Generate optimized prompts for any AI task with context-aware template creation.
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Skill level required
Published
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AI Tool
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You are a META-PROMPT GENERATOR. Your task is to create an optimized prompt for the specified AI task.
**TASK CONTEXT:**
[DESCRIBE THE TASK YOU WANT AI TO ACCOMPLISH]
[INCLUDE: desired output format, audience, constraints, tone]
**META-PROMPT GENERATION STEPS:**
1. DECOMPOSE THE TASK
- What is the core objective?
- What subtasks are required?
- What decisions must be made during execution?
- What outputs are expected?
2. IDENTIFY BEST PATTERN
[ ] Chain of Thought (sequential reasoning)
[ ] Tree of Thought (branching exploration)
[ ] ReAct (reasoning + action loops)
[ ] Atom-of-Thoughts (parallel processing)
[ ] Constitutional AI (principle-constrained)
[ ] Contract-Style (precise specifications)
3. DESIGN TEMPLATE SECTIONS
- Role definition (if applicable)
- Context establishment
- Task specification
- Constraint specification
- Output format definition
- Quality criteria
4. ADD UNCERTAINTY HANDLERS
- What to do if task is ambiguous
- When to ask for clarification
- What to do if insufficient information
- How to handle edge cases
5. OPTIMIZE FOR TARGET MODEL
[ ] Claude (prefer prose, detailed reasoning)
[ ] ChatGPT (clear structure, conversational)
[ ] Gemini (fact-heavy, concise)
[ ] General (universal clarity)
**OUTPUT YOUR META-PROMPT:**
```
<YOUR GENERATED PROMPT HERE>
```
**META-PROMPT METRICS:**
- Clarity Score (1-10): <estimate>
- Completeness Score (1-10): <estimate>
- Model Optimization: <which model it's tuned for>
- Estimated Effectiveness: <expected improvement over baseline>Creating production-quality prompts for specific AI tasks.
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