requirement-understanding

Name: requirement-understanding
Availability: InStock
Author: walker

Convert ambiguous user input into a one-sentence goal with clarifying questions.

Updated Feb 19, 2026

Search Tags:#communication #discovery #clarification #prototyping #requirement #one-sentence #user-intent

Ready to run

npx skills add https://github.com/walker-hzx/AI-Assistant --skill requirement-understanding

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: requirement-understanding
Source: https://github.com/walker-hzx/AI-Assistant/tree/main/skills/requirement-understanding
Command: npx skills add https://github.com/walker-hzx/AI-Assistant --skill requirement-understanding

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps rapidly understand what a user truly wants by distilling vague input into a single, clear goal, reducing back-and-forth and speeding up alignment.

Core Features & Use Cases

Rapid clarification: Convert hazy ideas into a concise one-sentence objective.
Targeted questioning: Ask 1-2 focused questions to resolve ambiguity before proceeding.
One-sentence outcomes: Produce a crisp user goal and outline immediate next steps.

Quick Start

Describe your idea briefly and I will return a one-sentence user goal with clarifying questions.

Frequently Asked Questions about requirement-understanding

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

FAQPage Schema

How do I clarify user intent from vague product ideas?▼

To clarify user intent from vague product ideas, you input a brief description and receive 1-2 targeted questions to resolve ambiguity, resulting in a single clear goal sentence and next steps.

What is the best way to convert ambiguous requirements into a one-sentence goal?▼

The best way to convert ambiguous requirements into a one-sentence goal is to distill conflicting user descriptions through focused clarification, producing a crisp objective that speeds up alignment and reduces back-and-forth.

How does requirement discovery work for conflicting user descriptions?▼

Requirement discovery for conflicting user descriptions works by accepting a hazy idea, prompting focused questions to eliminate conflict, and returning a distilled one-sentence user goal for immediate product alignment.

Can I use this for rapid prototyping when user descriptions are unclear?▼

Yes, you can use this for rapid prototyping when user descriptions are unclear. It rapidly converts hazy input into a concise one-sentence objective, enabling faster iteration and targeted questioning during product discovery.

Do I need to provide structured input for requirement clarification?▼

No, you do not need to provide structured input for requirement clarification. You simply describe your idea briefly in natural language, and it returns a crisp user goal along with suggested next steps.