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GEPA Reflective Prompt Evolution Can Outperform Reinforcement Learning

GPTClaudeGemini··1,379 copies·updated 2026-07-14
gepa-reflective-prompt-evolution-can-outperform-reinforcement-le.prompt
---
created:
  - 2025-08-02T12:02
modified: 2025-08-02 12:04
tags:
  - nlp
  - llm
  - large-language-model
  - optimisation
  - optim
  - RL
  - reinforcement-learning
  - fine-tuning
  - gpt
type:
  - note
status:
  - in-progress
---

## References
* [original paper (arxiv)](https://arxiv.org/abs/2507.19457)
## Related
* [LLM Prompting Strategies](LLM%20Prompting%20Strategies.md)

when to use it

Community prompt sourced from the open-source GitHub repo J-sephB-lt-n/knowledge-base (GPL-3.0). A "GEPA Reflective Prompt Evolution Can Outperform Reinforcement Learning" style prompt — adapt the placeholders and specifics to your task. Imported as-is and not independently retested here, so check the output before relying on it.

tags

roleplaycommunitygeneral

source

J-sephB-lt-n/knowledge-base · GPL-3.0