How does the automatic rollback feature work?

If a verification check falls below the defined threshold (defaulting at 0.95), the system automatically uses Git to revert the codebase to its last known good state to prevent regressions.

What aspects of the code are verified?

The system evaluates code correctness (syntax/types), security vulnerabilities, performance complexity, adherence to SOLID principles, and documentation completeness.

What is a Truth Score in this skill?

A Truth Score is a reliability metric ranging from 0.0 to 1.0 that evaluates the correctness of code or agent tasks based on syntax validation, logic flow, and best practices.

Can I integrate these checks into GitHub Actions?

Yes, the skill provides JSON output capabilities specifically designed for CI/CD pipelines, allowing you to fail builds or upload quality reports automatically.

Does it support real-time monitoring?

Yes, the skill includes a 'watch' mode for terminal metrics and a full interactive web dashboard for real-time quality visualization.

Verification & Quality Assurance

Name: Verification & Quality Assurance
Author: ellisapotheosis

byellisapotheosis

0•

Security & Testing

Automates code verification and truth scoring with integrated rollback systems to maintain high codebase reliability.

This skill provides a robust framework for maintaining software integrity by implementing a multi-layered verification system for AI-generated outputs. It utilizes real-time truth scoring to evaluate agent tasks, performs deep scans for security and performance, and automatically rolls back changes that fail to meet specific accuracy thresholds. Designed for developers who prioritize stability, it offers visual dashboards and detailed statistical analysis to track quality trends and ensure that every contribution to the codebase meets production-grade standards.

Key Features

01Real-time truth scoring (0.0-1.0 scale) for code reliability and agent task accuracy.

020 GitHub stars

03Automated verification checks covering security, performance, logic, and best practices.

04Automatic Git-based rollback system that reverts changes failing the 0.95 quality threshold.

05Comprehensive CI/CD integration with structured exports in JSON, CSV, and HTML formats.

06Interactive web-based dashboard for live monitoring of codebase metrics and trends.

Use Cases

01Establishing automated quality gates for AI-generated code in professional development workflows.

02Implementing high-confidence CI/CD pipelines that require strict verification before deployment.

03Monitoring agent performance and reliability during complex, multi-step refactoring tasks.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ellisapotheosis/project-nyra verification-quality

For use in Claude.ai and ChatGPT

Download Skill