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genpark-personal-agent-cutaneous-high-frequency-ultrasound-sleb-skill

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SUMMARY

Deterministic personal agent skill for calculating 20-50 MHz HFUS Subepidermal Low-Echogenic Band (SLEB) thickness, Dermal Thickness, and Dermal Density Index (DDI%).

README.md

Cutaneous High-Frequency Ultrasound SLEB Personal Agent Skill

License: Apache-2.0
Python: 3.8+
Zero Dependencies
Model Context Protocol
Production Ready

Deterministic, zero-mock personal agent micro-skill for calculating 20-50 MHz High-Frequency Ultrasound (HFUS) Subepidermal Low-Echogenic Band (SLEB) thickness, Dermal Thickness, SLEB-to-Dermis ratio (SDR%), and Dermal Density Index (DDI%).

Architecture

flowchart TD
    A[HFUS 20-50 MHz Acoustic Scan] --> B[Segment SLEB Band & Reticular Dermis]
    B --> C[Measure SLEB Depth um & Dermal Depth mm]
    C --> D[Compute SDR% & Dermal Density Index DDI%]
    D --> E[Stratify Photoaging Grade 0 to III]

Quickstart

from client import HighFrequencyUltrasoundSLEBClient

client = HighFrequencyUltrasoundSLEBClient()
result = client.evaluate_sleb_metrics(
    sleb_thickness_um=25.0,
    total_dermal_thickness_mm=1.35,
    mean_dermal_echogenicity_greyscale=175.0,
    patient_age_years=26
)
print(result)

License

Apache-2.0

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