discover-interview-synthesis

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Translated

Synthesizes user research interviews into actionable insights, patterns, and recommendations. Use after conducting user interviews, customer calls, or usability sessions to extract and communicate findings.

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Sourceproduct-on-purpose/pm-skills

Added on2026-04-05

NPX Install

npx skill4agent add product-on-purpose/pm-skills discover-interview-synthesis

SKILL.md Content

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Interview Synthesis

An interview synthesis transforms raw user research data into structured insights that drive product decisions. Rather than simply listing what participants said, a good synthesis identifies patterns across conversations, connects observations to underlying user needs, and translates findings into actionable recommendations.

When to Use

After completing a round of user interviews (typically 5+ participants)
Following customer discovery calls or sales feedback sessions
After usability testing sessions to consolidate observations
When stakeholders need a summary of research findings
Before ideation sessions to ground the team in user reality

Instructions

When asked to synthesize interview findings, follow these steps:

Gather the Raw Material Collect all interview notes, transcripts, or recordings. Ensure you have data from at least 3 participants to identify meaningful patterns. Note the research objective and methodology used.
Create Participant Profiles Document each participant with relevant context: their role, segment, tenure, and any notable characteristics. This helps readers assess the representativeness of findings.
Identify Recurring Themes Read through all notes and tag observations by topic. Look for themes that appear across multiple participants (ideally 3+). Distinguish between frequently mentioned topics and one-off comments.
Extract Meaningful Quotes Capture 3-5 verbatim quotes per theme that powerfully illustrate the insight. Good quotes are specific, emotional, or particularly articulate. Always attribute quotes to participant IDs.
Synthesize into Insights Transform themes into insight statements. An insight goes beyond observation ("users mentioned X") to interpretation ("users need Y because of Z"). Connect what you heard to why it matters.
Formulate Recommendations Based on the insights, propose prioritized actions. Each recommendation should tie directly to an insight. Note confidence level based on strength of evidence.
Document Limitations Acknowledge what you didn't learn, sample biases, or areas needing further research. Honest limitations increase credibility.

Output Format

Use the template in

references/TEMPLATE.md

to structure the output.

Quality Checklist

Before finalizing, verify:

Themes are supported by evidence from 3+ participants
Quotes are verbatim and attributed to participant IDs
Insights explain "why" not just "what"
Recommendations are specific and actionable
Participant identities are protected (no PII)
Limitations and biases are acknowledged

Examples

See

references/EXAMPLE.md

for a completed example.