The four heights
The same task, four distances: today's deadline, the next reviewer, the stuck moment, the pattern.
Execute — do the immediate task
+Create a product catalog for the Page with our inventory so we can tag items. Set catalog name to…
Execute — do the immediate task
+Create a product catalog for the Page with our inventory so we can tag items. Set catalog name to Local Cafe Menu, add these items with prices and SKU: Cold Brew — $4.00 — CB001; Latte — $4.50 — LT002; Avocado Toast — $7.00 — AT003. Ensure each item has a clear image and link to the menu page. Confirm the catalog is assigned to the Page and usable in posts.
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 publish the catalog, make it easy for the social buyer to approve: surface total item…
Improve — make it easier to accept
+Before I publish the catalog, make it easy for the social buyer to approve: surface total item count and any missing images, put high-margin items first, show price inconsistencies or duplicate SKUs, and flag items without a working URL. Point out anything that would make a reviewer hesitate to use the catalog in ads or posts.
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 imported our menu CSV and the system rejected it with SKU conflict errors. I am not sure whether…
Decide — diagnose the stuck moment
+Catalog import failed with SKU conflicts
I imported our menu CSV and the system rejected it with SKU conflict errors. I am not sure whether duplicates are in our file, in another catalog, or caused by trailing spaces. I can’t tell if deleting old items is safe. What’s the most likely cause and the safest next step to resolve conflicts without losing live product tags?
Pasted it? When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Become — change the pattern
+We keep losing promotional momentum because our product catalogs become inconsistent: duplicate…
Become — change the pattern
+Catalog maintenance keeps breaking campaigns
We keep losing promotional momentum because our product catalogs become inconsistent: duplicate SKUs, missing images, broken links. Each fix takes hours and risks breaking tagged posts. What single habit or small process change will prevent recurring catalog rot across our Pages?
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.