Keenan George

Growth skill

AI Slop Prevention Checklist

Use AI for speed without letting generic copy, weak design, or fake polish leak into the work.

When to use it

Run this when the system feels noisy.

Sharper output that still sounds and feels like the business.

AI copy sounds generic.

The page looks polished but says little.

Design elements feel random.

The team wants faster production without lower taste.

Checklist

Check the path before adding more tools.

  • Start with the business point before any draft.
  • Remove claims that could fit any company.
  • Replace vague words with proof or plain language.
  • Check that every section has a job.
  • Use real tools, screenshots, or assets where possible.
  • Run a final pass for tone, fit, and visual clutter.

Walkthrough

A simple way to run the skill.

This is the operating path before any deeper build work starts.

Step 1

Anchor the work

  • Write the point in one short sentence.
  • Name the real buyer pain.
  • Name the next action the page must earn.
Step 2

Cut the generic layer

  • Remove buzzwords that hide weak thinking.
  • Replace stock examples with real operating details.
  • Keep only visual elements that support the job.
Step 3

Finish with taste

  • Check mobile first.
  • Check whether text fits without crowding.
  • Check that the final result feels useful, not noisy.

Source skills

Open the source behind this checklist.

Use the install command, repo, marketplace page, or local source path before running the workflow.

Source repoInstalled here

content-quality-auditor

Check ads, creative, budgets, and signal quality before more money goes out.

Source path

~/.agents/skills/content-quality-auditor/SKILL.md

Related stack

Tools that help run this skill.

Claude logoAI

Claude

Use it for planning, research synthesis, copy refinement, and code-assisted operations work.

OpenAI logoAI

OpenAI

Use it for AI features, structured generation, internal tools, and repeatable workflows.

Perplexity logoResearch

Perplexity

Use it for fast market, tool, and competitor research before deeper review.

Vercel logoWebsite

Vercel

Use it for fast Next.js sites, landing pages, and frontends connected to real tools.