What is the output format for the final hypothesis report?

The skill generates a structured LaTeX document optimized for XeLaTeX or LuaLaTeX, including executive summaries, colored hypothesis boxes, and detailed appendices.

How does this skill assist in the scientific process?

It automates the transition from raw observations to formal hypotheses by synthesizing literature, proposing testable mechanisms, and designing rigorous experimental protocols.

Can I use this for biomedical research specifically?

Yes, the skill includes specialized workflows for searching PubMed and handling biomedical literature, though it is flexible enough for any scientific domain.

Does it provide visual diagrams for the hypotheses?

Yes, it features a mandatory integration with scientific-schematics to generate AI-powered, publication-quality diagrams like mechanistic pathways and flowcharts.

Scientific Hypothesis Generator

Name: Scientific Hypothesis Generator
Author: hyperbolic-c

byhyperbolic-c

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Data Science & ML

Formulates testable scientific hypotheses and experimental designs from raw observations and literature data using a structured scientific framework.

The Hypothesis Generation skill provides a rigorous, systematic framework for scientific inquiry by transforming observations into evidence-based hypotheses. It automates literature synthesis across domains (including PubMed), evaluates competing explanations using established quality criteria, and generates publication-quality LaTeX reports. By integrating AI-powered schematics, the skill produces visual mechanistic pathways and experimental flowcharts, making it an essential tool for researchers and R&D professionals looking to accelerate the discovery-to-design phase of the scientific method.

Key Features

01Structured hypothesis formulation based on formal scientific method frameworks.

02Automated literature synthesis using PubMed and global scientific web searches.

03Integrated AI-powered scientific schematics for mechanistic and experimental visualization.

04Comprehensive experimental design planning with specific testable predictions.

051 GitHub stars

06Professional LaTeX report generation with specialized color-coded formatting.

Use Cases

01Developing mechanistic explanations for novel experimental observations or datasets.

02Designing controlled laboratory or clinical experiments to test competing scientific theories.

03Synthesizing vast amounts of literature into structured research frameworks and predictions.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add hyperbolic-c/auto-writing hypothesis-generation

For use in Claude.ai and ChatGPT

Download Skill