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JackSmack1971
JackSmack1971COMMUNITY
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optimize-performance-profiling

Profile code to identify bottlenecks and verify performance improvements.

Updated Dec 31, 2025
Search Tags:#performance#optimization#benchmarking#profiling#measurement
One-click install
npx skills add https://github.com/JackSmack1971/claude-code-learning-flywheel --skill optimize-performance-profiling
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: optimize-performance-profiling
Source: https://github.com/JackSmack1971/claude-code-learning-flywheel/tree/main/.claude/skills/optimize-performance-profiling
Command: npx skills add https://github.com/JackSmack1971/claude-code-learning-flywheel --skill optimize-performance-profiling

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Prevents premature optimization by basing changes on profiling data. Follows a Profile-Optimize-Verify cycle to identify real bottlenecks.

Core Features & Use Cases

  • Baseline metrics and profiling techniques for frontend, backend, and DB
  • Hypothesis-driven fixes; conservative, measurable improvements
  • Use Case: Benchmark a hot function, profile, optimize, and verify improvements

Quick Start

Follow the 6-step cycle: Baseline → Profile → Hypothesize → Optimize → Measure → Repeat. Use tooling like Lighthouse, autocannon, and CLI profilers.