AI Slop Audit

The detector. Given any social artefact, it decides how strongly it reads as AI slop, names exactly why, and says how to fix each finding; production-side prevention is the companion anti-ai-slop skill.

Use When

• Does this caption, carousel, email or ad copy look like a bot or ChatGPT wrote it? Tell us why it feels off and what gives it away.
• A campaign, content calendar, blog, email sequence or deck outline is finished; check it before we move to the next piece.
• Review an AI-generated image or video for the tells that make it look fake or generic.
• Grade it A to F with a genericness score, cite each finding, say whether it can ship, and keep the good parts.
• Run the final gate before anything from the engine is published or sent to the client.

Do Not Use When

• anti-ai-slop for guardrails applied while drafting and for humanising a draft.
• policy-ai-content-ethics for cultural bias, AI disclosure and copyright policy.
• premium-commercial-writing for general editorial standards and brochure copy.
• Stop the next asset or iteration when the verdict is F (blocked) until the blocking findings are fixed; never invent evidence for a finding.

Required Inputs