Hypothesis Development Assistant

Purpose

Transform observations and research questions into well-formed, testable hypotheses grounded in existing evidence. This skill guides systematic hypothesis generation across scientific disciplines.

Development Workflow

Step 1: Define the Phenomenon

• •Articulate the observation or question clearly
• •Identify what is known versus unknown
• •Establish the knowledge gap to address

Step 2: Ground in Literature

• •Search existing research using paper-search and lit-review skills
• •Identify relevant theories and prior findings
• •Note contradictions or unexplained patterns

Step 3: Synthesize Evidence

• •Integrate findings across sources
• •Map the current state of knowledge
• •Pinpoint specific gaps your hypothesis could address

Step 4: Generate Competing Explanations

• •Develop 3-5 distinct mechanistic hypotheses
• •Ensure each offers a different explanation
• •Consider null and alternative framings

Step 5: Evaluate Hypothesis Quality

Assess each hypothesis against criteria:

• •Testability: Can it be empirically examined?
• •Falsifiability: What would disprove it?
• •Explanatory scope: How much does it explain?
• •Parsimony: Is it appropriately simple?
• •Consistency: Does it align with established knowledge?

Step 6: Design Experimental Tests

• •Propose specific experiments for each hypothesis
• •Identify required methods and resources
• •Consider feasibility and ethical constraints

Step 7: Formulate Predictions

• •Generate quantitative, testable predictions
• •Specify expected outcomes under each hypothesis
• •Define criteria for supporting or rejecting

Step 8: Document Systematically

• •Structure output for clarity and rigor
• •Include competing hypotheses with rationales
• •Present experimental roadmap

Quality Standards

Strong hypotheses must be:

• •Evidence-based: Grounded in prior research
• •Testable: Amenable to empirical investigation
• •Mechanistic: Explaining how/why, not just what
• •Specific: Clear enough to guide experiments
• •Falsifiable: Capable of being proven wrong

Output Structure

Executive Summary

Brief overview of the question and leading hypotheses

Competing Hypotheses Section

Present each hypothesis with:

• •Clear statement
• •Supporting evidence
• •Mechanistic explanation
• •Distinguishing predictions

Experimental Roadmap

• •Prioritized tests
• •Required resources
• •Decision criteria

Literature Foundation

Comprehensive citations supporting the analysis (aim for 30-50+ sources for thorough work)

Integration

Works alongside:

• •paper-search for literature discovery
• •lit-review for evidence synthesis
• •academic-writing for manuscript preparation