research-synthesis

# /research-synthesis > If you see unfamiliar placeholders or need to check which tools are connected, see [CONNECTORS.md](../../CONNECTORS.md). Synthesize user research data into actionable insights. See the **user-research** skill for research methods, interview guides, and analysis frameworks. ## Usage ``` /research-synthesis $ARGUMENTS ``` ## What I Accept - Interview transcripts or notes - Survey results (CSV, pasted data) - Usability test recordings or notes - Support tickets or feedback - NPS/CSAT responses - App store reviews ## Output ```markdown ## Research Synthesis: [Study Name] **Method:** [Interviews / Survey / Usability Test] | **Participants:** [X] **Date:** [Date range] | **Researcher:** [Name] ### Executive Summary [3-4 sentence overview of key findings] ### Key Themes #### Theme 1: [Name] **Prevalence:** [X of Y participants] **Summary:** [What this theme is about] **Supporting Evidence:** - "[Quote]" — P[X] - "[Quote]" — P[X] **Implication:** [What this means for the product] #### Theme 2: [Name] [Same format] ### Insights → Opportunities | Insight | Opportunity | Impact | Effort | |---------|-------------|--------|--------| | [What we learned] | [What we could do] | High/Med/Low | High/Med/Low | ### User Segments Identified | Segment | Characteristics | Needs | Size | |---------|----------------|-------|------| | [Name] | [Description] | [Key needs] | [Rough %] | ### Recommendations 1. **[High priority]** — [Why, based on which findings] 2. **[Medium priority]** — [Why] 3. **[Lower priority]** — [Why] ### Questions for Further Research - [What we still don't know] ### Methodology Notes [How the research was conducted, any limitations or biases to note] ``` ## If Connectors Available If **~~user feedback** is connected: - Pull support tickets, feature requests, and NPS responses to supplement research data - Cross-reference themes with real user complaints and requests If **~~product analytics** is connected: - Validate qualitative findings with usage data and behavioral metrics - Quantify the impact of identified pain points If **~~knowledge base** is connected: - Search for prior research studies and findings to compare against - Publish the synthesis to your research repository ## Tips 1. **Include raw quotes** — Direct participant quotes make insights credible and memorable. 2. **Separate observations from interpretations** — "5 of 8 users clicked the wrong button" is an observation. "The button placement is confusing" is an interpretation. 3. **Quantify where possible** — "Most users" is vague. "7 of 10 users" is specific.