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genpark-personal-agent-hydration-osmolality-electrolyte-skill

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  • License — License: MIT
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SUMMARY

Personal Agent Hydration Osmolality Electrolyte - Zero-dependency sweat rate sodium loss estimator, subclinical dehydration cognitive deficit modeler, and personalized fluid/electrolyte schedule generator.

README.md

genpark-personal-agent-hydration-osmolality-electrolyte-skill

Tests
License
Python
Dependencies
Coverage

GenPark Personal Agent Hydration Osmolality Electrolyte models physiological fluid dynamics, sweat sodium loss, and subclinical dehydration cognitive performance penalties.

flowchart TD
    A[Ambient Temperature & MET Intensity] --> B[Sweat Rate & Sodium Depletion Solver]
    B --> C[Cumulative Fluid Deficit % Body Mass]
    C --> D[Cognitive Reaction Time Impairment Curve]
    D --> E[Subclinical Dehydration Diagnosis]
    E --> F[Hourly Water & Sodium Replenishment Protocol]

Features

  • Sweat Volume & Sodium Tracking: Calculates fluid loss scaled by body mass and thermal workload.
  • Cognitive Impairment Model: Quantifies working memory loss and reaction slowdown from dehydration.
  • Hourly Hydration Protocol: Distributes daily fluid intake evenly across waking hours with wake-up boluses.

Quickstart

from client import PersonalAgentHydrationOsmolalityElectrolyte

hydration = PersonalAgentHydrationOsmolalityElectrolyte()
res = hydration.generate_personalized_hydration_schedule(16, 75.0)
print("Hourly Intake:", res["target_hourly_intake_ml"], "ml")

FastMCP Integration

python -m genpark-personal-agent-hydration-osmolality-electrolyte-skill.mcp_server

License

MIT

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