Metforge Analysis
Perform reproducible atmospheric-science calculations and statistical diagnostics. Use when Codex needs to calculate established or custom climate indices, derive meteorological variables, compute trends, detrend or filter time series, perform EOF/PCA, regression, correlation, composites, bootstrap or significance tests, or build coordinate-aware xarray workflows from NetCDF/GRIB/Zarr data. Prefe…
Metforge Model Diagnose
Diagnose atmospheric-model and dynamical-core experiments. Use for idealized tests, balanced flow, hydrostatic rest, density currents, advection, gravity/acoustic waves, mountain waves, baroclinic instability, conservation and budget closure, error growth, convergence, timestep/resolution/domain/MPI sensitivity, solver comparisons, and physical-consistency failures. Also use when Codex must desig…
Metforge Figure
Design, create, revise, and audit atmospheric-science figures. Use for maps, map differences, vertical sections, Hovmöller diagrams, profiles, spectra, budgets, convergence plots, conservation/error-growth diagnostics, ensemble comparisons, and publication multi-panel figures from NetCDF/xarray or tabular data. Also use when Codex must inspect an existing figure or plotting script for scientific…
Metforge Data
Acquire and prepare atmospheric, climate, and Earth-system datasets reproducibly. Use when Codex needs to find an authoritative dataset, choose among ERA5/CMIP/GPM/MERRA-2/NOAA or similar products, download or subset NetCDF/GRIB/Zarr data, write CDS/Earthdata/ESGF/OPeNDAP acquisition code, inspect coordinates and metadata, estimate request size, preserve raw inputs, or create a provenance manifes…