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acarmonag
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Verification & Quality Assurance

Automate code security validation and reliability scoring for software projects.

2|Updated Apr 7, 2026
Search Tags:#rollback#verification#metrics#quality#truth-scoring#ci-cd
One-click install
npx skills add https://github.com/acarmonag/ai-runbook-automation --skill verification-quality-assurance-acarmonag
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Verification & Quality Assurance
Source: https://github.com/acarmonag/ai-runbook-automation/tree/main/.claude/skills/verification-quality
Command: npx skills add https://github.com/acarmonag/ai-runbook-automation --skill verification-quality-assurance-acarmonag

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill addresses the challenge of maintaining high code quality and system reliability by automating the verification of agent outputs and codebase integrity, preventing regressions through real-time monitoring and automated rollbacks.

Core Features & Use Cases

  • Truth Scoring: Provides a quantitative 0.0-1.0 reliability metric for code and agent tasks to identify quality trends.
  • Automated Rollback: Instantly reverts changes that fail to meet the 0.95 accuracy threshold, ensuring production stability.
  • CI/CD Integration: Enables seamless quality gating within deployment pipelines by exporting verification results as structured JSON.

Quick Start

Run the verification check on the current directory to ensure all code meets the quality threshold.

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 correctness and security validation in a CI/CD pipeline?▼

Automated code verification applies reliability scoring and security validation to code changes, preventing regressions by enforcing a 0.95 accuracy threshold. It generates a quantitative 0.0-1.0 metric to track quality trends across your software projects.

Can I automatically rollback code changes that fail quality checks?▼

Automated rollback is triggered instantly when code changes fail to meet the 0.95 accuracy threshold. This immediately reverts failing modifications, ensuring production stability and preventing regressions in your codebase.

Does the verification process require Git and Node.js to run?▼

Yes, the verification process requires Git for version control integration and Node.js for executing verification commands and dashboard reporting. Both must be installed in your environment to run the automated quality checks.

How do I export CI/CD verification results for deployment quality gating?▼

CI/CD verification results are exported as structured JSON. This output format enables seamless quality gating within deployment pipelines by allowing subsequent pipeline stages to parse the reliability metrics.

What is a truth scoring metric for agent-based development workflows?▼

Truth scoring is a quantitative 0.0-1.0 reliability metric applied to code and agent tasks. It identifies quality trends in agent-based development workflows by scoring the correctness and security of automated outputs.

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