The four heights
The same task, four distances: today's deadline, the next reviewer, the stuck moment, the pattern.
Execute — do the immediate task
+Pin the neighborhood watch post from Maria Diaz to the top of the group for two weeks so new…
Execute — do the immediate task
+Pin the neighborhood watch post from Maria Diaz to the top of the group for two weeks so new members see it first. Before pinning, double-check the post has accurate contact details and no personal addresses. Add a short note at the top telling new members where to report concerns. Tell me when it’s pinned.
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 pin a post as the group announcement, make it easy for reviewers: show whether the post…
Improve — make it easier to accept
+Before I pin a post as the group announcement, make it easy for reviewers: show whether the post contains time-sensitive info, contact details, or personally identifiable info; display its last edit and author history; and flag anything that would cause me to hesitate, like unverified phone numbers or personal addresses. Recommend whether to pin, ask the author for edits, or create a new curated announcement instead.
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 found a very useful volunteer signup post with unredacted personal phone numbers. I want to pin…
Decide — diagnose the stuck moment
+The most active post has volunteers' phone numbers unredacted
I found a very useful volunteer signup post with unredacted personal phone numbers. I want to pin it because it’s urgent, but I’m worried about publishing private details to all new members. Should I edit the post to remove numbers before pinning, ask the author to update it, or pin and add a caution note? What’s the least risky immediate step and the short message I should send to the author?
Pasted it? When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Become — change the pattern
+I often pin the latest useful post quickly, then find later it contains personal contact info or…
Become — change the pattern
+I habitually pin anything that looks active without checking privacy details
I often pin the latest useful post quickly, then find later it contains personal contact info or outdated times, and that creates privacy issues and confusion. What routine should I adopt to avoid repeating this and how do I train co-admins to follow it so pinning is fast but reliable?
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.
Copyright © LLOS.ai · 2026 — original pedagogy, voice, and design — all rights reserved.
The rest of the map
Same library, five ways in.