Deep Interview (Grade A) logo

Deep Interview (Grade A)Security-tested data-ai skill for Claude AI. Grade A. Ambiguity gating — detects vague feature requests and forces structured requirements gathering with scoring across scope, platform, performance, i

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Daniel NikulshynReviewed by Daniel Nikulshyn·Updated July 2026

Overview

Deep Interview is a skill for Claude AI that detects vague feature requests and forces structured requirements gathering. It evaluates requests across scope, platform, performance, integration, and acceptance criteria to prevent wasted cycles on underspecified tasks. The skill uses an ambiguity score, rating requests from 0 to 10, with a threshold of 6 required to proceed. If the score is below the threshold, it presents targeted questions to clarify the requirements. The skill is designed to work with Unity and can be exempted for certain types of requests, such as bug fixes or commands with built-in clarification.

Key features

  • Ambiguity gating
  • Structured requirements gathering
  • Scoring across scope, platform, performance, integration, and acceptance criteria
  • Targeted questions for clarification
  • Requirements document production

Pricing

Model
Free
Category
Skills
Rating
No reviews yet

Use cases

Vague Feature Request

A user requests a new feature with unclear requirements, such as 'Add multiplayer to my game'. Deep Interview would evaluate the request, identify the unclear aspects, and ask targeted questions to clarify the requirements.

Clear Feature Request

A user requests a feature with clear requirements, such as 'Add a jump mechanic to my game with the following specifications...'. Deep Interview would evaluate the request, determine that it meets the threshold, and produce a structured summary of requirements.

Pros & Cons

Pros

  • Prevents wasted cycles on underspecified tasks
  • Ensures clear requirements before proceeding with implementation
  • Provides a structured summary of requirements

Cons

  • May add overhead to the development process
  • Requires user input and confirmation of requirements

Reviews

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Q&A

Are there any exemptions?

Yes, it can be exempted for certain types of requests, such as bug fixes or commands with built-in clarification.

Asked by Ximena Torres · Apr 6, 2026

What happens if the score is below the threshold?

It presents targeted questions to clarify the requirements, and re-scores after each round until the threshold is met or the user opts out.

Asked by Nils Johansson · Apr 2, 2026

How does it score requests?

It evaluates requests across scope, platform, performance, integration, and acceptance criteria, rating them from 0 to 10, with a threshold of 6 required to proceed.

Asked by Emiliano Vargas · Mar 28, 2026

What is Deep Interview?

Deep Interview is a skill for Claude AI that detects vague feature requests and forces structured requirements gathering.

Asked by Tariq Aziz · Jan 28, 2026

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