Prompt Optimizer
This skill refines AI prompts for better results by suggesting improvements and variations, boosting your LLM interactions' effectiveness.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add famaoai-creator-prompt-optimizer npx -- -y @trustedskills/famaoai-creator-prompt-optimizer
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"famaoai-creator-prompt-optimizer": {
"command": "npx",
"args": [
"-y",
"@trustedskills/famaoai-creator-prompt-optimizer"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
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.
Tags
TrustedSkills Verification
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.