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

Yes, the skill supports JSON, CSV, and HTML exports, making it easy to integrate with GitHub Actions, GitLab CI, and other automation tools for automated quality gating.

How does the automatic rollback work?

If a code change fails the verification check or falls below the accuracy threshold (default 0.95), the skill uses Git to instantly revert the codebase to its last known good state.

What is a Truth Score?

A Truth Score is a real-time reliability metric between 0.0 and 1.0 that measures the quality, correctness, and reliability of code changes, agents, and specific development tasks.

What specific checks are performed during verification?

The system evaluates code correctness (syntax/types), security (vulnerability scanning), best practices (SOLID/style), performance (complexity), and documentation quality.

Verification & Quality Assurance

Name: Verification & Quality Assurance
Author: ellisapotheosis

byellisapotheosis

0•

セキュリティとテスト

Automates code quality verification, truth scoring, and intelligent rollbacks to ensure high-reliability agent outputs.

This skill provides a robust framework for maintaining codebase integrity through real-time truth scoring and multi-dimensional verification. It evaluates code correctness, security vulnerabilities, and adherence to best practices, automatically rolling back changes that fall below a defined confidence threshold (defaulting to 0.95). Designed for high-stakes AI development, it integrates seamlessly with CI/CD pipelines and provides interactive dashboards to monitor performance trends across different agents and tasks, ensuring that every AI-driven contribution meets production-grade standards.

主な機能

01Instant Git-based rollback for failed quality checks

02Automated security, logic, and best practice verification

03Statistical trend analysis and confidence intervals

04Real-time Truth Scoring (0.0-1.0) for agents and tasks

05Interactive live dashboards and monitoring tools

060 GitHub stars

ユースケース

01Ensuring production-grade reliability for AI-generated code

02Automating quality gates in CI/CD pipelines

03Monitoring agent performance across complex development 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