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Get Started Free →Improve clarity and reduce needless complexity after behavior is understood; preserve behavior and keep cleanup separate from correctness fixes.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-05 | ✓→✗ | ▼ Worse | -45% | 0% |
| case-02 | ✓→✓ | ＝ Same ✓ | -38% | 0% |
| case-03 | ✓→✓ | ＝ Same ✓ | -46% | 0% |
| case-13 | ✓→✓ | ＝ Same ✓ | -60% | 0% |
| case-06 | ✓→✓ | ＝ Same ✓ | -54% | 0% |
Use after behavior is understood and the user wants clarity or less complexity.
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