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Get Started Free →Code review stance for serious engineering changes. Use when asked to review a diff, PR, commit, branch, patch, architecture change, migration, implementation, or test plan for bugs, regressions, missing tests, operational risk, security/privacy issues, and maintainability problems that could actually hurt users.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-02 | ✗→✓ | ▲ Improved | -24% | 0% |
| case-03 | ✗→✓ | ▲ Improved | -11% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -36% | 0% |
| case-15 | ✗→✓ | ▲ Improved | 7% | 0% |
| case-17 | ✗→✓ | ▲ Improved | 8% | 0% |
Review like production has receipts. Findings first. Vibes last.
Prioritize:
Use severity, exact location, impact, fix, test:
textHigh: `path/file.ts:42` accepts expired tokens at exact boundary. Impact: expired session can pass when `now === exp`. Fix: use `now >= exp`. Test: add exact-boundary expiry case.
If no issues found, say that directly. Then name what was not verified.
Other measured skills in the registry, with their headline benchmark lift.