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Unit tests, integration tests, E2E, QA, validation, and test automation
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- Docs> **Stage ID**: s6_execution > **Pipeline order**: 6 of 7 > **Depends on**: s1_domain_setup, s2_forcing_prep, s3_decisions, s4_parameters, s5_initial_conditionsVotes: 0GitHub stars: 200
- Docs> **Stage ID**: s5_initial_conditions > **Pipeline order**: 5 of 7 > **Depends on**: s1_domain_setup, s4_parametersVotes: 0GitHub stars: 200
- Docs> **Stage ID**: s3_decisions > **Pipeline order**: 3 of 7 > **Depends on**: none (can run in parallel with Stage 1)Votes: 0GitHub stars: 200
- Docs> **Stage ID**: s1_domain_setup > **Pipeline order**: 1 of 7 > **Depends on**: noneVotes: 0GitHub stars: 200
- SNOWPACK- **Package version**: 1.0.0 - **Model**: SNOWPACK 3.7.1 - **Domain**: Cryosphere (snow/land-surface) - **Created**: 2026-03-26 - **Updated**: 2026-04-30 (49-site SNOTEL batch validation) - **Tools**: 5 - **Skill documents**: 6 - **Diagnostic triplets**: 28 - **Validation status**: production_validated (western US SNOTEL network) ---Votes: 0GitHub stars: 200
- DocsExecute the SFINCS binary with preflight validation, log monitoring, and output verification. SFINCS is a Fortran binary that reads from the current working directory.Votes: 0GitHub stars: 200
- DocsGenerate the main SFINCS configuration file (sfincs.inp) with all simulation parameters. The most critical parameter is the computational timestep `dt`, which must satisfy the CFL stability condition.Votes: 0GitHub stars: 200
- DocsAdd thin dams (levees, embankments), weirs, and drainage structures to the SFINCS model. This stage is OPTIONAL — only needed for domains with significant hydraulic infrastructure that affects flood routing.Votes: 0GitHub stars: 200
- DocsPrepare all forcing inputs for SFINCS: precipitation (rainfall), river discharge boundaries (from CaMa-Flood), and optionally tidal/surge boundaries for coastal domains. This is the most error-prone stage due to **unit conversions**.Votes: 0GitHub stars: 200
- DocsGenerate spatially varying Manning's n roughness coefficient from land use/land cover data. Manning's n controls flow velocity and is the primary calibration parameter for SFINCS.Votes: 0GitHub stars: 200
- DocsBuild SFINCS topography (sfincs.dep), active cell mask (sfincs.msk), and index (sfincs.ind) files from a DEM. The quality of flood simulation depends critically on DEM accuracy and vertical datum consistency.Votes: 0GitHub stars: 200
- DocsDefine the SFINCS computational grid from a basin shapefile or bounding box. This stage determines the spatial extent, resolution, and coordinate reference system for the entire simulation. All subsequent stages depend on the grid definition.Votes: 0GitHub stars: 200
- DocsGenerate the Raven .rvh file defining subbasins and HRUs (Hydrologic Response Units). The .rvh file is the spatial foundation — it defines where and how water moves through the basin.Votes: 0GitHub stars: 200
- Docs**Stage:** s6_initial_conditions **Pipeline Order:** 6 **Depends On:** s4_soil_setup (horizon count and depths must match RZWQM.dat) **Tool:** `write_initial_conditions` ---Votes: 0GitHub stars: 200
- Docs**Stage:** s2_met_prep **Pipeline Order:** 2 **Depends On:** None (independent of site config, but needed before breakpoint generation) **Tools:** `generate_met_file`, `met_quality_check` ---Votes: 0GitHub stars: 200
- Docs**Stage:** s1_site_config **Pipeline Order:** 1 **Depends On:** None **Tool:** `write_site_properties` ---Votes: 0GitHub stars: 200
- ROMS**Target Model:** ROMS v4.1 (Regional Ocean Modeling System) **Domain:** Ocean hydrodynamics, coastal/estuarine modeling **Developers:** Rutgers University — H. Arango, A. Shchepetkin, J. Warner **License:** MIT/X style **Repository:** https://github.com/myroms/roms ---Votes: 0GitHub stars: 200
- RHESSys**Package:** `rhessys-ki` v1.0.0 **Model:** RHESSys (Regional Hydro-Ecologic Simulation System) v7.4 / 5.14.3 **Domain:** Hydrology, Ecohydrology, Biogeochemistry **Language:** C (501 source files) **Build:** GNU Make **Last Updated:** 2026-03-25 | Metric | Value | |--------|-------| | Tools | 4 | | Skill Documents | 5 | | Diagnostic Triplets | 20 | | Validation Status | HJ Andrews Watershed 8 | ---Votes: 0GitHub stars: 200
- PyAEZ**Package**: hydrocraft-pyaez-crop v1.0.0 **Stats**: 5 tools | 6 skill documents | 15+ diagnostic triplets | 6 pipeline stagesVotes: 0GitHub stars: 200
- DocsExtract hydrological variables from ParFlow PFB output and convert to standard formats.Votes: 0GitHub stars: 200
- DocsCompute slope_x and slope_y from DEM for overland flow routing. ParFlow uses these slopes with Manning's equation to route surface water.Votes: 0GitHub stars: 200
- DocsAssign spatially distributed hydraulic properties (permeability, porosity, van Genuchten parameters, Manning's n) to every grid cell. These control how water moves through the subsurface and over the surface.Votes: 0GitHub stars: 200
- DocsDefine the 3D computational domain covering the basin in a UTM-projected Cartesian grid. This is the foundation for all subsequent stages -- every ParFlow file (subsurface, slopes, forcing, mask) must match the grid dimensions exactly.Votes: 0GitHub stars: 200
- PISM> **MANDATORY EXECUTION POLICY** — READ BEFORE PROCEEDING > > You MUST run the **actual model binary or package** described in this document. > If the model fails to import, compile, or execute, you MUST: > 1. Check `diagnostics/triplets.yaml` for a matching error pattern > 2. Try the fix suggested in the triplet's `remedy` section > 3. If still failing, report the error to the user with full details > > You MUST NOT substitute a simplified Python formula, regression equation, > or hand-coded apVotes: 0GitHub stars: 200