The four heights
The same task, four distances: today's deadline, the next reviewer, the stuck moment, the pattern.
Execute — do the immediate task
+There is an abusive comment thread under our latest product post that uses slurs and false…
Execute — do the immediate task
+There is an abusive comment thread under our latest product post that uses slurs and false accusations. Remove the three most aggressive comments, ban the primary offender Adam Rivera from commenting for 30 days, and hide the rest of the thread from public view. Document the URLs and screenshots for our records and notify customer support to follow up if the commenter is a current customer.
Pasted it? When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Improve — make it easier to accept
+Before I remove the comments on the product post, make the moderation decision defensible. Identify…
Improve — make it easier to accept
+Before I remove the comments on the product post, make the moderation decision defensible. Identify which comments violate hate speech, harassment, or defamation policy and flag any that we should retain for legal reasons. Recommend the tone for a brief public moderator note we can post after removal and list the steps to restrict Adam Rivera and prevent the same accounts from returning. Also list any evidence we should store for escalation.
Pasted it? When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Decide — diagnose the stuck moment
+I deleted a set of abusive comments and applied a 30‑day comment ban to Adam Rivera, but new…
Decide — diagnose the stuck moment
+I removed comments but the commenter keeps reposting similar attacks.
I deleted a set of abusive comments and applied a 30‑day comment ban to Adam Rivera, but new accounts keep resurfacing and reposting the same attacks under the product post. I don’t know whether to escalate, how to prove this is coordinated abuse, or whether to take the post down. What is the likely situation, what evidence and steps should I collect now to stop it, and when should I escalate to the platform for account action or take the post offline?
Pasted it? When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Become — change the pattern
+Moderation of abusive comments keeps draining the community team: we remove, ban, see reappearance…
Become — change the pattern
+We spend hours moderating recurring abuse on posts.
Moderation of abusive comments keeps draining the community team: we remove, ban, see reappearance from alt accounts, and replay the same process. Where are we losing efficiency or authority, what one policy or tool change should we adopt to cut recurring abuse by half, and what routine should I set so moderation is faster, defensible, and doesn’t require legal each time?
Pasted it? When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Next to this one
Other social platform work people do in Facebook.
Every task here came from the work, not from a feature list — which is why the prompts name what you want done and never the button that does it. The tool changes; the work does not.
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The rest of the map
Same library, five ways in.