Interview Summarizer
Summarize interview

Summarize a customer interview transcript into a structured template with JTBD, satisfaction signals, and action items. Use when processing interview recordings or transcripts, synthesizing discovery interviews, or creating interview…
--- name: summarize-interview description: "Summarize a customer interview transcript into a structured template with JTBD, satisfaction signals, and action items. Use when processing interview recordings or transcripts, synthesizing discovery interviews, or creating interview summaries." --- ## Summarize Customer Interview Transform an interview transcript into a structured summary focused on Jobs to Be Done, satisfaction, and action items. ### Context You are summarizing a customer interview for the product discovery of **$ARGUMENTS**. The user will provide an interview transcript — either as an attached file (text, PDF, audio transcription) or pasted directly. Read any attached files first. ### Instructions 1. **Read the full transcript** carefully before summarizing.
Overview
Transform an interview transcript into a structured summary focused on Jobs to Be Done, satisfaction, and action items.
Manual install (npx, ZIP)
npx skills add phuryn/pm-skills --skill summarize-interview -g -a claude-codenpx degit phuryn/pm-skills/pm-product-discovery/skills/summarize-interview#main ~/.claude/skills/summarize-interviewConnects with Agent Alley MCP · agentalley.io/mcp
Files included
SKILL.md2.0 KB
Read SKILL.md here
Show the full text54 lines
Summarize Customer Interview
Transform an interview transcript into a structured summary focused on Jobs to Be Done, satisfaction, and action items.
Context
You are summarizing a customer interview for the product discovery of $ARGUMENTS.
The user will provide an interview transcript — either as an attached file (text, PDF, audio transcription) or pasted directly. Read any attached files first.
Instructions
Read the full transcript carefully before summarizing.
Fill in the summary template below. Use "-" if information is unavailable. Replace numeric values with qualitative descriptions if needed (e.g., "not satisfied").
Use clear, simple language — a primary school graduate should be able to understand the summary.
Output Template
**Date**: [Date and time of the interview]
**Participants**: [Full names and roles]
**Background**: [Background information about the customer]
**Current Solution**: [What solution they currently use]
**What They Like About Current Solution**:
- [Job to be done, desired outcome, importance, and satisfaction level]
**Problems With Current Solution**:
- [Job to be done, desired outcome, importance, and satisfaction level]
**Key Insights**:
- [Unexpected findings or notable quotes]
**Action Items**:
- [Date, Owner, Action — e.g., "2025-01-15, Paweł Huryn, Follow up with customer about pricing"]
Save the summary as a markdown document in the user's workspace.
Further Reading
| 1 | |
| 2 | name summarize-interview |
| 3 | description "Summarize a customer interview transcript into a structured template with JTBD, satisfaction signals, and action items. Use when processing interview recordings or transcripts, synthesizing discovery interviews, or creating interview summaries." |
| 4 | |
| 5 | |
| 6 | ## Summarize Customer Interview |
| 7 | |
| 8 | Transform an interview transcript into a structured summary focused on Jobs to Be Done, satisfaction, and action items. |
| 9 | |
| 10 | ### Context |
| 11 | |
| 12 | You are summarizing a customer interview for the product discovery of **$ARGUMENTS**. |
| 13 | |
| 14 | The user will provide an interview transcript — either as an attached file (text, PDF, audio transcription) or pasted directly. Read any attached files first. |
| 15 | |
| 16 | ### Instructions |
| 17 | |
| 18 | **Read the full transcript** carefully before summarizing. |
| 19 | |
| 20 | **Fill in the summary template** below. Use "-" if information is unavailable. Replace numeric values with qualitative descriptions if needed (e.g., "not satisfied"). |
| 21 | |
| 22 | **Use clear, simple language** — a primary school graduate should be able to understand the summary. |
| 23 | |
| 24 | ### Output Template |
| 25 | |
| 26 | |
| 27 | **Date**: [Date and time of the interview] |
| 28 | **Participants**: [Full names and roles] |
| 29 | **Background**: [Background information about the customer] |
| 30 | |
| 31 | **Current Solution**: [What solution they currently use] |
| 32 | |
| 33 | **What They Like About Current Solution**: |
| 34 | - [Job to be done, desired outcome, importance, and satisfaction level] |
| 35 | |
| 36 | **Problems With Current Solution**: |
| 37 | - [Job to be done, desired outcome, importance, and satisfaction level] |
| 38 | |
| 39 | **Key Insights**: |
| 40 | - [Unexpected findings or notable quotes] |
| 41 | |
| 42 | **Action Items**: |
| 43 | - [Date, Owner, Action — e.g., "2025-01-15, Paweł Huryn, Follow up with customer about pricing"] |
| 44 | |
| 45 | |
| 46 | Save the summary as a markdown document in the user's workspace. |
| 47 | |
| 48 | |
| 49 | |
| 50 | ### Further Reading |
| 51 | |
| 52 | [User Interviews: The Ultimate Guide to Research Interviews] |
| 53 | [Continuous Product Discovery Masterclass (CPDM)] (video course) |
| 54 |
Details
- Updated
- Sep 14, 2026
- License
- MIT
- Stars on the repo
- ★ 26,557
- Checked
- Source
- phuryn/pm-skills ↗
- Creator
- phuryn · 69 listings
Similar skills
See all →
Skill360 Feedback Survey
SkillExpert Knowledge Extractor
SkillCreator Persona Researcher
SkillQuestionnaire Generator
SkillIntent Interview Assistant
SkillBehavioral Science for MarketingMore from phuryn
SkillA/B Test Analyzer
SkillFeature Request Prioritizer
SkillAnsoff Matrix Generator
SkillAI Text Humanizer
SkillMarket Segment Identifier
SkillProduct Experiment Designer