Verification & Quality Assurance

Quantify code quality risks with truth scoring, verification checks, and automatic rollback.

1|Updated Dec 2, 2025
One-click install
npx skills add https://github.com/danilonovaisv/PORTFOLIO-DANILO-FINAL --skill verification-quality-assurance-danilonovaisv
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Verification & Quality Assurance
Source: https://github.com/danilonovaisv/PORTFOLIO-DANILO-FINAL/tree/main/.claude/skills/verification-quality
Command: npx skills add https://github.com/danilonovaisv/PORTFOLIO-DANILO-FINAL --skill verification-quality-assurance-danilonovaisv

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill provides a comprehensive verification and quality assurance system that ensures code quality and correctness through truth scoring, automated verification checks, and automatic rollback features, all integrated with CI/CD pipelines and real-time insights.

Core Features & Use Cases

  • Truth Scoring: Real-time reliability metrics (0.0-1.0) for code, agents, and tasks.
  • Verification Checks: Automated validation of code correctness, security, and best practices.
  • Automatic Rollback: Instant revert of changes that fail verification, with configurable thresholds.
  • Quality Metrics & Dashboards: Statistical trends, confidence intervals, and monitoring views.
  • CI/CD Integration: Export-ready verification data to CI workflows and pipelines.
  • Use Case: Maintain production-quality code by continuously monitoring changes and automatically rolling back any failing commits.

Quick Start

Install and run the verification workflow in your project to enable truth scoring and automatic rollbacks.

Frequently Asked Questions about Verification & Quality Assurance

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

FAQPage Schema
How do I automate code quality checks and safe rollbacks in my CI/CD pipeline?

Automate code quality checks and safe rollbacks by integrating truth scoring, automated verification, and instant revert mechanics directly into your CI/CD pipeline. It continuously monitors changes and automatically rolls back any failing commits.

What is truth scoring for code reliability and how does it work?

Truth scoring provides real-time reliability metrics on a 0.0 to 1.0 scale for code, agents, and tasks. It quantifies code quality risks by continuously validating correctness, security, and best practices.

How do I automatically revert failing commits in a CI/CD workflow?

Automatically revert failing commits by configuring rollback thresholds within your verification workflow. When changes fail automated validation checks, the system triggers an instant revert of those commits.

Can I monitor codebase quality metrics and confidence intervals in real-time?

Monitor codebase quality metrics and confidence intervals in real-time using built-in dashboards. These views provide statistical trends and continuous monitoring for codebases, agents, and tasks.

Does this verification system work without external dependencies?

The verification system works without external dependencies, operating as a standalone skill. It exports ready-to-use verification data directly to your existing CI workflows and pipelines.

When should I use automatic rollback for code changes?

Use automatic rollback for code changes when maintaining production-quality code requires immediate intervention. It is triggered instantly whenever commits fail configurable verification thresholds during CI/CD integration.