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Get Started Free →Multi-dimensional code review across correctness, security, performance, and maintainability with confidence-gated reporting and remediation loops.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-02 | ✗→✓ | ▲ Improved | -9% | 0% |
| case-10 | ✗→✓ | ▲ Improved | -42% | 0% |
| case-13 | ✓→✓ | ＝ Same ✓ | -15% | 0% |
| case-01 | ✗→✗ | ＝ Same ✗ | 17% | 0% |
| case-03 | ✗→✗ | ＝ Same ✗ | 50% | 0% |
code-reviewer (primary)refactor-cleaner (remediation)Other measured skills in the registry, with their headline benchmark lift.