Verification & Quality Assurance

Automate verification and rollback of faulty deployments across CI/CD pipelines.

5|Updated Oct 23, 2025
One-click install
npx skills add https://github.com/wrsmith108/figma-docker-init --skill verification-quality-assurance-wrsmith108
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Verification & Quality Assurance
Source: https://github.com/wrsmith108/figma-docker-init/tree/main/.claude/skills/verification-quality
Command: npx skills add https://github.com/wrsmith108/figma-docker-init --skill verification-quality-assurance-wrsmith108

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires claude-flow@alpha, git, node.js 18+.

What problem does it solve?

Ensuring high-quality code and reliable agent outputs is critical but often manual and inconsistent. This Skill provides a comprehensive, AI-driven system for real-time truth scoring, automated verification checks, and instant rollback of problematic changes, drastically reducing defects and maintaining codebase integrity.

Core Features & Use Cases

  • Truth Scoring: Real-time reliability metrics (0.0-1.0 scale) for code, agents, and tasks, with trends and confidence intervals.
  • Automated Verification Checks: Comprehensive validation of code correctness, best practices, security, performance, and documentation.
  • Automatic Rollback: Instantly reverts changes that fail verification (default threshold: 0.95), preventing bad code from reaching production.
  • Use Case: Integrate into a CI/CD pipeline to automatically verify every pull request. If the overall truth score falls below 0.95, the system blocks the merge and automatically rolls back any problematic changes, ensuring only high-quality code is integrated.

Quick Start

View current truth scores for your project, then run a verification check on src/app.js with a custom threshold of 0.98.

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 verification and prevent bad deployments to production?

Automate code verification by integrating truth scoring and automated rollback into your CI/CD pipeline. The system assigns a reliability score (0.0–1.0) to every change, blocks merges below 0.95 by default, and instantly reverts problematic code, ensuring only high-quality changes reach production.

What is truth scoring and how does it measure code quality?

Truth scoring is real-time reliability metrics on a 0.0–1.0 scale that validate code correctness, security, performance, and best practices. It generates confidence intervals and trend data, providing quantifiable quality signals across your codebase, agents, and task outputs.

Can I use automated rollback with my existing CI/CD pipeline and git workflow?

Yes. This Skill integrates directly into CI/CD pipelines and git workflows. It verifies pull requests in real time, blocks merges when truth scores fall below threshold, and automatically reverts changes using git, requiring only Node.js 18+ and claude-flow@alpha.

How do I set up verification checks for security and performance monitoring?

Configure verification checks to scan code for security vulnerabilities, performance bottlenecks, best practices, and documentation gaps. The system runs these checks automatically on every commit, generates truth scores, and triggers rollback when quality thresholds aren't met.

What happens if my code fails verification—can I adjust the rollback threshold?

Failed verification triggers automatic rollback at the default 0.95 threshold, but you can customize this threshold per check. The system exports detailed verification reports to your CI/CD platform, letting you review failures and adjust policies as needed.