Overview
A larger example uses an existing application codebase that had already been created and repeatedly reviewed by the original model.
A fresh agent-review skill is invoked on the repository. The skill spawns a reviewer that examines the codebase for four categories:
- Correctness.
- Edge cases.
- Simplification.
- Security.
The fresh review identifies twenty-two issues across critical, high, medium, and low severity levels. The original creator had not found these problems even when asked multiple times whether the application could be improved.
The result demonstrates the central principle: a model that created the system may be too influenced by its own context to inspect it objectively. A fresh model can see the output without carrying the justifications that produced it.
After the findings are returned, the agent begins fixing the issues. Review becomes part of the implementation loop rather than an optional final question.