When you need to think through biological problems with actual disciplinary rigor, this gives Claude frameworks from evolution, molecular biology, ecology, and systems biology. It's built around core principles like natural selection, structure-function relationships, and hierarchical organization from molecules to ecosystems. Use it for analyzing disease mechanisms, evaluating CRISPR applications, understanding ecological interactions, or working through evolutionary questions. The philosophy section is solid, grounding analysis in homeostasis, information flow, and energy constraints rather than superficial pattern matching. It explicitly handles multiple scales of analysis, which matters when you're dealing with something like microbiome effects on host physiology where molecular and ecological levels both apply.
npx skills add https://github.com/rysweet/amplihack --skill biologist-analyst