backend-python-performance
CommunityProfile and optimize Python backends for blazing speed.
Authorshredbx
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill equips developers with tools and patterns to identify and eliminate performance bottlenecks in Python applications, reducing latency, memory consumption, and improving overall efficiency.
Core Features & Use Cases
- CPU & Memory Profiling: Use
cProfile,line_profiler, andmemory_profilerto pinpoint slow functions and memory leaks. - Optimization Patterns: Apply techniques like list comprehensions, generators, and
lru_cachefor significant speedups. - Use Case: A FastAPI endpoint is responding slowly. Use this Skill to profile the endpoint with
cProfile, identify the most time-consuming function, and then apply a suitable optimization pattern to improve its performance.
Quick Start
Use the backend-python-performance skill to profile a given Python script using cProfile and identify the top 10 most time-consuming functions.
Dependency Matrix
Required Modules
cProfilepstatstimeitline-profilermemory-profilerpy-spynumpypytest-benchmark
Components
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: backend-python-performance Download link: https://github.com/shredbx/demo-3d-model/archive/main.zip#backend-python-performance Please download this .zip file, extract it, and install it in the .claude/skills/ directory.