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julia-perf

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Optimize Julia code for speed.

Software Engineering#performance#optimization#benchmarking#profiling#julia#type stability
AuthorKrastanov
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps you diagnose and fix performance bottlenecks in your Julia code, leading to faster execution times and reduced resource consumption.

Core Features & Use Cases

  • Performance Diagnosis: Identify slow functions and unexpected memory allocations.
  • Type Stability Analysis: Detect and resolve type instability issues that hinder compiler optimization.
  • Optimization Techniques: Apply best practices for memory management, array access, and function design.
  • Use Case: You have a Julia function that is running much slower than expected. Use this Skill to profile it, check for type stability issues with @code_warntype, and apply targeted fixes based on the provided optimization rules.

Quick Start

Use the julia-perf skill to profile the function my_slow_function with sample arguments.

Dependency Matrix

Required Modules

None required

Components

references

💻 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: julia-perf
Download link: https://github.com/Krastanov/JuliaLLMAgentSkills/archive/main.zip#julia-perf

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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