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Get Started Free →Compress planner candidate questions into a compact frontdesk-facing clarification batch and normalize answers back to planner.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | -21% | 0% |
| case-02 | ✗→✓ | ▲ Improved | 75% | 0% |
| case-03 | ✗→✓ | ▲ Improved | -42% | 0% |
| case-04 | ✗→✓ | ▲ Improved | -47% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -7% | 0% |
Use this skill for staged clarification between planner and frontdesk.
Other measured skills in the registry, with their headline benchmark lift.