computer-vision-helper
Assist with image analysis, object detection, and visual AI tasks
Assist with image analysis, object detection, and visual AI tasks
Use when designing space missions, computing launch windows, optimizing trajectories, analyzing payload constraints, or planning mission phases and contingencies. Use when "mission design, launch window, trajectory optimization, mission timeline, mass budget, propellant budget, mission phases, porkchop plot, C3, gravity assist, low thrust, mission architecture, LEO, GEO, interplanetary, " mentioned.
Use when creating or managing IFC spatial hierarchy in Bonsai -- IfcSite, IfcBuilding, IfcBuildingStorey, IfcSpace, and their containment relationships. Prevents the critical mistake of not establishing proper spatial decomposition (IfcRelAggregates) causing elements to be invisible in model viewers. Covers spatial containment, decomposition, and Bonsai-specific spatial navigation tools. Keywords: spatial structure, IfcSite, IfcBuilding, IfcBuildingStorey, IfcSpace, IfcRelContainedInSpatialStructure, IfcRelAggregates, spatial hierarchy, add storey, create building structure.
Expert in AR/VR, WebXR, and spatial computing for Vision Pro and web
Use when designing or analyzing spacecraft subsystems including ADCS, power, thermal control, propulsion, communications, and command & data handling. Use when "spacecraft, satellite, ADCS, attitude control, reaction wheel, star tracker, solar array, battery, thermal control, radiator, MLI, propulsion, thruster, communications, link budget, C&DH, subsystem, " mentioned.
Monitor solar weather conditions including geomagnetic storms, solar flares, aurora forecasts, and solar wind data. Uses NOAA Space Weather Prediction Center real-time data.
Microscopy data management platform. Access images via Python, retrieve datasets, analyze pixels, manage ROIs/annotations, batch processing, for high-content screening and microscopy workflows.
Migration monitoring, CDC, and observability infrastructure
Use when processing satellite imagery, hyperspectral data, SAR imagery, or applying machine learning to remote sensing data for Earth observation. Use when "satellite imagery, remote sensing, Earth observation, optical imagery, hyperspectral, SAR, InSAR, NDVI, atmospheric correction, radiometric calibration, land cover classification, change detection, pan-sharpening, spectral unmixing, " mentioned.
Monitoring earthquake data in Indonesia using BMKG official data. Use when the user asks for the latest earthquake, felt earthquakes, or information about a specific seismic event in Indonesia.
Work with climate data, models, and projections for climate impact assessment, downscaling, and scenario analysis using CMIP6 and other climate datasets. Use when "climate model, climate projection, CMIP6, climate data, downscaling, climate scenario, RCP, SSP, global warming, " mentioned.
Applies GCP/ICH principles to clinical research operations with compliance monitoring. Use when ensuring GCP compliance, training on ICH guidelines, or auditing research practices.
Tracks and optimizes radiation exposure using reference levels and ALARA principles. Use when monitoring radiation dose, optimizing CT protocols, or documenting dose reduction efforts.
Monitors research compliance with federal regulations (21 CFR, 45 CFR 46) and institutional policies. Use when ensuring research compliance, managing regulatory requirements, or conducting compliance reviews.
Identifies and executes tax-loss harvesting opportunities with wash sale compliance and tracking. Use when harvesting tax losses, managing wash sale rules, or optimizing after-tax returns.
Monitors trading activity for market manipulation, insider trading, and best execution compliance. Use when conducting trade surveillance, investigating suspicious trading, or monitoring execution quality.
Implements infection prevention protocols with isolation precautions and surveillance documentation. Use when managing infection control, implementing isolation, or documenting infection prevention.
Reproduce, isolate, patch, and verify defects with explicit expected-versus-observed behavior.
Design rigorous A/B test plans with hypothesis, sample size calculation, Minimum Detectable Effect (MDE), randomization strategy, and decision rules. Includes guardrail metrics and rollout playbook. Use when planning product experiments, conversion optimization, or data-driven feature decisions.
Tracks and implements healthcare interoperability standards (ONC, TEFCA, Information Blocking). Use when ensuring interoperability compliance, implementing TEFCA, or managing information blocking rules.