Personal Agent Allostatic Load Index Biomarker Skill
by alphaparkinc
README.md
# Personal Agent Allostatic Load Index Biomarker Skill
[](https://github.com/Alpha-Park)
[](https://github.com/alphaparkinc)
[](https://www.python.org/)
[](https://modelcontextprotocol.io/)
[](https://github.com/Alpha-Park)
Zero-dependency Bruce McEwen multi-system physiological wear-and-tear indexer, cardiometabolic-neuroendocrine strain evaluator, and allostatic recovery modeler.
## Architecture
```mermaid
flowchart TD
BiomarkerPanel[Biomarkers: BP, RHR, Glucose, Lipid Ratio, hs-CRP, HRV, RR] --> ALEngine[Allostatic Load Engine]
ALEngine --> SubsystemBreakdown[4 Subsystems: Cardio, Metabolic, Inflammatory, Autonomic]
SubsystemBreakdown --> Scoring[0-10 Normalized Allostatic Load Index]
Scoring --> VulnerabilityID[Primary Vulnerable Subsystem Identification]
VulnerabilityID --> PrescriptiveAction[Targeted Systemic Protocol]
Scoring --> TrajectorySimulator[12-Week Homeostatic Recovery Projection]
```
## Quickstart
```python
from client import PersonalAgentAllostaticLoadIndexBiomarker
agent = PersonalAgentAllostaticLoadIndexBiomarker()
res = agent.calculate_allostatic_load_index({
"systolic_bp": 135.0, "fasting_glucose": 105.0, "hs_crp": 2.5, "rmssd_hrv": 22.0
})
print(f"AL Index: {res['allostatic_load_index_10']}/10 | Vulnerability: {res['primary_vulnerable_subsystem']}")
```
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