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Design and analyze surveys for product validation and user research: PMF, NPS, feature validation, onboarding feedback, exit surveys, and statistical analysis o
Survey Design is a product-management-focused skill that helps agents design, generate, and analyze surveys for product validation. It covers creating PMF (Sean Ellis) tests, NPS/CSAT surveys, feature validation questionnaires, onboarding feedback, and churn/exit surveys. The skill also provides guidance on question engineering (unbiased wording, response scales, branching and skip logic) and on analyzing response data with segmentation and statistical confidence.
Use this skill when you need to validate hypotheses about product-market fit, measure user sentiment (NPS/CSAT), test feature demand, or analyze collected survey responses to extract actionable recommendations. It suits workflows where an agent composes surveys, prepares them for deployment, or ingests response datasets for analysis.
Agents that run data-processing or orchestration tasks (Claude Code-style agents, Codex/Copilot with scripting abilities) and teams integrating with survey platforms or statistical libraries.
This skill has not been reviewed by our automated audit pipeline yet.
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