hypothesis-generation

Generate structured scientific hypothesis reports with LaTeX diagrams and references.

Updated Aug 23, 2026

Search Tags:#literature review #hypothesis #research planning #experimental design #scientific method

Ready to run

npx skills add https://github.com/Yassire1/icath-article --skill hypothesis-generation-yassire1

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: hypothesis-generation
Source: https://github.com/Yassire1/icath-article/tree/main/.opencode/skills/hypothesis-generation
Command: npx skills add https://github.com/Yassire1/icath-article --skill hypothesis-generation-yassire1

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill helps researchers and scientists systematically generate, refine, and evaluate testable hypotheses for scientific inquiry, thus accelerating knowledge discovery.

Core Features & Use Cases

Structured Hypothesis Development: Guides users through literature review, mechanism formulation, and hypothesis ranking.
Visualization and Report Generation: Creates detailed LaTeX-based hypothesis reports with integrated diagrams and extensive references.
Use Case: A researcher investigating a novel phenomenon can use this Skill to produce a comprehensive hypothesis framework, including supporting evidence, experimental plans, and quality assessments, ready for publication or grant applications.

Quick Start

Input your research question and relevant observations to generate a complete, structured hypothesis report with planned experiments and visual schematics.

Frequently Asked Questions about hypothesis-generation

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

FAQPage Schema

How do I systematically develop a testable scientific hypothesis from a literature review?▼

To develop a testable scientific hypothesis, this Skill guides you through literature grounding, mechanism formulation, and hypothesis ranking to ensure logical reasoning and comprehensive experimental planning within a structured report.

What is the best way to plan experimental designs for a novel research question?▼

The best way to plan experimental designs is to input your research question and relevant observations to generate a comprehensive framework, including supporting evidence, visual schematics, and detailed experimental plans.

Can I generate a LaTeX-based report for grant applications that includes visual diagrams and references?▼

Yes, you can generate a LaTeX-based report for grant applications. This Skill creates detailed hypothesis reports featuring integrated diagrams and extensive references suitable for publication.

Does this hypothesis generation tool work for researchers across different scientific disciplines?▼

Yes, this hypothesis generation tool targets researchers and scientists across all disciplines, ensuring formal report architecture and structured development regardless of the specific scientific field.

How do I evaluate and rank multiple scientific hypotheses before committing to an experimental design?▼

To evaluate and rank multiple scientific hypotheses, the Skill applies structured development strategies that assess supporting evidence and logical reasoning, refining them into a formal testing architecture.

What limitations should I consider when using automated tools for research planning and experimental design?▼

When using automated tools for research planning, consider that while the Skill provides structured experimental design and extensive references, it requires accurate initial research questions and relevant observations to generate a valid hypothesis framework.