Paid ad audit skill for Claude Code, across seven platforms

What it is. An open-source skill for Claude Code that audits paid advertising accounts. You point it at your campaigns and it runs more than 250 checks, scores what it finds by weight, and surfaces optimization recommendations. It also includes industry-specific templates and can generate ad creative ideas as part of the same session.

What it plugs into. Claude Code, Anthropic’s terminal-based coding and task agent. The skill extends Claude Code’s built-in capabilities, so you need that environment running before any of this does anything.

Why it helps. Auditing ad accounts across seven platforms by hand is slow and easy to do unevenly. You catch the obvious things and miss the structural ones. Running this through Claude Code means the checks are consistent every time, and the weighted scoring tells you which problems are actually worth your time versus which are cosmetic. For a designer or creative director who touches paid media but does not live in ad dashboards, it is a faster way to get an honest picture of where a campaign is underperforming before you start reworking creative.

How to set it up. Pull the repository from GitHub and follow the setup instructions in the README to install the skill into your Claude Code environment. From there you invoke it by describing your audit scope in the Claude Code terminal. The parallel agents it uses mean it can check multiple platforms in the same session rather than one at a time.

Limits. Five thousand-plus stars on a relatively new repository suggests real interest, but with any community skill the depth of platform-specific logic varies, and ad platform APIs change often enough that some checks may lag behind current campaign structures. The skill depends entirely on Claude Code, so it is not useful if you are not already in that workflow. Creative generation here means ideas and copy directions, not finished assets. And like any audit tool, the output is only as useful as the account access and data you give it to work with.