Skilirium

Computes stewardship queue capacity from the statistics

R-531 · Skill knobit · Activity: Run the stewardship workflow and measure MDM · Competence: Reference and master data

Arrivals per week against stewards times resolutions per steward, with the backlog trend and the change needed

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 81%Not shown
gemini-3.5-flash-liteLow cost 83%Not shown
gpt-6-lunaLow cost 82%Not shown
claude-haiku-5-5Low cost 83%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: Arrivals per week against stewards times resolutions per steward, with the backlog trend and the change needed

How it is assessed: The capacity figure follows from the given statistics

Related knobits

Builds on

All 13 knobits of Run the stewardship workflow and measure MDM.

Source: Graded on its own by rmd-stewardship-metrics