Verification & Quality Assurance

Verify code quality and roll back changes below a 0.95 accuracy threshold.

25|41|Updated Nov 24, 2025
One-click install
npx skills add https://github.com/agenticsorg/hackathon-tv5 --skill verification-quality-assurance-agenticsorg
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Verification & Quality Assurance
Source: https://github.com/agenticsorg/hackathon-tv5/tree/main/.claude/skills/verification-quality
Command: npx skills add https://github.com/agenticsorg/hackathon-tv5 --skill verification-quality-assurance-agenticsorg

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill addresses the critical need for maintaining high standards in code quality, agent outputs, and overall system reliability by providing automated verification and rollback mechanisms.

Core Features & Use Cases

  • Truth Scoring: Provides real-time reliability metrics for code, agents, and tasks.
  • Automated Verification: Conducts checks for code correctness, security, and best practices.
  • Automatic Rollback: Reverts changes that fail verification, ensuring system stability.
  • Use Case: A development team can use this Skill to automatically verify every code commit. If a commit introduces a security vulnerability or significantly lowers the code's truth score below a predefined threshold (e.g., 0.95), the Skill will automatically roll back the changes and notify the developer, preventing the introduction of faulty code into the main branch.

Quick Start

Run a verification check on the current directory to ensure code quality.

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 for agentic systems in CI/CD?

Automate code quality verification by integrating truth scoring and automated checks into CI/CD pipelines to enforce accuracy thresholds for agents and tasks. It evaluates commits against a 0.95 accuracy threshold in real-time.

What is truth scoring for code quality and how does it work?

Truth scoring provides real-time reliability metrics for code, agents, and tasks by evaluating correctness and security. It enforces a 0.95 accuracy threshold to determine if changes pass verification or require rollback.

Do I need Claude Flow and Node.js to run automated rollback for code commits?

Yes, automated rollback requires Claude Flow, Git, and Node.js for full functionality. These dependencies provide the environment to revert changes failing verification and falling below the 0.95 accuracy threshold.

Can I use this verification Skill to prevent faulty code from entering the main branch?

Yes, you can prevent faulty code from entering the main branch by automatically rolling back commits that introduce vulnerabilities or lower the truth score below 0.95. The Skill reverts failing changes and notifies developers.

When should I use automated rollback instead of manual code review?

Use automated rollback when enforcing strict 0.95 accuracy thresholds and real-time security checks within CI/CD pipelines without human delay. It ensures system stability by reverting faulty commits before they reach the main branch.