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Performance profile

Skill manastalukdar/ai-devstudio/skills/performance-profile

Performance profiling and bottleneck detection for Node.js, Python, and browser appsFrom its SKILL.md

Install
npx -y skills add manastalukdar/ai-devstudio --skill performance-profile

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SKILL.md

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Performance Profiling & Bottleneck Detection

I'll profile your application to identify performance bottlenecks and provide optimization recommendations.

Supported Environments:

  • Node.js profiling (--inspect, clinic.js)
  • Browser performance (Chrome DevTools)
  • Python profiling (cProfile, line_profiler)
  • Bottleneck identification
  • Memory leak detection
  • Optimization recommendations

Arguments: $ARGUMENTS - optional: node|python|browser or specific file/route to profile


Token Optimization

Expected range: 400–2,500 tokens (initial), 200 tokens (cache hit)

Caching: Caches runtime detection in .claude/cache/performance-profile/runtime.json for 7 days. Invalidated when package.json changes.

Early exit: Returns immediately if the profiling environment is already configured.

Patterns used: Grep-before-Read, early exit, Bash for system queries, caching

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.

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