Can I integrate this skill with GitHub Actions?

Yes, the skill provides structured JSON output and specific CLI commands designed to be used as gates in CI/CD pipelines like GitHub Actions and GitLab CI.

Is the verification threshold customizable?

Absolutely. While the default is 0.95, you can adjust the threshold globally in your config or per-command for stricter production requirements or more lenient development environments.

What kind of security checks does it perform?

The system evaluates code for common vulnerabilities, detects hardcoded secrets, validates input handling, and checks for proper authentication and authorization patterns.

What is the Truth Scoring system?

It is a reliability metric ranging from 0.0 to 1.0 that evaluates the correctness of code and agent tasks. Scores above 0.95 are considered production-ready, while scores below 0.75 indicate critical issues.

How does the automatic rollback feature work?

When a verification check fails to meet the required accuracy threshold, the skill utilizes Git integration to instantly revert files to their last known good state, preventing broken code from persisting.

Verification & Quality Assurance

Name: Verification & Quality Assurance
Author: Activer007

byActiver007

0•

安全与测试

Ensures high-quality agent outputs through real-time truth scoring, automated code verification, and fail-safe automatic rollbacks.

This skill provides a robust safety net for AI-driven development by implementing a comprehensive verification system with a 0.95 accuracy threshold. It combines real-time reliability metrics, automated security and best-practice checks, and an instant rollback mechanism to protect your codebase from regressions or low-quality agent tasks. Whether integrated into CI/CD pipelines or used during live pairing, it offers deep statistical insights and interactive dashboards to maintain a production-ready repository with quantifiable confidence.

主要功能

01Native CI/CD integration with structured JSON/HTML reporting for automated pipelines

020 GitHub stars

03Interactive web-based dashboard for monitoring quality metrics and agent performance

04Automatic rollback system that reverts changes failing to meet the 0.95 threshold

05Real-time truth scoring (0.0-1.0) for code reliability and agent task accuracy

06Automated verification checks for security, logic flow, and code best practices

使用场景

01Preventing low-quality AI-generated code from being merged into production branches

02Automating regression testing and security audits within a Claude Flow environment

03Monitoring long-term reliability trends of AI agents across complex development tasks

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add activer007/ordinary-claude-skills verification-quality-assurance

For use in Claude.ai and ChatGPT

主要功能

01Native CI/CD integration with structured JSON/HTML reporting for automated pipelines

020 GitHub stars

03Interactive web-based dashboard for monitoring quality metrics and agent performance

04Automatic rollback system that reverts changes failing to meet the 0.95 threshold

05Real-time truth scoring (0.0-1.0) for code reliability and agent task accuracy

06Automated verification checks for security, logic flow, and code best practices

使用场景

01Preventing low-quality AI-generated code from being merged into production branches

02Automating regression testing and security audits within a Claude Flow environment

03Monitoring long-term reliability trends of AI agents across complex development tasks

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add activer007/ordinary-claude-skills verification-quality-assurance

For use in Claude.ai and ChatGPT