What it does
Over-enroll and missing trainers
Cohorts past seat capacity and cohorts with no trainer rise to the top of the queue.
Low completion and late cancels
Completion below your minimum and cancels inside the notice window are scored.
Soon starts and anomalies
Soon cohorts with low fill and completion far outside your median are flagged.
Editable policy
Set min completion, soon window, notice hours and hold/review scores.
Review queue + audit trail
Approve, hold or cancel with a note; every change is SHA-256 hash-chained.
Private by design
Data stays in browser storage. Export a risk report, scored CSV or the journal.
Skillkeel Guard
Your data stays on this device (browser storage). Nothing is uploaded. Skillkeel Guard reviews the courses file you open. It does not connect to an LMS, and flags are prompts for review, not proof of misuse. Not a substitute for an LMS.
Image: original artwork generated for ARQS with Python and Pillow (no stock or third-party imagery)
