athena-audit-requirement-backend

Analyze project requirement documents for backend data models and API boundaries.

Updated Apr 21, 2026

Search Tags:#API #specification #requirements #validation #backend #data modeling

Ready to run

npx skills add https://github.com/Athena-Git-Group/athena-plugin-dev --skill athena-audit-requirement-backend

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: athena-audit-requirement-backend
Source: https://github.com/Athena-Git-Group/athena-plugin-dev/tree/main/skills/athena-audit-requirement-backend
Command: npx skills add https://github.com/Athena-Git-Group/athena-plugin-dev --skill athena-audit-requirement-backend

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) and assets (resource) components.

What problem does it solve?

This Skill helps project teams assess whether their backend requirement documents clearly define the necessary data, API, and business rules, reducing miscommunication and rework.

Core Features & Use Cases

Requirement Clarity Verification: Analyzes PM requirement documents to identify gaps in data objects, state transitions, API boundaries, and validation rules.
Structured Feedback Generation: Produces a natural-language report highlighting strengths, weaknesses, and detailed clarifying questions to improve document completeness.
Use Case: Before development begins, a product team uses this Skill to ensure their PRD covers all technical aspects needed for seamless backend implementation.

Quick Start

Paste the project requirement document text and ask the AI to perform a backend requirement audit to get a structured report and feedback.

Frequently Asked Questions about athena-audit-requirement-backend

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

FAQPage Schema

How do I validate backend requirements in a PRD before development starts?▼

You can audit backend requirements by pasting your project requirement document and requesting an assessment. The Skill evaluates data models, API boundaries, and validation rules, then produces a structured natural-language report highlighting strengths, weaknesses, and clarifying questions.

What is a backend requirement audit and what does it check?▼

A backend requirement audit evaluates a project requirement document to verify it clearly describes data objects, state transitions, API boundaries, and validation rules. It helps project managers and product owners identify missing technical specifications and reduce miscommunication before coding begins.

Can I use this Skill to check if my API specification covers external dependencies?▼

Yes, you can use this Skill to check if your API specification covers external dependencies. It analyzes your requirement document to evaluate how well external dependencies, data models, and business logic are described, ensuring your backend specification is complete.

Does this Skill require structured document formats to perform a requirement analysis?▼

The Skill requires the ability to interpret structured document content but does not mandate a specific file format. You simply paste the project requirement document text, and it generates a detailed natural-language assessment of your backend requirements.

What is the best way to identify gaps in backend data modeling and business logic requirements?▼

The best way to identify gaps in backend data modeling and business logic is to run a structured requirement audit. This Skill evaluates your requirement document against necessary backend rules and generates clarifying questions to improve document completeness and alignment.