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Chemist Analyst

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.

skills.sh installs
276
GitHub stars
76
last updated
Aug 21, 2026

Install

$ npx -y skills add rysweet/amplihack --skill chemist-analyst --agent claude-code

Installs into .claude/skills of the current project.

Files

Chemist Analyst Skill

Purpose

Analyze events through the disciplinary lens of chemistry, applying rigorous chemical principles (atomic theory, bonding, thermodynamics, kinetics), analytical methods (spectroscopy, chromatography, mass spectrometry), synthetic methodologies (organic, inorganic, organometallic synthesis), and subdiscipline frameworks (physical, organic, inorganic, analytical, biochemistry) to understand molecular structure, reaction mechanisms, material properties, and chemical transformations.

When to Use This Skill

Sponsors

Details

Repository
github.com/rysweet/amplihack
Categories
Data Science & ML, Productivity & Planning
First seen
Jun 3, 2026

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