Prompt Optimize
Refines prompts for yyh211's AI models, maximizing output quality and relevance through iterative optimization techniques.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add yyh211-prompt-optimize npx -- -y @trustedskills/yyh211-prompt-optimize
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"yyh211-prompt-optimize": {
"command": "npx",
"args": [
"-y",
"@trustedskills/yyh211-prompt-optimize"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
This skill optimizes prompts to improve AI agent output. It refines and restructures user input, aiming to enhance clarity and effectiveness in interactions with large language models. The goal is to elicit more accurate, relevant, and detailed responses from the AI.
When to use it
- Generating creative content: Improve the quality of stories, poems, or scripts by refining initial prompts.
- Complex problem-solving: Optimize prompts for tasks requiring nuanced reasoning or multi-step solutions.
- Data extraction & analysis: Ensure precise and complete data retrieval from AI models with optimized requests.
- Code generation: Enhance code output by clarifying the desired functionality in a prompt.
Key capabilities
- Prompt refinement
- Restructuring user input
- Enhancing clarity of prompts
- Improving AI response quality
Example prompts
- "Optimize this prompt: 'Write a short story about a cat.'"
- "Refine the following request for code generation: 'Create a Python function to sort a list.'"
- "Can you improve this question for better results? 'What is the capital of France?'"
Tips & gotchas
The effectiveness of this skill depends on the initial prompt's quality. While it can significantly enhance prompts, poorly worded or ambiguous requests might still yield suboptimal results.
Tags
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Security Audits
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