adversarial-review

Name: adversarial-review
Availability: InStock
Author: MengXi

Spawn opposite-model reviewers to critique code diffs and synthesize verdicts.

9.0k|629|Updated Apr 16, 2025

Search Tags:#code-review #critique #adversarial #verdict #opposite-model #brain-principles #reviewer-lenses

Ready to run

npx skills add https://github.com/mengxi-ream/read-frog --skill adversarial-review-mengxi-ream

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: adversarial-review
Source: https://github.com/mengxi-ream/read-frog/tree/main/.agents/skills/adversarial-review
Command: npx skills add https://github.com/mengxi-ream/read-frog --skill adversarial-review-mengxi-ream

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Adversarial code review uses opposite-model reviewers to challenge work and surface hidden issues before shipping.

Core Features & Use Cases

Spawn 1–3 reviewers on the opposite model to critique changes across distinct lenses.
Generate a synthesized verdict that guides decision-making without altering the original code.
Reference brain/principles and leverages reviewer-lenses to uncover edge cases and failures in diffs.

Quick Start

Provide a diffs bundle to trigger the opposite-model adversarial review.

Frequently Asked Questions about adversarial-review

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

FAQPage Schema

What is adversarial code review and how does it surface hidden flaws in diffs?▼

Adversarial code review spawns 1–3 reviewers on the opposite model to critique software changes across distinct lenses. It produces a synthesized verdict that guides decision-making and reveals hidden flaws before shipping.

How do I run an adversarial review on a large commit using the opposite model?▼

To run an adversarial review, provide a diffs bundle to trigger the opposite model's CLI to spawn reviewers. These reviewers adhere to defined lenses and brain principles to generate a synthesized verdict.

Can I use adversarial review for planning sessions or is it only for code diffs?▼

Adversarial review is applicable to both code diffs and planning sessions. By leveraging reviewer-lenses, the opposite-model reviewers can challenge work and uncover edge cases across various stages of development.

Does adversarial code review alter the original code in my large commits?▼

Adversarial code review does not alter the original code. It generates a synthesized verdict to guide decision-making, ensuring the author's work remains unchanged while hidden issues are surfaced.

What are the limitations of using opposite-model reviewers for code critique?▼

Using opposite-model reviewers requires the opposite model's CLI to spawn reviewers, meaning it depends on external CLI availability. It critiques changes without modifying code, leaving resolution to the author.