discovery-interview-prep

Create unbiased interview plans to validate user needs and churn reasons.

11|3|Updated Jan 22, 2026
One-click install
npx skills add https://github.com/sarahxu0205/myskills --skill discovery-interview-prep-sarahxu0205
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: discovery-interview-prep
Source: https://github.com/sarahxu0205/myskills/tree/main/discovery-interview-prep
Command: npx skills add https://github.com/sarahxu0205/myskills --skill discovery-interview-prep-sarahxu0205

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It helps you design user exploration interviews that produce actionable insights instead of biased, surface-level feedback.

Core Features & Use Cases

  • Structured preparation flow: Collect background, define research goals, select target users, set constraints, and choose the right interview method.
  • Method-specific question guidance: Covers problem validation, JTBD-style work discovery, switching interviews, and timeline/journey approaches.
  • Bias-avoidance playbook: Identifies common pitfalls (leading questions, confirmation bias, solution-first questioning) and provides countermeasures.
  • Reusable artifacts: Includes an interview outline, core question list, and a post-interview recording template with success criteria.

Quick Start

Tell the AI what product you are exploring, your current assumptions, and what you need to validate, and ask it to generate a complete interview plan with goals, target user definition, method choice, and core questions that avoid bias.

Frequently Asked Questions about discovery-interview-prep

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

FAQPage Schema
How do I prepare a user interview plan that avoids leading questions and confirmation bias?

To avoid leading questions and confirmation bias in a user interview plan, you define research objectives, select a method like problem validation, and generate behavior-focused core questions using a bias-avoidance playbook.

What is the best way to conduct discovery research for churn analysis and non-adoption?

The best way to conduct discovery research for churn analysis is by running a small set of high-signal switching interviews that validate user needs and uncover the specific reasons behind product non-adoption.

How do I validate user needs and test pre-build assumptions before development?

You validate user needs and test pre-build assumptions by creating an unbiased interview plan using JTBD-style work discovery or problem validation methods to ensure feedback is actionable rather than surface-level.

When do I need to use structured interview methods like JTBD or timeline approaches for product discovery?

You need structured interview methods like JTBD or timeline approaches for product discovery when you must validate specific user needs, conduct market re-positioning, or test pre-build assumptions with a constrained target user group.

What are common pitfalls when designing user exploration interviews and how can I prevent them?

Common pitfalls when designing user exploration interviews include solution-first questioning and confirmation bias, which you prevent by applying a countermeasure workflow that specifies behavior-focused questions and a structured recording template.