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Iterative Refinement

Meta-prompting -- using AI to improve your prompts -- is one of the fastest ways to level up. Providing the current prompt, its output, and your desired outcome gives the model full context to diagnose and fix issues.

what-is-prompt-engineeringcurrent_promptcurrent_outputdesired_outcome
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Prompt
Here is my current prompt and the output it produced. Help me improve it.

Current prompt:
"""
{{current_prompt}}
"""

Output I got:
"""
{{current_output}}
"""

What I actually wanted:
{{desired_outcome}}

Please:
1. Identify why the current prompt produced suboptimal output
2. List the specific changes needed (added constraints, better structure, clearer instructions)
3. Write an improved version of the prompt
4. Explain what each change does and why it should improve the output

Variables to customize

{{current_prompt}}{{current_output}}{{desired_outcome}}

Why this prompt works

Meta-prompting -- using AI to improve your prompts -- is one of the fastest ways to level up. Providing the current prompt, its output, and your desired outcome gives the model full context to diagnose and fix issues.

Save this prompt to your library

Organize, version, and access your best prompts across ChatGPT, Claude, and Cursor.