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Prompt Optimizer

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famaoai-creator·vlatest·ai-ml·MIT

This skill refines AI prompts for better results by suggesting improvements and variations, boosting your LLM interactions' effectiveness.

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This skill no longer installs under the name prompt-optimizer. famaoai-creator/kyberion has no skill named "prompt-optimizer" any more. It was renamed, moved or deleted upstream.

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famaoai-creator

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About this skill

What it does

The Prompt Optimizer skill refines and improves prompts for AI agents. It analyzes existing prompts, identifies areas for enhancement, and suggests modifications to increase clarity, relevance, and overall effectiveness. This leads to more accurate and desirable outputs from the agent.

When to use it

  • Improving initial results: If an AI agent's responses are not satisfactory or miss the mark, use this skill to optimize the prompt that generated them.
  • Complex tasks: For intricate requests requiring nuanced understanding, leverage the optimizer to structure prompts for better guidance.
  • Experimenting with different approaches: When exploring various prompting strategies, use the optimizer to quickly iterate and compare results.
  • Ensuring consistency: Standardize prompt language across multiple interactions to maintain predictable and reliable agent behavior.

Key capabilities

  • Prompt analysis
  • Suggestion of modifications
  • Clarity enhancement
  • Relevance improvement

Example prompts

  • "Optimize this prompt: 'Write a short story about a cat.'"
  • "Can you improve the following prompt for generating marketing copy? 'Create an ad for our new product.'"
  • "Refine this prompt to get more specific results: 'Describe the history of jazz music.'"

Tips & gotchas

The skill works best with clear and relatively complete prompts. While it can suggest improvements, providing context or desired output examples will yield even better optimized prompts.