raman-spectroscopy-analyzer

Others

Raman spectroscopy skill for molecular fingerprinting, structural characterization, and chemical identification of nanomaterials

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How to use this skill

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Source SKILL.md: https://github.com/a5c-ai/babysitter/blob/HEAD/library/specializations/domains/science/nanotechnology/skills/raman-spectroscopy-analyzer/SKILL.md

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Raman Spectroscopy Analyzer

Purpose

The Raman Spectroscopy Analyzer skill provides molecular-level characterization of nanomaterials through vibrational spectroscopy, enabling structural identification, defect analysis, and chemical mapping.

Capabilities

Raman spectrum acquisition and processing
Peak identification and assignment
SERS (Surface-Enhanced Raman) analysis
Raman mapping and imaging
Resonance Raman analysis
Graphene/CNT characterization (D/G ratio)

Usage Guidelines

Raman Analysis

Spectrum Acquisition
- Select appropriate excitation wavelength
- Optimize power to avoid damage
- Apply baseline correction
Peak Analysis
- Identify characteristic peaks
- Calculate peak ratios (D/G for carbon)
- Assess crystallinity
Mapping
- Generate chemical maps
- Identify phase distributions
- Quantify heterogeneity

Process Integration

Multi-Modal Nanomaterial Characterization Pipeline
In-Situ Characterization Experiment Design
Structure-Property Correlation Analysis

Input Schema

{
  "spectrum_file": "string",
  "excitation_wavelength": "number (nm)",
  "material_type": "string",
  "analysis_type": "identification|mapping|sers"
}

Output Schema

{
  "identified_peaks": [{
    "position": "number (cm-1)",
    "assignment": "string",
    "intensity": "number"
  }],
  "structural_parameters": {
    "d_g_ratio": "number (for carbon)",
    "crystallinity": "string"
  },
  "chemical_map": {
    "species": "string",
    "image_path": "string"
  }
}