raman-spectroscopy-analyzer

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"]}

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"
  }
}