User Interview Insight Synthesizer Skill

Interview notes pile up, but a list of quotes does not tell you what to fix. Turn supplied transcripts into clear themes, evidence-backed pain points, and prioritized opportunities for your product or service.

What it does

• Finds themes: Groups related feedback while keeping meaningful differences visible.
• Explains pain points: Connects frustrations to tasks, consequences, and workarounds where the evidence supports them.
• Links findings to evidence: Includes supporting quotes, participant references, and confidence notes.
• Separates needs from requests: Distinguishes desired outcomes from suggestions for specific features.
• Prioritizes follow-ups: Proposes research and product opportunities without presenting recommendations as facts.

How it works

1. Supply interview transcripts or notes, plus participant labels if available.
2. Add your research question, product context, and any relevant constraints.
3. Receive a structured report covering themes, needs, behaviors, conflicting feedback, and priorities.
4. Use the evidence map and open questions to decide what to investigate next.

Works with

User interview transcripts, research notes, interview questions, participant segments, and existing research hypotheses supplied in the conversation.

Why use this skill

Spend less time sorting repeated comments and tracing findings back to interviews. Get a consistent research report that preserves disagreement and makes weak evidence easier to spot before it shapes a product decision.

Use cases

• Review onboarding interviews before planning improvements.
• Compare customer workflows and recurring workarounds.
• Prepare an evidence-backed product discovery summary.

Known limitations

Findings depend on the supplied material. Missing context and small samples limit confidence, and priorities remain tentative when impact or business criteria are unclear.