Verification & Quality Assurance

Verify code and agent outputs with real-time truth scores and automatic rollback.

Updated Jan 7, 2026

Search Tags:#rollback #verification #code-quality #truth-scoring #ci-cd #quality-assurance

Ready to run

npx skills add https://github.com/Aktoh-Cyber/agent-control-plane --skill verification-quality-assurance-aktoh-cyber

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: Verification & Quality Assurance
Source: https://github.com/Aktoh-Cyber/agent-control-plane/tree/main/.claude/skills/verification-quality
Command: npx skills add https://github.com/Aktoh-Cyber/agent-control-plane --skill verification-quality-assurance-aktoh-cyber

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Ensures reliability across code and agent outputs by providing real-time truth scoring, automated verification, and safe rollback controls to prevent low-quality changes from propagating.

Core Features & Use Cases

Truth Scoring: real-time reliability metrics (0.0-1.0) for code, agents, and tasks.
Verification Checks: automated correctness, security, performance, and documentation validations.
Automatic Rollback: immediate revert of changes that fail verification with configurable thresholds.
Governance & Dashboards: live dashboards and reports for monitoring, auditing, and governance.
CI/CD Integration: export-ready results and hooks for automated pipelines.

Quick Start

Run a full verification on your project and review the auto-generated truth scores and rollback recommendations.

Frequently Asked Questions about Verification & Quality Assurance

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

FAQPage Schema

How does automated code verification and truth scoring work in CI/CD pipelines?▼

Automated code verification in CI/CD pipelines works by applying real-time truth scores (0.0-1.0) to code changes, running correctness and security checks, and providing export-ready results to prevent low-quality updates from propagating.

Can I set up automatic rollback for failed code changes in multi-agent ecosystems?▼

Yes, you can set up automatic rollback for failed code changes in multi-agent ecosystems by configuring verification thresholds that immediately revert updates failing correctness or security validations.

What is the best way to monitor agent fleet governance and reliability metrics?▼

Monitoring agent fleet governance and reliability metrics is best achieved by using live truth dashboards that aggregate real-time scores, verification reports, and auditing data across self-hosted agents.

Does automated verification support Git integration for safe code rollbacks?▼

Automated verification supports Git integration by providing hooks for automated pipelines, enabling immediate safe rollbacks when code updates fail to meet configured quality or security thresholds.

When do I need to configure truth score thresholds for code quality assurance?▼

You need to configure truth score thresholds for code quality assurance when deploying across CI/CD pipelines or multi-agent ecosystems to ensure automated rollbacks trigger reliably before low-quality changes propagate.

What limitations exist when applying truth scoring to self-hosted agent fleets?▼

Limitations when applying truth scoring to self-hosted agent fleets include the requirement to configure specific verification thresholds and the necessity of Git and CI tool integrations to enable automatic rollbacks.