What specific aspects of code are verified?

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

Can I integrate this with my existing CI/CD pipeline?

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

What is the Truth Scoring system?

Truth Scoring is a metric from 0.0 to 1.0 that evaluates the reliability of code and agent tasks based on syntax, logic flow, security, and best practices.

How does the automatic rollback feature function?

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

Is there a visual way to monitor these quality metrics?

Yes, the skill includes an interactive web-based dashboard that provides real-time updates, trend analysis, and agent performance comparisons.

Verification & Quality Assurance

Name: Verification & Quality Assurance
Author: Microck

byMicrock

•

セキュリティとテスト

Ensures codebase reliability through automated truth scoring, multi-layer quality verification, and instant rollback systems.

This skill establishes a robust quality gate for AI-driven development by implementing a sophisticated verification framework that monitors code correctness, security, and performance. It utilizes a real-time 'Truth Scoring' system to quantify output reliability on a 0.0-1.0 scale, allowing teams to set strict accuracy thresholds for autonomous agents. With built-in automatic rollback capabilities, interactive monitoring dashboards, and seamless CI/CD integration, it provides the essential guardrails needed to maintain production-grade standards while leveraging Claude for complex engineering tasks.

主な機能

01Interactive web dashboard for monitoring code health trends

02Real-time Truth Scoring (0.0-1.0) to measure output reliability

0381 GitHub stars

04Deep CI/CD integration for GitHub Actions and GitLab pipelines

05Instant Git-based rollback for changes failing quality thresholds

06Automated verification of logic, security, performance, and style

ユースケース

01Monitoring agent performance and reliability across large-scale refactors

02Setting automated quality gates for AI-generated code contributions

03Automating security and best-practice audits in continuous delivery

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add microck/ordinary-claude-skills verification-quality-assurance

For use in Claude.ai and ChatGPT

Download Skill