How many times will the AI agents iterate on a fix?

The workflow allows for up to three iterations of verification and fixing to ensure the code meets the required quality standards without infinite looping.

What is the Evaluator-Optimizer pattern used in this skill?

It is a workflow where one AI agent (Implementation AI) generates the code and another independent AI agent (Verification AI) reviews it, providing feedback for refinement until quality standards are met.

Does this skill replace security scanners like Trivy?

No, it is intended for implementation verification. For dedicated security scanning, you should use specialized tools like security-scan-trivy.

When should I use Dual-AI Review instead of a standard review?

Use it for critical updates, security-sensitive code, or complex logic where a standard single-pass review might miss subtle bugs or regressions.

Dual-AI Code Review

Name: Dual-AI Code Review
Author: taiyousan15

bytaiyousan15

0•

Security & Testing

Enhances code quality by employing a two-agent Evaluator-Optimizer workflow to automatically write, verify, and refine implementations.

The Dual-AI Review skill implements the sophisticated Evaluator-Optimizer pattern to ensure high-grade code quality and security. By decoupling the implementation and verification roles between two independent AI agents, it creates a rigorous feedback loop that identifies vulnerabilities and logic errors before code is finalized. This skill is specifically designed for mission-critical tasks where standard reviews are insufficient, utilizing a multi-pass process that can reduce bugs by 30-60% through iterative refinement.

Key Features

01Evaluator-Optimizer workflow pattern

02Independent verification by specialized security and review agents

03Rigorous security and implementation verification

04Seamless integration with backend and API development agents

050 GitHub stars

06Iterative feedback loop with up to 3 automatic refinement cycles

Use Cases

01Implementing security-sensitive features requiring mandatory verification

02Validating complex logic transitions to prevent regression bugs

03Reviewing mission-critical system components for high reliability

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add taiyousan15/taisun_agent dual-ai-review

For use in Claude.ai and ChatGPT

Download Skill