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genpark-personal-agent-ocular-accommodative-microfluctuations-amf-skill

mcp
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SUMMARY

Deterministic personal agent skill for calculating Ocular Accommodative Microfluctuations (AMF) spectral power, HFC/LFC ratio, and ciliary fatigue index.

README.md

Ocular Accommodative Microfluctuations (AMF) Skill

License
Python
OpenClaw
GenPark
MCP

Dynamic Ocular Accommodative Microfluctuations (AMF) Spectral Analyzer. Evaluates crystalline lens focal oscillations, low-frequency component (LFC: <0.6 Hz), and high-frequency component (HFC: 1.0-2.3 Hz) to quantify visual fatigue and ciliary spasm.

flowchart TD
    A[Continuous Diopter Time Series] --> B[Hann Windowing & Mean Subtraction]
    B --> C[Discrete Fourier Transform PSD]
    C --> D[Band Integration: LFC 0.1-0.6 Hz]
    C --> E[Band Integration: HFC 1.0-2.3 Hz]
    D & E --> F[AMF Ratio Calculation: HFC / LFC]
    F --> G[Ciliary Fatigue Index & Ergonomic Classification]

Features

  • Zero PIP Dependencies: Implemented strictly with Python Standard Library (math, json, sys, typing).
  • Fourier Spectral Decomposition: Hann-windowed discrete power spectrum analysis.
  • Objective Ergonomics: Identifies ciliary hypertonicity and digital screen visual fatigue before subjective eyestrain symptoms escalate.
  • Dual Architecture: Supports native Python import and Model Context Protocol (MCP) JSON-RPC 2.0 stdio interface.

Quickstart

python example_usage.py

License

Apache-2.0

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