Optimize Prompt
Refines user prompts to maximize clarity, relevance, and desired output from large language models.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add optimize-prompt npx -- -y @trustedskills/optimize-prompt
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"optimize-prompt": {
"command": "npx",
"args": [
"-y",
"@trustedskills/optimize-prompt"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
This skill helps refine and improve prompts given to AI agents. It aims to enhance prompt clarity, reduce ambiguity, and ultimately lead to more accurate and desirable outputs from the agent. The skill can be used to restructure prompts or suggest alternative phrasing for better results.
When to use it
- You're getting inconsistent or unexpected responses from an AI agent.
- A complex task requires a multi-step prompt that needs to be broken down logically.
- You want to ensure your prompts are as clear and concise as possible for optimal performance.
- You need assistance in rephrasing existing prompts for better results with different models.
Key capabilities
- Prompt refinement
- Restructuring complex prompts
- Suggesting alternative phrasing
- Improving prompt clarity
Example prompts
- "Optimize this prompt: 'Write a short story about a cat.'"
- "Can you restructure this prompt to be more effective? 'Summarize the following article and extract key takeaways.'"
- “I’m getting poor results from this prompt. Can you suggest improvements? ‘Generate marketing copy for a new coffee blend.’”
Tips & gotchas
The skill's effectiveness depends on the quality of the initial prompt; it cannot magically create something from nothing. Consider providing context or background information alongside your prompt to guide the optimization process.
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.