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Generative Engine Optimization

Checked
kostja94·vlatest·ai-ml·MIT

Fine-tunes generative AI outputs by adjusting parameters for improved quality, relevance, and adherence to specified constraints.

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 kostja94/marketing-skills --skill generative-engine-optimization -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

kostja94

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 kostja94/marketing-skills at 26cef34342.

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

Commit
26cef34342
Manifest
skills/strategies/commercial/geo/SKILL.md
Scanned
1 file, 151 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 optimizes generative engine performance, likely improving the quality and efficiency of AI-generated text. It focuses on refining output based on specific criteria, potentially including factors like length, tone, or keyword density. The goal is to produce more targeted and effective content through adjustments to the underlying generative process.

When to use it

  • Content Creation: Refine blog posts, articles, or marketing copy for better engagement and SEO performance.
  • Creative Writing: Improve the narrative flow and style of stories or scripts generated by AI.
  • Code Generation: Optimize code snippets produced by AI models for clarity and efficiency.
  • Email Marketing: Tailor email content to specific audience segments, enhancing open rates and click-throughs.

Key capabilities

  • Generative engine performance optimization
  • Refinement of AI-generated text based on criteria
  • Potential adjustments for length, tone, or keyword density

Example prompts

  • "Optimize this blog post draft for readability and SEO."
  • "Can you refine this product description to be more persuasive?"
  • "Adjust the tone of this email to be more professional."

Tips & gotchas

The effectiveness of this skill depends on clearly defining the desired optimization criteria. Providing specific examples or target metrics will help guide the AI agent in achieving the best results.