Personal Agent Cardiorespiratory VO2Max Velocity Skill
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Personal Agent Cardiorespiratory VO2Max Velocity Skill
Zero-dependency Uth heart rate ratio VO2max estimator, Cooper 12-minute run converter, ACSM longevity hazard ratio indexer, and cardiorespiratory fitness biological age modeler.
Architecture
flowchart TD
HeartRateInput[Resting HR bpm & Max HR bpm] --> UthEngine[Uth Heart Rate Ratio Modeler]
UthEngine --> VO2MaxHR[VO2max mL/kg/min: 15.3 * HRmax / HRrest]
CooperInput[12-Minute Run Distance Meters] --> CooperEngine[Kenneth Cooper Field Test Formula]
CooperEngine --> VO2MaxCooper[VO2max mL/kg/min: d12 - 504.9 / 44.73]
VO2MaxHR & VO2MaxCooper --> AgeStratifier[ACSM Age & Sex Median Benchmark Matrix]
AgeStratifier --> BiologicalFitnessAge[Cardiorespiratory Biological Age Offset]
AgeStratifier --> MortalityHazard[JAMA All-Cause Mortality Hazard Ratio]Related MCP server: Personal Agent Allostatic Load Index Biomarker Skill
Quickstart
from client import PersonalAgentCardiorespiratoryVo2MaxVelocity
agent = PersonalAgentCardiorespiratoryVo2MaxVelocity()
res = agent.estimate_vo2max_from_heart_rate_ratio(resting_hr_bpm=54.0, max_hr_bpm=185.0, age=42)
print(f"VO2max: {res['estimated_vo2max_ml_kg_min']} mL/kg/min | Fitness Age: {res['biological_cardiorespiratory_age']} yrs")This server cannot be deployed
Maintenance
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