agile-requirement-analyzer

Transform raw customer needs into structured Epics, Features, and Stories.

Updated Mar 31, 2026
One-click install
npx skills add https://github.com/aiaihome/SinotransAI --skill agile-requirement-analyzer-aiaihome
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: agile-requirement-analyzer
Source: https://github.com/aiaihome/SinotransAI/tree/main/.claude/skills/agile-requirement-analyzer
Command: npx skills add https://github.com/aiaihome/SinotransAI --skill agile-requirement-analyzer-aiaihome

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill provides a structured, end-to-end agile requirement analysis workflow that transforms raw customer needs into Epics, Features, and Stories, ensuring output quality via INVEST checks and acceptance criteria generation.

Core Features & Use Cases

  • 6-step pipeline for clarifying, layering, and validating requirements across Epic/Feature/Story levels.
  • Automated quality checks (INVEST) and acceptance criteria generation to ensure ready-for-delivery artifacts.
  • Learning memory: remembers user preferences to tailor future analyses and recommendations.

Quick Start

Provide the raw customer requirement to start the end-to-end Agile Requirement Analyzer workflow.

Frequently Asked Questions about agile-requirement-analyzer

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

FAQPage Schema
How do I transform raw customer needs into structured agile stories?

To transform raw customer needs into structured agile stories, provide the raw requirements to initiate an automated 6-step pipeline that clarifies and layers them into Epics, Features, and Stories. This workflow ensures structured, ready-for-delivery artifacts.

What is the INVEST evaluation process for agile requirements?

The INVEST evaluation process for agile requirements is an automated quality check within the analysis workflow that validates your Stories. It assesses whether the generated stories meet INVEST criteria to ensure they are ready for delivery.

How do I generate acceptance criteria for agile features and stories?

You can generate acceptance criteria for agile features and stories through the automated analysis workflow. After transforming raw needs into structured Epics, Features, and Stories, the system automatically produces acceptance criteria to ensure output quality.

Can I use this agile requirement analyzer across different project domains?

Yes, you can use this agile requirement analyzer across diverse domains. The workflow supports Epic, Feature, and Story analysis with automated acceptance criteria generation tailored to various project contexts and domain-specific requirements.

How are Epics, Features, and Stories layered in an agile workflow?

Epics, Features, and Stories are layered in an agile workflow through a 6-step pipeline that clarifies and structures raw customer needs. This process breaks down high-level Epics into manageable Features and actionable Stories.

Does the agile requirement analysis workflow remember user preferences?

Yes, the agile requirement analysis workflow includes a learning memory feature that remembers user preferences. This allows it to tailor future analyses and recommendations based on your past interactions and structural choices.