summarize-interview

Summarize interview transcripts into structured markdown discovery reports with action items.

5|2|Updated Mar 27, 2026
One-click install
npx skills add https://github.com/tarunccet/pm-skills --skill summarize-interview-tarunccet
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: summarize-interview
Source: https://github.com/tarunccet/pm-skills/tree/main/pm-product-discovery/skills/summarize-interview
Command: npx skills add https://github.com/tarunccet/pm-skills --skill summarize-interview-tarunccet

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Converts raw customer interview transcripts or transcriptions into a concise, structured summary that highlights jobs-to-be-done, satisfaction signals, key insights, and clear follow-up actions to accelerate product discovery and decision-making.

Core Features & Use Cases

  • Structured Summaries: Produces a markdown report with date, participants, background, current solution, likes, problems, key insights, and action items.
  • JTBD & Sentiment Focus: Extracts Jobs-to-Be-Done, desired outcomes, importance and satisfaction cues, and notable quotes.
  • Context-aware Validation: Identifies missing context and asks targeted clarification questions before completing the summary.
  • Use Case: Process interview recordings or pasted transcripts from discovery sessions to generate ready-to-share research notes for product teams.

Quick Start

Summarize the attached interview transcript for product discovery, extracting JTBD, satisfaction signals, key insights, and recommended 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 summarize an interview transcript for product discovery?

To summarize an interview transcript for product discovery, the tool extracts jobs-to-be-done, satisfaction signals, and action items, generating a structured markdown report with key insights and recommended next steps.

Can I extract jobs-to-be-done and action items from user research transcripts?

Yes, you can extract jobs-to-be-done and action items from user research transcripts. The tool processes pasted conversation logs or audio transcriptions to identify desired outcomes, importance cues, and clear follow-up actions.

What is the best way to turn customer conversation logs into structured research notes?

The best way to turn customer conversation logs into structured research notes is applying a summarization framework that outputs a markdown report featuring date, participants, background, current solutions, likes, problems, and key insights.

Does the summarization process work with raw audio transcriptions?

Yes, the summarization process works with raw audio transcriptions. It is designed to handle transcribed audio from discovery sessions, converting the text into ready-to-share research notes for product teams.

How does it handle missing context in an interview transcript?

It handles missing context in an interview transcript by applying context-aware validation, which identifies gaps in the conversation and asks targeted clarification questions before completing the final summary.