anchor-review

What problem does it solve?

Provides a structured, rigorous adversarial review of code changes using a single model by forcing the model to argue both sides across three lenses, which improves confidence in findings and reduces false positives.

Core Features & Use Cases

• Three-lens analysis (Correctness, Security, Performance) applied to code changes to surface edge cases and potential defects.
• Confidence scoring and a self-challenge protocol to validate findings and prevent overclaiming.
• Suitable for code reviews, fix verifications, and post-implementation validation to ensure robust quality.

Quick Start

Describe the code changes you want reviewed, and I will perform a three-lens adversarial analysis and return findings with confidence scores.