Skills for Real Engineers. Straight from my .agents directory.
39 skills
hypothesis-generation
Agent skill from
Structured hypothesis formulation from observations. Use when you have experimental observations or data and need to formulate testable hypotheses with predictions, propose mechanisms, and design experiments to test them. Follows scientific method framework. For open-ended ideation use scientific-brainstorming; for automated LLM-driven hypothesis testing on datasets use hypogenic.
How to install hypothesis-generation
install hypothesis-generation
# install the Auto-Empirical-Research-Skills pack with the skills CLI
npx skills add brycewang-stanford/Auto-Empirical-Research-Skills# or add only this skill to Claude Code: copy the folder
skills/03-K-Dense-AI-claude-scientific-skills/hypothesis-generation/
# into
~/.claude/skills/hypothesis-generation/ (all projects)
.claude/skills/hypothesis-generation/ (one project)
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