SKILL·B7C9C5

Verification & Quality Assurance

frankxai
Updated 1 month ago
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Otherverificationtruth-scoringqualityrollbackmetricsci-cd

About

This skill provides automated verification and rollback for agent-generated code, using truth scoring and quality checks against a 0.95 accuracy threshold. It ensures codebase reliability by validating correctness, security, and best practices, then automatically reverting substandard changes. Use it to maintain high-quality outputs in CI/CD pipelines or any automated coding workflow.

Quick Install

Claude Code

Recommended
Primary
npx skills add frankxai/arcanea -a claude-code
Plugin CommandAlternative
/plugin add https://github.com/frankxai/arcanea
Git CloneAlternative
git clone https://github.com/frankxai/arcanea.git ~/.claude/skills/Verification & Quality Assurance

Copy and paste this command in Claude Code to install this skill

GitHub Repository

frankxai/arcanea
Path: .claude/skills/verification-quality
0
agentic-codingagentsaiclaude-codecontext-engineeringcreative-ai
FAQ

Frequently asked questions

What is the Verification & Quality Assurance skill?

Verification & Quality Assurance is a Claude Skill by frankxai. Skills package instructions and resources that Claude loads on demand, so Claude can perform Verification & Quality Assurance-related tasks without extra prompting.

How do I install Verification & Quality Assurance?

Use the install commands on this page: add Verification & Quality Assurance to Claude Code as a plugin, or clone its repository into your skills directory, then restart Claude so it picks up the skill.

What category does Verification & Quality Assurance belong to?

Verification & Quality Assurance is in the quality-assurance category, tagged verification, truth-scoring, quality, rollback, metrics and ci-cd.

Is Verification & Quality Assurance free to use?

Yes. Verification & Quality Assurance is listed on AIMCP and free to install. It runs inside Claude, so no separate service account is required to use the skill itself.

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This skill provides automated verification and quality assurance for code and agent outputs, including truth scoring and validation checks. It enables automatic rollback for failed quality checks and integrates with CI/CD pipelines. Use it to validate code changes before merging or to ensure the correctness of generated outputs.

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This skill provides automated quality verification for code and agent outputs using truth scoring and quality checks. It automatically rolls back changes that fall below a 0.95 accuracy threshold, ensuring codebase reliability. Use it for CI/CD integration and maintaining high-quality standards in development workflows.

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This skill provides automated verification and rollback for code quality, scoring outputs on a 0.0-1.0 scale and automatically reverting changes below a 0.95 accuracy threshold. It validates code correctness, security, and best practices while tracking quality metrics. Use it to ensure reliable agent outputs and maintain codebase integrity in CI/CD workflows.

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This skill automatically detects and fixes validation pattern violations across all agent profiles. It ensures security best practices and prevents validation anti-patterns through automated compliance checking. Developers should use it to enforce 100% validation compliance and integrate security scanning into their CI/CD pipelines.

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