hypothesis-dev

Generate 3-5 competing hypotheses with rationales and an experimental roadmap.

Updated Jan 13, 2026
One-click install
npx skills add https://github.com/MrGKanev/agent-skills --skill hypothesis-dev
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: hypothesis-dev
Source: https://github.com/MrGKanev/agent-skills/tree/main/my-skills/hypothesis-dev
Command: npx skills add https://github.com/MrGKanev/agent-skills --skill hypothesis-dev

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps researchers convert observations and questions into testable, evidence-based hypotheses, streamlining the early phase of scientific inquiry.

Core Features & Use Cases

  • Systematic hypothesis generation: From an observation, the Skill guides the creation of multiple, mechanistic hypotheses with clear rationales.
  • Literature grounding: It incorporates relevant theories and prior findings to anchor each hypothesis.
  • Experimental roadmap: It outlines proposed experiments, required methods, and evaluation criteria to test each hypothesis.

Quick Start

Provide an observation and a research question, and the Skill will generate 3-5 competing hypotheses with rationales and a preliminary experimental plan.

Frequently Asked Questions about hypothesis-dev

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

FAQPage Schema
How do I generate testable hypotheses from research observations?

This Skill converts observations into structured, evidence-based hypotheses. It provides 3-5 competing hypotheses with rationales, literature grounding, and an actionable experimental roadmap for systematic testing.

What is the best way to design experiments for competing hypotheses?

Designing experiments for competing hypotheses requires an actionable roadmap. This Skill outlines proposed experiments, required methods, and evaluation criteria to systematically test each generated hypothesis.

Can I use literature reviews to ground scientific hypotheses?

Yes, you can ground scientific hypotheses using literature reviews. The Skill integrates literature search and synthesis workflows to anchor each hypothesis in relevant theories and prior findings.

How do I create an evidence-based hypothesis framework for experimental design?

Create an evidence-based hypothesis framework by processing observations. The Skill outputs a structured framework containing 3-5 competing hypotheses, rationales, and a preliminary experimental plan.

Does hypothesis generation work without specific prior research data?

Hypothesis generation works with basic observations and research questions. The Skill systematically builds mechanistic hypotheses and incorporates relevant theories and prior findings to anchor them.