requirements-clarity

Clarify ambiguous requirements through structured dialogue and generate PRDs with acceptance criteria.

Updated Feb 10, 2026
One-click install
npx skills add https://github.com/powerhouse-inc/service-offering --skill requirements-clarity-powerhouse-inc
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: requirements-clarity
Source: https://github.com/powerhouse-inc/service-offering/tree/main/.agents/skills/requirements-clarity
Command: npx skills add https://github.com/powerhouse-inc/service-offering --skill requirements-clarity-powerhouse-inc

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill addresses the common issue of vague or incomplete requirements that lead to wasted development time and rework by systematically clarifying them before implementation.

Core Features & Use Cases

  • Systematic Clarification: Engages in a dialogue to resolve ambiguities in feature requests, technical context, specifications, and scope.
  • Scoring System: Uses a 100-point rubric to track and ensure clarity is met.
  • PRD Generation: Automatically generates a detailed Product Requirements Document (PRD) once clarity is achieved.
  • Use Case: When a stakeholder says "improve user onboarding," this Skill will ask targeted questions to define specific user flows, success metrics, and technical considerations, resulting in a clear PRD for the development team.

Quick Start

Use the requirements-clarity skill to clarify the requirement "build a new reporting dashboard".

Frequently Asked Questions about requirements-clarity

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

FAQPage Schema
How do I clarify vague product requirements before implementation?

To clarify vague product requirements, you can use a structured dialogue process that systematically identifies and resolves ambiguities in functional scope and technical constraints. This approach scores requirement clarity on a 100-point scale to ensure completeness.

How do I generate a PRD with measurable acceptance criteria from a feature request?

Generating a PRD with measurable acceptance criteria involves resolving requirement ambiguities through targeted questions about user flows and success metrics. Once the requirement reaches a 90-point clarity threshold, the detailed PRD is automatically produced.

What is the best way to resolve scope ambiguity in product management?

The best way to resolve scope ambiguity is to engage in an iterative clarification dialogue that targets functional scope, user interaction, and business value. This structured process ensures all vagueness is addressed before development begins.

Does requirement clarification work for incomplete technical specifications?

Yes, requirement clarification works for incomplete technical specifications by systematically identifying and resolving missing technical context and constraints. The process iterates until the specifications meet a minimum clarity threshold of 90 points.

When do I need a structured dialogue process for requirement scoping?

You need a structured dialogue process for requirement scoping when a stakeholder provides a high-level request that lacks specific user flows, success metrics, or technical considerations. This prevents wasted development time and rework.

What are the limitations of automated requirement clarification?

A limitation of automated requirement clarification is that it requires a minimum 90-point clarity score on its 100-point rubric before it can generate a PRD. If ambiguities cannot be resolved through the dialogue, the PRD generation will not complete.