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

0•

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.

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

010 GitHub stars

02Seamless CI/CD integration for GitHub Actions and GitLab CI

03Real-time Truth Scoring (0.0-1.0) for reliability metrics

04Instant Git-based rollback for changes failing quality thresholds

05Automated verification for security, logic, and best practices

06Interactive web dashboards for live monitoring and trend analysis

使用场景

01Implementing fail-safe deployments with automatic regression detection

02Gatekeeping production code via automated quality thresholds

03Monitoring AI agent performance and reliability during autonomous 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

010 GitHub stars

02Seamless CI/CD integration for GitHub Actions and GitLab CI

03Real-time Truth Scoring (0.0-1.0) for reliability metrics

04Instant Git-based rollback for changes failing quality thresholds

05Automated verification for security, logic, and best practices

06Interactive web dashboards for live monitoring and trend analysis

使用场景

01Implementing fail-safe deployments with automatic regression detection

02Gatekeeping production code via automated quality thresholds

03Monitoring AI agent performance and reliability during autonomous 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