python-performance-optimization
๐ฏSkillfrom wshobson/agents
Installation
npx vibeindex add wshobson/agents --skill python-performance-optimizationnpx skills add wshobson/agents --skill python-performance-optimization~/.claude/skills/python-performance-optimization/SKILL.md
|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(268 items)
SKILL.md
More from this repository10
Comprehensive Claude Code plugin collection with 112 AI agents, 146 skills, and 73 focused plugins covering full-stack development, security, infrastructure, and multi-agent orchestration.
A specialized agent skill for advanced TypeScript type system patterns, part of the wshobson/agents plugin marketplace with 146 skills across 73 plugins for Claude Code.
Agent skill for Node.js backend development patterns including API design, architecture, and microservices, part of the wshobson/agents collection with 73 focused plugins and 146 skills for Claude Code.
Claude Code plugin for AI-powered framework migration workflows, coordinating specialized agents to plan and execute transitions between technology stacks as part of the wshobson/agents marketplace.
A Claude Code plugin for payment system integration covering Stripe, PayPal, and billing platforms with checkout flows, subscription management, and webhook handling in the wshobson/agents ecosystem.
A Claude Code plugin bundling core development tools and agents for everyday tasks like debugging and code generation, part of the wshobson/agents marketplace with 73 focused plugins.
Claude Code plugin for observability and monitoring including logging, metrics, distributed tracing, and alerting, part of the wshobson/agents marketplace with 73 focused plugins.
A Claude Code plugin providing specialized AI agents for deployment strategy planning and execution, covering blue-green deployments, canary releases, rolling updates, and zero-downtime patterns.
Claude Code plugin for JVM language development including Java, Kotlin, and Scala with specialized agents for idiomatic patterns, build tools, and runtime optimization in the wshobson/agents marketplace.
A Claude Code plugin for rapid API project scaffolding, part of the wshobson/agents marketplace with 73 focused plugins, 112 specialized agents, and 146 agent skills.