CDL Drill & Review
Training memory layer

See whether the same weak cluster keeps surviving your sessions.

This page is the first real progress surface in the product. It does not pretend to be a full LMS dashboard. It simply shows whether your recent work is improving, slipping, or circling the same weaknesses.

How to interpret this page

Use this page to spot repeated weakness, unstable mode habits, and false confidence. The point is not to build a vanity dashboard. The point is to see whether the same mistake pattern is still alive.

Progress snapshot

What the recent pattern suggests

Weak-topic persistence

Mode mix in recent sessions

Recent session history

Newest sessions appear first. The point is to expose recurring behavior, not to create a fake analytics dashboard.

Run another session

How to read progress honestly

Progress should not be mistaken for a mood board. What matters is whether the same weak cluster keeps surviving new sessions. A stable improvement signal is stronger than one flattering round.

When progress data is not enough

If progress looks flat, the answer may not be “study longer.” It may be “change the mode,” narrow the cluster, or slow down enough to understand why the same errors keep repeating.