How does the QA skill differ from standard unit testing?

While unit tests check code logic, the QA skill focuses on qualitative fitness-for-purpose, ensuring that the feature actually achieves the user's intent and follows established design criteria.

Can this skill help with framework migrations?

Yes, the Integration Validation mode is specifically designed to verify structural and framework changes by comparing expected vs. actual states in fields and relationships.

What happens when I run a basic /qa command?

By default, it triggers Quick Verification, which checks the output quality, process compliance, and semantic correctness of your recent work against the session context.

When should I use the QA Planning mode?

You should use QA Planning at the start of a task to define what success looks like, creating quality spectra and scenarios before any code is written.

QA & Verification Expert

Name: QA & Verification Expert
Author: nicsuzor

bynicsuzor

0•

보안 및 테스팅

Orchestrates comprehensive quality assurance through criteria design, qualitative assessment, and multi-mode verification workflows.

The QA skill provides a rigorous framework for ensuring software quality that goes beyond simple pass/fail tests. It manages the entire quality lifecycle, from upstream planning and the design of qualitative acceptance criteria to downstream verification and integration validation. By focusing on 'fitness-for-purpose' and user personas rather than just binary checklists, this skill helps developers ensure their work truly meets user needs while maintaining structural integrity across complex framework changes.

주요 기능

01Quick Verification sanity checks to confirm completion and semantic correctness

02Integration validation for verifying structural and architectural framework changes

03Structured acceptance testing with automated failure tracking and fix task creation

04Upstream QA planning for designing rigorous acceptance criteria and test scenarios

05Qualitative assessment mode for evaluating feature fitness-for-purpose

060 GitHub stars

사용 사례

01Conducting qualitative reviews of new features to ensure they align with target user personas

02Designing user-centric acceptance criteria before starting a complex development epic

03Performing a final verification pass to ensure a feature is complete before closing a task

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