summarize-interview

Convert customer interview transcripts into structured JTBD summaries with action items.

Updated Aug 10, 2026
One-click install
npx skills add https://github.com/Choi-Keith/skill-arsenal-ultra --skill summarize-interview-choi-keith
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: summarize-interview
Source: https://github.com/Choi-Keith/skill-arsenal-ultra/tree/main/plugins/pm-skills/pm-product-discovery/skills/summarize-interview
Command: npx skills add https://github.com/Choi-Keith/skill-arsenal-ultra --skill summarize-interview-choi-keith

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Raw customer interview transcripts are long and unstructured, making it hard for product teams to extract consistent insights about customer needs, satisfaction, and follow-up actions. ## Core Features & Use Cases - Structured Summary Template: Organizes interview content into a fixed template covering background, current solution, likes, problems, key insights, and action items. - JTBD Framing: Captures each point as a job to be done with desired outcome, importance, and satisfaction level. - Action Item Tracking: Records dated, owner-assigned follow-ups so insights turn into concrete next steps. - Use Case: After a 45-minute discovery call, paste the transcript and receive a plain-language markdown summary your whole team can read and act on. ## Quick Start Summarize the attached customer interview transcript into the structured JTBD template and save it as a markdown file in my workspace.

Frequently Asked Questions about summarize-interview

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

FAQPage Schema
How do I summarize a customer interview transcript?

Provide the full transcript as an attachment or pasted text, and the skill fills a structured template covering background, current solution, likes, problems, key insights, and action items. Missing information is marked with a dash.

What is the JTBD format for interview summaries?

JTBD frames each finding as a job to be done with a desired outcome, importance rating, and satisfaction level. This skill applies that framing to both what customers like and what problems they face with their current solution.

Can I summarize audio interview recordings?

The skill accepts audio transcriptions as input, so you need to transcribe the recording first using a transcription tool. Once you have the text, paste it or attach it for summarization.

What happens when interview information is missing?

Unavailable fields are filled with a dash, and qualitative descriptions can replace numeric values, such as writing dissatisfied instead of a satisfaction score. The summary still follows the full template structure.

Where is the interview summary saved?

The finished summary is saved as a markdown document in your workspace, making it easy to share with the team or reference in later product discovery work.