hypothesis-generation

Generate testable mechanistic hypotheses with structured appendices-ready reports.

321|26|Updated Mar 10, 2026
One-click install
npx skills add https://github.com/mkurman/tamux --skill hypothesis-generation-mkurman
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: hypothesis-generation
Source: https://github.com/mkurman/tamux/tree/main/skills/scientific-skills/hypothesis-generation
Command: npx skills add https://github.com/mkurman/tamux --skill hypothesis-generation-mkurman

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

Hypothesis-generation helps researchers convert observations and scattered literature into organized, testable scientific hypotheses, enabling rigorous planning and documentation for reproducible inquiry.

Core Features & Use Cases

  • Systematic generation of 3-5 distinct, mechanistic hypotheses from data and literature.
  • Guided literature synthesis with explicit evidence bullets and core assumptions.
  • Structured reports designed for appendices (Appendix A-D) and a concise main text.
  • Ready-to-use LaTeX templates and example sections for publication-grade documentation.
  • Cross-domain applicability across biology, physics, engineering, and social sciences.

Quick Start

Provide a phenomenon description and generate a ready-to-submit hypothesis report with 3 competing hypotheses and appendices-ready content.

Frequently Asked Questions about hypothesis-generation

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

FAQPage Schema
Does hypothesis generation work across different scientific domains like biology and social sciences?

Hypothesis generation applies cross-domain across biology, physics, engineering, and social sciences. It systematically synthesizes literature and develops mechanistic hypotheses regardless of the specific scientific field, ensuring broad applicability for diverse research planning needs.

What is the best way to structure a research report with appendices-ready content?

Structure a research report by generating concise main-text hypotheses alongside comprehensive appendices. This format separates the primary mechanistic hypotheses into the main text while placing detailed literature citations, experimental designs, and evidence bullets into appendices A-D.

How do I design experiments based on generated hypotheses?

Design experiments by using the generated mechanistic hypotheses as a foundation for experimental planning. The Skill produces structured reports that integrate experimental designs directly with the formulated hypotheses, ensuring the proposed testing methods align with the synthesized literature evidence.

What do I need to provide to start synthesizing literature into a hypothesis report?

Provide a phenomenon description to start synthesizing literature into a hypothesis report. The Skill then processes this input to generate a ready-to-submit document featuring 3 competing hypotheses, structured appendices-ready content, and comprehensive literature citations.