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genpark-personal-agent-total-daily-energy-expenditure-skill

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  • License — License: MIT
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SUMMARY

Calculates precision multi-compartment TDEE (BMR, NEAT, EAT, TEF) and detects metabolic adaptation during caloric restriction.

README.md

Personal Agent Total Daily Energy Expenditure Skill

OpenClaw Ecosystem
Dual-Org Sync
Zero Dependencies
Model Context Protocol
Production Grade

Zero-dependency precision TDEE modeler, Cunningham lean body mass BMR calculator, macronutrient TEF partitioner, and adaptive thermogenesis plateau detector.

Architecture

flowchart TD
    Biometrics[LBM, Total Mass, Steps, Macros] --> TDEEKernel[Multi-Compartment TDEE Engine]
    TDEEKernel --> BMR[Cunningham BMR: 500 + 22*LBM]
    TDEEKernel --> NEAT[NEAT Ambulation Thermogenesis]
    TDEEKernel --> TEF[Macronutrient Specific TEF]
    TDEEKernel --> TDEESum[Total Maintenance Caloric Flux]
    TimeSeries[Multi-Week Scale Weight & Daily Intake] --> AdaptDetector[Adaptive Thermogenesis Detector]
    AdaptDetector --> RefeedPrescription[Structured Refeed / Diet Break Protocol]

Quickstart

from client import PersonalAgentTotalDailyEnergyExpenditure

agent = PersonalAgentTotalDailyEnergyExpenditure()
res = agent.calculate_precision_tdee(lean_mass_kg=62.0, total_mass_kg=75.0, daily_steps=10000)
print(f"Maintenance TDEE: {res['calculated_tdee_maintenance_kcal']} kcal/day")

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