A+ Admindev

Online IRT admin

Pick a section to test or configure the online-irt model.

Change learning rate

Inspect and adjust the mastery update step size the IRT model applies per response.

Source configuration

Proficiency thresholds, impacted-skill propagation, and version metadata per source.

Proficiency thresholds

Tune the familiar and proficient cut scores independently of a source read.

Not wired up yet

Impacted skills

Toggle propagation and set the alpha applied to neighbouring skills.

Not wired up yet

Simulate a learner

Replay a response sequence and watch mastery move, without writing state.

Not wired up yet

Model diagnostics

Upstream latency, version drift, and recent configuration changes.

Not wired up yet