interview

Conduct discovery conversations to clarify user intent before taking action.

1|Updated Jan 10, 2026
One-click install
npx skills add https://github.com/Ameen-Alam/Personal-AI-Employee-system-Hackathon --skill interview
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: interview
Source: https://github.com/Ameen-Alam/Personal-AI-Employee-system-Hackathon/tree/main/.claude/skills/interview
Command: npx skills add https://github.com/Ameen-Alam/Personal-AI-Employee-system-Hackathon --skill interview

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill conducts discovery conversations to understand user intent and agree on approach before taking action, preventing misinterpretation and wasted effort.

Core Features & Use Cases

  • Surfaces and validates AI's assumptions before acting
  • Discovers INTENT behind surface requests (WHY) and clarifies goals
  • Works across contexts: software, brainstorming, recommendations, and clarifications

Quick Start

Ask clarifying questions to confirm intent whenever a request is ambiguous. Gather missing context and surface assumptions. Reach mutual agreement on the problem and the planned 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 starting software design work?

To clarify user intent before software design, conduct discovery conversations that surface assumptions, validate context, and reach mutual agreement on the problem and planned approach. This prevents misinterpretation and wasted effort on ambiguous requests.

What is the best way to validate assumptions during brainstorming sessions?

The best way to validate assumptions during brainstorming is to ask targeted clarifying questions that uncover the WHY behind surface requests, ensuring alignment on goals and approach before generating solutions or taking action.

When do I need to conduct a requirements discovery interview?

You need to conduct a requirements discovery interview whenever a request is ambiguous, could be misunderstood, or lacks clear context. It uncovers the WHY behind the request and achieves mutual agreement before proceeding with implementation.

Can I use clarifying questions to surface context for recommendations?

Yes, you can use clarifying questions to surface context for recommendations. The discovery process works across contexts including recommendations and clarifications, validating assumptions and confirming goals before delivering proposed solutions.

Why does misalignment happen when processing ambiguous requests?

Misalignment happens when processing ambiguous requests because hidden assumptions and unvalidated intent lead to acting on incorrect interpretations. Discovery conversations surface the true problem context and secure agreement before action is taken.

Does intent discovery work for both software design and general clarifications?

Yes, intent discovery works for software design, brainstorming, recommendations, and general clarifications. It standardizes the process of uncovering the WHY, validating assumptions, and reaching mutual agreement on problem definition across diverse contexts.