Agent Skills: Fluorescence Spectroscopy Analyzer

Fluorescence spectroscopy skill for quantum dot characterization, FRET measurements, and photoluminescence analysis

spectroscopyID: a5c-ai/babysitter/fluorescence-spectroscopy-analyzer

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plugins/babysitter/skills/babysit/process/specializations/domains/science/nanotechnology/skills/fluorescence-spectroscopy-analyzer/SKILL.md

Skill Metadata

Name
fluorescence-spectroscopy-analyzer
Description
Fluorescence spectroscopy skill for quantum dot characterization, FRET measurements, and photoluminescence analysis

Fluorescence Spectroscopy Analyzer

Purpose

The Fluorescence Spectroscopy Analyzer skill provides comprehensive photoluminescence characterization of nanomaterials, enabling analysis of emission properties, quantum yields, and energy transfer processes.

Capabilities

  • Excitation/emission spectra
  • Quantum yield calculation
  • Fluorescence lifetime measurements
  • FRET efficiency calculation
  • Photostability assessment
  • Single-particle fluorescence

Usage Guidelines

Fluorescence Analysis

  1. Spectral Measurements

    • Acquire excitation and emission spectra
    • Correct for instrument response
    • Identify emission maxima
  2. Quantum Yield

    • Use integrating sphere or reference
    • Account for reabsorption
    • Report with standard
  3. Lifetime Measurements

    • Use TCSPC for time-resolved
    • Fit decay curves
    • Identify multiple components

Process Integration

  • Multi-Modal Nanomaterial Characterization Pipeline
  • Nanosensor Development and Validation Pipeline
  • Nanoparticle Drug Delivery System Development

Input Schema

{
  "sample_id": "string",
  "excitation_wavelength": "number (nm)",
  "measurement_type": "steady_state|time_resolved|quantum_yield",
  "reference_standard": "string (optional)"
}

Output Schema

{
  "emission": {
    "peak_wavelength": "number (nm)",
    "fwhm": "number (nm)",
    "stokes_shift": "number (nm)"
  },
  "quantum_yield": {
    "value": "number",
    "method": "string",
    "reference": "string"
  },
  "lifetime": {
    "tau1": "number (ns)",
    "amplitude1": "number",
    "tau2": "number (ns, optional)",
    "chi_squared": "number"
  }
}