hypothesis-generation

Generate LaTeX-ready hypothesis reports with competing hypotheses and experimental designs.

Updated Feb 15, 2026
One-click install
npx skills add https://github.com/aleph23/Natasha --skill hypothesis-generation-aleph23
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: hypothesis-generation
Source: https://github.com/aleph23/Natasha/tree/main/skills/hypothesis-generation
Command: npx skills add https://github.com/aleph23/Natasha --skill hypothesis-generation-aleph23

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes assets (resource) components.

What problem does it solve?

Translates observations into rigorous, testable hypotheses by generating a structured hypothesis-generation report that combines a concise main text with comprehensive appendices, ready for scientific review and publication.

Core Features & Use Cases

  • Systematic generation of 3-5 competing hypotheses with mechanistic explanations, key evidence, and core assumptions.
  • Concise main text (maximum 4 pages) plus appendices (Appendix A-D) covering literature review, experimental designs, quality assessment, and supplementary evidence.
  • LaTeX-ready templates and formatting via assets/hypothesis_report_template.tex and hypothesis_generation.sty for professional outputs.
  • Integrated literature scaffolding with structured citations and compatible BibTeX workflows to support robust evidence summarization.
  • Cross-domain applicability (biology, chemistry, engineering, social sciences) with explicit discrimination tests and predictions.
  • Includes priority comparisons, testable predictions, and detailed experimental design guidance stored in appendices.

Quick Start

Provide a clearly defined phenomenon and any observations, and I will generate a structured hypothesis-generation report ready for LaTeX with appendices.

Frequently Asked Questions about hypothesis-generation

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I turn research observations into testable hypotheses for scientific reporting?

Generating testable hypotheses requires providing a clearly defined phenomenon and any observations, which the tool translates into a structured LaTeX-ready report with 3-5 competing hypotheses, evidence, and experimental designs.

Can I generate a LaTeX hypothesis report with literature review appendices from raw data?

Yes, you can generate a LaTeX-ready hypothesis report that includes a concise main text plus structured appendices covering literature review, experimental designs, and quality assessment using provided LaTeX templates.

What is the best way to formalize competing scientific hypotheses with experimental design?

The best way to formalize competing scientific hypotheses is to generate 3-5 alternatives with mechanistic explanations, discrimination tests, testable predictions, and detailed experimental design guidance stored in structured appendices.

Does this hypothesis generation method work across different scientific disciplines?

Yes, this hypothesis generation method supports cross-domain applicability across disciplines from biology and chemistry to engineering and social sciences, providing explicit discrimination tests and testable predictions.

Do I need to provide my own literature and BibTeX citations for the hypothesis report?

You need to provide the phenomenon and relevant data or observations; the tool then outputs a hypothesis report with integrated literature scaffolding, structured citations, and a bibliography compatible with BibTeX workflows.