Public report

What a ProofSkill result looks like

Precomputed public demo

This report was not generated by a live model call and must not be represented as one.

Overall score

Proficient

The proposal adapts coherently under pressure and preserves both learning speed and a margin guardrail.

Seven competencies

Problem framing84

Customer insight76

Strategic coherence81

Adaptability88

Prioritization82

Measurement79

Decision quality83

Verified evidence

Positive findings appear only when the exact quote is present at the recorded source path.

Adaptability

“Shift the first experiment to owned cart-recovery email and on-site checkout guidance”

The response replaces the unavailable paid lever with an owned-channel test.

revision_strategy.adaptations.acquisition

Decision quality

“A bounded experiment protects the option to stop if contribution margin deteriorates”

The trade-off and stop logic are explicit.

critical_decision.rationale

Main gap

The test needs a precommitted sample threshold and minimum detectable effect before launch.

Next challenge

Define the exact decision rule that would cause you to scale, iterate, or stop the intervention.

Audit notes

• The 14-day learning window is shorter than the proposed repeat-purchase measurement period.