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MohammedSaudAlsahli
MohammedSaudAlsahliCOMMUNITY
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deep-interview

Clarify user ideas through Socratic questioning and ambiguity scoring.

Updated Mar 11, 2025
Search Tags:#requirements gathering#socratic questioning#idea clarification#ambiguity scoring#specification development
One-click install
npx skills add https://github.com/MohammedSaudAlsahli/dotfiles --skill deep-interview-mohammedsaudalsahli
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: deep-interview
Source: https://github.com/MohammedSaudAlsahli/dotfiles/tree/main/ai/agents-skills/deep-interview
Command: npx skills add https://github.com/MohammedSaudAlsahli/dotfiles --skill deep-interview-mohammedsaudalsahli

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires omc, ourobos, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps users clarify their ideas and specifications by applying a Socratic questioning method, reducing ambiguity and ensuring a clear understanding before execution.

Core Features & Use Cases

  • Socratic Questioning: Engages in a series of targeted questions to expose assumptions and improve clarity.
  • Mathematical Ambiguity Scoring: Scores the clarity of the idea across various dimensions.
  • Pipeline Integration: Integrates with a gated pipeline for execution once clarity is achieved.
  • Use Case: Ideal for complex projects where understanding the scope and requirements is crucial before jumping into execution.

Quick Start

Run the deep-interview skill with the --standard flag and provide your idea or description: deep-interview --standard "I need a system to manage customer support tickets."

Frequently Asked Questions about deep-interview

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

FAQPage Schema
How does Socratic questioning help with requirements gathering for complex projects?▼

Socratic questioning for requirements gathering exposes hidden assumptions through targeted inquiry, reducing ambiguity. It ensures a mathematically clear specification is developed before execution begins.

What is mathematical ambiguity scoring and how does it clarify project specifications?▼

Mathematical ambiguity scoring quantifies idea clarity across various dimensions. It measures specification precision to ensure requirements gathering achieves strict clarity before moving to execution.

How do I use iterative specification development to clarify my software idea?▼

Iterative specification development clarifies ideas by applying Ouroboros-inspired methodology. Run the deep-interview process with your idea description to trigger Socratic questioning and score ambiguity.

Do I need specific dependencies to run ambiguity scoring and specification development?▼

Yes, achieving mathematical clarity through Socratic questioning requires omc and ourobos dependencies. These support the iterative specification development pipeline needed for requirements gathering.

When should I use Socratic questioning instead of jumping straight into software execution?▼

Use Socratic questioning for complex projects where scope and requirements are unclear. It prevents execution errors by applying mathematical ambiguity scoring to reach strict specification clarity first.

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