Performance At Scale
Predicts and optimizes system performance under high load, ensuring consistent service levels at scale.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add performance-at-scale npx -- -y @trustedskills/performance-at-scale
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"performance-at-scale": {
"command": "npx",
"args": [
"-y",
"@trustedskills/performance-at-scale"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
This skill enables AI agents to handle and process large datasets efficiently, optimizing for speed and resource utilization. It allows the agent to manage significant volumes of data without performance degradation. The skill focuses on scaling operations to accommodate increased workloads and maintain responsiveness under pressure.
When to use it
- Analyzing extensive log files to identify patterns or anomalies.
- Processing a large number of customer support tickets for sentiment analysis.
- Generating reports from datasets containing millions of records.
- Training machine learning models on substantial training data.
Key capabilities
- Large dataset processing
- Performance optimization
- Resource utilization management
- Scalable operations
Example prompts
- "Analyze these 1 million customer reviews and summarize the key themes."
- "Process this log file and identify any error patterns occurring more than once per hour."
- “Generate a report summarizing sales data from the last year, including monthly trends.”
Tips & gotchas
The agent may require significant memory or processing power to effectively utilize this skill. Ensure sufficient resources are available before initiating large-scale operations.
Tags
TrustedSkills Verification
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.