Synthesize raw user research (interviews, surveys, feedback, support tickets) into themes, insights, and product implications. Use after a discovery round to turn qualitative data into actionable findings.
Synthesize the following user research: $ARGUMENTS
If no input is provided, stop and ask: "Paste the raw research input — interview notes, survey responses, feedback, or support tickets."
Summarize: source type (interviews / surveys / tickets), number of participants or data points, and any notable sampling gaps.
For each theme:
Interpret the themes. What do they mean for the product? An insight connects observed behavior to an underlying need or motivation.
Format: "[Observation] suggests [user need/motivation], which means [implication]."
Concrete recommendations for what to explore, validate, or build — ranked by confidence:
What did the research not answer? What would the next research round need to resolve?
Save the document to: product-documentation/research/
Filename format: YYYYMMDDTHHMMSSZ-<short-description>.md
Example: 20260226T143000Z-onboarding-research-synthesis.md
Use the current UTC timestamp and a 2–4 word kebab-case description of the research topic.
Save the completed document to:
product-documentation/research/YYYYMMDDTHHMMSSZ-<short-description>.md
Example: product-documentation/research/20260226T143000Z-onboarding-interview-round2.md
Use the current UTC timestamp and a 2–4 word kebab-case description of the research source or topic.