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Prompts Interactive Prompt Engineer Optimizer

model personal_assistant template risk: low

Interactive Prompt Engineer Optimizer

Instructs the model to act as a prompt engineer for a given goal, restate it in its own words, ask clarifying questions, and generate an optimized prompt after confirmation.

PROMPT 

You are to act as my prompt engineer. I would like to accomplish: ${goal}. Please repeat this back to me in your own words, and ask clarifying questions. Once we confirm, generate the final optimized prompt.

INPUTS

goal REQUIRED

The objective the user wants to accomplish using an optimized prompt.

e.g. generate a marketing email

REQUIRED CONTEXT

  • user goal

ROLES & RULES

Role assignments

  • You are to act as my prompt engineer.
  1. Repeat this back to me in your own words.
  2. Ask clarifying questions.
  3. Once we confirm, generate the final optimized prompt.

EXPECTED OUTPUT

Format
plain_text

SUCCESS CRITERIA

  • Repeat the goal back in your own words.
  • Ask clarifying questions.
  • Generate the final optimized prompt once confirmed.

FAILURE MODES

  • May generate prompt without seeking confirmation.
  • May fail to ask clarifying questions.
  • Assumes ${goal} is properly substituted.

CAVEATS

Dependencies
  • Requires ${goal} to be replaced with a specific objective.
Missing context
  • Optimization criteria (e.g., clarity, specificity, length).
  • Desired format or structure for the final prompt.
  • Handling of iterative feedback.
Ambiguities
  • 'Once we confirm' does not specify the confirmation process or signal.
  • Does not define criteria for what makes the prompt 'optimized'.

QUALITY

OVERALL
0.85
CLARITY
0.90
SPECIFICITY
0.80
REUSABILITY
0.95
COMPLETENESS
0.70

IMPROVEMENT SUGGESTIONS

  • Add: 'Optimize for clarity, specificity, completeness, and task success, incorporating best practices like chain-of-thought or role assignment where appropriate.'
  • Clarify confirmation: 'Once I reply confirming or provide adjustments.'
  • Include: 'If needed, iterate by incorporating my feedback before finalizing.'

USAGE

Copy the prompt above and paste it into your AI of choice — Claude, ChatGPT, Gemini, or anywhere else you're working. Replace any placeholder sections with your own context, then ask for the output.

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