How does the Verify skill work?

It executes a workflow defined in your local command files to send code snippets to external models like GPT and Gemini for an independent audit.

Does this skill require external API access?

Yes, to function as intended, the skill typically requires access to GPT and Gemini via their respective APIs as configured in your local environment.

Why use multiple AI models for verification?

Different models have different strengths and training data; cross-referencing helps identify errors that a single model might consistently overlook.

Can I customize the verification criteria?

Absolutely. You can modify the instructions within the .claude/commands/verify.md file to focus on specific standards like performance, security, or style.

Cross-AI Code Verifier

Name: Cross-AI Code Verifier
Author: garimto81

bygarimto81

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Security & Testing

Verifies code quality and logic by cross-referencing implementation details across multiple AI models including GPT and Gemini.

The Cross-AI Verifier skill enhances development reliability by implementing a multi-model validation workflow. When triggered, it utilizes external AI models such as GPT and Gemini to audit and verify Claude's code outputs, effectively reducing hallucinations and catching subtle logic errors. This provides a robust secondary review layer for complex refactoring, algorithmic implementation, or security-sensitive code changes, ensuring that your codebase benefits from diverse AI perspectives.

Key Features

01Multi-model validation using GPT and Gemini integrations

02Configurable workflow via local command files

031 GitHub stars

04Automated cross-referencing to eliminate AI hallucinations

05Consensus-based verification for critical bug fixes

06Secondary logic auditing for complex codebases

Use Cases

01Performing secondary security audits on sensitive backend logic

02Validating major refactoring tasks across multiple LLM perspectives

03Reviewing complex mathematical or algorithmic code for accuracy

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add garimto81/claude verify

For use in Claude.ai and ChatGPT

Download Skill