Python Performance Optimization
Helps with Python, performance optimization, optimization as part of developing backend services and APIs workflows.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add schoi80-python-performance-optimization npx -- -y @trustedskills/schoi80-python-performance-optimization
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"schoi80-python-performance-optimization": {
"command": "npx",
"args": [
"-y",
"@trustedskills/schoi80-python-performance-optimization"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
This skill helps optimize Python code for improved performance. It can identify bottlenecks in existing scripts, suggest efficient algorithms and data structures, and provide guidance on profiling and memory management techniques. The goal is to reduce execution time and resource consumption of Python applications.
When to use it
- You have a slow-running Python script that needs to be faster.
- Your application is consuming excessive memory or CPU resources.
- You're refactoring existing code for better efficiency.
- You need help choosing the right data structures and algorithms for a specific task.
Key capabilities
- Code profiling
- Algorithm optimization suggestions
- Data structure recommendations
- Memory management guidance
Example prompts
- "Analyze this Python script [script content] and identify performance bottlenecks."
- "Suggest ways to optimize the following code snippet: [code snippet]"
- "What are efficient data structures for storing a large number of sorted integers?"
Tips & gotchas
This skill requires access to the Python code you want to analyze. The quality of suggestions depends on the complexity and clarity of the provided code.
Tags
TrustedSkills Verification
Unlike other registries that point to live repositories, TrustedSkills pins every skill to a verified commit hash. This protects you from malicious updates — what you install today is exactly what was reviewed and verified.
Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.