Performance Profiling
Analyzes AI performance, identifies bottlenecks, and suggests optimizations for enhanced efficiency and resource utilization.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add sebas-aikon-intelligence-performance-profiling npx -- -y @trustedskills/sebas-aikon-intelligence-performance-profiling
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"sebas-aikon-intelligence-performance-profiling": {
"command": "npx",
"args": [
"-y",
"@trustedskills/sebas-aikon-intelligence-performance-profiling"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
This skill, "performance-profiling," provides detailed analysis of AI agent execution. It identifies bottlenecks and inefficiencies in code by measuring resource usage (CPU, memory) and execution time across different functions or modules. The profiling data helps optimize performance and reduce costs associated with running AI agents.
When to use it
- Debugging slow responses: Use when your AI agent is taking too long to respond to user requests.
- Optimizing resource consumption: Identify areas where the agent is using excessive CPU or memory, leading to higher operational expenses.
- Analyzing complex workflows: Understand the performance characteristics of multi-step processes within an AI agent.
- Improving overall efficiency: Pinpoint code sections that are contributing most significantly to latency and optimize them for faster execution.
Key capabilities
- Resource usage measurement (CPU, memory)
- Execution time analysis per function/module
- Bottleneck identification
- Performance optimization suggestions
Example prompts
- "Profile the execution of my agent's summarization module."
- "Show me a performance breakdown for the last 10 user interactions."
- "Identify functions consuming more than 5% CPU during processing."
Tips & gotchas
The skill requires access to the AI agent’s runtime environment and logs. Ensure appropriate permissions are granted before running profiling tasks, as it can impact real-time performance while collecting data.
Tags
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
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