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genpark-personal-agent-somatosensory-cognitive-p300-erp-latency-skill

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SUMMARY

Deterministic personal agent skill for calculating Event-Related Potential P300 Peak Latency (ms), Amplitude (uV), and Motor Processing Slack via oddball paradigm.

README.md

Cognitive Event-Related Potential P300 Latency 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 Event-Related Potential P300 Peak Latency (ms), Amplitude ($\mu\text{V}$), Age-Adjusted Latency Deviation, and Motor Processing Slack using oddball paradigm electrophysiology.

Architecture

flowchart TD
    A[Oddball Paradigm Target Stimulus] --> B[Record Pz Scalp ERP Waveform]
    B --> C[Extract P300 Peak Latency ms & Amplitude uV]
    C --> D[Compute Age-Adjusted Predicted Latency & Deviation]
    D --> E[Calculate Motor Execution Slack RT - P300]
    E --> F[Classify Optimal Speed vs Cognitive Slowing]

Quickstart

from client import CognitiveP300LatencyClient

client = CognitiveP300LatencyClient()
result = client.evaluate_p300(
    p300_latency_ms=312.0,
    p300_amplitude_uv=14.5,
    patient_age_years=26,
    reaction_time_ms=370.0
)
print(result)

License

Apache-2.0

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