Verification & Quality Assurance

Automate code, agent, and task verification with real-time truth scoring.

1|Updated Mar 11, 2026
One-click install
npx skills add https://github.com/Fl2vio/ai-code-analyst --skill verification-quality-assurance-fl2vio
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Verification & Quality Assurance
Source: https://github.com/Fl2vio/ai-code-analyst/tree/main/.claude/skills/verification-quality
Command: npx skills add https://github.com/Fl2vio/ai-code-analyst --skill verification-quality-assurance-fl2vio

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automate reliability validation across code, agents, and tasks by delivering real-time truth scoring, automated checks, and rollback mechanisms that protect production quality.

Core Features & Use Cases

  • Truth Scoring: Real-time reliability metrics on code, agents, and tasks with threshold-based alerting.
  • Verification Checks: Automated validation for code correctness, security, performance, and documentation.
  • Automatic Rollback: Instant revert of changes that fail verification to maintain stability.
  • Quality Metrics & Dashboards: Statistical insights, trends, and live dashboards for monitoring.
  • CI/CD Integration: Seamless exportable results for pipelines and reports.

Quick Start

Run a quick verification to view current truth scores and perform a basic code quality check.

Frequently Asked Questions about Verification & Quality Assurance

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I calculate a truth score for code correctness in CI/CD pipelines?

Truth scoring calculates real-time reliability metrics on a 0.0-1.0 scale for code, agents, and tasks. You can export these automated verification results as JSON or HTML reports directly within your CI/CD pipelines.

Can I automate rollback for failed verification checks during deployment?

Yes, automated rollback instantly reverts changes that fail verification checks to maintain production stability. This mechanism is triggered automatically when code correctness, security, performance, or documentation thresholds are not met.

What is real-time truth scoring for software reliability?

Real-time truth scoring removes uncertainty from software reliability by assigning a 0.0-1.0 metric to code, agents, and tasks. It provides threshold-based alerting and automated checks across development and operations.

Does this verification tool generate dashboards for monitoring quality metrics?

Yes, the tool provides quality metrics and live dashboards for monitoring ongoing quality. It generates statistical insights and trends that can be exported for operational monitoring and CI/CD integration.

How do I run a quick verification check on code quality?

You can run a quick verification to view current truth scores and perform a basic code quality check. This initiates automated validation for code correctness, security, performance, and best practices.

What automated checks are included for code quality assurance?

Automated verification checks validate code correctness, security, performance, documentation, and best practices. These checks operate across development and operations to trigger automatic rollbacks if quality thresholds fail.