What kind of security checks does it perform?

It evaluates code for common vulnerabilities, performs secret detection, validates inputs, and ensures adherence to authentication and authorization best practices.

What is a Truth Score in this skill?

A Truth Score is a metric from 0.0 to 1.0 that represents the reliability, correctness, and quality of a specific code snippet or agent task output.

How does the automatic rollback feature work?

If a verification check fails to meet the set accuracy threshold (default 0.95), the skill automatically uses Git to revert the changes to the last known good state.

Can I integrate these checks into my CI/CD pipeline?

Yes, the skill provides structured JSON output and CLI commands specifically designed for integration with GitHub Actions, GitLab CI, and other automation tools.

Is there a visual way to track code quality trends?

Yes, the skill includes an interactive web-based dashboard that provides real-time updates, charts, and historical trend analysis of your project's truth scores.

Verification & Quality Assurance

Name: Verification & Quality Assurance
Author: Activer007

byActiver007

0•

Security & Testing

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

This skill establishes a robust quality control layer for Claude-generated code and agent tasks by implementing a sophisticated 'Truth Scoring' system. It evaluates reliability on a 0.0-1.0 scale, ensuring that only high-confidence, production-grade outputs are committed. With built-in security scanning, performance auditing, and an automatic Git rollback mechanism for changes that fall below accuracy thresholds, it provides developers with the safety nets required to integrate AI agents into professional CI/CD pipelines and collaborative development workflows.

Key Features

01Interactive web-based dashboard for quality metrics and trends

02Real-time Truth Scoring (0.0-1.0) for code and agent tasks

03Instant Git-based rollback system for failed verifications

04Seamless CI/CD integration with structured JSON/HTML reporting

05Automated correctness, security, and best practice validation

060 GitHub stars

Use Cases

01Monitoring the reliability and performance of AI agents in a swarm environment

02Enforcing strict quality gates for AI-generated code in Pull Requests

03Automatically reverting breaking changes during automated refactoring sessions

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

Key Features

01Interactive web-based dashboard for quality metrics and trends

02Real-time Truth Scoring (0.0-1.0) for code and agent tasks

03Instant Git-based rollback system for failed verifications

04Seamless CI/CD integration with structured JSON/HTML reporting

05Automated correctness, security, and best practice validation

060 GitHub stars

Use Cases

01Monitoring the reliability and performance of AI agents in a swarm environment

02Enforcing strict quality gates for AI-generated code in Pull Requests

03Automatically reverting breaking changes during automated refactoring sessions

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