hypothesis-generation

SUMMARY

What it does

This Agent Skill provides a structured workflow for scientific hypothesis generation. It guides users through defining research questions, generating rival hypotheses, specifying causal estimands, deriving discriminating predictions, operationalizing measurements, and creating preregistration-ready analysis plans. The skill emphasizes evidence-bounded reasoning, safety gates, and human accountability. It includes local, deterministic CLI tools for validating hypothesis records, operationalization checklists, prediction matrices, claim language, falsification controls, evidence ledgers, and preregistration scaffolds. The skill is designed for research contexts and explicitly avoids scoring or selecting hypotheses.