Performance Profiling
Analyzes code execution to identify performance bottlenecks and suggest optimizations based on Kentoshimizu's expertise.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add kentoshimizu-performance-profiling npx -- -y @trustedskills/kentoshimizu-performance-profiling
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"kentoshimizu-performance-profiling": {
"command": "npx",
"args": [
"-y",
"@trustedskills/kentoshimizu-performance-profiling"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
This skill provides performance profiling capabilities for AI agents. It allows users to identify bottlenecks and areas of inefficiency within agent workflows, ultimately leading to improved response times and resource utilization. The tool analyzes execution traces and presents data visualizations to pinpoint problematic code segments or API calls.
When to use it
- Slow Response Times: Investigate why an agent is taking longer than expected to complete tasks.
- High Resource Consumption: Identify areas where the agent is using excessive CPU, memory, or network bandwidth.
- Debugging Performance Issues: Pinpoint specific code blocks contributing to performance degradation after updates or modifications.
- Optimizing API Usage: Analyze API call patterns to identify potential inefficiencies and opportunities for optimization.
Key capabilities
- Execution trace analysis
- Data visualization of performance metrics
- Bottleneck identification
- API call pattern analysis
Example prompts
- "Profile the execution time of my agent's 'summarize_article' function."
- "Show me a graph of API calls made during the last hour, sorted by latency."
- "Identify the most resource-intensive parts of my agent’s workflow."
Tips & gotchas
The skill requires access to execution traces from the AI agent. Ensure proper logging and tracing is enabled within your agent's environment for accurate profiling data.
Tags
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.