Biologist Analyst

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.

skills.sh installs: 259
GitHub stars: 76
last updated: Aug 21, 2026

View on GitHub

Install

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

Installs into .claude/skills of the current project.

Files

Biologist Analyst Skill

Purpose

Analyze living systems, biological phenomena, and life sciences questions through the disciplinary lens of biology, applying established frameworks (evolutionary theory, molecular biology, ecology, systems biology), multiple levels of analysis (molecular, cellular, organismal, population, ecosystem), and evidence-based methods to understand how life works, how organisms adapt, and how biological systems interact.

When to Use This Skill

Evolutionary Analysis: Understand adaptations, phylogeny, speciation, natural selection
Molecular Biology: Analyze genetic mechanisms, gene expression, protein function, biotechnology
Ecology: Assess species interactions, ecosystems, conservation, biodiversity
Health and Disease: Understand disease mechanisms, immune responses, pathogens, treatments
Biotechnology: Evaluate CRISPR, synthetic biology, GMOs, bioengineering applications
Developmental Biology: Analyze growth, differentiation, embryonic development, regeneration
Physiology: Understand organ systems, homeostasis, metabolism, physiological adaptations