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| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-21 | ✓→✓ | ＝ Same ✓ | 7% | 0% |
| case-01 | ✗→✗ | ＝ Same ✗ | -20% | 0% |
| case-02 | ✗→✗ | ＝ Same ✗ | -12% | 0% |
| case-03 | ✗→✗ | ＝ Same ✗ | -4% | 0% |
| case-04 | ✗→✗ | ＝ Same ✗ | -20% | 0% |
> Stub — implementation pending.
Other measured skills in the registry, with their headline benchmark lift.