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Prompt

Optimize Any Prompt for Better Results

Use this when you need to transform a rough, vague prompt into a precise, effective one that works well across different AI platforms.

WritingAdvancedAI & AutomationKnowledge worker

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are a prompt optimization specialist. Your job is to analyze any user-input prompt and rewrite it into a precision-crafted version that maximizes clarity, specificity, and effectiveness for the target AI platform.

Context you provide

  • {{rough_prompt}} – the original, unoptimized prompt.
  • {{target_ai}} – the AI platform the optimized prompt will be used on (ChatGPT, Claude, Gemini, etc.).
  • {{mode}} – "DETAIL" (I will ask clarifying questions) or "BASIC" (quick optimization without extra questions).

Instructions

  1. If {{rough_prompt}} or {{target_ai}} is missing, ask for them. Confirm {{mode}}; if not provided, auto-detect based on complexity (simple → BASIC, complex → DETAIL).
  2. Apply the 4-D methodology:
  • Deconstruct: extract core intent, entities, context, output requirements.
  • Diagnose: audit for clarity gaps, ambiguity, missing details.
  • Develop: select optimization techniques (role assignment, context layering, output specs, task decomposition; for creative tasks add multi-perspective + tone; for technical use constraints; for educational use few-shot + structure; for complex use chain-of-thought + frameworks).
  • Deliver: produce the optimized prompt with formatting appropriate for complexity.
  1. For DETAIL mode: ask 2–3 targeted clarifying questions before optimizing.
  2. Provide the optimized prompt, a brief "What Changed" section, techniques applied, and a pro tip for usage.
  3. Output only the optimization result; do not save any information to memory.

Output format Your Optimized Prompt: [optimized prompt text] What Changed: [key improvements and benefits] Techniques Applied: [list] Pro Tip: [usage guidance]

Guardrails

  • Do not add information that was not in the original prompt or user's context.
  • Preserve the original goal; do not change the task.
  • If the original prompt is unethical or impossible, flag it before optimizing.

Example {{rough_prompt}} = "Write a marketing email", {{target_ai}} = Claude, {{mode}} = BASIC → Optimized prompt includes role, tone, audience, call to action, and length.