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Linq Optimization Patterns

Checked
thapaliyabikendra·vlatest·other·Apache-2.0

Helps with optimization, patterns as part of agent workflows workflows.

Install on your platform

Showing Claude Code. One command installs this skill into any of the agents below.

  1. 1

    Run this in your project

    terminal
    $ npx skills add thapaliyabikendra/ai-artifacts --skill linq-optimization-patterns -a claude-code
  2. Uses the open-source skills CLI and needs Node.js. Add -g to install it for your user instead of this project.

What we know about this skill

Publisher

thapaliyabikendra

Taken from the source listing. We haven't verified who controls this account.

Install target

Live repository

Not pinned. Installing fetches whatever the repository holds at the time you run the command.

No human has reviewed this code. The checks below are a static scan of the files at one commit — nobody has run this skill or judged whether it works. A skill runs with whatever access you give your agent, so read the source before you install it.

Automated safety checks

scanned

This skill passed all 6 checks. We read its files at one commit and looked for the things that make a skill dangerous to run — not for whether it works.

  • Declares what it does: passed

    SKILL.md parses and declares a name and a description.

    SKILL.md exists, its frontmatter parses, and it declares a name and a description.

  • No undeclared network calls: passed

    Makes no network calls.

    Every host the skill dials — from its scripts, its config endpoints or the commands it tells the agent to run — is either well-known package and API infrastructure or declared in its own frontmatter. Links in documentation are not counted.

  • No obfuscated payloads: passed

    No encoded or obfuscated payloads.

    No base64, hex or compressed blob is decoded and then executed, and no encoded shell commands.

  • No credential access: passed

    Reads no keys, tokens, keychains or credential files.

    Neither the code nor the SKILL.md instructions read SSH keys, cloud credentials, keychains, token stores, browser cookie databases or dotfiles that hold secrets.

  • No pipe-to-shell installers: passed

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    No `curl … | sh` pattern, in the code or in the instructions, that runs code fetched at run time.

  • Pinned to a commit: passed

    Scanned thapaliyabikendra/ai-artifacts at bce7ac7ad5.

    The exact upstream commit SHA that was scanned is recorded, so the result refers to specific bytes.

Scanned
10 files, 1,915 lines
This is a static scan, not a review. It reads the skill's files; it does not run them, and it cannot tell you whether the skill is any good or whether the code does what its description says. A skill runs with whatever access you give your agent.
What each check looks for →

About this skill

What it does

This skill provides patterns and techniques for optimizing LINQ queries. It helps improve the performance of data retrieval operations, especially when dealing with large datasets or complex filtering logic. The skill focuses on identifying common bottlenecks and suggesting efficient alternatives to enhance query execution speed.

When to use it

  • Slow Data Retrieval: When querying a database or collection takes an unexpectedly long time.
  • Complex Filtering Logic: When LINQ queries involve multiple Where, Join, or GroupBy clauses that impact performance.
  • Large Datasets: When working with large datasets where query optimization is crucial for responsiveness.
  • Performance Profiling: After identifying a slow area in an application, to analyze and optimize the corresponding LINQ queries.

Key capabilities

  • Identifies inefficient LINQ patterns.
  • Suggests optimized alternatives (e.g., using AsParallel, indexing).
  • Provides explanations for optimization choices.

Example prompts

  • "Analyze this LINQ query: [paste query here] and suggest optimizations."
  • "I'm getting slow performance when querying a large database table. Can you help me optimize my LINQ?"
  • "What are some common pitfalls to avoid when writing efficient LINQ queries?"

Tips & gotchas

The skill assumes familiarity with LINQ syntax and basic query structure. Complex or highly specialized queries might require more detailed context for effective optimization suggestions.