What format does the output come in?

The skill generates a clean, structured Markdown document including requirement IDs (FR1, NFR1), acceptance criteria, and dependency lists.

Is this skill suitable for Agile teams?

Absolutely. It is an ideal tool for backlog grooming, creating user stories, and establishing clear technical boundaries during sprint planning.

How does it handle requirement prioritization?

The skill categorizes requirements into 'Must-Have,' 'Should-Have,' and 'Nice-to-Have' tiers to help teams focus on core functionality and MVP development.

Can it identify non-functional requirements like security?

Yes, it specifically looks for and identifies constraints related to performance, security, scalability, and other technical limitations inherent in the project idea.

What is the Requirement Analyzer skill?

It is a Claude Code skill that helps developers and product managers turn high-level project ideas into detailed, structured technical requirements and actionable acceptance criteria.

Requirement Analyzer

Name: Requirement Analyzer
Author: lexicalninja

bylexicalninja

0•

Collaboration Tools

Transforms vague project ideas into structured functional and non-functional requirements with clear acceptance criteria.

The Requirement Analyzer is a specialized Claude Code skill designed to bridge the gap between initial concepts and actionable technical specifications. It systematically breaks down ideas into prioritized functional requirements, identifies critical non-functional constraints like security and performance, and defines clear acceptance criteria for each task. By mapping out dependencies and technical limitations early in the development lifecycle, it helps developers and project managers reduce ambiguity, improve estimation accuracy, and ensure project alignment from the very first line of code.

Key Features

01Defines specific, measurable acceptance criteria for every requirement.

02Extracts functional and non-functional requirements from natural language descriptions.

03Outputs structured Markdown documentation ready for project wikis or task boards.

04Prioritizes tasks using a structured Must-Have/Should-Have framework.

05Identifies technical constraints and inter-requirement dependencies automatically.

060 GitHub stars

Use Cases

01Pre-sprint planning to define the scope and 'Definition of Done' for new features.

02Turning a high-level concept into a formal technical specification document.

03Auditing project ideas for hidden security, scalability, or infrastructure constraints.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add lexicalninja/my-little-scrum-team requirement-analyzer

For use in Claude.ai and ChatGPT

Download Skill