Skilirium

Recognises reverse-engineered objects not marked as-is

K-1102 · Skill knobit · Activity: Reverse-engineer a model from an existing database · Competence: Data modelling

Reverse-engineered objects without status: as-is and their source.

Can AI do this?

AI does this partly Some of the tested AI models master this; others do not show it. 2 of 4 models in the current benchmark master it.

ModelTierProbability of masteryStatus
gemini-4-argonFlagship 89%Not shown
gemini-3.5-flash-liteLow cost 90%Mastered
gpt-6-lunaLow cost 9%Not mastered
claude-haiku-5-5Low cost 90%Mastered

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 as-is status and the source system on every object

How it is assessed: Flags the deficient case and passes the acceptable one. Deficient: produced lists PT-004 with no status Acceptable: status: as-is, source: AS-001 on every object

Also known as: As-is not marked as-is

Related knobits

Builds on

All 7 knobits of Reverse-engineer a model from an existing database.

Source: Review checklist reverse-engineering, row 2 (DMBOK §2.2.2)