Introduction
This skill turns a vague request to “understand users” into a bounded research study. It defines the question, target participants, method, sample, recruitment criteria, interview or test guide, recording approach, and analysis plan while addressing consent, privacy, bias, and time limits.
Use Cases
Use it for needs discovery, concept tests, usability studies, survey design, churn investigation, and post-launch evaluation. It selects interviews, observation, tests, or surveys according to the decision risk and states what the sample cannot represent.
Template
Provide the product decision, known assumptions, target users, schedule and budget, recruitment channels, existing evidence, and compliance needs. The output includes a study plan, screener, guide, tasks, note template, analysis framework, and reporting structure.
