hypothesis-generation

Generate competing scientific hypotheses with falsifiable predictions and a LaTeX report.

4|Updated Mar 2, 2026
One-click install
npx skills add https://github.com/shushuzn/Rairos --skill hypothesis-generation-shushuzn
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: hypothesis-generation
Source: https://github.com/shushuzn/Rairos/tree/main/skills/hypothesis-generation
Command: npx skills add https://github.com/shushuzn/Rairos --skill hypothesis-generation-shushuzn

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

It converts observations or preliminary findings into structured, testable scientific hypotheses with clear mechanisms, competing alternatives, and falsifiable predictions.

Core Features & Use Cases

  • Scientific-method workflow: clarifies the phenomenon, synthesizes literature evidence, drafts multiple competing mechanistic hypotheses, and evaluates them with explicit quality criteria.
  • Experiment-ready design: proposes experiments aligned to each hypothesis and converts those into measurable outcomes and falsification conditions.
  • Publication-style deliverable: generates a concise LaTeX hypothesis report using a structured template with executive summary, competing hypotheses, predictions, and appendices.
  • Mandatory schematic figures: requires 1–2 scientific schematics (via scientific-schematics) to visually support the hypothesis framework and experimental logic.
  • Guided literature grounding: includes dedicated references for literature search strategies and hypothesis/experimental quality patterns to improve rigor.

Quick Start

Use the hypothesis-generation skill to create a complete hypothesis report from your observations by asking: “Generate competing, testable hypotheses for the phenomenon: [describe observations], including mechanisms, key evidence, experiments, and quantitative predictions, and include at least one scientific schematic figure.”

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 scientific hypotheses?

To turn observations into testable scientific hypotheses, formulate structured mechanistic explanations, generate competing alternatives, design aligned experiments, and produce falsifiable predictions within a publication-style LaTeX report.

How does falsifiable prediction generation work for experiment design?

Falsifiable prediction generation works for experiment design by proposing experiments aligned to each competing hypothesis and converting those experimental setups into measurable outcomes and explicit falsification conditions.

Can I generate a LaTeX report with scientific schematics for my hypothesis framework?

Yes, you can generate a LaTeX report with scientific schematics for your hypothesis framework by using a structured template that outputs an executive summary, competing hypotheses, predictions, and appendices alongside 1–2 mandatory scientific schematic figures.

What's the best way to synthesize literature evidence for multiple competing hypotheses?

The best way to synthesize literature evidence for competing hypotheses is to use guided literature search strategies and evaluation patterns that clarify the phenomenon, ground the mechanisms, and rigorously assess hypothesis quality before drafting experiments.

Do I need to provide preliminary findings for scientific method hypothesis generation?

Yes, you need to provide preliminary findings or observations as input for scientific method hypothesis generation, because the workflow requires evidence synthesis to formulate multiple competing mechanistic explanations and design appropriate experiments.