The four heights
The same task, four distances: today's deadline, the next reviewer, the stuck moment, the pattern.
Execute — do the immediate task
+A brand campaign video is getting thousands of targeted spam comments using our competitor’s name.…
Execute — do the immediate task
+A brand campaign video is getting thousands of targeted spam comments using our competitor’s name. Remove the spammy comment threads, ban the repeat offenders, and hand the moderation log to the PR lead, Omar Khan, with a short summary of actions taken and a recommendation to add a pinned clarification.
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 start moderating viewer comments on a viral music video, make moderation efficient:…
Improve — make it easier to accept
+Before I start moderating viewer comments on a viral music video, make moderation efficient: surface comment clusters by phrase, show repeat offenders and their past infractions, highlight comments that mention brand partners or legal risks, and recommend replies to defuse major complaints.
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
+After our new single dropped, the comments are full of coordinated spam and a few harassing…
Decide — diagnose the stuck moment
+Spam and harassment are drowning out useful feedback under a new single.
After our new single dropped, the comments are full of coordinated spam and a few harassing messages toward the vocalist. The community moderator is out sick and the label wants a visible response. I’m uncertain whether to bulk-delete and risk removing genuine fan reactions, or to leave everything visible while we hire a temp moderator. What is the likely trade-off and the best immediate action to protect the artist and the fanbase?
Pasted it? When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Become — change the pattern
+Each release week our community manager spends dozens of hours fighting spam, moderating…
Become — change the pattern
+Moderation keeps eating half the community manager’s time every release week.
Each release week our community manager spends dozens of hours fighting spam, moderating harassment, and writing damage-control replies. That delays other growth work and exhausts the team. What habits, tools, or pre-release steps would reduce that workload—should we require moderation guidelines with the release, use automated filters, enlist trusted fan moderators, or change comment visibility default?
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 video platform work people do in YouTube.
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.