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summarize-interview

Summarize a customer interview transcript into a structured template with JTBD, satisfaction signals, and action items.

Skill by phuryn

IndexedMIT★ 27,348
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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/phuryn-summarize-interview

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

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.

Use cases: note-taking

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

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  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/summarize-interview

What's inside

Skill 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.
License
MIT
Instructions
50 lines in SKILL.md · view on GitHub

Files (1)

  • SKILL.md

SKILL.md (first 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

1. **Read the full transcript** carefully before summarizing.

2. **Fill in the summary template** below. Use "-" if information is unavailable. Replace numeric values with qualitative descriptions if needed (e.g., "not satisfied").

3. **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

- [User Interviews: The Ultimate Guide to Research Interviews](https://www.productcompass.pm/p/interviewing-customers-the-ultimate)
- [Continuous Product Discovery Masterclass (CPDM)](https://www.productcompass.pm/p/cpdm) (video course)

From phuryn/pm-skills, MIT.

More from phuryn/pm-skills

Signals

Stars
27,348
Forks
2,825
Open issues
29
Last commit (this folder)
Mar 3, 2026 (7 months ago)
Last release
Oct 10, 2026 (18 days ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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Cite this page

summarize-interview skill. Agent Mart. https://agentmart.dev/skills/phuryn-summarize-interview (last updated 2026-10-24)