Verification & Quality Assurance

Name: Verification & Quality Assurance
Availability: InStock
Author: dabblersport

Run verification checks with truth scoring and automated rollbacks.

Updated Feb 26, 2026

Search Tags:#quality assurance #ci/cd #rollback #verification #truth scoring #regression

Ready to run

npx skills add https://github.com/dabblersport/webapp --skill verification-quality-assurance-dabblersport

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: Verification & Quality Assurance
Source: https://github.com/dabblersport/webapp/tree/main/.claude/skills/verification-quality
Command: npx skills add https://github.com/dabblersport/webapp --skill verification-quality-assurance-dabblersport

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires @noble/ed25519, and includes scripts (resource) components.

What problem does it solve?

This skill addresses the challenge of maintaining high code quality and system reliability by automating verification, truth scoring, and regression protection.

Core Features & Use Cases

Truth Scoring: Provides real-time reliability metrics (0.0-1.0) for code and agent tasks to ensure production readiness.
Automated Rollback: Instantly reverts changes that fail to meet the 0.95 accuracy threshold, protecting the codebase from regressions.
CI/CD Integration: Enables seamless quality gating in pipelines, ensuring that only verified code is published.

Quick Start

Use the verification skill to run a full quality check on the current directory and display the results.

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 reliability and quality gating in a CI/CD pipeline?▼

Automated code reliability and quality gating uses truth scoring and regression testing within CI/CD pipelines to ensure only verified code is published. It provides real-time reliability metrics and enforces automated rollbacks for failing changes.

What is truth scoring and how does it measure agent output validation?▼

Truth scoring is a verification mechanism that provides real-time reliability metrics scaled from 0.0 to 1.0 for code and agent tasks. It measures agent output validation to ensure production readiness by quantifying behavioral accuracy.

How do I trigger an automated rollback when regression testing fails?▼

Automated rollback triggers instantly when changes fail to meet the 0.95 accuracy threshold during regression testing. This protects the codebase by automatically reverting unverified code that drops below the required reliability metric.

Does cryptographic witness verification require specific dependencies?▼

Cryptographic witness verification requires the @noble/ed25519 dependency to validate behavioral smoke tests and monotone-decreasing baseline audits. This ensures secure, verifiable truth scoring across local development and CI/CD environments.

What is the best way to run a full quality check on my current directory?▼

The best way to run a full quality check on a current directory is to execute the verification scripts to perform behavioral smoke testing and display the resulting truth scoring metrics. This validates codebase reliability locally before pipeline integration.

When do I need monotone-decreasing baseline audits for codebase reliability?▼

Monotone-decreasing baseline audits are needed when enforcing strict regression protection and quality gating in CI/CD pipelines. They ensure codebase reliability does not degrade over time by verifying that baseline error rates continuously decrease.