculations, time scale conversions, or astronomical data processing.
A simple weather checking skill that fetches current weather data.
Use when building comprehensive monitoring and observability systems.
Geometry & Trigonometry Suite - Solve geometry problems: calculate area, height from sine, angle in degrees, and increase factor. Use this skill for mathematics tasks involving calculate area calculate height from length and sine calculate phi deg calculate increase factor. Combines 4 tools from 1 SCP server(s).
Calculate material density and volume from mass and geometric dimensions for materials mechanics analysis.
Calculate seawater thermodynamic properties using TEOS-10 standard including density, salinity, sound speed, and freezing temperature for oceanography.
Calculate atmospheric parameters including Coriolis parameter, geostrophic wind, heat index, potential temperature, and dewpoint for meteorology and climate science.
Experimental Data Processing - Process experimental data: absolute error, mean square, max value, scientific notation formatting. Use this skill for experimental physics tasks involving calculate absolute error calculate mean square calculate max value format scientific notation convert to scientific notation. Combines 5 tools from 1 SCP server(s).
Electromagnetic Field Analysis - Analyze EM fields: vacuum permittivity, total charge, radiation pressure, and photon calculations. Use this skill for electromagnetics tasks involving calculate vacuum permittivity calculate total charge calculate radiation pressure calculate total power. Combines 4 tools from 2 SCP server(s).
Calculate volumes of geometric shapes for engineering design and mathematical analysis.
Calculate optical frequency and wavelength relationships for photonics and electromagnetic analysis.
Optical System Analysis - Analyze optical system: calculate photon rate, frequency range, radiation pressure, and electron wavelength. Use this skill for optics tasks involving calculate incident photon rate calculate frequency range calculate radiation pressure electron wavelength. Combines 4 tools from 1 SCP server(s).
Process seismic waveform data including reading MinISEED/SAC files, extracting metadata, and visualizing earthquake signals.
