pos-qa

Automate browser-based QA assessments with memory-augmented evaluation and rubric scoring.

8|Updated Mar 17, 2026
One-click install
npx skills add https://github.com/ShaheerKhawaja/ProductionOS --skill pos-qa
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: pos-qa
Source: https://github.com/ShaheerKhawaja/ProductionOS/tree/main/skills/pos-qa
Command: npx skills add https://github.com/ShaheerKhawaja/ProductionOS --skill pos-qa

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

QA teams need an integrated, automated approach to verify code quality across browsers, capture health metrics, and retain actionable results for future improvement.

Core Features & Use Cases

  • Automated browser testing: execute end-to-end checks in headless environments and report health scores.
  • Memory-enabled evaluation: store test histories and reference learnings to track progress over time.
  • Workflow orchestration: coordinate sub-skills for test, audit, and browse actions with rubric-driven scoring.

Quick Start

Run the pos-qa workflow with a target URL or local path to begin QA analysis.

Frequently Asked Questions about pos-qa

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

FAQPage Schema
How do I automate browser testing for my web app to detect regressions?

Automate browser testing by running end-to-end headless checks on a target URL or local path to detect codebase regressions and report health scores. This workflow evaluates software projects using rubric-driven scoring.

How does memory-augmented QA evaluation work for tracking codebase health?

Memory-augmented QA evaluation stores test histories and references past learnings to track codebase health progress over time. This retained memory enables consistent regression monitoring across multiple assessment runs.

Can I integrate automated QA assessments into my CI pipeline?

Yes, you can integrate automated QA assessments into CI pipelines. The workflow orchestrates testing, auditing, and browsing actions to monitor web applications and detect regressions during continuous development.

What is the best way to execute headless browser checks and generate a health score?

The best way to execute headless browser checks and generate a health score is through rubric-based scoring. This approach orchestrates sub-skills to test, audit, and browse targets, capturing actionable health metrics.

Do I need a specific browser testing framework to run these end-to-end checks?

No specific browser testing framework is required as a dependency. The workflow orchestrates sub-skills to handle browsing and testing actions directly against your target URL or local codebase path.