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genpark-personal-agent-somatosensory-jitter-single-fiber-emg-sfemg-skill

mcp
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SUMMARY

GenPark Personal Agent for Single Fiber Electromyography (SFEMG) jitter (MCD/MSD), impulse blocking, and neuromuscular transmission defect detection.

README.md

GenPark Personal Agent: Somatosensory Jitter Single Fiber EMG (SFEMG) Skill

A pure Python, zero-dependency FastMCP skill for precision neuromuscular transmission evaluation and Single Fiber Electromyography (SFEMG) analysis.

Features

  • Deterministic Mathematical Models: Exact formula implementations of Mean Consecutive Difference (MCD) and Mean Sorted Difference (MSD) for firing rate drift compensation.
  • Impulse Blocking Analysis: Quantifies transmission failures and evaluates safety factor collapse at the motor endplate.
  • Diagnostic Safety Margin: Automatically grades multi-pair clinical studies into Normal, Borderline, Mild, Moderate, or Severe NMJ defects.
  • Multi-Muscle Database: Built-in reference boundaries for EDC, Frontalis, Orbicularis Oculi, Biceps, and Tibialis Anterior.

Installation & Usage

python example_usage.py

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