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beginner Checkpoint Gemini IMCSEIAN Prompting Tutorial

Prompt Foundations Checkpoint: Rewrite a Bad Prompt

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AI Summary
IMCSEIAN Gemini Master Course

Prompt Foundations Checkpoint: Rewrite a Bad Prompt

Take a failing prompt from your history and rebuild it using specificity, role, format, example.

Phase 1 Beginner Lesson BE-22 Difficulty: Beginner 7 min read
Course: Google Gemini Phase 1 Beginner 7 min read Last verified: 2026-08-31

What You Will Learn

  • Identify a failing prompt from your own history.
  • Apply specificity, role, format, and example to rebuild it.
  • Document before/after with results.
  • Build a personal prompt-quality checklist.
  • Reflect on which technique helped most.

Why This Matters

Reading about prompting is passive. Rewriting a prompt you actually struggled with is active practice that cements the techniques.

Concept Explained

Take a real prompt from your history that produced bad output. Decompose why it failed. Rebuild it using techniques from BE-15 through BE-21. Document before/after.

How It Works

Find the bad prompt in your conversation history. Identify the failure mode. Apply fixes: specificity, role, format, example, context. Run both prompts and compare.

Step-by-Step Tutorial

1. Find a bad prompt

Open your Gemini conversation history. Find a prompt that produced disappointing output.

2. Diagnose

Why did it fail? Vague, wrong role, no example, wrong format, wrong context?

3. Rebuild

Apply the relevant fix.

4. Compare

Run both prompts. Compare output quality.

5. Document

Write a 3-sentence summary: original prompt, fix applied, result improvement.

Real-World Example

A developer's prompt fix this evolved to: Act as senior TS engineer. Fix the TypeError when input is null. Don't use try/catch. Use Result type. Output as unified diff. Quality improved from generic to a clean diff.

Example Prompts / Commands / Code

Before/afterIMCSEIAN
BEFORE:
  "fix this bug"

AFTER:
  "Act as a senior TypeScript engineer. Fix the TypeError when 
   input is null. Don't use try/catch. Use Result type. Output 
   as unified diff.

   Example fix pattern:
   Before: function f(x) { return x.y; }
   After:  function f(x) { if (!x) throw new Error('x required'); return x.y; }"

Common Mistakes

  • Picking a prompt that was actually fine.
  • Applying all techniques at once.
  • Not running both prompts to compare.

Best Practices

  • Pick a real prompt you struggled with.
  • Apply one technique at a time.
  • Run both prompts and compare.
  • Document the before/after.
  • Build a personal prompt checklist.

Troubleshooting

ProblemHow to Fix
Can't find a bad promptTry fix this or add tests from a week ago.
Improved prompt still badThe task may need Pro model or a different surface.

Practical Exercise

Your Turn

This IS the exercise. Find, diagnose, rebuild, document. Save the before/after.

Professional Challenge

Stretch Goal

Build a 5-item personal prompt checklist. Use it on your next 5 prompts.

Key Takeaways

  • Rewriting a real bad prompt cements techniques.
  • Diagnose before rebuilding.
  • Apply one technique at a time.
  • Run both prompts.
  • Build a personal prompt checklist.

Frequently Asked Questions

Should I save these before/afters?
Yes. They become a personal prompt library.
What if my prompt was actually OK?
Pick another.

Further Reading

Official References

Related lessons: BE-15, BE-16, BE-19

SEO Metadata

SEO title: Prompt Foundations Checkpoint: Rewrite a Bad Prompt

Meta description: Take a failing prompt from your history and rebuild it using specificity, role, format, example.

Primary keyword: gemini prompt rewrite

Secondary keywords: gemini bad prompt, gemini prompt improvement, gemini prompt checkpoint, gemini prompt optimization

Search intent: Informational

URL slug: /gemini-prompt-foundations-checkpoint

Categories: AI Tools, Google Gemini

Tags: Gemini, Beginner, Checkpoint, Prompting, IMCSEIAN, Tutorial, IMCSEIAN

Featured image concept: IMCSEIAN Gemini lesson card for Prompt Foundations Checkpoint: Rewrite a Bad Prompt

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