Hypothesis Refinement
CommunityRefine your hypotheses with AI-driven research.
Education & Research#research#validation#literature review#hypothesis#patent search#scientific method
Authorsa-akinori
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill automates the process of researching, evaluating, and refining scientific hypotheses by leveraging extensive literature and patent searches.
Core Features & Use Cases
- Hypothesis Structuring: Breaks down hypotheses into key components (subject, mechanism, prediction, etc.).
- Automated Research: Conducts literature (Google Scholar, PubMed, arXiv) and patent (Google Patents, J-PlatPat) searches.
- Novelty Assessment: Evaluates the novelty of a hypothesis on a 5-point scale.
- Weakness Identification: Analyzes potential flaws, evidence gaps, and confounding factors.
- Refinement Proposals: Suggests improved hypothesis versions, alternative hypotheses, and validation strategies.
- Use Case: A researcher has a novel idea about the gut microbiome's effect on sleep. They input their hypothesis, and the Skill provides a comprehensive report on existing research, potential weaknesses, and suggestions for strengthening the hypothesis and designing experiments.
Quick Start
Use the hypothesis-refinement skill to analyze and refine the hypothesis provided in hypothesis.txt.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: Hypothesis Refinement Download link: https://github.com/sa-akinori/self_made_skills/archive/main.zip#hypothesis-refinement Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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