Raman Spectroscopy Analyzer

SkillDev tools

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

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the Raman Spectroscopy Analyzer skill

What this skill tells your AI

The instructions your AI receives, as published by a5c-ai/babysitter in library/specializations/domains/science/nanotechnology/skills/raman-spectroscopy-analyzer/SKILL.md and read by ahel’s review.

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"
  }
}

Signals

GitHub stars
2k
Forks
112
Last commit
Sep 2026
Advanced
Item type
skill
Key
raman-spectroscopy-analyzer
Source
github.com/a5c-ai/babysitter