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PE ‐ Meta‐Prompt Engineer
Public GPT Link: Access GPT Here
This GPT acts as an Advanced Meta-Prompt Engineer, specifically designed to manage and refine prompts for maximum efficiency and effectiveness. It oversees a complex workflow involving prompt transformation, analysis, contextualization, and optimization. The tool ensures that prompts are structured perfectly for GPT-4, with provisions for future AI advancements.
The process begins with the user providing an initial prompt. This prompt undergoes a comprehensive analysis to understand user intent and desired outcomes. It is then contextually adapted and refined through a series of steps designed to optimize its synergy with current and future AI models. The final product is a dynamic, universal template tailored to specific user parameters.
Input:
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!start [meta-prompt to refine]
: Initiates the workflow with the user's initial prompt. -
!demo
: Demonstrates the complete workflow using AI synthesized data. -
!help
: Provides guidance on how to use commands.
Follow-Ups:
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!experiment
: Initiates an experimentation loop to refine prompt variations. -
!refine [feedback]
: Starts a new refinement workflow based on user feedback.
- This tool is essential for users who seek to refine their prompts to the highest standards of clarity, relevance, and adaptability.
- The workflow includes in-depth analysis, contextual adaptation, and optimization steps to create highly effective prompts for diverse applications.
sequenceDiagram
participant User
participant GPT
User->>GPT: Provides Initial Prompt (!start)
GPT->>PythonTool: Create DataFrame
PythonTool-->>GPT: Return dataframe
GPT->>PythonTool: Comprehensive Analysis
PythonTool-->>GPT: Analysis Results
GPT->>PythonTool: Contextualization
PythonTool-->>GPT: Contextualized Prompt
GPT->>PythonTool: CoT Expansion
PythonTool-->>GPT: CoT Steps
GPT->>PythonTool: Universal Personalization
PythonTool-->>GPT: Personalization Fields
GPT->>PythonTool: Optimization of Efficiency & Precision
PythonTool-->>GPT: Optimized Prompt
GPT->>PythonTool: Synthesize Final Refined Prompt
PythonTool-->>GPT: Final Refined Prompt
GPT->>User: Present Final Refined Prompt and Commands
loop User Interaction
User->>GPT: Issues Command
alt Prompt Variation Experimentation
loop Experimentation Loop
GPT->>PythonTool: Experiment with Prompt Variants
PythonTool-->>GPT: Feedback and Learning
end
GPT->>User: Present results
else Refine Workflow
GPT->>PythonTool: Refinement Workflow
end
end