Tools & Automation

CLI tools, utilities, converters, workflow automation, and productivity helpers

skills in category: 49,283
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Showing 16,849–16,872 of 49,283 skills

PyBadlandsA**Package**: `hydrocraft-badlands-geomorph` v1.0.0 **Model**: pyBadlands (Basin and Landscape Dynamics) — Tristan Salles, University of Sydney **Domain**: Geomorphology / Landscape Evolution Modelling **License**: GNU LGPL v3 **Language**: Python + Fortran + C extensions **Build**: Meson + mesonpy **Stats**: 7 pipeline stages | 116 source files | current tool, stage-doc and triplet counts: the KI map at the top of this file ---toolspythongoVotes: 0GitHub stars: 231
DocsAConvert gridded meteorological forcing into the NetCDF layout and units mHM reads: `pre`, `tavg`, and, for PET method 0, `pet`.toolspythonbashVotes: 0GitHub stars: 231
DocsADefine the true catchment and the three mHM grids: L0 morphology, L1 hydrology, and L11 routing. This KI treats MERIT-Hydro area snapping as the first domain action for flat or engineered basins.toolspythongoVotes: 0GitHub stars: 231
DocsATransfer calibrated MPR global parameters from a gauged source basin to a target basin. This is the main mHM regionalization workflow in this KI.toolspythonrustVotes: 0GitHub stars: 231
WASPA> **Version**: EPA WASP 8.5.0 (real engine) + legacy analytic surrogate > **Domain**: surface-water quality (rivers, lakes, reservoirs, estuaries) > **Last updated**: 2026-10-07 > **Validation status**: official EPA example reproduced exactly; real-case results: see the run records ---toolspythongoVotes: 0GitHub stars: 231
TRIGRSA**Package**: `hydrocraft-trigrs-landslide` v1.0.0 **Model**: TRIGRS v2.1.00c (serial) + MPI parallel version **Source**: USGS (Rex L. Baum & Massimiliano Alvioli) **Last updated**: 2026-03-26 **Stats**: current tool, stage-doc and triplet counts: the KI map at the top of this file **Validation status**: `tutorial_validated` (USGS tutorial dataset, Srivastava-Yeh column test) ---toolspythongoVotes: 0GitHub stars: 231
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DocsA> **Stage ID**: s3_weather_preparation > **Pipeline order**: 3 of 9 > **Depends on**: s1_watershed_delineation (for station locations)toolspythonbashVotes: 0GitHub stars: 231
SWAT PlusApython tools/s1/delineate_watershed.py dem_clip.tif <lat> <lon> delin/ 25 0.01 python tools/s1/build_channel_topology.py \ --subbasin_raster delin/subbasins.tif --dem_path dem_clip.tif \ --flow_dir delin/flow_direction.tif --flow_acc delin/flow_accumulation.tif \ --streams_shp delin/streams.shp \ --repair_spurious_outlets \ --output delin/channel_topology.json python tools/s2/generate_hru_from_global.py --basin_shp delin/watershed.shp \ --dem_path dem_clip.tif --output_dir TxtInOut --basin_na...toolspythonrustVotes: 0GitHub stars: 231
SHAWApython {KI}/s2_weather_prep/tools/convert_forcing_to_shaw.py --source nasa_power \ --lat 45.3 --lon -75.0 --start_year 2015 --end_year 2019 --mode daily --output site.wea python {KI}/s2_weather_prep/tools/convert_forcing_to_shaw.py --source cmfd \ --forcing_dir KISSPATH_DATA/forcing/Data_forcing_03hr_010deg \ --lat 32.43 --lon 115.6 --start_year 2010 --end_year 2010 --mode daily --output site.wea ``` | `--source` | Read by | Notes | |---|---|---| | `nasa_power` | shared loader (network, one r...toolspythongoVotes: 0GitHub stars: 231
RibasimA**Package**: `hydrocraft-ribasim` v1.0.0 **Model**: Ribasim 2026.1.0-rc2 (Deltares) **Domain**: Water resources / regional surface water management **Created by**: HydroCraft Auto-Dissect **Last updated**: 2026-03-26 **Stats**: current tool, stage-doc and triplet counts: the KI map at the top of this file **Validation status**: `prototype` ---toolspythongoVotes: 0GitHub stars: 231
DocsABuild the Raven `.rvt` forcing file straight from a forcing source (CMFD, MSWX or NASA POWER) with correct units. **This is the single most critical stage in the entire Raven pipeline.** Raven explicitly states: "Raven ignores units and will not do units conversion." Every unit error produces a silent failure — the model runs fine with completely wrong results.toolspythongoVotes: 0GitHub stars: 231
DocsA**Stage:** s4_soil_setup **Pipeline Order:** 4 **Depends On:** s1_site_config **Tools:** `soil_texture_classification`, `pedotransfer_hydraulic`, `write_soil_properties` ---toolspythonrustVotes: 0GitHub stars: 231
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RZWQM2Apython tools/s7_scenario_assembly/initialize_scenario.py \ /path/to/new_project bengbu_wheat <new_site_name> \ <start_date> <end_date> python tools/s8_execution/run_rzwqm2.py <scenario_dir> <binary_path> ``` **For mass/batch runs**, use `tools/s10_mass_generation/mass_project_generator.py` which automates this entire copy-then-update pipeline for a CSV of sites. ``` KISSPATH_HOME/RZWQM2/RZWQM2/linux/main_ryzen_patched ``` The binary is also copied into each scenario directory by the temp...toolspythongoVotes: 0GitHub stars: 231
QUINCYA> **Version**: QUINCY standalone qs-2026.04-public (real engine `qs.bin`) > **Domain**: terrestrial biogeochemistry (coupled C-N-P, water and energy) > **Last updated**: 2026-10-07 > **Validation status**: real engine (tier `tested`); built-in self-tests reproduced byte for byte > (no official site example is public) ---toolspythonrustVotes: 0GitHub stars: 231
PywrA**Package**: `pywr-knowledge-infrastructure` v1.0.0 **Model**: Pywr 1.30.0 (Python Water Resources Framework) **Domain**: Reservoir operations, water resources management, flood control, water supply **Role in HydroCraft**: Fills the reservoir operations gap — couples with VIC (inflow), CaMa-Flood (regulated routing), DSSAT (irrigation demand), DLBreach (dam-break trigger) ---toolspythongoVotes: 0GitHub stars: 231
DocsARun ParFlow, monitor convergence via kinsol.log, and validate output files.toolspythongoVotes: 0GitHub stars: 231
DocsASet the initial pressure head field and boundary conditions. The initial condition determines how quickly the simulation reaches physical equilibrium.toolsVotes: 0GitHub stars: 231
DocsAConfigure CLM 4.5 as the upper boundary condition. CLM provides evapotranspiration, snow, canopy interception, and radiation balance.toolsgoVotes: 0GitHub stars: 231
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PIHMA**Package**: `pihm-ki` | **Version**: 1.0.0 | **Model**: MM-PIHM v1.0.0 **Domain**: Distributed Hydrology | **Language**: C (gcc) | **Solver**: SUNDIALS CVODE v7.3.0 **License**: MIT | **Repository**: PSUmodeling/MM-PIHM | Metric | Value | |--------|-------| | Pipeline stages | 9 | | Python tools | see the KI map at the top of this file | | Skill documents | see the KI map at the top of this file | | Diagnostic triplets | see the KI map at the top of this file | | Failure domains | 5 | ---toolspythonrustVotes: 0GitHub stars: 231
PCR GLOBWB 2A**Package**: `hydrocraft-pcrglobwb2` v1.0.0 **Model**: PCR-GLOBWB 2 — Global Hydrological & Water Resources Model **Created by**: Department of Physical Geography, Utrecht University (Model); HydroCraft KI Dissection (Package) **Last updated**: 2026-03-25 **Stats**: current tool, stage-doc and triplet counts: the KI map at the top of this file **Validation status**: `initial_dissection` ---toolspythonrustVotes: 0GitHub stars: 231
OpenFOAMA| Field | Value | |-------|-------| | Package | OpenFOAM-dev (CFD Framework) | | Domain | Computational Fluid Dynamics / Hydraulics / Storm Surge | | Language | C++ (9,257 source files) | | Build System | wmake (custom), Allwmake master script | | License | GPL v3 | | Source | https://github.com/OpenFOAM/OpenFOAM-dev | | Tools | see the KI map at the top of this file | | Diagnostic Triplets | see the KI map at the top of this file (20 general + 12 ocean/storm-surge when this table was written...toolspythongoVotes: 0GitHub stars: 231
Noah MPA**Package**: `hydrocraft-noahmp-lsm` v1.0.0 **Model**: Noah-MP v5.2.0 (HRLDAS offline driver) **Created by**: Auto-dissect pipeline **Last updated**: 2026-08-02 **Stats**: current tool, stage-doc and triplet counts: the KI map at the top of this file **Validation status**: `initial` (compilation and structural validation) ---toolspythonrustVotes: 0GitHub stars: 231
MOM6A> **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 aptoolspythongoVotes: 0GitHub stars: 231
LandlabA**Package**: hydrocraft-landlab v1.0.0 **Model**: Landlab 2.10.1 (Python library with Cython extensions) **Domain**: Geomorphology, hydrology, stratigraphy, glaciology **Created by**: Landlab Development Team (CU Boulder, U Washington, Tulane) **Last updated**: 2026-04-29 **Stats**: current tool, stage-doc and triplet counts: the KI map at the top of this file **Validation status**: production_validated ---toolspythongoVotes: 0GitHub stars: 231