ActiveInferenceInstitute
@ActiveInferenceInstitute
Public Skills
geo-infer-water
by ActiveInferenceInstitute
Water resource management and hydrological modeling. Use when analyzing watersheds, water quality, hydrological networks, groundwater systems, water supply/demand planning, or flood risk assessment.
geo-infer-art
by ActiveInferenceInstitute
Generative geospatial art and cartographic visualization. Use when creating artistic map visualizations, generative spatial art, interactive cartographic displays, animation sequences, or aesthetically-focused geographic rendering.
geo-infer-req
by ActiveInferenceInstitute
Requirements engineering and traceability for geospatial projects. Use when managing spatial project requirements, building traceability matrices, implementing P3IF frameworks (Purpose, People, Process, Infrastructure, Finance), or tracking requirement coverage and verification.
geo-infer-git
by ActiveInferenceInstitute
Git-based versioning and collaboration for geospatial datasets. Use when versioning spatial data, managing geospatial dataset lineage, tracking spatial data changes, resolving merge conflicts in geospatial formats, or building reproducible analysis pipelines.
geo-infer-log
by ActiveInferenceInstitute
Logistics optimization including route planning, fleet management, delivery scheduling, and supply chain modeling. Use when optimizing delivery routes, managing fleets, analyzing supply chain resilience, or computing emissions from transportation.
geo-infer-emergency
by ActiveInferenceInstitute
Emergency management and disaster response. Use when planning search and rescue, optimizing emergency resource deployment, modeling disaster scenarios, coordinating evacuation routes, or managing multi-agency response logistics.
geo-infer-health
by ActiveInferenceInstitute
Spatial epidemiology and public health analysis. Use when modeling disease spread, analyzing health disparities, performing spatial health risk assessment, building epidemiological surveillance systems, or assessing healthcare accessibility.
geo-infer-cog
by ActiveInferenceInstitute
Cognitive modeling for geospatial agents including attention, memory, and trust. Use when implementing spatial attention mechanisms, working memory for geographic contexts, or trust dynamics in multi-agent geospatial systems.
geo-infer-civ
by ActiveInferenceInstitute
Civic engagement and participatory mapping. Use when building participatory GIS, STEW-MAP implementations, community mapping platforms, citizen science data collection, or democratic spatial planning processes.
geo-infer-econ
by ActiveInferenceInstitute
Geospatial economics and bioregional market modeling. Use when analyzing spatial economic patterns, bioregional markets, location-based pricing, call auctions, or supply-demand modeling with geographic context.
geo-infer-api
by ActiveInferenceInstitute
REST and GraphQL API endpoints for geospatial services. Use when building API routes, defining spatial query endpoints, or exposing GEO-INFER functionality as web services.
geo-infer-forest
by ActiveInferenceInstitute
Forest analysis and forestry management. Use when analyzing forest cover change, timber inventory, deforestation detection, forest carbon stocks, wildfire risk assessment, or canopy structure analysis.
geo-infer-bio
by ActiveInferenceInstitute
Biodiversity analysis and ecological modeling. Use when analyzing species distributions, habitat connectivity, biodiversity indices, ecological networks, conservation planning, or ecosystem health assessment.
geo-infer-data
by ActiveInferenceInstitute
Data connectors, ETL pipelines, and data management for geospatial datasets. Use when loading spatial data from databases, APIs, files (GeoJSON, Shapefile, GeoParquet), or building data transformation pipelines.
geo-infer-climate
by ActiveInferenceInstitute
Climate modeling and environmental analysis. Use when analyzing climate data, projecting future climate scenarios (RCP/SSP), computing climate indices (SPI, PDSI), performing statistical downscaling, or assessing climate change impacts on geographic regions.
geo-infer-transport
by ActiveInferenceInstitute
Transportation network analysis and traffic modeling. Use when analyzing road networks, simulating traffic (BPR model), forecasting traffic (EWMA), computing emissions, or optimizing transport routes.
geo-infer-ag
by ActiveInferenceInstitute
Precision agriculture and soil health modeling. Use when analyzing soil health, crop water usage (FAO-56), carbon sequestration (IPCC Tier 1), precision farming, or agricultural land management.
geo-infer-time
by ActiveInferenceInstitute
Time series analysis and temporal modeling for geospatial data. Use when analyzing temporal patterns, forecasting spatial time series, detecting change points, or working with spatio-temporal datasets.
geo-infer-agent
by ActiveInferenceInstitute
Multi-agent geospatial systems with Active Inference. Use when building spatial agents, implementing perception-action loops, managing agent telemetry, or coordinating multi-agent spatial exploration.
geo-infer-app
by ActiveInferenceInstitute
Application framework for geospatial dashboards and web interfaces. Use when building spatial dashboards, map-based UIs, agent control widgets, interactive geospatial web applications, or configuring agent parameters through forms.