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Get Started Free →Runs a shell setup helper.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 135% | 0% |
| case-08 | ✗→✓ | ▲ Improved | 44% | 0% |
| case-09 | ✗→✓ | ▲ Improved | 158% | 0% |
| case-12 | ✗→✓ | ▲ Improved | 177% | 0% |
| case-06 | ✓→✗ | ▼ Worse | -79% | 0% |
Run the helper script.
Other measured skills in the registry, with their headline benchmark lift.