requirement-clarifier

Generate clarifying questions to resolve ambiguities in software requirements.

1|Updated May 15, 2026
One-click install
npx skills add https://github.com/arrowInkneeeee/AikSteinsGrimoire --skill requirement-clarifier-arrowinkneeeee
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: requirement-clarifier
Source: https://github.com/arrowInkneeeee/AikSteinsGrimoire/tree/main/aik-skills-lab/requirement-clarifier
Command: npx skills add https://github.com/arrowInkneeeee/AikSteinsGrimoire --skill requirement-clarifier-arrowinkneeeee

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill helps identify and address ambiguity in requirements by generating specific questions to clarify unclear or incomplete information.

Core Features & Use Cases

  • Ambiguity Detection: Identifies potential areas of ambiguity in requirement descriptions.
  • Question Generation: Generates targeted questions to address the identified ambiguities.
  • Priority Sorting: Sorts questions based on their impact on the project, with high, medium, and low priority levels.

Quick Start

Activate the requirement-clarifier skill and provide the output from the requirement-extractor.

Frequently Asked Questions about requirement-clarifier

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

FAQPage Schema
How do I detect ambiguity in software requirements?

To detect ambiguity in software requirements, the requirement-clarifier skill analyzes incomplete information and generates targeted clarifying questions to resolve them, specifically targeting administrative and project management workflows.

How do I generate clarifying questions for incomplete project requirements?

You can generate clarifying questions by providing the extracted requirement descriptions to the requirement-clarifier. It analyzes the input and outputs prioritized questions sorted by high, medium, and low impact on the project.

What is the best way to sort clarifying questions by project impact?

The best way to sort clarifying questions by project impact is using the requirement-clarifier, which automatically categorizes generated questions into high, medium, and low priority levels based on their effect on the software development workflow.

Do I need the requirement-extractor output to use the requirement-clarifier?

Yes, you need the requirement-extractor output to use the requirement-clarifier effectively. The skill requires this extracted input to identify potential ambiguities and generate appropriate questions to refine the software requirements.

Can I use requirement clarifying questions for administrative workflows?

Yes, you can use requirement clarifying questions for administrative workflows. The requirement-clarifier specifically targets administrative and project management contexts to resolve ambiguities and refine software development requirements through user feedback.