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summarize-interview

summarize-interview is a skill for Claude Code from yuusakuri/agent-skills. It costs 46 tokens per session (429 once invoked), scanned A, a copy of summarize-interview, MIT.

A template for turning a customer interview transcript into structured notes about the customer's goals, satisfaction, problems, and requested actions. Customer interviews are conversations used to learn how people experience a product or service.

In plain words
What is it for?
Use it to summarise recorded or written customer interviews during product research. It creates a consistent format for comparing interviews and planning next steps.
Why use it?
It removes the need to sort a long transcript by hand. The result makes useful patterns and follow-up work easier to find.

Skill for Claude Code

Written for Claude Code: $ARGUMENTS substitution.

not rated 2repo 14d ago A scan 46 tokens copy · 100% MIT

Good fit Use it to summarise recorded or written customer interviews during product research. It creates a consistent format for comparing interviews and planning next steps.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/yuusakuri/agent-skills/summarize-interview
View source ↗ yuusakuri/agent-skills
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add yuusakuri/agent-skills --skill summarize-interview
Clone the repo
git clone --depth 1 https://github.com/yuusakuri/agent-skills

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for summarize-interview

README.md
[![agentmods](https://agentmods.dev/badge/skills/yuusakuri/agent-skills/summarize-interview/github.svg)](https://agentmods.dev/skills/yuusakuri/agent-skills/summarize-interview)
Your own site
<a href="https://agentmods.dev/skills/yuusakuri/agent-skills/summarize-interview"><img src="https://agentmods.dev/badge/skills/yuusakuri/agent-skills/summarize-interview/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for summarize-interview

Your own site · 80×15
<a href="https://agentmods.dev/skills/yuusakuri/agent-skills/summarize-interview"><img src="https://agentmods.dev/badge/skills/yuusakuri/agent-skills/summarize-interview.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 46 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 429 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin 100% copy Near-identical to another mod in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00046 $0.00429
Opus 5.5 $0.00018 $0.00172
Sonnet 5.5 $0.00009 $0.00086
Haiku 4.5 $0.00005 $0.00043

Measured 2mo ago against content hash 5a2a0c8257f5, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

summarize-interview scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

100% identical to summarize-interview — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

skills/summarize-interview/SKILL.md · 54 lines

What it actually says

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

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2mo ago First seen · 54 lines · 46 tokens per session scan A 5a2a0c8257f5

Subscribe to this mod's changes

summarize-interview is a skill published in the GitHub repository yuusakuri/agent-skills (2 stars, last pushed 14d ago), licensed MIT. It adds 46 tokens to every session and 429 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 100% identical to summarize-interview, differing in 0 lines, and is treated as a copy.

Research
Related

summarize-interview compared with skills from other repositories

summarize-interview next to 6 skills from other repositories
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