Query Optimization
Helps with querying, optimization as part of agent workflows workflows.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add sgcarstrends-query-optimization npx -- -y @trustedskills/sgcarstrends-query-optimization
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"sgcarstrends-query-optimization": {
"command": "npx",
"args": [
"-y",
"@trustedskills/sgcarstrends-query-optimization"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
This skill optimizes queries for improved performance and accuracy. It refines search terms, restructures requests, and leverages advanced techniques to extract more relevant information from data sources. The goal is to reduce processing time and increase the quality of results returned by AI agents.
When to use it
- When an AI agent's responses are slow or incomplete.
- To improve the accuracy of information retrieved for research tasks.
- For complex searches requiring nuanced understanding of data relationships.
- When dealing with large datasets where efficient querying is critical.
Key capabilities
- Query refinement
- Request restructuring
- Advanced search techniques
- Performance optimization
Example prompts
- "Optimize this query: 'best electric cars under $40,000'"
- "Refine my search for 'restaurants near me' to include only those with outdoor seating."
- "Can you restructure this request to improve its accuracy? 'Compare the features of iPhone 14 and Samsung Galaxy S23.'"
Tips & gotchas
The skill’s effectiveness depends on the clarity and complexity of the initial query. Providing context or specific constraints can significantly enhance optimization results.
Tags
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
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Passed automated security scans.