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summarize-interview

Summarize interview transcripts into structured themes, quotes, and action items.

3|Updated Mar 28, 2026
Search Tags:#insights#interview#themes#ux-research#summarize#quotes#action-items
One-click install
npx skills add https://github.com/hulusi-tunc/unicorn-skills --skill summarize-interview-hulusi-tunc
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: summarize-interview
Source: https://github.com/hulusi-tunc/unicorn-skills/tree/main/.claude/skills/design-research--summarize-interview
Command: npx skills add https://github.com/hulusi-tunc/unicorn-skills --skill summarize-interview-hulusi-tunc

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Analyzing interview transcripts manually is time-consuming and prone to bias. This Skill provides a repeatable, structured approach to distill transcripts into clear insights, themes, and recommended actions.

Core Features & Use Cases

  • Structured summaries including participant profiles, key themes, jobs-to-be-done, pains, workarounds, delighters, quotes, and surprises.
  • Quotes extraction to preserve verbatim statements for stakeholder reporting.
  • Actionable outputs with prioritized recommendations and follow-up research items.

Quick Start

Paste or upload your interview transcript and I will generate a structured summary with themes, quotes, and action items.

Frequently Asked Questions about summarize-interview

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I extract themes and quotes from interview transcripts?▼

Interview transcript analysis extracts structured insights by identifying themes, jobs-to-be-done, pains, workarounds, delighters, and notable verbatim quotes. This process transforms raw qualitative data into deterministic, actionable summaries for product and design research.

How do I summarize UX research interviews into action items?▼

Summarizing UX research interviews into action items involves structuring transcript data into prioritized recommendations. It extracts explicit action items, per-insight confidence indicators, and follow-up research items to drive product decisions.

What is the best way to identify jobs-to-be-done and user pains from qualitative interviews?▼

Identifying jobs-to-be-done and user pains from qualitative interviews requires mapping participant statements to structured frameworks. It categorizes pains with severity levels, workarounds, and delighters to provide a repeatable, bias-resistant approach to distilling insights.

Can I process multiple interview transcripts to generate structured participant profiles and insights?▼

Processing interview transcripts generates structured participant profiles alongside insights. It outputs frontmatter-driven data including themes, confidence indicators, and surprises, ensuring a deterministic summary across qualitative research workflows.

What format should interview transcripts be in for generating structured research summaries?▼

Interview transcripts can be pasted or uploaded directly to generate structured research summaries. The process accepts raw transcript text to extract participant profiles, pains, workarounds, delighters, and explicit action items.

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