Find me on bsky @colin-fraser.net on AI

Find me on bsky @colin-fraser.net@colin_fraser

OK yeah here's the real smoking gun, my theory is exactly right. There is a "Post Analysis" that's injected into the context. If you're looking for where the real juicy content restrictions / instructions are, they're not in the user-facing Grok's system prompt but in this text.

564 likes8 repliesPosted May 14, 2025

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Viral score

Based on absolute engagement — the platform doesn’t expose follower counts here, so large accounts score higher.

From likes, comments.

Why it worked

Opens with a short, self-contained line that is easy to take in at a glance.
The opening line stands alone, so it reads completely before the post is expanded.
Written from experience rather than as advice, which is harder to argue with.
Short enough to read in full without expanding, which removes a step before the point lands.
Quotes someone directly, which makes the moment concrete rather than summarised.

The mechanics

Hook: Plain observation
Structure: Hook → Landing
Style: Conversational paragraphs at a steady pace.
Tone: personal
Written for: People building with AI

Analysis by ViralLoop — not written by the original author.

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