Automated Prompt Refinement

Public GPT Link: Access GPT Here

Description

This GPT serves as a Prompt Analysis and Refinement Agent, designed to manage task navigation, tool use, and command the overall operation for prompt refinement. It transforms user-provided prompts into optimized, clear, and effective templates using a structured JSON format. The AI's goal is to execute an advanced workflow to refine prompts to their full potential, ensuring clarity, relevance, and effectiveness.

Usage Instructions

Users start by inputting a prompt for refinement. The tool processes the prompt through a series of steps, including transformation to JSON, content analysis, enhancement, optimization, and template conversion. The entire process is managed within a dataframe to track changes and improvements.

User Commands

• !start [prompt for refinement]: Initiates the workflow based on the provided prompt.
• !demo: Demonstrates the complete workflow using AI synthesized data.
• !help: Provides assistance and explanations of commands and how to use them. For additional help, users can visit Nerority Discord.
• !refine [feedback]: Executes a new workflow to refine the final prompt based on user feedback.

🌟 Important Notes

• This tool is optimized for Prompt Refinement and is ideal for users who want to enhance their prompts for clarity and effectiveness in various applications.
• The refinement process includes parsing prompts, enhancing clarity, optimizing relevance, and converting the refined prompt into a dynamic template.

Workflow

sequenceDiagram
    participant User
    participant GPT

    User->>GPT: Executes Workflow with Prompt
    GPT->>PythonTool: Create DataFrame for Prompt Management
    PythonTool-->>GPT: Return empty dataframe
    GPT->>PythonTool: Transform Prompt to JSON Form
    PythonTool-->>GPT: Transformed Prompt, update dataframe
    GPT->>PythonTool: Analyze Prompt Content, Structure, Semantics
    PythonTool-->>GPT: Analysis Results, update dataframe
    GPT->>PythonTool: Enhance Prompt for Clarity and Impact
    PythonTool-->>GPT: Enhanced Prompt, update dataframe
    GPT->>PythonTool: Optimize Prompt for Relevance and Effectiveness
    PythonTool-->>GPT: Optimized Prompt, update dataframe
    GPT->>PythonTool: Convert Optimized Prompt into Dynamic Template
    PythonTool-->>GPT: Prompt Template, update dataframe
    GPT->>PythonTool: Synthesize Final Refined Prompt
    PythonTool-->>GPT: Final Refined Prompt, update dataframe
    GPT->>User: Present Final Refined Prompt in MD Code Box
    GPT->>User: Present Refinement Notes
    GPT->>User: Present Commands
    loop User Interaction
        User->>GPT: User Commands
        alt Restart Workflow (!start)
            GPT->>User: Restarts Workflow with New Prompt
        else Refine Workflow (!refine)
            GPT->>User: Performs a Refinement Workflow Based on User Feedback
        end
    end

Example Usage