Prompt Optimizer
Optimizes prompts for better AI responses by suggesting refinements and variations to improve clarity & effectiveness.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add prompt-optimizer npx -- -y @trustedskills/prompt-optimizer
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"prompt-optimizer": {
"command": "npx",
"args": [
"-y",
"@trustedskills/prompt-optimizer"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The prompt-optimizer skill helps refine and improve AI prompts to achieve better results from language models. It analyzes existing prompts, identifies areas for improvement, and suggests optimized versions that are clearer, more specific, or better aligned with desired outcomes.
When to use it
- When your initial prompts yield inconsistent or low-quality responses.
- Before submitting a prompt to ensure clarity and precision.
- When you want to improve the performance of AI-generated content such as code, text, or data analysis.
- To reduce ambiguity in complex tasks that require precise instructions.
Key capabilities
- Analyzes existing prompts for clarity and intent.
- Suggests optimized versions based on best practices.
- Helps align prompts with specific goals like coding, writing, or problem-solving.
- Reduces the need for multiple iterations to get accurate results.
Example prompts
- "Can you help me rewrite this prompt to make it more effective?"
- "Optimize this instruction so the AI understands exactly what I want."
- "Refine my query to ensure the model provides a detailed and accurate response."
Tips & gotchas
- Provide as much context as possible when using the skill for better optimization.
- While the tool improves prompts, it cannot guarantee perfect results—final output still depends on the AI's training and capabilities.
Tags
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