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cli-forge-perf

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Optimize performance with algorithms, data structures, and profiling tools.

Software Engineering#benchmarking#performance optimization#profiling#data structures#algorithmic analysis
AuthorDestynova2
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill provides a comprehensive toolkit for optimizing the performance of code, queries, algorithms, web pages, and systems, covering various aspects like algorithmic complexity, data structures, database queries, caching, and hardware considerations.

Core Features & Use Cases

  • Algorithmic Optimization: Helps in reducing complexity from O(n²) to O(n log n) and beyond.
  • Data Structures: Guides the selection of appropriate data structures based on access patterns.
  • Profiling: Provides guidance on measuring performance accurately, including avoiding common pitfalls like DCE and warmup issues.
  • Benchmarking: Offers a protocol for benchmarking that includes warmup, distribution, A/B interleaving, and permutation testing.
  • Performance Metrics: Explains the importance of measuring performance in terms of latency, throughput, and other metrics.
  • Use Case: Suppose you have a web application experiencing slow response times. Use this Skill to analyze the performance bottlenecks, optimize the algorithms and data structures, and improve the overall system performance.

Quick Start

Use the cli-forge-perf skill to measure the performance of the 'main.py' script and identify bottlenecks.

Dependency Matrix

Required Modules

criterion divan benchstat google-benchmark jmh mitata tinybench hyperfine pytest-benchmark timeit xctrace nsys nsight-systems bcc bpftrace likwid

Components

scriptsreferencesassets

💻 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: cli-forge-perf
Download link: https://github.com/Destynova2/cli-code-skills/archive/main.zip#cli-forge-perf

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