Personal Agent Standing Desk Orthostatic Balancer Skill

Zero-dependency Cornell 20-8-2 sit-stand-walk ergonomic ratio modeler, lower limb hydrostatic venous pooling auditor, and dynamic motorized desk cadence scheduler.

Architecture

flowchart TD
    DailyActivity[Sitting Mins, Standing Mins, Walking Mins] --> OrthoAuditor[Orthostatic Equilibrium Auditor]
    OrthoAuditor --> LPLState[Lipoprotein Lipase Activity Index]
    OrthoAuditor --> VenousStrain[Lower Extremity Hydrostatic Strain Assessment]
    WorkHours[Workday Window: 09:00 - 17:00] --> CornellScheduler[Cornell 20-8-2 Cadence Synthesizer]
    CornellScheduler --> DeskSchedule[Motorized Desk Height Transition Times]

Quickstart

from client import PersonalAgentStandingDeskOrthostaticBalancer

agent = PersonalAgentStandingDeskOrthostaticBalancer()
res = agent.calculate_sit_stand_orthostatic_strain(sitting_minutes_daily=360.0, standing_minutes_daily=90.0)
print(f"Equilibrium: {res['orthostatic_equilibrium_score']} | LPL: {res['lipoprotein_lipase_metabolic_state']}")