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Get Started Free →Turn a sufficiently understood task into an ordered implementation plan with dependencies and verification. Orchestrate CodeWhale’s native plan state; do not build a parallel planner.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-09 | ✗→✓ | ▲ Improved | 1% | 0% |
| case-02 | ✗→✓ | ▲ Improved | -56% | 0% |
| case-10 | ✗→✓ | ▲ Improved | 13% | 0% |
| case-04 | ✗→✓ | ▲ Improved | -38% | 0% |
| case-20 | ✓→✗ | ▼ Worse | -40% | 0% |
Use when the task is understood well enough to sequence work, but not yet a single obvious next edit.
Other measured skills in the registry, with their headline benchmark lift.