How does the automatic rollback feature work?

If a verification check falls below the configured threshold (defaulting to 0.95), the skill uses Git integration to instantly revert the changes to the last known good state.

Can I integrate this with GitHub Actions?

Yes, the skill provides structured JSON output and CLI commands specifically designed for integration into CI/CD pipelines to act as a quality gate.

What is a Truth Score in this skill?

A Truth Score is a real-time reliability metric on a 0.0 to 1.0 scale that evaluates code, agents, and tasks based on correctness, security, and logic flow.

What specific criteria does the verification system evaluate?

It evaluates five key areas: Code Correctness (syntax/logic), Best Practices (style/SOLID), Security (vulnerabilities/secrets), Performance (complexity/memory), and Documentation quality.

Is the accuracy threshold customizable?

Absolutely. You can set custom thresholds via the CLI using the --threshold flag or define environment-specific levels (e.g., 0.99 for production) in your config file.

Verification & Quality Assurance

Name: Verification & Quality Assurance
Author: while-basic

bywhile-basic

Seguridad y Pruebas

Ensures codebase reliability and agent output quality through automated truth scoring, multi-dimensional verification checks, and instant rollbacks.

Acerca de

The Verification & Quality Assurance skill provides an advanced reliability layer for Claude Flow, utilizing a proprietary truth-scoring system to evaluate the accuracy and quality of AI-generated code. It automates rigorous checks for syntax correctness, security vulnerabilities, performance bottlenecks, and adherence to best practices, featuring a built-in safety mechanism that triggers automatic rollbacks when quality thresholds are not met. This tool is essential for developers integrating AI agents into production pipelines who require statistical confidence, real-time monitoring, and verifiable output standards.

Características Principales

Interactive dashboard with trend analysis, confidence intervals, and live updates
Automated verification checks for security, performance, and best practices
Deep CI/CD integration with exportable JSON, HTML, and CSV reporting
0 GitHub stars
Real-time Truth Scoring (0.0-1.0 scale) for code and agent task reliability
Smart Rollback system that reverts changes failing the 0.95 accuracy threshold

Casos de Uso

Validating AI-generated code for production readiness before merging pull requests
Automating quality gates in CI/CD pipelines with customizable truth thresholds
Monitoring long-term agent performance and codebase health via statistical dashboards

Acerca de

Características Principales

Interactive dashboard with trend analysis, confidence intervals, and live updates
Automated verification checks for security, performance, and best practices
Deep CI/CD integration with exportable JSON, HTML, and CSV reporting
0 GitHub stars
Real-time Truth Scoring (0.0-1.0 scale) for code and agent task reliability
Smart Rollback system that reverts changes failing the 0.95 accuracy threshold

Casos de Uso

Validating AI-generated code for production readiness before merging pull requests
Automating quality gates in CI/CD pipelines with customizable truth thresholds
Monitoring long-term agent performance and codebase health via statistical dashboards