Summary
This profiler helps you find CPU and memory bottlenecks in Python code using cProfile and memory_profiler under the hood. You'd reach for it when optimizing mission-critical services or tracking down performance issues that actually matter. The source mentions using it during project setup and CI pipelines, though honestly that seems premature unless you're already dealing with known performance constraints. It runs everything locally and doesn't phone home with your code. The documentation is pretty sparse on specifics about what the actual profiling output looks like or how it presents findings, but the core use case is solid enough for anyone who's stared at slow Python services wondering where the time goes.
Install to Claude Code
npx -y skills add jorgealves/agent_skills --skill python-performance-profiler --agent claude-codeInstalls into .claude/skills of the current project.
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Files
SKILL.mdView on GitHub
Python Performance Profiler
Purpose and Intent
Identify CPU and memory bottlenecks in Python code using cProfile or memory_profiler. Use to optimize mission-critical Python services.
When to Use
- Project Setup: When initializing a new Python project.
- Continuous Integration: As part of automated build and test pipelines.
- Legacy Refactoring: When updating older Python codebases to modern standards.
When NOT to Use
- Non-Python Projects: This tool is specialized for the Python ecosystem.
Error Conditions and Edge Cases
- Missing Requirements: If the project lacks a requirements.txt or pyproject.toml.
- Incompatible Versions: If the project uses a Python version not supported by the tools.
Security and Data-Handling Considerations
- All analysis is performed locally.
- No source code or credentials are ever transmitted externally.
Featured
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
One time payment $9 →Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →
