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Verification & Quality Assurance

Automate verification checks and rollback with configurable truth scoring thresholds.

2|Updated May 8, 2026
Search Tags:#automation#dashboards#rollback#verification#ci-cd#quality-assurance#truth-scores
One-click install
npx skills add https://github.com/xotong/claude-marketplace --skill verification-quality-assurance-xotong
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Verification & Quality Assurance
Source: https://github.com/xotong/claude-marketplace/tree/main/plugins/gstack/skills/verification-quality
Command: npx skills add https://github.com/xotong/claude-marketplace --skill verification-quality-assurance-xotong

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates comprehensive verification and automatic rollback to ensure code quality and reliable agent outputs.

Core Features & Use Cases

  • Truth scoring, automated verification checks, and instant rollback to maintain reliability across code, tasks, and agent workflows.
  • Real-time dashboards and exportable reports for CI/CD integration and operational visibility.
  • Use Case: In a development sprint, verify changes after commits and automatically rollback when thresholds are not met to preserve production stability.

Quick Start

Run the verification workflow to view truth scores, execute checks, and perform automatic rollbacks.

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 and rollback in a CI/CD pipeline?▼

To automate code quality verification and rollback in a CI/CD pipeline, run the verification workflow to execute checks, view truth scores, and perform automatic rollbacks when thresholds are not met.

What is truth scoring and how does it ensure reliable agent outputs?▼

Truth scoring is an automated verification mechanism that evaluates code, tasks, and agent workflows against configurable thresholds to ensure reliable outputs and trigger instant rollbacks if quality drops.

Can I generate real-time dashboards and exportable reports for production monitoring?▼

Yes, you can generate real-time dashboards and exportable reports during production monitoring to provide operational visibility and track verification checks across files, tasks, and agent workflows.

How do I configure thresholds to automatically rollback changes after commits?▼

You can configure thresholds within the verification workflow to automatically rollback changes after commits when truth scores or automated checks fail to meet your specified quality criteria.

Does the automated rollback work for both development sprints and production monitoring?▼

Yes, automated rollback works for both development sprints and production monitoring, instantly reverting code, tasks, or agent workflows to preserve stability when verification thresholds are not met.

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