ARQS
Abstract artwork of a gold shield over stacked lesson cards with teal pass bars and amber certification seals on a deep indigo field
Lessonforge · KODE-505 · ARQS Software

Lessonforge Guard

Import a lessons CSV. Lessonforge Guard scores every lesson against your policy: over capacity, no instructor, low pass rate, late cancels, certification gaps and unusual pass rates. Hold or clear each flag in a review queue; every decision is hash-chained on this device.

Working toolRuns in your browserInstant accessFrom US$149/mo
Try it with sample dataPricing & access

What it does

Over-capacity and missing instructors

Lessons past capacity and lessons with no instructor rise to the top of the queue.

Low pass and late cancels

Pass rate below your minimum and cancels inside the notice window are scored.

Cert gaps and anomalies

Certifications far below passes and pass rates far outside your median are flagged.

Editable policy

Set min pass, cert gap ratio, 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.

Lessonforge Guard

Your data stays on this device (browser storage). Nothing is uploaded. Lessonforge Guard reviews the lessons 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 or learning platform.

Image: original artwork generated for ARQS with Python and Pillow (no stock or third-party imagery)