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genpark-personal-agent-circadian-lux-melatonin-onset-skill

mcp
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  • License — License: MIT
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SUMMARY

Personal Agent Circadian Lux Melatonin Onset - Zero-dependency photic retinal lux integral modeler, Khalsa human phase response curve (PRC), and Dim Light Melatonin Onset (DLMO) blue-light attenuation scheduler.

README.md

genpark-personal-agent-circadian-lux-melatonin-onset-skill

Tests
License
Python
Dependencies
Coverage

GenPark Personal Agent Circadian Lux Melatonin Onset applies ocular photobiology and human circadian phase response curves to optimize personal light hygiene and sleep readiness.

flowchart TD
    A[Ocular Lux Exposure Log & Sources] --> B[Photic Integral Dose Integrator]
    B --> C[Morning Circadian Anchoring Status]
    D[Evening Screen Brightness & Duration] --> E[Khalsa Human DLMO Delay Model]
    E --> F[Actual Biological Melatonin Onset Window]
    F --> G[Progressive Digital Sunset Protocol]

Features

  • Photic Dose Integration: Tracks cumulative photon flux and verifies morning anchor thresholds.
  • DLMO Delay Forecaster: Models pineal gland melatonin suppression from digital screens.
  • Digital Sunset Milestones: Prescribes timed 120-min, 60-min, and 30-min lighting transitions.

Quickstart

from client import PersonalAgentCircadianLuxMelatoninOnset

chronobiology = PersonalAgentCircadianLuxMelatoninOnset()
res = chronobiology.recommend_digital_sunset_schedule("23:00")
print("First Sunset Action:", res["milestones"][0]["action"])

FastMCP Integration

python -m genpark-personal-agent-circadian-lux-melatonin-onset-skill.mcp_server

License

MIT

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