cross-review

To get an independent code review, you can use an adversarial cross-review process that analyzes code diffs via a separate, decorrelated model session to identify logic errors and security risks.

Adversarial testing for architectural plans is a decorrelated review process that critically assesses specifications without author bias. You need it before committing to complex project plans to ensure high-integrity verification.

To perform a cross-review, prompt the assistant to evaluate your current diff or plan. The skill uses a separate Codex session in a read-only sandbox to generate structured JSON findings with severity levels and suggested fixes.

Yes, you need authenticated access to the Codex CLI to run decorrelated reviews. The skill uses this separate model environment to ensure objective, non-biased feedback on your software development workflows.

The best way to eliminate reviewer bias is using an independent adversarial review mechanism. It provides a fresh second opinion on implementation logic by utilizing a separate model, catching the original author's blind spots.

The adversarial code review outputs machine-readable JSON reports. These structured findings include severity levels, file locations, and suggested fixes for identified edge cases and security risks.