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hypothesis-generation

Generate testable hypotheses. Formulate from observations, design experiments, explore competing explanations, develop predictions, propose mechanisms, for scientific inquiry across domains.

17,798stars1,609forksUpdated 1/21/2026
Data Science & ML#experimental-design#data-analysis#literature-review#hypothesis-generation#scientific-research

Security Assessment

Safe(100/100)
Security Score100/100

About hypothesis-generation

The hypothesis-generation skill is designed to assist researchers and scientists in formulating testable hypotheses based on observations and preliminary data. By systematically generating evidence-based hypotheses, this skill addresses the challenge of developing clear, testable research questions that can lead to meaningful scientific inquiry. It streamlines the process of hypothesis creation, making it accessible to users across various scientific domains, thereby enhancing the quality and depth of scientific investigation.

FAQ

How do I generate a schematic for my hypothesis?

You can generate a schematic by using the scientific-schematics skill and providing a description of your desired diagram in natural language.

What types of figures are required in a hypothesis report?

Every hypothesis report must include at least 1-2 AI-generated figures, such as diagrams showing competing explanations or experimental designs.

Are there any specific tools required to use this skill?

You will need access to tools that allow reading, writing, editing, and running Bash scripts.

Can this skill be used for any scientific domain?

Yes, this skill is applicable across various scientific domains, making it versatile for different research fields.

What are the limitations of this skill?

The skill requires proper generation of schematics and relies on existing literature, which may limit the scope of hypothesis generation if relevant studies are scarce.

Install hypothesis-generation

Download and extract the skill files to your .claude/skills/ directory.

Quick Setup:

  1. Copy the skill folder to .claude/skills/
  2. Claude will automatically detect and use the skill

Repository

davila7/claude-code-templates

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