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Prompt Optimizer

利用58种验证技巧评估、优化和增强提示词。当用户要求改进、优化或分析提示词,或提示词需要完善时使用。

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Prompt Optimizer

A Node.js implementation of 58 proven prompting techniques cataloged in references/prompt-techniques.md.

Usage

1. List Available Techniques

See all 58 techniques with their IDs and descriptions.

node skills/prompt-optimizer/index.js list

2. Get Technique Details

View the template and purpose of a specific technique.

node skills/prompt-optimizer/index.js get <technique_name>

Example: node skills/prompt-optimizer/index.js get "Chain of Thought"

3. Optimize a Prompt

Apply a specific technique's template to your prompt.

node skills/prompt-optimizer/index.js optimize "<your_prompt>" --technique "<technique_name>"

Example:

node skills/prompt-optimizer/index.js optimize "Write a python script to reverse a string" --technique "Chain of Thought"

References

  • references/prompt-techniques.md: Full catalog of techniques.
  • references/quality-framework.md: Framework for evaluating prompt quality manually.