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Get Started Free →When a request is vague, assumption-laden, or "obvious," ask the few load-bearing questions that expose hidden requirements before building or committing.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-02 | ✗→✓ | ▲ Improved | 13% | 0% |
| case-08 | ✗→✓ | ▲ Improved | 10% | 0% |
| case-11 | ✗→✓ | ▲ Improved | 22% | 0% |
| case-14 | ✗→✓ | ▲ Improved | -10% | 0% |
| case-15 | ✗→✓ | ▲ Improved | 0% | 0% |
Core rule: Surface the load-bearing assumption or undefined term before you build. Ask only what you cannot resolve yourself; stop when the next action is decision-ready.
textgap: <what was vague or assumed> resolved_by: self | user | mixed questions_asked: - <only questions actually needed> assumptions_made_explicit: - <X must be true / success = Y> clarified_requirement: <decision-ready statement> next_action: <build | investigate | re-scope | stop> stop_reason: clear_enough | self_resolved | blocked_on_<fact>
Other measured skills in the registry, with their headline benchmark lift.