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Claude Skills by lzwei196

github.com/lzwei196

362 skillsA× 360B× 20 installs453 views

PySTEPSA> **Version**: 1.20.0 > **Domain**: precipitation_nowcasting > **Last updated**: 2026-08-18 > **Validation status**: binary_only ---testingpythongoVotes: 0GitHub stars: 200
TRIBSA| Field | Value | |-------|-------| | Model | tRIBS v5.3.1 (TIN-based Real-time Integrated Basin Simulator) | | Domain | Distributed watershed hydrology | | Language | C++ (C++17 standard) | | Build | CMake ≥ 3.20 | | Binary | `tRIBS` (serial), `tRIBSpar` (parallel, MPI) | | Repository | https://github.com/tribshms/tRIBS | | Licence | See LICENSE.txt in repo root | ---testingpythonrustVotes: 0GitHub stars: 200
WflowApython tools/s6_sediment/derive_usle_k.py \ --staticmaps [STATICMAPS_NC] --output [USLE_K_NC] python tools/s6_sediment/derive_usle_k.py \ --staticmaps [STATICMAPS_NC] --patch_nc [STATICMAPS_SEDIMENT_NC] python tools/s6_sediment/derive_usle_k.py --lat [LAT] --lon [LON] python tools/s6_sediment/derive_usle_c.py \ --staticmaps [STATICMAPS_NC] --output [USLE_C_NC] python tools/s6_sediment/derive_usle_c.py \ --staticmaps [STATICMAPS_NC] --patch_nc [STATICMAPS_SEDIMENT_NC] python tools/s6_sediment/...testingpythongoVotes: 0GitHub stars: 200
DocsASet basin identity, simulation period, resolution, model variant, routing method, sediment toggle, and forcing dataset. This is the HydroCraft orchestration config that drives all downstream stages. Skipping this stage means all subsequent tools lack required parameters.testingVotes: 0GitHub stars: 200
DocsAEnable reservoir routing in wflow_sbm simulations using GRanD (Global Reservoir and Dam) data. Reservoirs intercept river flow, apply operating rules, and release water downstream -- significantly altering flow timing, magnitude, and seasonal distribution.devopspythonbashVotes: 0GitHub stars: 200
DocsABuild the wflow spatial model: staticmaps.nc containing all grid parameters (DEM, soil, vegetation, river network). This is the foundation — all other stages depend on correct staticmaps. Skipping this stage means no spatial parameters exist and the model cannot run.testingpythongoVotes: 0GitHub stars: 200
DocsAConvert CMFD/MSWX meteorological forcing to wflow NetCDF format with correct units. wflow requires precipitation (mm/timestep), temperature (degC), and PET (mm/timestep). Unit errors here produce silent failures — the model runs but results are scientifically meaningless (dt_w001, dt_w002, dt_w003).testingpythonVotes: 0GitHub stars: 200
DocsAGenerate the wflow TOML configuration file and optionally adjust parameters for calibration. The TOML file is wflow's primary configuration — it specifies model type, routing method, input/output paths, and parameter modifications (scale/offset). TOML format errors or version mismatches cause fatal failures (dt_w006, dt_w011, dt_w022).testingpythonVotes: 0GitHub stars: 200
DocsAExecute wflow_sbm via Julia subprocess. This stage calls the Julia runtime, loads the Wflow.jl package, and runs the model. Understanding Julia's JIT compilation behavior and memory management is essential to avoid misdiagnosing normal behavior as errors.testingVotes: 0GitHub stars: 200
DocsAExtract discharge timeseries, spatial fields, and water balance components from wflow output NetCDF. Also compare wflow results with VIC output for the same basin.testingVotes: 0GitHub stars: 200
DocsABuild, run, and analyze the wflow_sediment erosion and transport model. This is wflow's unique capability within HydroCraft — no other model provides spatially distributed sediment yield with multiple transport formulas.testingpythonbashVotes: 0GitHub stars: 200
DocsAConnect wflow outputs with other HydroCraft models: CaMa-Flood (flood routing), VIC (model intercomparison), MODFLOW (groundwater recharge), SWAT+ (sediment-water quality). Each coupling has specific data format requirements and potential for silent errors from double-counting or unit mismatches.code-qualitypythonbashVotes: 0GitHub stars: 200