Skip to content
TrustedSkillsbeta
Back to all skills

Performance At Scale

Checked
bbeierle12·vlatest·ai-ml·MIT

Predicts and optimizes system performance under high load, ensuring consistent service levels at scale.

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 bbeierle12/skill-mcp-claude --skill performance-at-scale -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

bbeierle12

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

    No pipe-to-shell or download-and-run installers.

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

  • Pinned to a commit: passed

    Scanned bbeierle12/skill-mcp-claude at 00b298e07e.

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

Commit
00b298e07e
Manifest
skills/performance-at-scale/SKILL.md
Scanned
7 files, 2,708 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 enables AI agents to handle and process large datasets efficiently, optimizing for speed and resource utilization. It allows the agent to manage significant volumes of data without performance degradation. The skill focuses on scaling operations to accommodate increased workloads and maintain responsiveness under pressure.

When to use it

  • Analyzing extensive log files to identify patterns or anomalies.
  • Processing a large number of customer support tickets for sentiment analysis.
  • Generating reports from datasets containing millions of records.
  • Training machine learning models on substantial training data.

Key capabilities

  • Large dataset processing
  • Performance optimization
  • Resource utilization management
  • Scalable operations

Example prompts

  • "Analyze these 1 million customer reviews and summarize the key themes."
  • "Process this log file and identify any error patterns occurring more than once per hour."
  • “Generate a report summarizing sales data from the last year, including monthly trends.”

Tips & gotchas

The agent may require significant memory or processing power to effectively utilize this skill. Ensure sufficient resources are available before initiating large-scale operations.