Verification & Quality Assurance

Automate truth scoring, verification checks, and rollback for software quality.

3|1|Updated Dec 21, 2025
One-click install
npx skills add https://github.com/I-Onlabs/claude-code-skills --skill verification-quality-assurance-i-onlabs
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Verification & Quality Assurance
Source: https://github.com/I-Onlabs/claude-code-skills/tree/main/verification-quality
Command: npx skills add https://github.com/I-Onlabs/claude-code-skills --skill verification-quality-assurance-i-onlabs

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill provides automated truth scoring, code quality verification, and automatic rollback to ensure high-quality agent outputs and codebase reliability.

Core Features & Use Cases

  • Truth scoring for real-time reliability metrics (0.0-1.0) across code, agents, and tasks.
  • Automated verification checks for correctness, security, performance, and best practices.
  • Automatic rollback of failing changes with configurable thresholds and dashboards.
  • CI/CD integration and live monitoring for continuous quality assurance.

Quick Start

Install Claude Flow and run the verification workflow to begin automatic quality assurance.

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 verification and rollback in my CI/CD pipeline?

Automated code verification applies real-time truth scoring and checks to code changes, triggering automatic rollback when thresholds are unmet. This ensures reliable delivery by validating correctness, security, and performance continuously across your CI/CD pipeline.

What is truth scoring in software quality assurance?

Truth scoring in quality assurance assigns a real-time reliability metric from 0.0 to 1.0 across code, agents, and tasks. It provides quantifiable confidence in codebase changes by running automated verification checks for correctness, security, and performance best practices.

Can I configure automatic rollback thresholds for failing code changes?

Configurable rollback thresholds allow you to set specific quality limits that trigger automatic rollback of failing changes. You can define these limits within the verification dashboard to prevent unreliable code from progressing through your continuous integration pipeline.

How do I export verification reports for continuous quality assurance?

Verification reports export directly through CI/CD integration, capturing real-time truth scores and automated check results. This enables continuous quality assurance by providing live monitoring and documentation of security validation and code reliability metrics.

Does automated quality assurance work for agent outputs and automated tasks?

Automated quality assurance applies truth scoring and verification checks across code, agents, and tasks. It evaluates real-time reliability metrics for automated outputs, ensuring that agent-generated changes meet security and performance best practices before integration.

What are the limitations of automated truth scoring for code reliability?

Automated truth scoring relies on configurable thresholds and predefined verification checks for correctness and security. Limitations arise when complex, context-specific logic requires human review beyond the 0.0-1.0 reliability metric and automated rollback capabilities.