Skill Performance Profiler

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by auldsyababua · vlatest · Repository

Analyzes and visualizes AI agent performance metrics to identify bottlenecks and optimize auldsyababua skill execution.

Install on your platform

We auto-selected Claude Code based on this skill’s supported platforms.

1

Run in terminal (recommended)

terminal
claude mcp add auldsyababua-skill-performance-profiler npx -- -y @trustedskills/auldsyababua-skill-performance-profiler
2

Or manually add to ~/.claude/settings.json

~/.claude/settings.json
{
  "mcpServers": {
    "auldsyababua-skill-performance-profiler": {
      "command": "npx",
      "args": [
        "-y",
        "@trustedskills/auldsyababua-skill-performance-profiler"
      ]
    }
  }
}

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 analyze agent execution, identify bottlenecks, and optimize resource utilization. The tool offers detailed metrics on function call times and memory usage, enabling developers to pinpoint areas for improvement within their agent workflows.

When to use it

  • Debugging slow agents: Use the profiler when an agent is taking too long to complete tasks or exhibiting performance issues.
  • Optimizing resource consumption: Identify functions that are consuming excessive CPU or memory and optimize them.
  • Analyzing complex workflows: Gain insights into the execution flow of intricate AI agent processes.
  • Improving overall efficiency: Regularly profile agents to proactively identify and address potential performance degradation.

Key capabilities

  • Function call time analysis
  • Memory usage tracking
  • Detailed profiling metrics
  • Workflow visualization (implied)

Example prompts

  • "Profile the execution of my agent's task 'generate_report'."
  • "Show me a breakdown of function call times for the last run."
  • "Identify functions with memory leaks in this workflow."

Tips & gotchas

The skill requires access to the agent’s runtime environment. Ensure appropriate permissions are granted before initiating profiling sessions.

Tags

🛡️

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Details

Version
vlatest
License
Author
auldsyababua
Installs
3

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Passed automated security scans.