Anti AI Slop

The guardrail every social output passes before it ships. Detection lives in the companion ai-slop-audit skill; this skill governs production: writing the caption, planning the campaign and briefing the image so slop never appears in the first place.

Use When

• Keep our posts, captions, slides and image briefs free of stock AI phrases while they are being written.
• ChatGPT wrote these captions, emails, blogs or proposals; rewrite them so a real local copywriter could have written them before the client sees them.
• Give writers or sub-agents a drop-in guardrail block and the banned vocabulary list to follow on every brief.
• Localise AI drafts with real market detail: UGX prices, Mobile Money, WhatsApp-first habits and named local references.
• Run the ship-gate checklist on a draft before delivering or publishing it.

Do Not Use When

• ai-slop-audit for a scored audit report on finished work.
• brand-voice-ai-training for teaching an AI tool the brand's own voice.
• east-african-english for regional English usage and spelling.
• Stop when a statistic, price, brand or quote cannot be verified against a named source; flag it rather than let it ship.

Required Inputs