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Performance

Skill DongDuong2001/pudo-code-system/skills/debug/performance

Modular, scalable, automated development intelligence.

Install
npx -y skills add DongDuong2001/pudo-code-system --skill performance

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Diagnosing and resolving performance bottlenecks and latency issues

SKILL.md

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Performance Debugging Skill

This skill focuses on identifying, analyzing, and resolving performance-related issues such as slow response times, CPU spikes, and UI lag.

When to use this skill

  • When the application is responding slower than SLAs allow.
  • When CPU usage is unexpectedly high.
  • When identifying database query bottlenecks (N+1 queries, missing indexes).

Guidelines

  • Measure First: Do not guess. Use profilers, APMs (Datadog, New Relic), and logging to find the bottleneck.
  • Isolate the Scope: Determine if the issue is in the frontend, network, backend, or database layer.
  • Algorithmic Complexity: Check for accidental O(n^2) or worse loops.
  • Caching: Consider if a caching layer (Redis, Memcached) can bypass the heavy computation.

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