Prompt Optimizer
This skill refines AI prompts for better results by suggesting improvements and variations, boosting your model's performance and response quality.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add aleister1102-prompt-optimizer npx -- -y @trustedskills/aleister1102-prompt-optimizer
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"aleister1102-prompt-optimizer": {
"command": "npx",
"args": [
"-y",
"@trustedskills/aleister1102-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 user prompts to improve AI agent output. It analyzes prompts and suggests modifications to enhance clarity, specificity, and overall effectiveness. The goal is to help users achieve better results from their AI agents with minimal effort.
When to use it
- You're getting inconsistent or unsatisfactory responses from an AI agent.
- You want to ensure your prompts are as clear and actionable as possible for the AI.
- You’re struggling to articulate exactly what you need from the AI, but know the output isn’t quite right.
- You want to experiment with different prompt structures to see how they affect results.
Key capabilities
- Prompt analysis
- Suggestion generation
- Refinement of prompts for clarity and specificity
Example prompts
- "Optimize this prompt: 'Write a short story about a cat.'"
- "Can you improve this prompt? 'Summarize the article.'"
- "I want to generate marketing copy. Here's my starting point: 'Describe our new product.'"
Tips & gotchas
The skill’s effectiveness depends on providing a clear initial prompt; vague or ambiguous prompts will yield less useful suggestions. Consider iterating on the optimized prompt and comparing results with the original for best outcomes.
Tags
TrustedSkills Verification
Unlike other registries that point to live repositories, TrustedSkills pins every skill to a verified commit hash. This protects you from malicious updates — what you install today is exactly what was reviewed and verified.
Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.