All authors
Claude Skills by ActiveInferenceInstitute
github.com/ActiveInferenceInstitute46 skills0 installs74 views
- GEO INFER ACTCanonical GEO-INFER Active Inference implementation. Use when implementing or reviewing free-energy minimization, belief updating, generative models, policy selection, H3/spatial active inference, or typed ACT diagnostics.Votes: 0GitHub stars: 17
- GEO INFER AGPrecision 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.Votes: 0GitHub stars: 17
- GEO INFER AGENTMulti-agent geospatial systems with Active Inference, BDI, and reinforcement learning. Use when building autonomous agents, implementing perception-action loops, coordinating multi-agent systems, or wiring agent telemetry and messaging.Votes: 0GitHub stars: 17
- GEO INFER AIMachine learning pipelines and model selection for geospatial AI. Use when training spatial ML models, building prediction pipelines, performing feature engineering on geographic data, spatial interpolation/kriging, or evaluating spatial model performance.Votes: 0GitHub stars: 17
- GEO INFER ANTAnt Colony Optimization and swarm intelligence for geospatial problems. Use when solving spatial optimization with ACO, PSO, ABC algorithms, implementing stigmergic coordination, or optimizing geographic routing and resource allocation with bio-inspired methods.Votes: 0GitHub stars: 17
- GEO INFER APIREST API endpoints for geospatial services. Use when building API routes, defining spatial query endpoints, or exposing GEO-INFER functionality as web services.Votes: 0GitHub stars: 17
- GEO INFER APPAgent UI and management layer for GEO-INFER. Use when building agent control widgets, agent configuration forms, geospatial agent visualization (GeoJSON map features), or managing in-process agent lifecycles (create/start/stop/command) via AgentManager.Votes: 0GitHub stars: 17
- GEO INFER ARTGenerative geospatial art and cartographic visualization. Use when creating artistic map visualizations, generative spatial art, interactive cartographic displays, animation sequences, or aesthetically-focused geographic rendering.Votes: 0GitHub stars: 17
- GEO INFER BAYESBayesian inference and probabilistic modeling for geospatial data. Use when building hierarchical models, computing posteriors with PyMC, performing variational inference, model comparison (LOO/WAIC/DIC), or spatial Gaussian processes.Votes: 0GitHub stars: 17
- GEO INFER BIOBiological sequence analysis and spatially-referenced bio data processing. Use when analyzing DNA sequences (GC content, motifs, coding regions, alignments), validating biological/spatial data, visualizing sequence metrics, or loading climate (WorldClim), soil (SoilGrids), and microbiome (EMP) datasets with coordinates.Votes: 0GitHub stars: 17
- GEO INFER CIVCivic engagement analytics and policy appraisal. Use when analyzing meeting attendance, public comments, voter turnout, participation indices, demographic representation, or cost-benefit / stakeholder / equity analysis of policy proposals.Votes: 0GitHub stars: 17
- GEO INFER CLIMATEClimate data analysis. Use when loading/validating climate datasets, computing climate indices (SPI, heat index, PDSI-style drought index), detecting extreme events (heatwaves, cold spells, droughts, floods), analyzing temperature trends, fitting IDF precipitation curves, classifying Koppen climate zones, or running simplified SSP scenario projections.Votes: 0GitHub stars: 17
- GEO INFER COGHuman-centered geospatial cognitive modeling — spatial perception and attention, qualitative spatial reasoning, spatial memory, spatial language processing, cognitive maps, and human-centered decision support. Use when modeling how users perceive, reason about, remember, or decide about geographic space, or when building cognitively optimized geospatial interfaces.Votes: 0GitHub stars: 17
- GEO INFER COMMSCommunication systems for geospatial coordination. Use when implementing spatial messaging, multi-channel notifications, event streaming, spatial message routing, or subscriber management for geographic broadcasts.Votes: 0GitHub stars: 17
- GEO INFER DATAData 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.Votes: 0GitHub stars: 17
- GEO INFER ECONGeospatial economics and bioregional market modeling. Use when analyzing spatial economic patterns, bioregional markets, ecosystem-service credit auctions, spatial econometrics (SAR/SEM/SDM/SAC), or supply-demand modeling with geographic context.Votes: 0GitHub stars: 17
- GEO INFER EDUEducational technology for geospatial learning. Use when creating spatial analysis curricula, interactive GIS exercises, learning progression models, competency assessment for geographic concepts, or step-by-step spatial tutorials.Votes: 0GitHub stars: 17
- GEO INFER EMERGENCYEmergency management and disaster response. Use when planning search and rescue, optimizing emergency resource deployment, coordinating evacuation routes, building a common operating picture, or managing multi-agency response logistics.Votes: 0GitHub stars: 17
- GEO INFER ENERGYEnergy systems analysis and renewable energy siting. Use when assessing solar/wind/hydro potential, computing capacity factors and LCOE, siting renewable sites, forecasting energy demand, planning grid and storage needs, or analyzing carbon emissions of energy systems.Votes: 0GitHub stars: 17
- GEO INFER EXAMPLESWorking examples and module orchestration patterns. Use when looking for usage examples, cross-module orchestration patterns, end-to-end workflows, or reference implementations of GEO-INFER capabilities.Votes: 0GitHub stars: 17
- GEO INFER FORESTForest analysis and forestry management. Use when analyzing forest cover change, timber inventory, deforestation detection, forest carbon stocks, wildfire risk assessment, or canopy structure analysis.Votes: 0GitHub stars: 17
- GEO INFER GITGit repository cloning, management, and REST API tooling for geospatial projects. Use when cloning many GitHub repositories (by user or by list), managing local git worktrees, analyzing repositories, or running the GEO-INFER-GIT FastAPI service.Votes: 0GitHub stars: 17
- GEO INFER HEALTHSpatial 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.Votes: 0GitHub stars: 17
- GEO INFER INTRACentral documentation hub and cross-module integration guides for GEO-INFER. Use when navigating documentation, finding cross-module integration patterns, understanding data flow architecture, or locating tutorials and API references.Votes: 0GitHub stars: 17
- GEO INFER IOTIoT sensor data ingestion and real-time streaming for geospatial monitoring. Use when connecting to MQTT brokers, processing sensor streams, validating spatial sensor data quality, or building real-time geospatial monitoring pipelines.Votes: 0GitHub stars: 17
- GEO INFER LOGLogistics 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.Votes: 0GitHub stars: 17
- GEO INFER MARINEMarine and ocean analysis for coastal and offshore environments. Use when analyzing ocean currents, marine ecosystems, coastal erosion, sea-level rise, marine protected area planning, or fisheries management.Votes: 0GitHub stars: 17
- GEO INFER MATHSpatial statistics, topology, and graph theory for geospatial analysis. Use when computing Moran's I, spatial autocorrelation, geodesic distances, graph connectivity, kernel density estimation, or any mathematical operation on geographic data.Votes: 0GitHub stars: 17
- GEO INFER METAGOVMeta-governance frameworks for geospatial decision-making. Use when implementing polycentric governance, multi-level institutional analysis, stakeholder engagement, conflict resolution, or adaptive governance scenarios for spatial resource management.Votes: 0GitHub stars: 17
- GEO INFER NORMSNormative inference and compliance tracking for geospatial governance. Use when evaluating spatial policy compliance, tracking governance metrics, computing normative content influence (Jaccard similarity), or managing multi-criteria regulatory frameworks.Votes: 0GitHub stars: 17
- GEO INFER OPSOperations, monitoring, and observability for geospatial infrastructure. Use when setting up monitoring dashboards, configuring alerts, tracking system health, or managing deployment of spatial services.Votes: 0GitHub stars: 17
- GEO INFER ORGOrganizational modeling for geospatial entities. Use when modeling organizational structures, governance voting and consensus, team formation from skill pools, or collaboration network analysis for spatial governance.Votes: 0GitHub stars: 17
- GEO INFER PEPPublic engagement platform for geospatial projects. Use when building CRM for spatial stakeholders, managing public consultations, tracking community engagement with geographic planning, or running participation analytics.Votes: 0GitHub stars: 17
- GEO INFER PLACEPlace-based analysis with H3 hexagonal indexing. Use when running location-specific analyses (forest health, coastal resilience, fire risk, seismic hazard) for Del Norte County or Cascadia, using the PlaceInterface unified API, H3 v4 operations, or California data clients (NOAA, USGS, CAL FIRE, CDEC).Votes: 0GitHub stars: 17
- GEO INFER REQRequirements engineering and traceability for geospatial projects. Use when managing project requirements, building traceability matrices, analyzing dependency graphs and critical paths, or validating requirement consistency, conflicts, and feasibility.Votes: 0GitHub stars: 17
- GEO INFER RISKGeospatial risk modeling including catastrophe models and exposure analysis. Use when assessing spatial risk, building catastrophe models, analyzing exposure/hazard/vulnerability, or computing portfolio risk metrics.Votes: 0GitHub stars: 17
- GEO INFER SECSecurity and threat detection for geospatial systems. Use when implementing spatial access control, authentication and TOTP-based MFA, geospatial data anonymization, security auditing, or encrypting spatial data.Votes: 0GitHub stars: 17
- GEO INFER SIMAgent-based and multi-paradigm simulation for geospatial workflows. Use when building agent-based models, cellular automata, or system-dynamics simulations, or running and comparing spatial planning scenarios.Votes: 0GitHub stars: 17
- GEO INFER SPACEH3 hexagonal spatial indexing and multi-backend spatial operations. Use when working with H3 cells, spatial indexing, coordinate systems, raster/vector operations, or any spatial backend dispatch (H3, SRAI).Votes: 0GitHub stars: 17
- GEO INFER SPMStatistical Parametric Mapping for geospatial data. Use when performing GLM-based spatial analysis, random field theory corrections, cluster-level inference, or neuroimaging-style statistical mapping on geographic datasets.Votes: 0GitHub stars: 17
- GEO INFER TESTUnified test runner and testing infrastructure for the GEO-INFER ecosystem. Use when running cross-module tests, configuring test categories, setting up test fixtures for spatial data, or analyzing test results.Votes: 0GitHub stars: 17
- GEO INFER TIMETime 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.Votes: 0GitHub stars: 17
- GEO INFER TRANSPORTTransportation network analysis and traffic modeling. Use when analyzing road networks, simulating traffic (BPR model), forecasting traffic (EWMA), routing on networks, or analyzing transit coverage and accessibility.Votes: 0GitHub stars: 17
- GEO INFER WATERWater resource management and hydrological modeling. Use when analyzing watersheds (D8 delineation, flow accumulation), water quality (WQI, pollution tracking, regulatory compliance), rainfall-runoff, water balance, flood/drought screening, or water supply allocation.Votes: 0GitHub stars: 17
- geo-inferGeospatial Active Inference framework with 45 modules for ecological, civic, and commercial spatial analysis. Use when working with geospatial data, Active Inference, Bayesian modeling, H3 hexagonal indexing, spatial statistics, or any domain-specific geographic analysis (agriculture, health, economics, risk, climate, energy, transport, marine, forestry, water).Votes: 0GitHub stars: 17
- GEO INFER INSURANCEUnderwriting, policy, claims, and pricing operations for geospatial insurance workflows in the GEO-INFER framework. Use for underwriting decisions, premium calculation, claims lifecycle, policy management, portfolio analysis, and regulatory compliance checks.Votes: 0GitHub stars: 17