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Prompt Optimizer
Evaluate, optimize, and enhance prompts using 58 proven prompting techniques. Use when user asks to improve, optimize, or analyze a prompt; when a prompt nee...
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⚙️脚本
技能说明
name: prompt-optimizer description: Evaluate, optimize, and enhance prompts using 58 proven prompting techniques. Use when user asks to improve, optimize, or analyze a prompt; when a prompt needs better clarity, specificity, or structure; or when generating prompt variations for different use cases. Covers quality assessment, targeted improvements, and automatic optimization across techniques like CoT, few-shot learning, role-play, and 50+ more.
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.
如何使用「Prompt Optimizer」？
- 打开小龙虾AI（Web 或 iOS App）
- 点击上方「立即使用」按钮，或在对话框中输入任务描述
- 小龙虾AI 会自动匹配并调用「Prompt Optimizer」技能完成任务
- 结果即时呈现，支持继续对话优化