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genpark-personal-agent-cutaneous-laser-speckle-contrast-imaging-lsci-skill

mcp
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SUMMARY

Deterministic personal agent skill for calculating Laser Speckle Contrast (K), Blood Flow Index (BFI), and Laser Speckle Perfusion Units (LSPU).

README.md

Cutaneous Laser Speckle Contrast Imaging (LSCI) Skill

License
Python
OpenClaw
GenPark
MCP

Cutaneous Laser Speckle Contrast Imaging (LSCI) and Microvascular Blood Flow Analyzer based on coherent optical scattering physics.

flowchart TD
    A[Local Pixel Intensity Kernel] --> B[Calculate Mean Intensity and Variance]
    B --> C[Compute Speckle Contrast: K = sigma / mean]
    C --> D[Compute Blood Flow Index: BFI = 1 / 2 * T * K^2]
    D --> E[Scale to Laser Speckle Perfusion Units LSPU]
    E --> F[Microvascular Perfusion & Flux Reserve Guidance]

Features

  • Zero PIP Dependencies: Implemented strictly with Python Standard Library (math, json, sys, typing).
  • Coherent Optics Biophysics: Translates spatial speckle variance into continuous blood velocity metrics.
  • Exposure-Compensated: Accounts for camera exposure duration $T$ in the BFI equation.
  • Dual Architecture: Native Python import and Model Context Protocol (MCP) JSON-RPC 2.0 stdio server.

Quickstart

python example_usage.py

License

Apache-2.0

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