Meta-Prompting — Animate | AI Wisdom

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🎞 ANIMATE · Mode 3 of 5 · +100 XP— Meta-Prompting
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Speed
Describe the task to optimize
Meta-prompt asks the model to engineer a better prompt💡 Analogy
Asking an experienced chef to write the recipe before you cook.
Instead of writing the prompt yourself, you ask the model to write it for you.
Console Output
> Meta-prompt sent
> Task: summarize tech docs
> Requirements: junior devs, simple, examples
●meta-prompting.ts
Describe the task to optimizeL2–6
1// Step 1: Ask the model to generate a better prompt
2const metaPrompt = `You are a prompt engineer.
3Generate an optimal prompt for this task:
4Task: "Summarize technical documentation for junior devs"
5Requirements: concise, simple language, include examples
6Return ONLY the prompt text.`;
7 
8const improvedPrompt = await llm.complete(metaPrompt);
9 
10// Step 2: Use the generated prompt
11const summary = await llm.complete({
12  system: improvedPrompt,
13  user: technicalDoc,
14});
15 
16// improvedPrompt might be:
17// "Explain the following technical documentation in simple terms
18//  suitable for a junior developer. Use analogies, avoid jargon,
19//  and highlight the 3 most important concepts with brief examples."
19 lines
Timeline — 4 Steps
Describe the task to optimize
Meta-prompt asks the model to engineer a better prompt💡 Analogy
Asking an experienced chef to write the recipe before you cook.
Instead of writing the prompt yourself, you ask the model to write it for you.
Console Output
> Meta-prompt sent
> Task: summarize tech docs
> Requirements: junior devs, simple, examples

Meta-prompt asks the model to engineer a better prompt

Meta-prompt asks the model to engineer a better prompt

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Meta-prompt asks the model to engineer a better prompt

Meta-prompt asks the model to engineer a better prompt

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Discussion