Performance Profiler
Analyzes LatestAIAgents performance metrics, identifying bottlenecks and suggesting optimizations for improved efficiency.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add latestaiagents-performance-profiler npx -- -y @trustedskills/latestaiagents-performance-profiler
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"latestaiagents-performance-profiler": {
"command": "npx",
"args": [
"-y",
"@trustedskills/latestaiagents-performance-profiler"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The LatestAIAgents Performance Profiler skill provides detailed performance metrics for AI agent executions. It captures latency, resource consumption (CPU and memory), and token usage during different stages of an agent's workflow. This allows users to identify bottlenecks and optimize agent efficiency for improved speed and cost-effectiveness.
When to use it
- Debugging slow agents: Pinpoint the specific steps or tools causing delays in your agent’s execution.
- Optimizing costs: Identify resource-intensive operations to reduce overall operational expenses.
- Comparing different tool configurations: Evaluate the performance impact of various tools and settings within an agent's workflow.
- Analyzing complex workflows: Gain insights into how different components interact and affect overall agent performance.
Key capabilities
- Latency measurement for each step in the agent’s execution flow.
- CPU resource consumption tracking.
- Memory usage monitoring during agent runs.
- Token usage reporting per tool call.
Example prompts
- "Profile my agent's execution and show me a breakdown of latency by step."
- "Analyze CPU and memory usage for the last 5 agent runs."
- "Compare token consumption between Tool A and Tool B in my workflow."
Tips & gotchas
The skill requires appropriate permissions to monitor resource usage within your AI agent environment. Ensure that the agent has access to collect performance data without impacting its core functionality.
Tags
TrustedSkills Verification
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.