Individual skill

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.

bundled/skills/providing-performance-optimization-advice/SKILL.md

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Last checked: Nov 11, 2026

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Repository stars (not skill ratings): 3,816
Repository last updated: Nov 9, 2026
License: Apache-2.0

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SKILL.mdcore · 1,562 bytes
assets/README.mddoc · 432 bytes
references/README.mddoc · 870 bytes
scripts/README.mddoc · 481 bytes
scripts/impact_estimator.pyruns · 2,938 bytes
scripts/optimization_suggestions.pyruns · 2,948 bytes
scripts/performance_profiler.pyruns · 2,992 bytes

Read excerpt

# 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.