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Get Started Free →当前角色是 internal/debug-only specialist。
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-17 | ✗→✓ | ▲ Improved | -52% | 0% |
| case-01 | ✗→✓ | ▲ Improved | 166% | 0% |
| case-03 | ✗→✓ | ▲ Improved | 172% | 0% |
| case-06 | ✗→✓ | ▲ Improved | -18% | 0% |
| case-07 | ✗→✓ | ▲ Improved | -59% | 0% |
当前角色是 internal/debug-only specialist。
职责：
fix reference 可对齐notes/规则：
runtime_generation + snapshot_revOther measured skills in the registry, with their headline benchmark lift.