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ClaudeAdvancedLearning

Reflexion Self-Improvement Loop

Progressively improves output quality through a self-reflection loop where the model critically reviews its previous output and corrects errors.

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πŸ“‹ Full Prompt

Apply the Reflexion method to self-improve [draft/code/analysis]. 1. [Draft content] Critically review the above against these criteria: - Are there logical errors or leaps? - Are there important perspectives missing? - What can be expressed more clearly? Write an improved version after review. Repeat this process twice.

πŸ’¬ Input Example

Draft: [Business proposal draft]

✨ Output Example

Round 1 critique: Insufficient evidence, no competitor analysis Improved v1: ... Round 2 critique: Unrealistic financial figures Final version: ...

🏷️ Tags

#agent#self-improvement#reasoning

πŸ’‘ Usage Tips

  • βœ…Replace the variables in brackets ([]) with your specific situation.
  • βœ…Specify the desired tone and length of writing for more accurate results.
  • βœ…Request additional modifications based on the generated output to improve quality.
  • βœ…Specifying a particular audience allows AI to adjust vocabulary and explanation level.

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This prompt belongs to the Learning category, optimized for Claude at a Advanced level. It is systematically designed applying core prompt engineering principles: role assignment, context setting, and constraints.

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