Video Production Brief
This lesson is scripted for a rendered Remotion cut. The page below shows the voiceover and animation beats that should drive production.
Lesson Script
0:00-0:15
Hook
Visual
Open on the common miss pattern, then isolate the decision the candidate must make under time pressure.
Voiceover
If spending a full day on a favorite topic because it feels good, this topic starts to feel bigger than it is. We are going to make the decision visible.
0:15-0:40
Visual Model
Visual
A heat map combines topic weights, confidence, and recent miss rate to produce a repair queue.
Voiceover
First, build the picture. The goal is to see the moving parts before trying to memorize the rule.
0:40-1:05
High-Yield Pass
Visual
Highlight the two highest-payoff ideas and remove the details that do not change the answer.
Voiceover
High weight plus low confidence gets repaired first Then Low weight plus high confidence gets maintenance reps only
1:05-1:30
Trap Lab
Visual
Show two tempting answer paths, cross out the flawed one, and leave the reliable rule path on screen.
Voiceover
The tempting wrong answer usually comes from ignoring low-confidence ethics because the reading feels familiar. We will name that trap before solving.
1:30-1:55
Repair Drill
Visual
End with one short drill prompt, a pause, and a clean reveal of the answer logic.
Voiceover
Your repair rep after this lesson is simple: rank each topic red, amber, or green.
Lesson Objective
Teach students how to allocate final-review time by expected point impact instead of anxiety.
Visual Teaching Plan
A heat map combines topic weights, confidence, and recent miss rate to produce a repair queue.
High-Yield Map
- High weight plus low confidence gets repaired first.
- Low weight plus high confidence gets maintenance reps only.
- A topic is not fixed until it survives mixed-question context.
Common Traps
- Spending a full day on a favorite topic because it feels good.
- Ignoring low-confidence ethics because the reading feels familiar.
- Using raw question count without considering topic weight.
Repair Drills
- Rank each topic red, amber, or green.
- Choose three repair topics and write the next concrete drill for each.