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Verification & Quality Assurance

Score truth, verify code, and rollback failed changes in CI/CD workflows.

75|17|Updated Jan 11, 2026
Search Tags:#rollback#verification#metrics#dashboard#quality#truth-scoring#ci-cd
One-click install
npx skills add https://github.com/smith-horn/skillsmith --skill verification-quality-assurance-smith-horn
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Verification & Quality Assurance
Source: https://github.com/smith-horn/skillsmith/tree/main/.claude/skills/verification-quality
Command: npx skills add https://github.com/smith-horn/skillsmith --skill verification-quality-assurance-smith-horn

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill provides truth scoring, automated verification, and an automatic rollback system to ensure high-quality agent outputs and reliable codebases. It addresses the need for real-time reliability metrics, automated checks, and safe rollback across software projects.

Core Features & Use Cases

  • Truth Scoring: Real-time reliability metrics for code, agents, and tasks.
  • Verification Checks: Automated validation for code correctness, security, performance, and best practices.
  • Automatic Rollback: Instant reversion of changes that fail verification at a configurable threshold.
  • Metrics & Dashboards: Live dashboards and exportable metrics for CI/CD pipelines.
  • CI/CD Integration: Hooks and outputs to streamline automated quality gates.
  • Real-time Monitoring: Watch modes and dashboards for continuous quality assurance.

Quick Start

  • View current truth scores: npx claude-flow@alpha truth
  • Run a verification check: npx claude-flow@alpha verify check
  • Generate a JSON verification report: npx claude-flow@alpha verify check --json > verification.json

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 rollback in a CI/CD pipeline?▼

You can automate code verification and rollback in a CI/CD pipeline by using automated truth scoring checks that validate correctness and instantly revert failing changes at a configurable threshold.

What is truth scoring for software code quality?▼

Truth scoring for software code quality provides real-time reliability metrics for code, agents, and tasks to ensure continuous validation and maintain a reliable codebase across projects.

Do I need a Git repository to enable automatic rollback for deployments?▼

Yes, a Git repository is required to enable automatic rollback for deployments, as the system relies on it to instantly revert changes that fail verification checks.

How do I generate a JSON verification report for code reviews?▼

You generate a JSON verification report for code reviews by running the verification check command with the JSON flag, exporting automated validation results for correctness, security, and performance directly.

Can I use real-time monitoring dashboards for CI/CD quality gates?▼

Yes, you can use real-time monitoring dashboards for CI/CD quality gates by leveraging watch modes and exportable metrics that provide live reliability data to streamline automated checks.

Does automated quality assurance work with Node.js and Claude Flow?▼

Automated quality assurance works with Node.js 18+ and Claude Flow, requiring the Node.js runtime for dashboard functionality and Claude Flow to execute truth scoring and verification commands.

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