Skilirium

Recognises go/no-go criteria with no thresholds

O-506 · Skill knobit · Activity: Plan and prove a data migration · Competence: Data storage and operations

Criteria nobody can fail.

Can AI do this?

Not settled yet The benchmark tested this, but the models' answers do not settle yet whether they master it. 0 of 4 models in the current benchmark master it.

ModelTierProbability of masteryStatus
gemini-4-argonFlagship 67%Not shown
gemini-3.5-flash-liteLow cost 67%Not shown
gpt-6-lunaLow cost 67%Not shown
claude-haiku-5-5Low cost 63%Not shown

Mastered means a probability of at least 90% that the model has this knobit, estimated from its graded answers. “Not shown” means the answers do not settle it either way. How the models are tested.

What it looks like in practice

Expected result: The defect named on the go/no-go nobody can fail, and its fix or the question for its owner

How it is assessed: Flags the deficient case and passes the acceptable one. Deficient: "Reconciliation acceptable", "Business sign-off" Acceptable: "All reconciliations at zero difference per currency; no unmapped value without a decision"

Also known as: Go/no-go with no thresholds

Related knobits

Builds on

All 15 knobits of Plan and prove a data migration.

Source: Review checklist 05-data-migration, row 6 (EBA)