What is a Truth Score in this skill?

A Truth Score is a real-time reliability metric ranging from 0.0 to 1.0 that evaluates the correctness, security, and quality of code or agent outputs.

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

Yes, the skill supports structured JSON exports and CLI commands that integrate easily with GitHub Actions, GitLab CI, and other continuous integration tools.

How does the automatic rollback feature work?

If a verification check falls below the defined threshold (default 0.95), the system uses Git integration to instantly revert changes to the last known good state, preventing regressions.

What specific aspects of code does it verify?

It evaluates code correctness (syntax/types), security (vulnerabilities/secrets), best practices (SOLID/style), performance (complexity), and documentation completeness.

Verification & Quality Assurance

Name: Verification & Quality Assurance
Author: Activer007

byActiver007

分析与监控

Ensures high-quality agent outputs and codebase reliability through real-time truth scoring, automated verification checks, and fail-safe rollback mechanisms.

关于

The Verification & Quality Assurance skill is a comprehensive framework designed to maintain rigorous standards for code integrity and AI reliability. By implementing a sophisticated Truth Scoring system (0.0-1.0 scale) and automated verification protocols, it validates code correctness, security compliance, and adherence to best practices in real-time. The skill's standout feature is its automatic rollback system, which instantly reverts changes that fall below a 0.95 accuracy threshold, providing a safety net for autonomous agent operations and CI/CD pipelines. With interactive dashboards and statistical trend analysis, developers can monitor codebase health and agent performance with high confidence.

主要功能

0 GitHub stars
Seamless CI/CD integration for GitHub Actions and GitLab CI
Real-time Truth Scoring (0.0-1.0) for reliability metrics
Instant Git-based rollback for changes failing quality thresholds
Automated verification for security, logic, and best practices
Interactive web dashboards for live monitoring and trend analysis

使用场景

Implementing fail-safe deployments with automatic regression detection
Gatekeeping production code via automated quality thresholds
Monitoring AI agent performance and reliability during autonomous tasks

关于

主要功能

0 GitHub stars
Seamless CI/CD integration for GitHub Actions and GitLab CI
Real-time Truth Scoring (0.0-1.0) for reliability metrics
Instant Git-based rollback for changes failing quality thresholds
Automated verification for security, logic, and best practices
Interactive web dashboards for live monitoring and trend analysis

使用场景

Implementing fail-safe deployments with automatic regression detection
Gatekeeping production code via automated quality thresholds
Monitoring AI agent performance and reliability during autonomous tasks