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Performance Thinker

Checked
omer-metin·vlatest·other·Apache-2.0

Analyzes task performance data to identify bottlenecks, suggest improvements, and optimize workflows for increased efficiency.

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 omer-metin/skills-for-antigravity --skill performance-thinker -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

omer-metin

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 omer-metin/skills-for-antigravity at e8dcf4e873.

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

Commit
e8dcf4e873
Manifest
skills/performance-thinker/SKILL.md
Scanned
4 files, 1,212 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

The performance-thinker skill enables AI agents to analyze and optimize their own performance. It identifies bottlenecks in processes, suggests improvements based on best practices, and can even reconfigure workflows for increased efficiency. This skill helps agents learn from past actions and adapt to changing circumstances to achieve better outcomes.

When to use it

  • Debugging complex tasks: Use when an agent is consistently failing or producing suboptimal results, requiring a deeper analysis of its internal processes.
  • Optimizing repetitive workflows: Apply to automate routine operations and identify areas for streamlining.
  • Adapting to new environments: Leverage the skill to quickly adjust strategies and improve performance in unfamiliar situations.
  • Improving decision-making accuracy: When an agent needs to refine its choices and minimize errors over time.

Key capabilities

  • Performance bottleneck identification
  • Workflow optimization suggestions
  • Process reconfiguration
  • Learning from past actions
  • Adaptation to changing circumstances

Example prompts

  • "Analyze my last five attempts at summarizing this document and suggest improvements."
  • "How can I reduce the time it takes to complete this data entry task?"
  • "Identify any inefficiencies in my current approach to generating creative writing pieces."

Tips & gotchas

The skill requires access to an agent's internal logs and process history. Ensure appropriate permissions are granted for optimal analysis and improvement suggestions.