python-performance-optimization
๐ฏSkillfrom wshobson/agents
|Agent skill for Python performance optimization covering profiling, memory management, and efficient coding patterns, part of the python-development plugin in the wshobson/agents collection.
Overview
python-performance-optimization is an agent skill from the wshobson/agents collection, a production-ready system of 73 focused plugins and 146 agent skills for Claude Code. This skill is part of the python-development plugin, which bundles 3 Python expert agents and 5 specialized skills. It provides targeted guidance on optimizing Python code performance, including profiling, memory management, and efficient coding patterns.
Key Features
- Performance profiling guidance: Covers techniques for identifying bottlenecks in Python applications using profiling tools and performance analysis methods
- Memory optimization: Provides knowledge on reducing memory footprint, efficient data structure selection, and garbage collection considerations for Python applications
- Async and concurrency patterns: Works alongside the async-python-patterns skill to optimize concurrent Python workloads and I/O-bound operations
- Progressive disclosure architecture: Loads performance optimization knowledge on demand, following the three-tier system (metadata, instructions, resources) to minimize token usage
Who is this for?
- Python developers who need to optimize application performance and want AI-guided profiling and optimization strategies
- Backend engineers working on data-intensive Python services who need to reduce latency and improve throughput
- Teams using Claude Code for Python development who want specialized performance expertise integrated into their existing python-development plugin workflow
Same repository
wshobson/agents(234 items)
Installation
npx vibeindex add wshobson/agents --skill python-performance-optimizationnpx skills add wshobson/agents --skill python-performance-optimization~/.claude/skills/python-performance-optimization/SKILL.mdSKILL.md
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