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This skill streamlines the complex process of Raman spectroscopy analysis, emphasizing robust data parsing and physical validation to ensure accurate results. It guides users through critical data ingestion protocols, baseline correction techniques, and the application of domain-specific constraints for carbon-based materials like graphene. By following a systematic five-step fitting approach—from visual identification to rigorous validation—it helps prevent common spectroscopic analysis pitfalls, ensuring that extracted parameters for G, D, and 2D bands are both mathematically sound and physically plausible.