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Get Started Free →Use when exercising the thin-eval warning path of shakespii test.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-09 | ✗→✓ | ▲ Improved | -38% | 0% |
| case-17 | ✗→✓ | ▲ Improved | 12% | 0% |
| case-01 | ✓→✗ | ▼ Worse | -27% | 0% |
| case-07 | ✓→✗ | ▼ Worse | -6% | 0% |
| case-18 | ✓→✗ | ▼ Worse | -44% | 0% |
Harness fixture: structurally valid evals with only two cases.
Other measured skills in the registry, with their headline benchmark lift.