Anti-AI Slop Filter
Keep your content off the AI slop list
Have your Claw periodically check the AI Slop Wiki and build a living filter of patterns to avoid. Every piece of content your Claw creates runs through this filter first, so you never publish anything that reads like generic AI-generated filler.
INGREDIENTS
PROMPT
Create a skill called "Anti-AI Slop". Weekly, visit https://en.wikipedia.org/wiki/AI_slop and find all of the patterns that are considered the latest in AI slop. Update your Anti-AI Slop skill with the latest patterns. Then any content you create should go through this filter to make sure we don't fall into any of these traps.
How It Works
This skill turns your Claw into a self-updating content quality gate. It
reads the Wikipedia AI Slop article on a schedule, extracts the patterns
that define low-quality AI output, and maintains a living checklist. Every
piece of content your Claw produces gets checked against that list before
you see it.
What You Get
- A self-updating filter that stays current as new slop patterns emerge
- Automatic screening of all Claw-generated content
- Awareness of the latest community-identified AI tells
- Content that reads like a human wrote it, not a chatbot
Setup Steps
- Ask your Claw to create an "Anti-AI Slop" skill with the prompt above
- Set the skill to run on a weekly schedule
- The Claw will fetch the Wikipedia article and extract current patterns
- All future content passes through the filter automatically
Tips
- Weekly updates keep the filter current as new patterns are identified
- Pairs well with the AI Smell Detector and De-Botinator bytes
- The Wikipedia article is community-maintained, so it captures real-world patterns fast
- Review the filter occasionally to see what patterns are trending
- Works on any content type: blog posts, docs, emails, social posts