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Get Started Free →Design agents for multi-turn tool use — sequential tool calls, result accumulation, error recovery, and complex task decomposition over multiple turns.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-20 | ✗→✓ | ▲ Improved | -5% | 0% |
| case-01 | ✗→✗ | ＝ Same ✗ | -13% | 0% |
| case-02 | ✗→✗ | ＝ Same ✗ | -26% | 0% |
| case-03 | ✗→✗ | ＝ Same ✗ | -9% | 0% |
| case-04 | ✗→✗ | ＝ Same ✗ | -8% | 0% |
> Stub — implementation pending.
Other measured skills in the registry, with their headline benchmark lift.