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andrewblockernst
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Verification & Quality Assurance

Automates code quality verification and rollback with Python scripts and Git integration.

Updated Feb 22, 2026
Search Tags:#code quality#CI/CD#rollback#truth scoring#code verification
One-click install
npx skills add https://github.com/andrewblockernst/casando-paginas --skill verification-quality-assurance-andrewblockernst
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Verification & Quality Assurance
Source: https://github.com/andrewblockernst/casando-paginas/tree/main/casandopaginas/.claude/skills/verification-quality
Command: npx skills add https://github.com/andrewblockernst/casando-paginas --skill verification-quality-assurance-andrewblockernst

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires claude-flow, git, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill addresses the challenge of maintaining high-quality code outputs and ensuring codebase reliability by providing automated truth scoring, code quality verification, and automatic rollback capabilities.

Core Features & Use Cases

  • Truth Scoring: Real-time reliability metrics for code, agents, and tasks (0.0-1.0 scale).
  • Verification Checks: Automated code correctness, security, and best practices validation.
  • Automatic Rollback: Instant reversion of changes that fail verification (default threshold: 0.95).
  • Quality Metrics: Statistical analysis with trends, confidence intervals, and improvement tracking.
  • CI/CD Integration: Export capabilities for continuous integration pipelines.
  • Real-time Monitoring: Live dashboards and watch modes for ongoing verification.
  • Use Case: For organizations that require strict code quality control and need to ensure that all changes to their codebase meet a defined quality threshold.

Quick Start

Run the verification check for your codebase using the command: npx claude-flow@alpha verify check

Frequently Asked Questions about Verification & Quality Assurance

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate code quality verification and rollback in a CI/CD pipeline?▼

Automated code quality verification and rollback uses Python scripts and Git integration to validate code correctness and revert changes that fail defined reliability thresholds. You can export these metrics directly into continuous integration pipelines.

What is truth scoring in code verification?▼

Truth scoring provides real-time reliability metrics for code, agents, and tasks on a 0.0 to 1.0 scale. It quantifies codebase reliability to determine if changes meet a defined quality threshold before deployment.

Do I need Git and Claude Flow to run automated code rollback?▼

Yes, Git and Claude Flow are required dependencies to manage code changes and enforce quality standards. They enable the automatic reversion of changes that fail verification checks.

How do I check code correctness and best practices using Claude Flow?▼

You can run verification checks for codebase correctness, security, and best practices validation by executing the command `npx claude-flow@alpha verify check` in your software development workflow.

What is the default threshold for automatic rollback in code quality checks?▼

The default threshold for automatic rollback is 0.95 on the truth scoring scale. Changes scoring below this reliability metric are instantly reverted to maintain high code quality.

Can I monitor code quality metrics and trends in real-time?▼

Real-time monitoring offers live dashboards and watch modes for ongoing verification. It provides statistical analysis with trends, confidence intervals, and improvement tracking for codebase reliability.

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