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Memoization Helper

Checked
rdimascio·vlatest·backend

This tool automatically memoizes function results for faster execution and reduced redundant calculations, boosting performance significantly.

Repository

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 rdimascio/react-marketplace --skill memoization-helper -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

rdimascio

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.

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  • 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 rdimascio/react-marketplace at 2566073cf7.

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

Commit
2566073cf7
Manifest
plugins/react-performance/.claude/skills/memoization-helper/SKILL.md
Scanned
1 file, 27 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.
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About this skill

What it does

The memoization-helper skill assists AI agents in optimizing code performance through memoization. It automatically identifies and applies memoization techniques to computationally expensive functions, reducing redundant calculations. This results in faster execution times and improved overall efficiency for tasks involving repeated function calls with the same inputs.

When to use it

  • Optimizing React components: When dealing with frequently re-rendered React components where prop changes are not always significant, this skill can memoize render functions to prevent unnecessary updates.
  • Improving API call performance: Memoization can be applied to functions that fetch data from APIs, caching results and avoiding repeated requests for the same information.
  • Accelerating complex calculations: For computationally intensive operations like simulations or mathematical models, this skill helps cache intermediate results, significantly speeding up processing.
  • Reducing redundant database queries: When a function repeatedly retrieves the same data from a database, memoization can store and reuse those values.

Key capabilities

  • Automatic identification of memoizable functions.
  • Application of memoization techniques to reduce redundant calculations.
  • Caching of function results for efficient retrieval.
  • Integration with React components for optimized rendering.

Example prompts

  • "Memoize the calculateFibonacci function."
  • "Optimize this React component using memoization."
  • "Cache the results of the API call to /data/users."

Tips & gotchas

The skill is most effective when applied to functions with significant computational cost and a high degree of repeated calls. Be aware that excessive caching can lead to increased memory usage, so monitor performance accordingly.