Performance Profiler
Analyzes k1lgor agent actions to identify performance bottlenecks and suggest optimization strategies 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 k1lgor-performance-profiler npx -- -y @trustedskills/k1lgor-performance-profiler
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"k1lgor-performance-profiler": {
"command": "npx",
"args": [
"-y",
"@trustedskills/k1lgor-performance-profiler"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The k1lgor-performance-profiler skill allows AI agents to analyze and identify performance bottlenecks in code. It provides detailed profiling data, including function call timings and resource usage. This enables developers to optimize their applications for speed and efficiency by pinpointing areas needing improvement.
When to use it
- Debugging slow scripts: Use the profiler when an AI agent's script is taking longer than expected to complete a task.
- Optimizing resource-intensive operations: Identify functions or processes consuming excessive memory or CPU cycles.
- Analyzing complex workflows: Understand the performance characteristics of intricate sequences of actions within an AI agent’s workflow.
- Comparing different code implementations: Evaluate which version of a function or algorithm performs better under specific conditions.
Key capabilities
- Function call timing analysis
- Resource usage tracking (CPU, memory)
- Bottleneck identification
- Detailed profiling reports
Example prompts
- "Profile the execution time of my
process_imagefunction." - "Show me a breakdown of CPU usage for the last 10 seconds."
- "Generate a report comparing the performance of version A and version B of the sorting algorithm."
Tips & gotchas
The skill requires access to code execution environments. Ensure the AI agent has appropriate permissions to profile the target processes or scripts.
Tags
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
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Passed automated security scans.