Performance Analyzer
Analyzes task performance data to identify bottlenecks, inefficiencies, and areas for optimization within AI workflows.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add ntaksh42-performance-analyzer npx -- -y @trustedskills/ntaksh42-performance-analyzer
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"ntaksh42-performance-analyzer": {
"command": "npx",
"args": [
"-y",
"@trustedskills/ntaksh42-performance-analyzer"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The ntaksh42-performance-analyzer skill analyzes code and provides insights into its performance characteristics. It identifies potential bottlenecks, suggests optimizations, and offers a detailed breakdown of resource usage. This allows users to improve the efficiency and speed of their applications or scripts.
When to use it
- Debugging slow code: Use this skill when you suspect a particular section of your code is running slower than expected.
- Optimizing resource-intensive tasks: Identify areas where memory, CPU, or I/O usage can be reduced for improved performance.
- Evaluating different algorithms: Compare the performance of various approaches to solving a problem before committing to one.
- Profiling complex scripts: Gain a deeper understanding of how your script executes and pinpoint performance hotspots.
Key capabilities
- Code analysis
- Performance bottleneck identification
- Resource usage breakdown (memory, CPU, I/O)
- Optimization suggestions
Example prompts
- "Analyze the performance of this Python function: [code snippet]"
- "Can you identify any bottlenecks in this JavaScript script?"
- "Provide a resource usage report for this C++ program."
Tips & gotchas
The skill's effectiveness depends on providing clear and complete code snippets. It is best suited for analyzing relatively small to medium-sized code blocks due to processing limitations.
Tags
TrustedSkills Verification
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.