SKILL·A639A7

Verification & Quality Assurance

natea
Updated 2 months ago
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Otherverificationtruth-scoringqualityrollbackmetricsci-cd

About

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.

Quick Install

Claude Code

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

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

GitHub Repository

natea/fitfinder
Path: .claude/skills/verification-quality
0
FAQ

Frequently asked questions

What is the Verification & Quality Assurance skill?

Verification & Quality Assurance is a Claude Skill by natea. 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 assurance for code and agent outputs through truth scoring, verification checks, and automatic rollback when scores fall below a 0.95 threshold. It's designed for developers to integrate into CI/CD pipelines to ensure codebase reliability and maintain high-quality standards. Use it to automatically validate code correctness, security, and best practices while tracking quality metrics over time.

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