How does it prioritize which questions to ask first?

The skill categorizes ambiguities and sorts them by priority, ensuring that fundamental issues like scope and core functionality are addressed before secondary details.

What is the primary purpose of the Requirement Clarifier skill?

It analyzes user prompts to find vague areas and generates specific questions to clarify the scope, features, and constraints of a project.

Does this skill ask technical questions about databases or frameworks?

No, it features a technical keyword filter to ensure questions focus on business logic and user needs rather than implementation details like 'PostgreSQL' or 'REST'.

Can I use this skill to refine existing documentation?

Yes, it can process existing requirement lists as input and identify remaining gaps or contradictions that need further clarification.

Requirement Clarifier

Name: Requirement Clarifier
Author: ureca-corp

byureca-corp

0•

Productivity & Workflow

Identifies ambiguities in user requirements and generates structured clarification questions to ensure precise project scoping.

The Requirement Clarifier is a specialized skill designed to bridge the gap between vague user requests and actionable development plans. By systematically scanning input for missing details across categories like scope, functionality, constraints, and permissions, it identifies high-priority ambiguities. It then generates user-friendly questions with context-aware options, intentionally filtering out technical jargon to keep the focus on business logic and user intent. This ensures that the development process starts with a clear, shared understanding of the goals, reducing rework and misaligned implementations.

Key Features

010 GitHub stars

02Automated ambiguity detection across six domain-specific categories

03Priority-based sorting to address critical requirement gaps first

04Dynamic option scaling from simple booleans to multi-select lists

05Smart question generation using standardized AskUserQuestion formats

06Technical keyword filtering to prevent implementation-leaking in business discussions

Use Cases

01Identifying missing edge cases and constraints before code generation begins

02Standardizing the discovery phase for new domain-driven design projects

03Refining a brief one-sentence prompt into a detailed feature specification

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ureca-corp/claude 1-clarify

For use in Claude.ai and ChatGPT

Download Skill