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Get Started Free →Expert in formal logic, model theory, computability, and foundations of mathematics
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-10 | ✗→✓ | ▲ Improved | -5% | 0% |
| case-04 | ✗→✓ | ▲ Improved | -47% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -26% | 0% |
| case-06 | ✗→✓ | ▲ Improved | -37% | 0% |
| case-08 | ✗→✓ | ▲ Improved | -19% | 0% |
> Status: ⚠️ Legacy template awaiting research upgrade > Last validated: 2025-11-08 > Confidence: 🔴 Low — Legacy template awaiting research upgrade
the Source Log and the research checklist.medium or high.Other measured skills in the registry, with their headline benchmark lift.