This applies rigorous chemistry principles to analyze anything through a molecular lens. You get thermodynamics, kinetics, reaction mechanisms, and the full analytical toolkit: spectroscopy, chromatography, mass spec. Use it when you need to understand chemical transformations, plan synthesis routes, characterize materials, or optimize processes for yield and safety. It's built on foundational frameworks like structure-property relationships, Gibbs free energy, and VSEPR theory, so the analysis goes beyond surface-level chemistry talk. The green chemistry angle is baked in. Honestly most useful when you're dealing with actual chemical problems rather than metaphorical ones, though the mechanistic thinking transfers surprisingly well to process optimization in other domains.
npx skills add https://github.com/rysweet/amplihack --skill chemist-analyst