Agent Performance Monitor

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by ruvnet · vlatest · Repository

Helps with performance optimization, monitoring as part of orchestrating AI agents and multi-step workflows workflows.

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 ruvnet-agent-performance-monitor npx -- -y @trustedskills/ruvnet-agent-performance-monitor
2

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

~/.claude/settings.json
{
  "mcpServers": {
    "ruvnet-agent-performance-monitor": {
      "command": "npx",
      "args": [
        "-y",
        "@trustedskills/ruvnet-agent-performance-monitor"
      ]
    }
  }
}

Requires Claude Code (claude CLI). Run claude --version to verify your install.

About This Skill

What it does

The ruvnet-agent-performance-monitor skill provides real-time monitoring of AI agent performance. It allows users to track metrics and identify potential bottlenecks or areas for optimization within their agents. This skill is designed to help improve the efficiency and effectiveness of deployed AI agents.

When to use it

  • Troubleshooting slow response times: Identify if an agent's performance degradation is due to resource constraints or inefficient code.
  • Optimizing agent resource allocation: Determine if your agents are over- or under-utilizing resources, allowing for better cost management.
  • Monitoring deployed agents in production: Track key performance indicators (KPIs) and proactively address issues before they impact users.
  • Evaluating the impact of code changes: Measure how modifications to an agent’s logic affect its overall performance.

Key capabilities

  • Real-time performance monitoring
  • Metric tracking
  • Bottleneck identification
  • Resource utilization analysis

Example prompts

  • "Show me the current CPU usage for my 'Order Processing' agent."
  • "What was the average response time of the 'Customer Support' agent over the last hour?"
  • "Alert me if any agent exceeds 90% memory utilization."

Tips & gotchas

This skill requires access to the underlying infrastructure where your agents are deployed. Ensure proper permissions and configurations are in place for accurate data collection and analysis.

Tags

🛡️

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Details

Version
vlatest
License
Author
ruvnet
Installs
3

🌐 Community

Passed automated security scans.