mcpbeat

Providing Performance Optimization Advice

foryourhealth111-pixel/providing-performance-optimization-advice

| Produce a prioritized performance-optimization roadmap across frontend, backend, and infrastructure. Use as an explicit/manual helper after bottlenecks are known or suspected, not as the owner of regression detection, profiling capture, or test execution.

3k tokens
context cost
the whole folder, loaded on every use
7
files
ships runnable scripts
0
copies elsewhere
how many repositories repackaged it
2583
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/foryourhealth111-pixel/Vibe-Skills --skill providing-performance-optimization-advice

What comes with it

10 661 bytes besides the instruction
assets/README.md
references/README.md
scripts/README.md
scripts/impact_estimator.py
scripts/optimization_suggestions.py
scripts/performance_profiler.py

What it tells the agent to use

found in the instruction text
Bash runs shell commands — read the instruction before connecting

The instruction itself

6 sections, as written by the author

Performance Optimization Advisor

Positioning

Treat this skill as an explicit/manual advisor for prioritizing optimization work.

When to Use

Use this skill when:

  • Prioritizing known or suspected performance bottlenecks from existing logs, traces, benchmarks, or user reports.
  • Get recommendations for improving website loading speed.
  • Optimize database query performance.
  • Improve API response times.
  • Reduce infrastructure costs.

Not For / Boundaries

  • Build-to-build regression detection: use detecting-performance-regressions
  • Raw benchmark execution or profiling capture: use performance-testing
  • Test-result packaging for QA audiences: use generating-test-reports

Typical Outputs

  • A ranked optimization backlog by impact and effort
  • Concrete hotspots by layer: frontend, backend, infra, or database
  • Suggested validation steps to prove the optimization worked
  • detecting-performance-regressions to prove there is a real regression
  • performance-testing to collect the measurements behind the advice

How to use it

Copy the folder

Take foryourhealth111-pixel/providing-performance-optimization-advice from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.