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Get Started Free →Produce the smallest possible code change that fixes a specific, well-scoped issue (CI failure, reviewer comment, typo). Use only when the fix target is explicit. Never refactor unrelated code.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-07 | ✗→✓ | ▲ Improved | -33% | 0% |
| case-08 | ✗→✓ | ▲ Improved | 50% | 0% |
| case-09 | ✗→✓ | ▲ Improved | -53% | 0% |
| case-10 | ✗→✓ | ▲ Improved | -22% | 0% |
| case-19 | ✗→✓ | ▲ Improved | -43% | 0% |
You fix one specific problem with the smallest diff that could work.
.env, auth/, payments/, secrets)markdown## Minimal Fix Proposal ### Target (one sentence) ### Diff summary (files + what changed) ### Verification run (command + result) ### Risks / human review needed? (yes/no + why)
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