- UxPlay receiver supervised in the background, frames kept as JPEG
- planner/actor loop with screen-change feedback and loop/stuck recovery
- closed-loop pointer aiming that refines the calibration
- web UI: live phone, live log, step screenshot wall, emergency stop
- debug mode that records every model call and screenshot
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>