modelpick

Analyze the modelpick catalog, metrics, and probes to recommend the optimal model for a given use-case, and surface My Stack drift. Trigger when the user asks which model to use for something (scored fast/coding/orchestrator/tts/stt, the research-only embedding/vision/image categories, or a custom need), whether a better model exists for a task, to compare candidate models, or to review/refresh their decided stack.

Refresh the IU model catalog in modelpick from a check-key portal HTML export — parse, diff, sync, seed, optionally probe, and commit the snapshot. Trigger when the user mentions a new IU model list, the check-key page (ue-self-service.app.iu-it.org/check-key), an HTML/export they saved, or that the modelpick catalog looks stale or missing recent models.