elicitation

Design interview questions that uncover deep motivations and values.

10|2|Updated Mar 12, 2026

Search Tags:#research #psychology #interview #conversation #elicitation #values

Ready to run

npx skills add https://github.com/viktorbezdek/skillstack --skill elicitation-viktorbezdek

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: elicitation
Source: https://github.com/viktorbezdek/skillstack/tree/main/elicitation/skills/elicitation
Command: npx skills add https://github.com/viktorbezdek/skillstack --skill elicitation-viktorbezdek

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

The skill helps you move beyond surface‑level questions to uncover genuine motivations, values, and personal narratives, avoiding shallow surveys and intrusive clinical techniques.

Core Features & Use Cases

Psychological frameworks: Leverages narrative identity, self‑defining memories, motivational interviewing, and schema detection to structure deep conversations.
Reflection‑to‑question ratio: Enforces a 2:1 reflection‑to‑question rule to keep dialogue safe and engaging.
Use Cases: Designing user‑research interview guides, auditing existing scripts for interrogation anti‑patterns, building conversational agents that sustainably elicit personal insight, and crafting life‑review questionnaires.

Quick Start

Create a deep interview script to explore a user’s core values using the elicitation skill.

Frequently Asked Questions about elicitation

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

FAQPage Schema

How do I design interview questions that uncover deep user motivations?▼

You can audit existing interview scripts by checking for interrogation anti-patterns and applying a 2:1 reflection-to-question ratio. This ratio enforces safe, engaging dialogue by balancing reflective listening with direct questioning to avoid clinical overreach.

What psychological frameworks work best for user research conversations?▼

Psychological frameworks like narrative identity, self-defining memories, and schema detection work best for user research conversations. They provide structured ways to elicit personal narratives and authentic self-disclosure without crossing into clinical therapy techniques.

Can I use motivational interviewing techniques to build conversational AI?▼

You can use motivational interviewing techniques to build conversational AI that sustainably elicits personal insight. Applying reflection-to-question ratios ensures the agent maintains ethical depth and avoids intrusive interrogation patterns during user interactions.

When do I need deep elicitation techniques for persona development?▼

Limitations of deep elicitation include the risk of clinical overreach if reflection ratios are ignored. You should not use this approach when a simple survey suffices, as psychological frameworks for self-defining memories require careful ethical boundaries to keep dialogue safe.