/research-synthesis

> If you see unfamiliar placeholders or need to check which tools are connected, see 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

## 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
[High priority] — [Why, based on which findings]
[Medium priority] — [Why]
[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

• Include raw quotes — Direct participant quotes make insights credible and memorable.
• Separate observations from interpretations — "5 of 8 users clicked the wrong button" is an observation. "The button placement is confusing" is an interpretation.
• Quantify where possible — "Most users" is vague. "7 of 10 users" is specific.