Skilirium

Explains impact analysis as the downstream closure of lineage

M-651 · Knowledge knobit · Activity: Analyse the impact of a change · Competence: Metadata management

Every object reachable forwards from the changed one, through views and manual steps, not only its direct consumers; an object outside the closure is unaffected unless a lineage edge is missing (DMBOK2 ch. 12 §4.1).

Can AI do this?

People still lead Few or none of the tested AI models showed they master this. 0 of 4 models in the current benchmark master it.

ModelTierProbability of masteryStatus
gemini-4-argonFlagship 100%Not shown
gemini-3.5-flash-liteLow cost 100%Not shown
gpt-6-lunaLow cost 100%Not shown
claude-haiku-5-5Low cost 100%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: Every object reachable forwards from the changed one, through views and manual steps, not only its direct consumers; an object outside the closure is unaffected unless a lineage edge is missing (DMBOK2 ch. 12 §4.1).

How it is assessed: Answers a written question on the downstream closure correctly

Related knobits

Builds on

Needed for

All 9 knobits of Analyse the impact of a change.

Source: Practice the stage 6 reference and review checklist rest on