

Disclosure: I’m the co-founder of Optmyzr. I’ll use one of our open-source skills as the example below, but the frameworks here apply to anything you install or build.
If you’ve used Claude, ChatGPT, or Gemini for marketing work in the last six months, you’ve probably hit the same wall I have. The chat is great until you need the same thing done the same way every week. Then you’re back to copying a prompt template into a fresh window, hoping you didn’t forget a step, wondering why a tool this powerful still feels this manual.
Skills are what bring that wall down.
I’ve written before about skills as scalable systems for PPC and why agents are useless without access to your marketing data. This piece zooms out.
- What is a skill, actually?
- Where do you find them?
- How do they work across the three big AI platforms?
- But perhaps most importantly for agency owners: how do you take an existing skill and brand it as your own?
What are ‘skills’ in AI
A skill is a small bundle of files that teaches an AI assistant how to do one specific job well, every time.
In Claude, a skill is literally a folder containing a SKILL.md file with instructions, alongside optional code scripts and reference files the AI can process. Install the folder once, and from then on, when a task matches the skill, the assistant loads the playbook and follows it.
It’s the difference between telling a new hire “audit this account” and handing them your agency’s documented audit process. The output gets much more consistent.
While the concept is universal, implementation varies by platform.
- Claude offers the most seamless experience, allowing you to install and use skills directly within the interface.
- ChatGPT makes similar capabilities available though generally only on paid Business or Enterprise plans.
- Gemini remains the most developer-focused, often requiring the Gemini CLI or specialized environments, which makes it less accessible for the average marketer.
Because of its ease of use, I mostly use skills with Claude, and that’s where we’ll focus.
Where to find prebuilt skills for PPC
Most account managers prefer copy-pasting scripts over writing their own. They’ll also like grabbing skills someone else already built. But finding them can be tricky. There’s no single App Store for skills, and most of the good ones are on GitHub.
For Claude, the Anthropic team ships official skills for working with things like PDFs, and Microsoft Office programs. Beyond that, you’ll find growing collections on GitHub from individual developers and software vendors.
A lot of companies are publishing their own. Ours live at github.com/optmyzr-skills.


A practical rule I’ve landed on: a skill is only as trustworthy as the team that built it. A skill from a known software vendor with its…
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