dotnet-linq-optimization

Installation
SKILL.md

dotnet-linq-optimization

LINQ performance patterns for .NET applications. Covers the critical distinction between IQueryable<T> server-side evaluation and IEnumerable<T> client-side materialization, compiled queries for EF Core hot paths, deferred execution pitfalls, LINQ-to-Objects allocation patterns and when to drop to manual loops, and Span-based alternatives for zero-allocation processing.

Scope

  • IQueryable vs IEnumerable materialization pitfalls
  • Compiled queries for EF Core hot paths
  • Deferred execution and multiple enumeration detection
  • LINQ-to-Objects allocation patterns and manual loop alternatives

Out of scope

  • EF Core DbContext lifecycle and migrations -- see [skill:dotnet-efcore-patterns]
  • Strategic data architecture (N+1 governance, read/write split) -- see [skill:dotnet-efcore-architecture]
  • Span and Memory fundamentals -- see [skill:dotnet-performance-patterns]
  • Microbenchmarking setup -- see [skill:dotnet-benchmarkdotnet]

Cross-references: [skill:dotnet-efcore-patterns] for compiled queries in EF Core context and DbContext usage, [skill:dotnet-performance-patterns] for Span/Memory foundations and ArrayPool patterns, [skill:dotnet-benchmarkdotnet] for measuring LINQ optimization impact.

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Feb 24, 2026