validation-interview

validation-interview is a skill for Claude Code, Codex from uthumany/uthy-legacy-os. It costs 29 tokens per session (1,043 once invoked), scanned A, original, MIT.

A guide to interviewing customers about a proposed product idea or prototype before building it. It focuses on validation interviews, which test whether a solution is understandable and useful.

In plain words
What is it for?
Use it to plan concept tests, prototype tests, or Wizard of Oz interviews with potential users.
Why use it?
It helps uncover usability problems and incorrect assumptions before investing in development.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to plan concept tests, prototype tests, or Wizard of Oz interviews with potential users.

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Install with agentmods
npx agentmods add skills/uthumany/uthy-legacy-os/validation-interview
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 uthumany/uthy-legacy-os --skill validation-interview
Clone the repo
git clone --depth 1 https://github.com/uthumany/uthy-legacy-os

Made for: Claude Code, Codex.

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 validation-interview

README.md
[![agentmods](https://agentmods.dev/badge/skills/uthumany/uthy-legacy-os/validation-interview.svg)](https://agentmods.dev/skills/uthumany/uthy-legacy-os/validation-interview)
Your own site
<a href="https://agentmods.dev/skills/uthumany/uthy-legacy-os/validation-interview"><img src="https://agentmods.dev/badge/skills/uthumany/uthy-legacy-os/validation-interview.svg" alt="Measured on agentmods" height="20"></a>
Per session 29 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,043 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 original No closer match found 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 $0.00029 $0.01043
Opus 5 $0.00015 $0.00522
Sonnet 5 $0.00006 $0.00209
Haiku 4.5 $0.00003 $0.00104

Measured 8d ago against content hash adcf143b766b, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

validation-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 8d 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.

skills/solution-exploration/validation-interview/SKILL.md · 107 lines

How it starts

The opening of the file, as written. The whole thing — 107 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Validation Interview

Overview

Validation interviews are not the same as discovery interviews. In discovery, you explore the problem. In validation, you present a proposed solution and gauge whether it works. This skill covers concept testing, prototype testing, and usability interview techniques.

When to Use

  • You have a prototype or concept to test with real users
  • You need to validate assumptions before committing to build
  • You want to catch usability issues before shipping
  • You're practicing continuous discovery — testing solutions as you design them
  • Don't use for: early-stage discovery (use customer-interviews skill), quantitative validation (use A/B tests), or sales demos (different goal)

Instructions

1. Prepare the Interview

Define the goal: What specific assumptions are you testing?

Choose the method:

  • Concept test: Show a description or mockup. Test desirability and comprehension.
  • Prototype test: Let them use an interactive prototype. Test usability and flow.
  • Wizard of Oz: Pretend the product works. Test the core value hypothesis.

Write the script:

  • Opening: "I'm going to show you something we're thinking about building. I want your honest reaction — negative feedback is more valuable than positive."
  • For each concept: "Here's the idea. What do you think this does?"
  • For prototypes: "I'd like you to try completing [task]. Please think aloud as you go."
  • Closing: "If this existed today, would you use it? Why or why not?"

2. Conduct the Interview

Do:

  • Let users explore freely before explaining
  • Ask "What would you expect to happen next?"
  • Pay attention to body language and hesitation
  • Encourage criticism: "What's wrong with this?"

Don't:

  • Lead the user through the interface
  • Explain what they missed (until after testing)
  • Get defensive about your design
  • Ask "Do you like it?" (production bias)
  • Over-explain the concept (if it needs explanation, that's a finding)

3. Watch for Warning Signs

Read the full file on GitHub · 107 lines

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. 8d ago First seen · 107 lines · 29 tokens per session scan A adcf143b766b

Subscribe to this mod's changes

validation-interview is a skill published in the GitHub repository uthumany/uthy-legacy-os (5 stars, last pushed 3mo ago), licensed MIT. It adds 29 tokens to every session and 1,043 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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