Performance Profiling
Analyzes Poletron's operational efficiency, identifying bottlenecks and suggesting optimizations for improved performance and resource usage.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add poletron-performance-profiling npx -- -y @trustedskills/poletron-performance-profiling
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"poletron-performance-profiling": {
"command": "npx",
"args": [
"-y",
"@trustedskills/poletron-performance-profiling"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The poletron-performance-profiling skill provides detailed insights into the execution time of AI agent actions. It allows for identifying bottlenecks and optimizing workflows by pinpointing which steps consume the most resources. This skill helps users understand how their agents are performing and where improvements can be made.
When to use it
- Debugging slow agent performance: Use when an agent is taking longer than expected to complete tasks.
- Optimizing complex workflows: Identify inefficient steps within multi-stage processes.
- Comparing different approaches: Evaluate the relative efficiency of alternative action sequences.
- Resource constraint environments: Pinpoint actions that can be streamlined or eliminated in resource-limited settings.
Key capabilities
- Action execution time measurement
- Bottleneck identification
- Workflow optimization suggestions (implied)
Example prompts
- "Profile the execution of my 'order_pizza' workflow."
- "Show me a breakdown of how long each step takes in the 'book_flight' sequence."
- “Analyze the performance of the last five agent actions.”
Tips & gotchas
The skill requires access to agent execution logs and may need configuration depending on the underlying AI agent platform. Detailed profiling can generate significant log data, so consider setting appropriate sampling rates or filtering criteria.
Tags
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
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