Can I use this skill in my CI/CD pipeline?

Yes, the skill includes native support for GitHub Actions and GitLab CI, allowing you to export verification reports in JSON format to serve as automated quality gates.

How does the automatic rollback feature work?

If a verification check falls below the configured threshold (default 0.95), the skill utilizes Git to instantly revert the codebase to its last known stable state, preventing broken code from persisting.

What specific criteria does the verification check cover?

The system analyzes five key areas: Code Correctness (logic and syntax), Best Practices (SOLID principles), Security (vulnerability scanning), Performance (complexity analysis), and Documentation (completeness).

What is the Truth Scoring system?

The Truth Scoring system evaluates the reliability of AI-generated code on a scale of 0.0 to 1.0. A score of 0.95 or higher is generally considered production-ready, while lower scores trigger warnings or automatic rollbacks.

Verification & Quality Assurance

Name: Verification & Quality Assurance
Author: Activer007

byActiver007

보안 및 테스팅

Ensures codebase reliability through real-time truth scoring, automated verification checks, and an intelligent automatic rollback system.

소개

This skill provides a robust safety and quality framework for developers using Claude to automate complex coding tasks. It implements a rigorous 'Truth Scoring' system that assigns a reliability metric between 0.0 and 1.0 to every agent output, ensuring that only high-confidence code enters your repository. With an integrated verification suite covering security, performance, and best practices, plus an automatic rollback mechanism for changes failing a 0.95 accuracy threshold, this skill bridges the gap between AI experimentation and production-grade software engineering.

주요 기능

Automatic rollback system that reverts changes failing the 0.95 quality threshold.
Interactive web-based dashboard with live metrics, trends, and confidence intervals.
Automated verification suite for security, performance, and SOLID principles.
Multi-format export (JSON, HTML, CSV) for seamless CI/CD pipeline integration.
0 GitHub stars
Real-time truth scoring (0.0-1.0) for measuring code and agent task reliability.

사용 사례

Monitoring and auditing the performance of autonomous AI agents during large-scale refactors.
Integrating automated code safety checks and security scanning into GitHub Actions or GitLab CI.
Enforcing strict quality gates for AI-generated pull requests in production environments.

소개

주요 기능

Automatic rollback system that reverts changes failing the 0.95 quality threshold.
Interactive web-based dashboard with live metrics, trends, and confidence intervals.
Automated verification suite for security, performance, and SOLID principles.
Multi-format export (JSON, HTML, CSV) for seamless CI/CD pipeline integration.
0 GitHub stars
Real-time truth scoring (0.0-1.0) for measuring code and agent task reliability.

사용 사례

Monitoring and auditing the performance of autonomous AI agents during large-scale refactors.
Integrating automated code safety checks and security scanning into GitHub Actions or GitLab CI.
Enforcing strict quality gates for AI-generated pull requests in production environments.