Is there a visual way to monitor code quality?

Yes, the skill includes an interactive web-based dashboard that displays real-time quality trends, agent performance comparisons, and task history.

What specific code aspects are verified?

The system evaluates code correctness (syntax and types), security vulnerabilities, performance complexity, documentation completeness, and style adherence.

What is the Truth Scoring system in this skill?

Truth Scoring is a reliability metric on a scale of 0.0 to 1.0 that evaluates code correctness, security, and adherence to best practices, with 0.95 typically being the threshold for production-ready code.

Can I integrate this with GitHub Actions?

Yes, the skill provides CLI commands that output structured JSON, making it easy to fail builds or generate reports within GitHub Actions, GitLab CI, and other CI/CD tools.

How does the automatic rollback feature work?

If a code change or agent task fails to meet the specified verification threshold, the skill uses Git integration to instantly revert the codebase to the last known good state.

Code Verification & Quality Assurance

Name: Code Verification & Quality Assurance
Author: nbossn

bynbossn

0•

安全与测试

Ensures codebase reliability through high-precision truth scoring, automated quality checks, and intelligent rollback systems.

The Verification & Quality Assurance skill establishes a rigorous safety framework for AI-assisted development by implementing a standardized 0.95 accuracy threshold. It quantifies code quality using real-time truth scoring, which analyzes logic flow, security vulnerabilities, and adherence to best practices. By integrating automatic rollbacks for substandard outputs and providing interactive dashboards for statistical analysis, this skill enables teams to maintain high production standards while leveraging the speed of AI agents. It is designed to work seamlessly across local development environments and CI/CD pipelines to provide a data-driven approach to code integrity.

主要功能

01Automated verification of security, performance, and SOLID principles

02Seamless CI/CD integration with structured JSON, CSV, and HTML reporting

03Real-time Truth Scoring (0.0-1.0 scale) for objective reliability measurement

04Instant rollback system for code changes failing the 0.95 accuracy threshold

050 GitHub stars

06Interactive dashboards with live quality metrics and statistical trend analysis

使用场景

01Monitoring and auditing AI agent performance during complex refactoring tasks

02Implementing automated quality gates in CI/CD pipelines to prevent regressions

03Ensuring production-ready code through automated security and best-practice validation

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add nbossn/claude-code-base verification-quality

For use in Claude.ai and ChatGPT

主要功能

01Automated verification of security, performance, and SOLID principles

02Seamless CI/CD integration with structured JSON, CSV, and HTML reporting

03Real-time Truth Scoring (0.0-1.0 scale) for objective reliability measurement

04Instant rollback system for code changes failing the 0.95 accuracy threshold

050 GitHub stars

06Interactive dashboards with live quality metrics and statistical trend analysis

使用场景

01Monitoring and auditing AI agent performance during complex refactoring tasks

02Implementing automated quality gates in CI/CD pipelines to prevent regressions

03Ensuring production-ready code through automated security and best-practice validation