comprehension-interview-loop

Conducts a Socratic interview to surface gaps in a user's mental model.

4|1|Updated Apr 11, 2026
One-click install
npx skills add https://github.com/m2ai-portfolio/m2ai-skills-pack --skill comprehension-interview-loop
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: comprehension-interview-loop
Source: https://github.com/m2ai-portfolio/m2ai-skills-pack/tree/main/skills/comprehension-interview-loop
Command: npx skills add https://github.com/m2ai-portfolio/m2ai-skills-pack --skill comprehension-interview-loop

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Conducts a Socratic interview to surface gaps in a user’s understanding of a project or idea, and compiles a clean explanation artifact.

Core Features & Use Cases

  • Adaptive questioning that targets gaps in mental models.
  • Detects hand-waving, vague claims, and missing details during a review.
  • Produces a structured, sharable explanation artifact for teams and stakeholders.

Quick Start

Initiate a Socratic interview with me about my project to surface gaps in my understanding and generate a structured explanation artifact.

Frequently Asked Questions about comprehension-interview-loop

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

FAQPage Schema
How do I conduct a Socratic interview to verify my project understanding?

A Socratic interview verifies project understanding by using adaptive questioning to challenge your mental model, detect vague claims, and surface missing details during design discussions or pre-release demonstrations. It documents the dialogue to produce a structured explanation artifact.

What is a Socratic interview used for in project reviews?

A Socratic interview is used in project reviews to identify and challenge gaps in your mental model. By applying adaptive questioning, it surfaces hand-waving and missing details, ultimately generating a formal explanation artifact to ensure team alignment and comprehension.

Can I use Socratic questioning to detect vague claims during a design discussion?

Yes, you can use Socratic questioning to detect vague claims during design discussions. The interview process targets gaps in your mental model through adaptive questioning, effectively surfacing missing details and verifying your overall comprehension of the project.

What is the best way to surface gaps in my mental model before a project release?

The best way to surface gaps in your mental model before a release is conducting a Socratic interview. It applies adaptive questioning to challenge your understanding, detects hand-waving, and outputs a formal, sharable explanation artifact for stakeholders.

Why does my project review need an explanation artifact?

Your project review needs an explanation artifact to document the dialogue and verify team alignment. The Socratic interview compiles the surfaced gaps and challenged mental models into a structured, sharable output for stakeholders, ensuring comprehensive understanding.

When should I not use a Socratic interview for comprehension verification?

You should not use a Socratic interview for comprehension verification when you only need a simple checklist review rather than deep mental model validation. The process focuses on adaptive questioning to surface gaps and produce formal explanation artifacts, which may be unnecessary for straightforward tasks.