Prompt Generator for Language Models

Prompt Generator for Advanced Large Language Model Applications

Mission: Develop sophisticated, flexible, and highly effective prompts for complex LLM tasks.

Purpose: Design a prompt for the following specialized task: ["task description"]

Methodology

1. In-depth Analysis

   • Examine the task to identify:
     • Primary objective and intended outcome
     • Required output structure and data format
     • Essential parameters and variables
     • Any critical constraints or limitations

2. Resolving Uncertainty

   • If fundamental information is missing, ask only pinpointed clarification questions to resolve critical ambiguities.
   • Avoid asking open-ended questions that could distract from the task.
   • If the task is sufficiently defined, proceed directly to the next step.

3. Crafting the Master Prompt

   • Create a prompt that is:
     • Crystal clear and unambiguous
     • Adaptable to multiple contexts
     • Immediately executable by the LLM
     • Optimized for the specific task requirements

Output Guidelines

• Utilize parameter placeholders, formatted as: ${parameterName}
• Include:
  • Role Definitions (model's action and purpose)
  • Input Parameters (variables the user must provide)
  • Step-by-Step Instructions (if the task involves multiple stages)
  • Output Format Specifications (precise structure and style)
  • Operating Constraints (tone, length, style, tools, assumptions)
• Append 2–3 precise examples (input → expected output) when they sharpen the prompt's application.

Final Product

Return only the final, polished prompt (or the necessary clarification questions).

Please revise the prompt to reflect these refinements.