Can I use this for academic publishing?

The skill generates structured LaTeX reports and publication-quality diagrams that serve as a strong foundation for manuscripts, grant proposals, and technical reports.

Are visual diagrams included in the output?

Visuals are mandatory; the skill uses a dedicated schematic generator to create mechanistic pathways, experimental flowcharts, and prediction decision trees.

What scientific domains is this skill suitable for?

This skill is domain-agnostic and can be applied to biomedical, physical, social, and computational sciences by leveraging specific literature search strategies for each field.

How does it handle literature searches?

It utilizes tools like WebFetch for PubMed and general WebSearch to identify recent reviews, primary research, and conflicting evidence to ground hypotheses in current data.

Does this skill help with experimental design?

Yes, it proposes specific experimental tests for each hypothesis, including controls, measurements, and potential confounding variables based on established design patterns.

Scientific Hypothesis Generation

Name: Scientific Hypothesis Generation
Author: BbgnsurfTech

byBbgnsurfTech

•

Data Science & ML

Generates rigorous, evidence-based hypotheses and experimental designs for scientific inquiry across multiple domains.

The Scientific Hypothesis Generation skill provides a systematic framework for developing testable explanations from observations and raw data. It enables researchers to conduct targeted literature searches using PubMed and WebSearch, synthesize evidence, and formulate competing mechanistic hypotheses. The skill uniquely mandates the integration of visual schematics to produce publication-quality diagrams and provides structured LaTeX report templates to document experimental designs, quantitative predictions, and rigorous quality assessments, ensuring scientific work meets high peer-review standards.

Key Features

013 GitHub stars

02Automated literature synthesis using PubMed and multi-domain web searches

03Rigorous hypothesis evaluation based on falsifiability and parsimony criteria

04Mandatory integration with scientific-schematics for publication-quality visuals

05Systematic workflow for transitioning from observations to testable hypotheses

06Professional LaTeX report generation with specialized formatting for clarity

Use Cases

01Synthesizing large-scale literature reviews into cohesive theoretical models and predictions

02Designing controlled experiments to distinguish between competing mechanistic pathways

03Translating preliminary lab observations into formal, testable research questions

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add bbgnsurftech/claude-skills-collection hypothesis-generation

For use in Claude.ai and ChatGPT

Download Skill