Verification & Quality Assurance

Quantify code quality, correctness and security via truth scoring across repositories and CI/CD pipelines.

Updated Mar 7, 2026
One-click install
npx skills add https://github.com/nickm538/wifi-sensing-advanced --skill verification-quality-assurance-nickm538
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Verification & Quality Assurance
Source: https://github.com/nickm538/wifi-sensing-advanced/tree/main/.claude/skills/verification-quality
Command: npx skills add https://github.com/nickm538/wifi-sensing-advanced --skill verification-quality-assurance-nickm538

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Ensures code reliability and governance by delivering automated truth scoring, structured verification checks, and risk controls that prevent faulty changes from progressing to production.

Core Features & Use Cases

  • Truth Scoring: Real-time reliability metrics (0.0-1.0) for code, tasks, and agents.
  • Verification Checks: Automated validation of correctness, security, performance, and documentation.
  • Automatic Rollback: Immediate reversion of failing changes with configurable thresholds.
  • Quality Metrics Dashboards: Live dashboards and exportable reports for CI/CD integration.
  • CI/CD Integration: Export metrics and enforce quality gates in pipelines.

Quick Start

Run the verification to obtain current truth scores, review checks, and trigger an automatic rollback if needed.

Frequently Asked Questions about Verification & Quality Assurance

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

FAQPage Schema
How does truth scoring work for code quality verification in a repository?

Truth scoring evaluates code reliability by generating real-time metrics on a 0.0 to 1.0 scale. It quantifies correctness, security, and performance across your repository to produce structured verification checks and automated reports.

How do I automate rollback for failing changes during CI/CD pipelines?

You can automate rollback by applying configurable quality thresholds to your CI/CD pipelines. When verification checks detect failing changes, the system triggers immediate reversion to prevent faulty code from progressing to production.

Can I export code quality metrics from verification checks into my CI/CD pipeline?

Yes, verification checks generate exportable JSON outputs and live dashboards. You can integrate these structured metrics directly into your CI/CD automation pipelines to enforce quality gates.

What is the best way to verify code correctness and security for agent workflows?

Apply automated truth scoring to your software projects and agent workflows to validate correctness and security. This process generates structured verification reports and risk controls based on configurable per-check scoring.

Do I need specific dependencies to enforce quality gates with automated rollback?

No specific dependencies are required to enforce quality gates with automated rollback. You simply configure the verification thresholds and export the JSON outputs to integrate with your existing CI/CD environment.

When should I use automated rollback instead of manual code review?

Use automated rollback when you need immediate reversion of failing changes during CI/CD. It ensures code reliability and governance by applying risk controls that prevent faulty changes from progressing to production without waiting for manual review.