What is Integration Validation mode used for?

It is used when verifying structural or framework-level changes, capturing baseline states and comparing expected versus actual results in an evidence table.

What is the difference between Quick Verification and Acceptance Testing?

Quick Verification is a pre-completion sanity check to ensure work runs and meets basic criteria, while Acceptance Testing executes a formal test plan, tracks specific failures, and generates fix tasks.

How does the QA skill perform a Qualitative Assessment?

It inhabits a specific user persona to walk through scenarios and evaluate the feature's 'fitness-for-purpose' in narrative prose, focusing on value rather than just code execution.

Can I use the QA skill during the design phase?

Yes, the QA Planning mode is specifically built to design acceptance criteria, quality spectra, and evaluation suites before development starts.

Does this skill work with existing project documentation?

Yes, it is designed to read specifications, task maps, and project references to ensure verification is aligned with the original requirements and goals.

QA & Verification Suite

Name: QA & Verification Suite
Author: nicsuzor

bynicsuzor

0•

Security & Testing

Automates comprehensive quality assurance workflows from initial criteria design to qualitative fitness assessments and acceptance testing.

The QA skill provides a rigorous framework for verifying that development work truly meets user needs rather than just passing technical unit tests. It supports the entire quality lifecycle by offering six distinct modes: QA Planning for designing criteria, Qualitative Assessment for persona-driven evaluation, Acceptance Testing for black-box verification, Quick Verification for sanity checks, Integration Validation for structural changes, and System Design for QA infrastructure. By focusing on quality spectra and narrative evidence rather than simple binary checklists, it ensures that project outputs are semantically correct and fit-for-purpose.

Key Features

01Persona-based qualitative assessments to evaluate user-centric fitness

02Automated generation of acceptance criteria and evaluation suites

03Six specialized QA modes covering the entire development lifecycle

040 GitHub stars

05Integration validation for verifying structural and framework-level changes

06Black-box acceptance testing with automated fix-task creation

Use Cases

01Performing a comprehensive verification of a feature against user stories before task completion

02Designing detailed acceptance criteria and QA plans before development begins

03Conducting a qualitative review of a completed project to ensure it meets high-level quality standards

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add nicsuzor/aops-dist qa

For use in Claude.ai and ChatGPT

Download Skill