hydrologic-modeling-engine
hydrologic-modeling-engine
Hydrologic modeling skill for rainfall-runoff analysis, flood frequency, and watershed analysis
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stormwater-management
stormwater-management
Skill for integrated stormwater management and green infrastructure design with SWMM modeling, hydrologic analysis, BMP sizing, and MS4 permit compliance.
hydrology-pysheds
hydrology-pysheds
Use this Skill for DEM-based hydrological analysis: watershed delineation, flow direction/accumulation, stream networks, and runoff estimation with pysheds.
stormwater-management
stormwater-management
Skill for integrated stormwater management and green infrastructure design with SWMM modeling, hydrologic analysis, BMP sizing, and MS4 permit compliance.
adaptive_multi_level_simplifier
adaptive_multi_level_simplifier
Simplifies complex academic, historical, political, economic, technical, consulting, hydrological, and physics concepts across multiple levels (ELI5, 8th Grade, Professional, Philosophical) and formats (Single Paragraph, Step-by-Step). Adapts tone and complexity, supports dual modes, and applies specific domain constraints.
biogeochemical-cycles
biogeochemical-cycles
Carbon, nitrogen, phosphorus, sulfur, and water cycles — pools, fluxes, residence times, and anthropogenic perturbations. Covers the fast and slow carbon cycles, the Haber-Bosch disruption of the nitrogen cycle, the phosphorus bottleneck, the hydrological cycle, ocean acidification, and the planetary boundaries framework. Use when tracking chemical elements…
bulletin-of-the-american-meteorological-society
bulletin-of-the-american-meteorological-society
Use when targeting the Bulletin of the American Meteorological Society (BAMS) or deciding whether a broad-interest atmospheric/oceanic/hydrologic-sciences contribution fits this venue. Encodes the journal's review-and-community positioning, the broad-audience-significance bar, synthesis and field-campaign expectations, AMS house style, official-submission r…
geographic-information-scientist-gis
geographic-information-scientist-gis
Expert-thinking profile for Geographic Information Scientist (GIS) (geospatial data engineering / CRS & topology / spatial statistics & geostatistics / network & hydrologic analysis / web GIS (OGC, STAC)): Reasons from location, topology, scale, and positional uncertainty through PostGIS/GDAL pipelines, explicit EPSG/datum choices, kriging with cross-valida…
hydrologist
hydrologist
Expert-thinking profile for Hydrologist (rainfall-runoff modeling / flood forecasting / watershed hydrology / cold-regions & ecohydrology / uncertainty quantification): Reasons from hydrologic-cycle closure (P = ET + Q + ΔS + I), runoff-generation mechanisms, and channel routing through HEC-HMS, HEC-RAS, the National Water Model, and split-sample KGE/NSE/PB…
pastas
pastas
Groundwater time series analysis and modelling using transfer function noise models. Use when the agent needs to: (1) Analyze groundwater level time series, (2) Model well responses to precipitation/pumping, (3) Calibrate aquifer parameters from head data, (4) Forecast or hindcast groundwater levels, (5) Decompose hydrological signals into components, (6) C…
water-resources-scientist
water-resources-scientist
Expert-thinking profile for Water Resources Scientist (hydrologic modeling / groundwater-surface coupling / water-budget allocation / remote sensing (GRACE, OpenET) / climate-water planning): Reasons from hydrologic-cycle mass and energy balance, green-versus-blue water, and nonstationarity through MODFLOW, SWAT/HEC-RAS, WEAP, Budyko closure, and multi-obje…
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