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justSteve
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Verification & Quality Assurance

Automate code, agent, and task verification with threshold-based rollback.

Updated Oct 22, 2025
Search Tags:#code quality#quality assurance#CI/CD#rollback#verification#metrics#truth scoring
One-click install
npx skills add https://github.com/justSteve/myOrchestration --skill verification-quality-assurance-juststeve
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Verification & Quality Assurance
Source: https://github.com/justSteve/myOrchestration/tree/main/.claude/skills/verification-quality
Command: npx skills add https://github.com/justSteve/myOrchestration --skill verification-quality-assurance-juststeve

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

Ensuring consistent high-quality code and reliable agent outputs is difficult, often leading to manual reviews, missed bugs, and costly regressions that undermine project stability.

Core Features & Use Cases

  • Truth Scoring System: Provides real-time reliability metrics (0.0-1.0 score) for code, agent outputs, and tasks, with a critical threshold of 0.95 for production readiness.
  • Comprehensive Verification Checks: Automatically validates code correctness, adherence to best practices, security vulnerabilities, performance issues, and documentation quality.
  • Automatic Rollback: Instantly reverts changes that fail to meet the defined quality threshold, preventing bad code from entering the codebase.
  • Use Case: Integrate into your CI/CD pipeline to automatically verify every pull request. If the overall truth score drops below 0.95 due to new security vulnerabilities or poor code quality, the system can automatically block the merge and, if already merged, trigger a rollback to the last known good state.

Quick Start

View current truth scores for your codebase. Run a verification check on a specific file src/app.js with a threshold of 0.98. Rollback the last failed verification to a last-known-good state.

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 in my CI/CD pipeline?▼

Code quality verification automates checks on every commit or pull request, scoring reliability (0.0-1.0) and blocking merges below your threshold. This Skill integrates with Claude Flow, Git, and Node.js to validate correctness, security, and best practices, then automatically rollback if quality drops below 0.95.

What is a truth score and how does it measure code quality?▼

A truth score is a real-time reliability metric (0.0-1.0) that assesses code, agent outputs, and tasks across correctness, security vulnerabilities, performance, documentation, and best-practice adherence. The critical production threshold is 0.95; scores below trigger automatic rollback.

Can I automatically rollback failed code changes without manual intervention?▼

Yes. This Skill triggers automatic rollback when verification fails, reverting changes to the last known-good state instantly. It prevents bad code from entering production and eliminates manual rollback steps in your CI/CD workflow.

What dependencies and tools do I need to run verification checks?▼

You need Claude Flow CLI, Git, and Node.js 18 or later. The Skill exports metrics in JSON, table, CSV, and HTML formats for dashboards and threshold-based monitoring across your repository and agent outputs.

Does this work for monitoring agent outputs and tasks, or only code?▼

It covers code, agent outputs, and tasks. Apply it in real-time monitoring contexts for live dashboards and threshold-based checks, enabling comprehensive quality assurance beyond source code alone.

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