interview-me

Guide one-question-at-a-time interviews to clarify underspecified requirements.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/hodinhtuankiet/screening-resume-recruitment --skill interview-me-hodinhtuankiet
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: interview-me
Source: https://github.com/hodinhtuankiet/screening-resume-recruitment/tree/main/.claude/skills/interview-me
Command: npx skills add https://github.com/hodinhtuankiet/screening-resume-recruitment --skill interview-me-hodinhtuankiet

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps uncover true user intent when requests are underspecified by guiding a one-question-at-a-time interview until high confidence about underlying goals is reached.

Core Features & Use Cases

  • Adaptive questioning: prompts targeted clarifications one question at a time to reveal missing context.
  • Hypothesis-driven: records initial hypotheses and updates them as responses unfold.
  • Intent validation: stops at ~95% confidence, enabling downstream planning and decision-making.

Quick Start

Start an interview session by stating your initial hypothesis and confidence, then ask the first clarifying question.

Frequently Asked Questions about interview-me

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

FAQPage Schema
How do I clarify underspecified product management requirements from stakeholders?

You extract true user needs by conducting a one-question-at-a-time interview. This process iteratively probes the who, why, and success criteria behind underspecified requests until reaching ~95% confidence about the underlying goals.

What is the best way to validate true user intent for an underspecified request?

The best way to validate true user intent is using a hypothesis-driven interview process. You state an initial hypothesis with a confidence score, ask targeted clarifying questions sequentially, and update the hypothesis until you reach ~95% confidence.

How do I start a requirements clarification session for vague project asks?

To start a requirements clarification session, state your initial hypothesis and confidence score regarding the request, then ask your first single clarifying question. The process enforces explicit restatement before proceeding to downstream work.

When do I need a structured interview process for product requirements?

You need a structured interview process for product requirements when facing underspecified asks like 'design a dashboard' or 'build X'. It enforces disciplined probing to uncover missing context before committing to downstream planning and development.

What is the limitation of automated requirements clarification for product management?

A key limitation is the strict dependency on responder engagement, as the process requires explicit answers to sequential questions. It stops at ~95% confidence, meaning it formats intent for downstream work rather than generating the final product specifications.