sj-qa

Verifies implemented software features against original product requirement documents.

1|Updated May 12, 2026
One-click install
npx skills add https://github.com/s0613/S-skills --skill sj-qa
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: sj-qa
Source: https://github.com/s0613/S-skills/tree/main/skills/sj-qa
Command: npx skills add https://github.com/s0613/S-skills --skill sj-qa

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Traditional QA processes in AI-driven development workflows often rely on biased developer self-assessments, leading to missed defects and inconsistent validation of implemented features against original requirements. This Skill eliminates that gap by enabling fully independent verification that only references original requirement documents and actual changed files, excluding developer self-evaluations to ensure unbiased results.

Core Features & Use Cases

  • Independent Verification: Excludes developer self-summaries per Judge independence principle, only referencing original PM briefs and actual changed files for unbiased assessment.
  • Standardized Verdict Generation: Produces clear PASS/FAIL/CONDITIONAL judgments with stored state, integrated with project progress tracking.
  • Post-Deployment Monitoring: Includes canary mode for production status checks and benchmark mode for Core Web Vitals and load time performance measurement.
  • Use Case: After a developer implements a new payment processing feature, use this Skill to independently verify all completion conditions from the original PM brief, run edge case tests, and generate an unbiased verdict without being influenced by the developer's self-evaluation, then monitor production performance after deployment.

Quick Start

Invoke the sj-qa skill to run an independent verification of the recently implemented user authentication feature against the original product requirement brief and receive an unbiased PASS/FAIL/CONDITIONAL verdict.

Frequently Asked Questions about sj-qa

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

FAQPage Schema
How do I perform independent QA verification without developer self-assessment bias?

Independent QA verification eliminates developer self-assessment bias by exclusively referencing original product requirement documents and actual changed files to generate standardized PASS, FAIL, or CONDITIONAL verdicts.

What is canary monitoring for post-deployment feature testing?

Canary monitoring is a post-deployment feature testing process that checks production status and benchmarks Core Web Vitals performance to ensure newly implemented software features operate correctly under real-world conditions.

How does unbiased verdict generation work for AI-driven development workflows?

Unbiased verdict generation in AI-driven development workflows works by applying Judge independence principles, excluding developer self-summaries, and storing standardized PASS, FAIL, or CONDITIONAL judgments in project state files.

Can I benchmark Core Web Vitals and load time performance after deploying a feature?

You can benchmark Core Web Vitals and load time performance after deploying a feature by using canary mode, which measures production status and accumulates learned verification points in a persistent QA context file.

Does independent feature testing work without relying on developer self-evaluations?

Independent feature testing works without developer self-evaluations by strictly analyzing original PM briefs and actual changed files, ensuring unbiased quality assurance and accurate defect detection for implemented features.