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Get Started Free →Present in multiple scopes to demonstrate shadowing
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 7% | 0% |
| case-02 | ✗→✓ | ▲ Improved | -10% | 0% |
| case-06 | ✗→✓ | ▲ Improved | -78% | 0% |
| case-08 | ✗→✓ | ▲ Improved | -44% | 0% |
| case-09 | ✗→✓ | ▲ Improved | -72% | 0% |
This is the project-level copy. It is shadowed by the user copy.
Other measured skills in the registry, with their headline benchmark lift.