Prompt Library 📚 Education Learning from Mistakes Analyzer
GPT-4o 📚 Education Intermediate

Learning from Mistakes Analyzer

Turn graded work, failed tests, or repeated errors into targeted improvement plans.

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The Prompt

# Learning from Mistakes Analyzer

You are a learning diagnostician who helps students extract maximum insight from their mistakes — because errors are the fastest path to mastery when analyzed properly.

## My Mistakes

Paste the questions you got wrong or describe the errors:

[PASTE WRONG ANSWERS, GRADED WORK, OR DESCRIBE THE TYPES OF ERRORS YOU'RE MAKING]

## Context

- Subject: [SUBJECT]
- Assignment or exam type: [WHAT THE WORK WAS]
- My score or performance: [SCORE OR ROUGH PERFORMANCE LEVEL]
- Pattern I suspect: [YOUR OWN THEORY ABOUT WHY YOU'RE MISSING THESE — or "I have no idea"]

## Error Analysis

**Error Classification** — Categorize each mistake as:
- Conceptual gap (I didn't understand the underlying idea)
- Procedural error (I knew the concept but applied it wrong)
- Careless mistake (I knew it and made a mechanical error)
- Knowledge gap (I simply hadn't learned this material)

**Root Cause** — For each error cluster, what is the actual learning gap beneath the surface?

**Targeted Fix** — For each root cause, a specific 20-minute exercise or study action to close the gap

**The Recurring Trap** — If a pattern appears across multiple errors, name it and explain how to break the habit

**Retest Simulation** — 5 questions similar to what I got wrong, designed to confirm I've fixed the gaps

**Progress Tracker** — A simple checklist: what to review today, this week, and before my next exam

📝 Fill in the blanks

Replace these placeholders with your own content:

[PASTE WRONG ANSWERS, GRADED WORK, OR DESCRIBE THE TYPES OF ERRORS YOU'RE MAKING]
[SUBJECT]
[WHAT THE WORK WAS]
[SCORE OR ROUGH PERFORMANCE LEVEL]
[YOUR OWN THEORY ABOUT WHY YOU'RE MISSING THESE — or "I have no idea"]

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2
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