interview

Identify user intent and validate assumptions before acting.

Updated Apr 7, 2026
One-click install
npx skills add https://github.com/Moh-Tayyab/youtube-automation --skill interview-moh-tayyab
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: interview
Source: https://github.com/Moh-Tayyab/youtube-automation/tree/main/.claude/skills/interview
Command: npx skills add https://github.com/Moh-Tayyab/youtube-automation --skill interview-moh-tayyab

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps teams avoid building the wrong thing by surfacing WHY behind WHAT, validating assumptions, and aligning on an approach before taking action.

Core Features & Use Cases

  • Discovers intent behind surface requests (WHY) and surfaces underlying assumptions
  • Validates assumptions before acting and explores multiple solution paths
  • Reaches mutual agreement on problem and solution across contexts like software, documents, brainstorming, and automation

Quick Start

Ask clarifying questions to uncover WHY and align on the approach before taking action.

Frequently Asked Questions about interview

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

FAQPage Schema
How do I clarify user intent before building a feature?

To clarify user intent before building, use structured questioning to surface the WHY behind requests, validate assumptions, and reach mutual agreement on the problem and solution approach.

What is the best way to surface assumptions during ambiguous brainstorming requests?

The best way to surface assumptions during ambiguous brainstorming is to ask targeted clarifying questions that explore underlying intent, validate assumptions, and align on the approach before taking action.

How do I prevent building the wrong software when given a vague task?

To prevent building the wrong software from a vague task, identify the underlying intent, surface hidden assumptions, explore multiple solution paths, and reach mutual agreement before proceeding with development.

When do I need to use intent discovery for AI alignment?

You need intent discovery for AI alignment during explicit invocations, ambiguous tasks, or brainstorming requests to ensure the approach matches user expectations and validates the WHY behind the WHAT.

Does intent clarification work for document creation and automation workflows?

Intent clarification works across document creation, software, and automation workflows by validating assumptions, exploring options, and reaching mutual agreement on the problem and solution before execution.

Why does asking clarifying questions help align on a solution approach?

Asking clarifying questions helps align on a solution approach by uncovering the underlying WHY, surfacing hidden assumptions, exploring multiple solution paths, and ensuring mutual agreement before taking action.