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name: raman-spectroscopy-analyzer description: Raman spectroscopy skill for molecular fingerprinting, structural characterization, and chemical identification of nanomaterials allowed-tools:

• Read
• Write
• Glob
• Grep
• Bash metadata: specialization: nanotechnology domain: science category: spectroscopy priority: high phase: 6 tools-libraries:
  • WiRE
  • LabSpec
  • Renishaw software
  • Custom spectral databases graph: domains: [domain:nanotechnology] skillAreas: [skill-area:mathematical-reasoning, skill-area:physics-simulation, skill-area:data-analysis] workflows: [workflow:experiment-design] roles: [role:research-engineer]

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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

1. Spectrum Acquisition

   • Select appropriate excitation wavelength
   • Optimize power to avoid damage
   • Apply baseline correction

2. Peak Analysis

   • Identify characteristic peaks
   • Calculate peak ratios (D/G for carbon)
   • Assess crystallinity

3. 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"
  }
}