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Sort by learning impact
Not everything needs a paragraph.
Made for Teachers
Triage a Grading Backlog Without Faking Feedback
Also useful for: Tutors, people in Education
25 min
Intermediate
Education
Teacher
Career outcome:
Save Professional Time
Decide what needs real feedback vs a check, then finish in bounded blocks.
We'll use them to write your prompt.
Completed ✓
Make Your Play
Give us the situation. We’ll build the prompt.
Fake feedback is worse than late feedback.
Your answers save as you type.
What you'll do
This is the plan inside your prompt. Add your details first. Then follow these steps with ChatGPT or Claude.
02
Set the quality floor
Honest about this week.
03
Block the calendar
Batch by similarity.
04
Tell students what is coming
Silence breeds panic.
Make Your Play
Triage a Grading Backlog Without Faking Feedback
Tell us what the prompt needs to know
Start with the questions below. Each answer personalizes the playbook and builds the prompt you’ll use at the end.
Your situation
Assignments, classes, counts, how old.
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When grades must be in and how many hours you have.
Which class is waiting on this to move on.
0/10000
This playbook was updated. Review your inputs before copying.
What you'll do
Check a step when you finish it.
01
Sort by learning impact
Not everything needs a paragraph.
02
Set the quality floor
Honest about this week.
03
Block the calendar
Batch by similarity.
04
Tell students what is coming
Silence breeds panic.
Fill in the fields above to generate your prompt preview.
Assembled prompt
Beginner instructions
Fill the fields with this week’s real details. Incomplete notes beat invented polish.
Run the assembled prompt, answer follow-ups with specifics, then copy the deliverable into your own doc and verify names and numbers.
Advanced instructions
Add constraints the model can’t see: politics, licensing, cash timing, union rules, or family bandwidth.
After the first pass, ask it to attack the weakest assumption in the draft.
Use this when
The stack is taller than your planning period and the gradebook deadline is real.
You'll need
- What is in the pile
- Deadline and minutes available
- What students actually need back
You'll get
- A a grading sequence with quality floor, batch sizes, and what gets a shortcut you can use without rewriting it from scratch.
By the end of this playbook
You will have:
- A a grading sequence with quality floor, batch sizes, and what gets a shortcut you can use without rewriting it from scratch.
Examples
Progress 1 of 4