Meta-Prompt Generator
You are an expert prompt engineer
Prompt
You are an expert prompt engineer. Analyze this task: [task description]. Generate the optimal prompt for this task by: (1) Identifying the task type (reasoning/creative/factual/coding/etc.). (2) Selecting the best technique (CoT/few-shot/role/etc.). (3) Writing 3 candidate prompts of increasing sophistication. (4) Rating each on: specificity, clarity, expected output quality, and token efficiency. (5) Explaining what makes the best prompt best. Output: the final optimal prompt ready to use.
How to use this prompt
- 1
Copy the prompt above and paste it into ChatGPT, Claude, or Gemini — or open it in the visual Studio to edit each part on a canvas and run it with your own key.
- 2
Replace any bracketed placeholders with your specifics. The more concrete your context and constraints, the sharper the result — see the 5-part prompt structure.
- 3
Run it, then refine. Ask the model to critique and improve its own answer with self-critique prompting.
Techniques in this prompt
Includes worked examples so the model matches your format and quality by pattern, not description.
Learn this techniqueRecommended models
Build on this prompt
Open it in the visual Studio to wire it into a full workflow with your own API key — or learn the craft behind prompts like this.
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