survey-design

# Survey Design Skill ## Overview Specialized skill for designing and analyzing surveys for product validation. Enables product teams to gather structured feedback through well-designed surveys and interpret results with statistical rigor. ## Capabilities ### Survey Design - Design PMF surveys (Sean Ellis test) - Create NPS survey implementations - Build feature validation surveys - Generate survey question banks - Design onboarding feedback surveys - Create churn exit surveys ### Question Engineering - Write unbiased survey questions - Design appropriate response scales - Create skip logic and branching - Optimize question order - Balance survey length vs completion ### Analysis - Analyze survey response data - Calculate statistical confidence in results - Segment analysis by user attributes - Identify response patterns and themes - Generate actionable insights from data ## Target Processes This skill integrates with the following processes: - `product-market-fit.js` - PMF survey design and analysis - `beta-program.js` - Beta participant surveys - `customer-advisory-board.js` - CAB feedback collection - `jtbd-analysis.js` - Jobs-based survey questions ## Input Schema ```json { "type": "object", "properties": { "surveyType": { "type": "string", "enum": ["pmf", "nps", "csat", "feature-validation", "exit", "onboarding", "custom"], "description": "Type of survey to design" }, "objective": { "type": "string", "description": ...