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Get Started Free →Review the complete diff as a skeptical senior reviewer before handing work back. Use this after finishing any code change and before declaring it done, before committing a substantial diff or opening a pull request, and whenever the user says "review", "check this", or "is this ready". Includes a lightweight security sweep of the changed lines. Make this the last step of every non-trivial coding task.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 36% | 0% |
| case-13 | ✗→✓ | ▲ Improved | -32% | 0% |
| case-16 | ✓→✗ | ▼ Worse | -13% | 0% |
| case-04 | ✓→✓ | = Same ✓ | 225% | 0% |
| case-05 | ✓→✓ | = Same ✓ | -19% | 0% |
Read the actual change as a skeptical maintainer, not from memory.
Lead with independently actionable findings ordered by severity, each with a precise location, trigger, impact, evidence, and remediation direction. Then list material assumptions and verification gaps. If no finding survives validation, say so explicitly.
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