Synthesize Research
Skill ActiveSynthesize user research from interviews, surveys, and feedback into structured insights. Use when you have a pile of interview notes, survey responses, or support tickets to make sense of, need to extract themes and rank findings by frequency and impact, or want to turn raw feedback into roadmap recommendations.
Transform raw user research data into actionable insights and recommendations to inform product strategy and development.
Features
- Synthesizes research from multiple sources (text, files)
- Extracts key observations, quotes, behaviors, and pain points
- Identifies themes and patterns using thematic analysis and affinity mapping
- Generates structured research overviews, key findings, and recommendations
- Assists in persona development and opportunity sizing
Use Cases
- Making sense of a large volume of interview notes or survey responses
- Extracting key themes and ranking findings by frequency and impact
- Turning raw user feedback into actionable roadmap recommendations
- Developing evidence-based user personas from research data
Non-Goals
- Conducting new user research or interviews
- Performing statistical analysis on raw quantitative data (beyond basic counts)
- Replacing dedicated analytics or BI tools
- Generating marketing copy or sales pitches directly from raw feedback
Workflow
- Gather research inputs (pasted text, files)
- Process research data (observations, quotes, behaviors)
- Identify themes and patterns (frequency, impact)
- Generate structured synthesis (overview, findings, recommendations)
- Review and extend synthesis (refine, create artifacts)
Practices
- Research synthesis
- Data analysis
- Persona development
Trust
- warning:Issues Attention29 issues opened, 4 closed in the last 90 days, indicating slow response to opened issues.
Installation
First, add the marketplace
/plugin marketplace add anthropics/knowledge-work-plugins/plugin install product-management@knowledge-work-pluginsQuality Score
Trust Signals
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