interview

Run research-powered interview rounds with web research and history logging.

1|Updated Feb 21, 2026
One-click install
npx skills add https://github.com/Ryan-Yongjoon-Lee/interview-with-ryan --skill interview-ryan-yongjoon-lee
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: interview
Source: https://github.com/Ryan-Yongjoon-Lee/interview-with-ryan/tree/main/skill
Command: npx skills add https://github.com/Ryan-Yongjoon-Lee/interview-with-ryan --skill interview-ryan-yongjoon-lee

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Research-powered interviewing workflow that actively searches the web, analyzes industry practices, and provides expert suggestions while challenging assumptions and preserving interview history across sessions.

Core Features & Use Cases

  • Active Web Research
  • Proactive Suggestions
  • Critical Probe System
  • Deep Thinking Checkpoints
  • 8+ Round Deep Interviews
  • Interview History
  • Ambiguity Intolerance
  • Dual Output to docs/specs and docs/interviews

Quick Start

Start a new interview session with a topic, and I will perform pre-interview web research and guide you through 8+ rounds.

Frequently Asked Questions about interview

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

FAQPage Schema
How do I conduct discovery interviews with web research and automatic history logging?

Discovery interviews use active web research to analyze industry practices and provide expert suggestions. The workflow preserves interview history automatically by logging sessions to docs/interviews and docs/specs across multiple rounds.

What is requirements elicitation and how does it work with critical probes?

Requirements elicitation uncovers blind spots and gathers real-world evidence through critical probes. The system challenges assumptions and provides deep thinking checkpoints across 8+ rounds to ensure thorough strategy conversations and requirements gathering.

How do I prepare for a strategy conversation interview session?

To start a strategy conversation, provide a topic to initiate the session. The system performs pre-interview web research and guides you through 8+ rounds with proactive suggestions, critical probes, and ambiguity intolerance to challenge assumptions.

Can I use this interview workflow for both startups and enterprises?

Yes, the interview workflow supports discovery interviews, requirements elicitation, and strategy conversations across both startups and enterprises. It adapts its research-powered probing and web research to suit different organizational scales and contexts.

What is the best way to uncover blind spots during product research interviews?

The best way to uncover blind spots is using a research-powered interview partner that applies active web research and critical probes. It challenges assumptions with ambiguity intolerance and deep thinking checkpoints to gather real-world evidence.

Why does the interview workflow require 8 or more rounds to complete?

The 8+ round structure ensures deep interviews that thoroughly uncover blind spots and gather real-world evidence. Each round includes per-round research and proactive suggestions, allowing the system to challenge assumptions progressively throughout the session.