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Refine Decorator

A meta-decorator that iteratively improves the output based on specified criteria or dimensions. This decorator simulates multiple drafts or revisions of content, with each iteration focusing on enhancing particular aspects of the response.

Category: Meta

Parameters

Parameter Type Description Default
iterations number Number of refinement cycles to perform 2
focus array Specific aspects to focus on during refinement (e.g., clarity, conciseness, evidence) ``
showProcess boolean Whether to show the intermediate steps in the refinement process False

Examples

Basic refinement of a complex explanation

+++Refine
Explain the implications of quantum computing for cybersecurity.

Provides a refined explanation of quantum computing implications for cybersecurity, with two hidden iterations improving clarity and accuracy

Detailed refinement with visible iterations

+++Refine(iterations=3, focus=[clarity,evidence,conciseness], showProcess=true)
Analyze the economic impacts of artificial intelligence.

Shows three visible iterations of analyzing AI economic impacts, with each step focusing on improving clarity, strengthening evidence, and enhancing conciseness

Model-Specific Implementations

gpt-4-turbo

Instruction: For this response, you will create multiple drafts, with each draft improving on the previous one. Think carefully about how to enhance each version.

Notes: This model may require more explicit instructions about the refinement process

Implementation Guidance

Standard implementation with two iterations

Original Prompt: 

Explain the implications of quantum computing for cybersecurity.

Transformed Prompt: 

Please apply an iterative refinement process to your response, with each iteration improving upon the previous version. Perform 2 refinement iterations to improve your response. Only provide the final refined response without showing the intermediate steps.

Explain the implications of quantum computing for cybersecurity.

Comprehensive refinement with visible process

Original Prompt: 

Analyze the economic impacts of artificial intelligence.

Transformed Prompt: 

Please apply an iterative refinement process to your response, with each iteration improving upon the previous version. Perform 3 refinement iterations to improve your response. Focus your refinements on improving these specific aspects: clarity,evidence,conciseness. Show each iteration separately in your response, labeling them as 'Draft 1', 'Draft 2', etc., to demonstrate the refinement process.

Analyze the economic impacts of artificial intelligence.

Transformation Details

Base Instruction: Please apply an iterative refinement process to your response, with each iteration improving upon the previous version.

Placement: prepend

Composition Behavior: accumulate

Parameter Effects:

  • iterations:

  • Format: Perform {value} refinement iterations to improve your response.

  • focus:

  • Format: Focus your refinements on improving these specific aspects: {value}.

  • showProcess:

  • When set to true: Show each iteration separately in your response, labeling them as 'Draft 1', 'Draft 2', etc., to demonstrate the refinement process.
  • When set to false: Only provide the final refined response without showing the intermediate steps.

Compatibility

  • Requires: None
  • Conflicts: None
  • Compatible Models: gpt-4o, gpt-4-turbo
  • Standard Version: 1.0.0 - 2.0.0
  • StepByStep: Enhances Refine Refine can improve a StepByStep response by making each step clearer and more precise
  • Chain: Conflicts with Refine Chain and Refine both control multi-step processing and may conflict